1 00:00:00,040 --> 00:00:02,460 The following content is provided under a Creative 2 00:00:02,460 --> 00:00:03,970 Commons license. 3 00:00:03,970 --> 00:00:06,910 Your support will help MIT OpenCourseWare continue to 4 00:00:06,910 --> 00:00:10,660 offer high quality educational resources for free. 5 00:00:10,660 --> 00:00:13,460 To make a donation or view additional materials from 6 00:00:13,460 --> 00:00:17,390 hundreds of MIT courses, visit MIT OpenCourseWare at 7 00:00:17,390 --> 00:00:18,640 ocw.mit.edu. 8 00:00:21,080 --> 00:00:24,370 Audio quality for this video is poor due to technical 9 00:00:24,370 --> 00:00:26,728 difficulties. 10 00:00:26,728 --> 00:00:30,130 PROFESSOR: OK, today, political barriers to 11 00:00:30,130 --> 00:00:33,532 educational change. 12 00:00:33,532 --> 00:00:37,070 "One had to cram all this stuff into one's mind, whether 13 00:00:37,070 --> 00:00:38,110 one liked it or not. 14 00:00:38,110 --> 00:00:41,613 This coercion had such a determined effect that after I 15 00:00:41,613 --> 00:00:43,680 had passed the final examination I found the 16 00:00:43,680 --> 00:00:45,950 consideration of any scientific problems 17 00:00:45,950 --> 00:00:50,116 distasteful to me for an entire year." Who said that? 18 00:00:53,400 --> 00:00:57,740 Einstein, so one of the greatest scientists in the 19 00:00:57,740 --> 00:00:59,940 last 300 or 400 years. 20 00:00:59,940 --> 00:01:04,002 So that was the effect of regular school and education 21 00:01:04,002 --> 00:01:06,226 on Einstein. 22 00:01:06,226 --> 00:01:09,467 And it's not just Einstein. 23 00:01:09,467 --> 00:01:11,330 It's a general pattern. 24 00:01:11,330 --> 00:01:17,894 So here, from Manchester, New Hampshire, in the 1930's is 25 00:01:17,894 --> 00:01:22,760 how Bruce [? Betiset ?] superintendent describes the 26 00:01:22,760 --> 00:01:26,150 children's approach to learning and to reading and 27 00:01:26,150 --> 00:01:28,102 interest in knowledge. 28 00:01:28,102 --> 00:01:30,430 "In the traditional fourth grades, when I asked children 29 00:01:30,430 --> 00:01:33,056 to tell me what they'd been reading, they were hesitant, 30 00:01:33,056 --> 00:01:34,475 embarrassed, and diffident. 31 00:01:34,475 --> 00:01:37,405 In one fourth grade I cannot find a single child who would 32 00:01:37,405 --> 00:01:40,540 admit that he had committed the sin of reading. 33 00:01:40,540 --> 00:01:42,480 I did not have single volunteer and when I tried to 34 00:01:42,480 --> 00:01:44,610 draft them, the children stood up, shook 35 00:01:44,610 --> 00:01:46,858 their heads, sat down. 36 00:01:46,858 --> 00:01:50,070 In the four experimental fourth grades the children 37 00:01:50,070 --> 00:01:52,910 fairly fought to tell me what they had been reading. 38 00:01:52,910 --> 00:01:56,619 The hour closed-- in each case-- with a dozen hands 39 00:01:56,619 --> 00:01:59,614 waved in the and little faces crestfallen because we had not 40 00:01:59,614 --> 00:02:02,780 got around to hear what they had to tell." 41 00:02:02,780 --> 00:02:04,110 So the contrast is pretty strong. 42 00:02:04,110 --> 00:02:08,280 And the question is why do experiments like what 43 00:02:08,280 --> 00:02:11,000 [? Betiset ?] did not survive? 44 00:02:11,000 --> 00:02:17,142 Whereas why does the education system tend to have an effect 45 00:02:17,142 --> 00:02:20,266 such as Einstein described, where he found the 46 00:02:20,266 --> 00:02:20,621 consideration of any scientific problems 47 00:02:20,621 --> 00:02:22,600 distasteful an entire year? 48 00:02:25,910 --> 00:02:32,144 So reading is a particular example-- which I'll give you 49 00:02:32,144 --> 00:02:34,550 another one [INAUDIBLE]-- 50 00:02:34,550 --> 00:02:37,940 of the change and the effect of the 51 00:02:37,940 --> 00:02:40,072 formal educational system. 52 00:02:40,072 --> 00:02:42,930 So in revolutionary America-- 53 00:02:42,930 --> 00:02:46,630 so this is late 1770's-- 54 00:02:46,630 --> 00:02:50,130 Thomas Paine's Common Sense sold 120,000 copies. 55 00:02:50,130 --> 00:02:54,422 And their population then was three million. 56 00:02:54,422 --> 00:02:58,350 OK, so that's 1/100th of the population now. 57 00:02:58,350 --> 00:03:02,626 So the equivalent of 120,000 copies then was about 10 58 00:03:02,626 --> 00:03:04,660 million or 12 million copies today. 59 00:03:04,660 --> 00:03:08,989 Now if you actually look at Thomas Paine's Common Sense, 60 00:03:08,989 --> 00:03:12,010 it's written in a language, today, that we 61 00:03:12,010 --> 00:03:12,925 would call very biblical. 62 00:03:12,925 --> 00:03:16,820 When we read it you use English and we speak English 63 00:03:16,820 --> 00:03:22,462 but you wouldn't expect 12 million people to buy a book 64 00:03:22,462 --> 00:03:24,434 of that complexity and subtlety. 65 00:03:24,434 --> 00:03:29,857 Now that expectation's is confirmed by many a study 66 00:03:29,857 --> 00:03:34,294 about literacy and proficiency in analyzing documents 67 00:03:34,294 --> 00:03:36,759 conducted across the United States. 68 00:03:36,759 --> 00:03:45,562 So the latest one, it was in 2003, National Assessment of 69 00:03:45,562 --> 00:03:47,044 Adult Literacy. 70 00:03:47,044 --> 00:03:52,478 So this was published in 2005 by the US government. 71 00:03:52,478 --> 00:03:56,936 So they America in 2003 and they tested three kinds of 72 00:03:56,936 --> 00:03:58,370 proficiencies. 73 00:03:58,370 --> 00:04:02,248 Prose proficiency, which is comparing viewpoints and two 74 00:04:02,248 --> 00:04:05,608 editorials as an example of something where if you have 75 00:04:05,608 --> 00:04:08,224 prose proficiency you have document proficiency, which is 76 00:04:08,224 --> 00:04:10,714 interpreting a table about blood pressure and any 77 00:04:10,714 --> 00:04:11,710 physical activity. 78 00:04:11,710 --> 00:04:15,196 So taking information from doctors and [INAUDIBLE]. 79 00:04:15,196 --> 00:04:18,775 And quantitative proficiency, computing and comparing the 80 00:04:18,775 --> 00:04:21,613 cost and analysis of food items. 81 00:04:21,613 --> 00:04:23,980 But none of these are very advanced skills. 82 00:04:23,980 --> 00:04:28,280 OK now, the percentage of adults who are proficient in 83 00:04:28,280 --> 00:04:30,510 each of these categories? 84 00:04:30,510 --> 00:04:33,345 13%. 85 00:04:33,345 --> 00:04:39,490 OK, now, 13% is a very, very low number especially 86 00:04:39,490 --> 00:04:44,419 considering the level of proficiency that's required, 87 00:04:44,419 --> 00:04:46,330 the threshold is pretty low. 88 00:04:46,330 --> 00:04:51,675 Whereas back in 1770's America 10 million, 12 million people 89 00:04:51,675 --> 00:04:54,670 equivalent today bought Thomas Paine's Common Sense. 90 00:04:54,670 --> 00:04:57,386 And probably many of them were not actually literate in the 91 00:04:57,386 --> 00:04:58,700 sense that they couldn't read. 92 00:04:58,700 --> 00:05:01,178 So that book was read to them. 93 00:05:01,178 --> 00:05:03,299 So there was a great hunger for words and ideas and 94 00:05:03,299 --> 00:05:07,366 learning, which in many ways we had not matched, despite or 95 00:05:07,366 --> 00:05:12,942 because of the vast extent of the schooling system and 96 00:05:12,942 --> 00:05:14,890 educational system. 97 00:05:14,890 --> 00:05:18,476 So suppose you want to change this. 98 00:05:18,476 --> 00:05:20,468 You want to improve the situation. 99 00:05:20,468 --> 00:05:22,531 You'd like to make education better. 100 00:05:22,531 --> 00:05:22,958 What are some of the obstacles? 101 00:05:22,958 --> 00:05:28,340 So I'm going to discuss the obstacles in ascending order 102 00:05:28,340 --> 00:05:32,050 of difficulty in overcoming. 103 00:05:32,050 --> 00:05:37,070 So another way to phrase, ascending order of 104 00:05:37,070 --> 00:05:38,070 how local they are. 105 00:05:38,070 --> 00:05:41,202 So the first obstacle I'm going to discuss is one that's 106 00:05:41,202 --> 00:05:43,667 local to personal psychology. 107 00:05:43,667 --> 00:05:46,625 It's local to how people individually act. 108 00:05:46,625 --> 00:05:48,597 And then I'll move to obstacles that 109 00:05:48,597 --> 00:05:50,580 are broader in scope. 110 00:05:50,580 --> 00:05:57,400 So the first obstacle is what I'll call cognitive 111 00:05:57,400 --> 00:05:58,228 dissonance. 112 00:05:58,228 --> 00:06:03,390 So the way to see this in action is suppose you go to 113 00:06:03,390 --> 00:06:07,720 someone and you say, well you know, the way that that course 114 00:06:07,720 --> 00:06:10,370 is done could really be improved if 115 00:06:10,370 --> 00:06:11,710 you do it this way. 116 00:06:11,710 --> 00:06:13,960 And you think you've made a perfectly reasonable point, 117 00:06:13,960 --> 00:06:14,800 perfectly valid point. 118 00:06:14,800 --> 00:06:18,950 But somehow your point isn't taken any notice of. 119 00:06:18,950 --> 00:06:22,732 Or it's met with resistance and maybe even hostility. 120 00:06:22,732 --> 00:06:24,530 Now, why might that be? 121 00:06:24,530 --> 00:06:25,960 Well, there are many reasons. 122 00:06:25,960 --> 00:06:28,880 But one of them is you might have phrased it badly. 123 00:06:28,880 --> 00:06:31,830 You might have cursed out somebody's mother while you 124 00:06:31,830 --> 00:06:32,720 were doing it. 125 00:06:32,720 --> 00:06:35,390 There are all kinds of things that you have a lot of control 126 00:06:35,390 --> 00:06:36,785 over and don't necessarily have to do. 127 00:06:36,785 --> 00:06:39,300 But there are some reasons that are harder to control. 128 00:06:39,300 --> 00:06:41,280 And that's in the psychology of the person who's hearing 129 00:06:41,280 --> 00:06:43,350 what you're saying. 130 00:06:43,350 --> 00:06:48,914 So one of the obstacles is this idea of cognitive 131 00:06:48,914 --> 00:06:49,398 dissonance. 132 00:06:49,398 --> 00:06:50,366 So let's see how that works. 133 00:06:50,366 --> 00:06:55,690 So cognitive dissonance was a concept invented in the 1950's 134 00:06:55,690 --> 00:07:01,040 by Festinger, Leon Festinger, psychology at Stanford. 135 00:07:01,040 --> 00:07:02,356 And he did the following experiments. 136 00:07:05,380 --> 00:07:08,900 The experiments were, he had people come and do this task 137 00:07:08,900 --> 00:07:13,052 where they basically just put round pegs into round holes 138 00:07:13,052 --> 00:07:17,386 and-- he's a college student-- put square pegs into square 139 00:07:17,386 --> 00:07:19,701 holes and triangle pegs into triangle holes. 140 00:07:19,701 --> 00:07:24,310 So after they did the experiment they were then 141 00:07:24,310 --> 00:07:26,445 split into two groups. 142 00:07:36,720 --> 00:07:38,550 Group A was just sent away. 143 00:07:38,550 --> 00:07:41,934 You know, they did the experiment and they left and 144 00:07:41,934 --> 00:07:44,294 nothing more was heard from them until a year later. 145 00:07:44,294 --> 00:07:49,828 Now Group B was told, oh, we actually need people to help 146 00:07:49,828 --> 00:07:52,760 us recruit more volunteers for this experiment. 147 00:07:52,760 --> 00:07:56,044 And obviously they might have problems recruiting people to 148 00:07:56,044 --> 00:07:58,765 do the experiment because it was so dull. 149 00:07:58,765 --> 00:08:01,780 All you do is put square pegs into square holes. 150 00:08:01,780 --> 00:08:05,250 So they said would you be willing to be-- 151 00:08:05,250 --> 00:08:06,640 in the experiment-- 152 00:08:06,640 --> 00:08:09,935 our assistant in helping recruit people? 153 00:08:09,935 --> 00:08:16,585 So Group A, they just went away. 154 00:08:16,585 --> 00:08:19,862 And Group B, they were offered a position as experimenter's 155 00:08:19,862 --> 00:08:25,414 assistant and were paid $20 for that. 156 00:08:25,414 --> 00:08:27,565 And Group C-- the same thing. 157 00:08:27,565 --> 00:08:29,820 They were offered a position as experiment's assistant but 158 00:08:29,820 --> 00:08:32,154 they were only paid $1. 159 00:08:36,366 --> 00:08:38,570 This was in 1950-ish. 160 00:08:38,570 --> 00:08:43,068 So roughly speaking in today's dollars, let me 161 00:08:43,068 --> 00:08:44,026 just translate those. 162 00:08:44,026 --> 00:08:46,900 So here's a way of estimating the equation. 163 00:08:46,900 --> 00:08:49,774 So in 1950 we still have the gold standard. 164 00:08:49,774 --> 00:08:52,648 And the gold standard was $35 an ounce. 165 00:08:52,648 --> 00:08:56,381 So the world price of gold was fixed by Fiat from Bretton 166 00:08:56,381 --> 00:08:58,836 Woods at $35 an ounce. 167 00:08:58,836 --> 00:09:00,800 Now it's maybe $70 an ounce. 168 00:09:00,800 --> 00:09:03,255 So inflation is about 25%. 169 00:09:03,255 --> 00:09:08,165 So this is about 400 today. 170 00:09:08,165 --> 00:09:11,111 And this is about $20. 171 00:09:14,090 --> 00:09:19,374 So then what happened was these students then did their 172 00:09:19,374 --> 00:09:23,366 work, nothing, this, or that, being an assistant. 173 00:09:23,366 --> 00:09:26,526 And then they were tested a year later about their opinion 174 00:09:26,526 --> 00:09:27,857 of the experiment. 175 00:09:27,857 --> 00:09:30,360 So that was actually the real experiment. 176 00:09:30,360 --> 00:09:32,115 So these students thought-- 177 00:09:32,115 --> 00:09:34,480 like all psychology experiments-- 178 00:09:34,480 --> 00:09:36,510 they were actually helping recruit people for an 179 00:09:36,510 --> 00:09:37,360 experiment. 180 00:09:37,360 --> 00:09:38,700 When actually, they were the experiment. 181 00:09:38,700 --> 00:09:40,120 They were really the subject. 182 00:09:40,120 --> 00:09:42,620 So a year later they were asked their opinion of the 183 00:09:42,620 --> 00:09:45,944 experiment, did you think it was interesting? 184 00:09:45,944 --> 00:09:51,666 So these people, they obviously thought it was 185 00:09:51,666 --> 00:09:53,508 boring because it wasn't worth it. 186 00:09:56,980 --> 00:09:59,304 So a year later these people were asked what they thought. 187 00:09:59,304 --> 00:10:01,774 And these people said boring. 188 00:10:09,184 --> 00:10:13,140 OK, now, what about Groups B and C? 189 00:10:13,140 --> 00:10:14,932 What did they think? 190 00:10:14,932 --> 00:10:18,868 So take a minute or two, try to predict what they were 191 00:10:18,868 --> 00:10:22,312 opinions about the experiment were one year later. 192 00:10:22,312 --> 00:10:23,296 Question, yes? 193 00:10:23,296 --> 00:10:26,740 AUDIENCE: So did they have a choice to participate? 194 00:10:26,740 --> 00:10:28,708 Were they forced to do this? 195 00:10:28,708 --> 00:10:29,692 PROFESSOR: No, I don't think they were forced. 196 00:10:29,692 --> 00:10:33,136 It was the Group B who agreed, or the Group 197 00:10:33,136 --> 00:10:35,104 C people who agreed. 198 00:10:35,104 --> 00:10:36,334 I'm pretty sure that's right. 199 00:10:36,334 --> 00:10:37,584 And I'm sure they weren't forced. 200 00:10:41,500 --> 00:10:45,237 So yeah, find a neighbor or two and see if you can 201 00:10:45,237 --> 00:10:50,651 predict, what did Groups B and C think after a year or so? 202 00:10:56,567 --> 00:11:01,990 OK, so, what do you think they thought? 203 00:11:01,990 --> 00:11:02,483 Yeah? 204 00:11:02,483 --> 00:11:05,934 AUDIENCE: Well, maybe Group C liked the experiment better 205 00:11:05,934 --> 00:11:09,385 because they were only trying to recruit, I think they 206 00:11:09,385 --> 00:11:11,357 wanted to but [INAUDIBLE]. 207 00:11:11,357 --> 00:11:14,810 PROFESSOR: OK, so Group C maybe liked it more. 208 00:11:14,810 --> 00:11:16,310 So the question is, who liked it more? 209 00:11:16,310 --> 00:11:18,310 So maybe Group C liked it more. 210 00:11:24,810 --> 00:11:29,010 So they weren't getting enough incentive in cash and they 211 00:11:29,010 --> 00:11:30,260 must have liked it. 212 00:11:36,180 --> 00:11:38,696 Any other thoughts, comments? 213 00:11:38,696 --> 00:11:39,138 Yeah? 214 00:11:39,138 --> 00:11:42,019 AUDIENCE: Well, it's possible they didn't like it 215 00:11:42,019 --> 00:11:44,597 originally, but they convinced themselves they liked it 216 00:11:44,597 --> 00:11:47,258 because they were doing this work recruiting for not very 217 00:11:47,258 --> 00:11:48,007 much money. 218 00:11:48,007 --> 00:11:49,257 PROFESSOR: OK. 219 00:12:00,820 --> 00:12:04,920 So they must have convinced themselves because they were 220 00:12:04,920 --> 00:12:07,630 getting enough cash to be happy. 221 00:12:07,630 --> 00:12:09,510 AUDIENCE: I actually have a question. 222 00:12:09,510 --> 00:12:10,450 PROFESSOR: Yeah? 223 00:12:10,450 --> 00:12:12,800 AUDIENCE: So did [? all of them ?] take over? 224 00:12:12,800 --> 00:12:14,340 Or are we talking only about those who did it? 225 00:12:14,340 --> 00:12:16,410 PROFESSOR: That I don't remember. 226 00:12:16,410 --> 00:12:17,854 That's a good question. 227 00:12:17,854 --> 00:12:18,336 I think we're just talking about the people 228 00:12:18,336 --> 00:12:20,264 who took the offer. 229 00:12:20,264 --> 00:12:23,638 AUDIENCE: OK, so it was self selection? 230 00:12:23,638 --> 00:12:24,602 PROFESSOR: Yeah, there's some self selection. 231 00:12:24,602 --> 00:12:27,830 AUDIENCE: But if a group came from that, you probably should 232 00:12:27,830 --> 00:12:31,016 ask the question immediately after the experiment before 233 00:12:31,016 --> 00:12:34,165 asking them to help assist and then you set the control. 234 00:12:34,165 --> 00:12:35,900 [INAUDIBLE]. 235 00:12:35,900 --> 00:12:38,367 PROFESSOR: And they might have done that. 236 00:12:38,367 --> 00:12:40,315 I don't remember all the details of it. 237 00:12:40,315 --> 00:12:40,802 So they might have done that. 238 00:12:40,802 --> 00:12:42,912 And [? some wonder ?] if the control was the Group A. But 239 00:12:42,912 --> 00:12:44,698 you're right, that's another good control. 240 00:12:44,698 --> 00:12:47,133 And they might have done that. 241 00:12:47,133 --> 00:12:49,568 Other comments or questions? 242 00:12:49,568 --> 00:12:50,055 Predictions? 243 00:12:50,055 --> 00:12:50,542 Yeah? 244 00:12:50,542 --> 00:12:55,412 AUDIENCE: Is this a flat rate or is this a per person? 245 00:12:55,412 --> 00:12:57,642 PROFESSOR: Oh, per person they recruited? 246 00:12:57,642 --> 00:13:00,840 No, this was their salary. 247 00:13:00,840 --> 00:13:05,080 Yeah, that'd be pretty lucrative, $20 a pop. 248 00:13:05,080 --> 00:13:05,380 Yeah? 249 00:13:05,380 --> 00:13:07,696 AUDIENCE: I was thinking B probably wouldn't have liked 250 00:13:07,696 --> 00:13:09,590 it as much as C because they probably would have thought, 251 00:13:09,590 --> 00:13:12,754 if they have to pay me $400 it's really, really boring. 252 00:13:12,754 --> 00:13:23,165 PROFESSOR: OK, so B liked it less on the theory that they 253 00:13:23,165 --> 00:13:24,656 were doing it just for the money. 254 00:13:24,656 --> 00:13:27,141 They were thinking to themselves-- 255 00:13:27,141 --> 00:13:31,324 AUDIENCE: Or also if the reason they really have to pay 256 00:13:31,324 --> 00:13:33,602 them this much to get the subjects it must really suck. 257 00:13:44,536 --> 00:13:45,530 PROFESSOR: Yeah? 258 00:13:45,530 --> 00:13:47,368 AUDIENCE: Well, and you can look at it another way. 259 00:13:47,368 --> 00:13:49,506 You can say, they're paying me this much money. 260 00:13:49,506 --> 00:13:52,985 There must be some intrinsic importance to the work. 261 00:13:52,985 --> 00:13:55,470 So you could convince yourself-- 262 00:13:55,470 --> 00:13:56,464 PROFESSOR: it could go both ways. 263 00:13:56,464 --> 00:13:57,458 AUDIENCE: Right, exactly. 264 00:13:57,458 --> 00:13:58,452 PROFESSOR: They pay me a lot so it must be 265 00:13:58,452 --> 00:13:58,949 really important work. 266 00:13:58,949 --> 00:14:00,937 They must have tons of government funding for people. 267 00:14:00,937 --> 00:14:01,931 AUDIENCE: Yeah. 268 00:14:01,931 --> 00:14:03,422 PROFESSOR: All right. 269 00:14:03,422 --> 00:14:06,404 So it could be [INAUDIBLE]. 270 00:14:17,055 --> 00:14:17,670 Oh, comment? 271 00:14:17,670 --> 00:14:20,130 AUDIENCE: Well, I have to say, I think the process of 272 00:14:20,130 --> 00:14:24,111 recruiting people would get you to like it more. 273 00:14:24,111 --> 00:14:25,979 Because you'd have to be selling it. 274 00:14:25,979 --> 00:14:29,620 And then the question is whether you put more effort 275 00:14:29,620 --> 00:14:32,656 into that if you're getting paid more money or not. 276 00:14:32,656 --> 00:14:36,289 PROFESSOR: OK, but the common point is recruiting can help 277 00:14:36,289 --> 00:14:36,584 you like it? 278 00:14:36,584 --> 00:14:37,834 AUDIENCE: Yeah. 279 00:14:50,823 --> 00:14:56,180 PROFESSOR: OK, so I would say to me, actually, you were 280 00:14:56,180 --> 00:15:01,080 right, actually, what happened is that these people still 281 00:15:01,080 --> 00:15:02,330 found this boring. 282 00:15:08,200 --> 00:15:11,280 And these people liked it. 283 00:15:11,280 --> 00:15:15,425 And basically, at the time this was counter intuitive. 284 00:15:15,425 --> 00:15:18,729 And the whole idea of cognitive dissonance was built 285 00:15:18,729 --> 00:15:20,406 up to explain this counter-intuitive result, 286 00:15:20,406 --> 00:15:26,322 which is why would you like it more when you're paid less? 287 00:15:26,322 --> 00:15:28,146 It is sort of counter intuitive. 288 00:15:28,146 --> 00:15:34,680 And it's exactly like you say, which is that you reason to 289 00:15:34,680 --> 00:15:39,827 yourself well, if they're giving me 400, yeah, sure, I'd 290 00:15:39,827 --> 00:15:41,775 sell my grandmother for 400. 291 00:15:41,775 --> 00:15:43,966 You know, that doesn't mean that I don't like my 292 00:15:43,966 --> 00:15:44,210 grandmother. 293 00:15:44,210 --> 00:15:47,140 But $400 is $400. 294 00:15:47,140 --> 00:15:49,995 But if they only give you $20-- 295 00:15:49,995 --> 00:15:52,330 that's option C-- 296 00:15:52,330 --> 00:15:53,752 no, of course you wouldn't do that. 297 00:15:53,752 --> 00:15:56,698 There must be some reason that you're doing that. 298 00:15:56,698 --> 00:15:59,807 So if you're participating in the activity we'll say by 299 00:15:59,807 --> 00:16:02,862 doing but don't like it, or at least you try to 300 00:16:02,862 --> 00:16:03,572 justify it to yourself. 301 00:16:03,572 --> 00:16:05,136 You need some kind of justification. 302 00:16:05,136 --> 00:16:09,751 And the justification of Group B is well, I'm doing it 303 00:16:09,751 --> 00:16:10,733 because it pays a lot of money. 304 00:16:10,733 --> 00:16:13,351 The justification of Group C can't be that because there 305 00:16:13,351 --> 00:16:14,170 isn't enough money. 306 00:16:14,170 --> 00:16:16,625 So it must be that it's an 307 00:16:16,625 --> 00:16:18,098 intrinsically worthwhile activity. 308 00:16:18,098 --> 00:16:20,553 So the opinion shifts. 309 00:16:20,553 --> 00:16:23,020 Now if you remember, I mentioned cognitive dissonance 310 00:16:23,020 --> 00:16:26,580 as one of reasons to have people vote when you're 311 00:16:26,580 --> 00:16:30,271 originally doing multiple-choice questions. 312 00:16:30,271 --> 00:16:33,037 Give a muiltiple-choice question to the students, say 313 00:16:33,037 --> 00:16:37,133 A, B, C, or D. The importance of having them vote and make a 314 00:16:37,133 --> 00:16:40,570 public stand is that it commits them to the question 315 00:16:40,570 --> 00:16:41,992 and to the answer. 316 00:16:41,992 --> 00:16:48,210 Now they have some public appearance in the one of the 317 00:16:48,210 --> 00:16:50,210 A, B, C, D categories. 318 00:16:50,210 --> 00:16:52,210 And they want to know, is this right? 319 00:16:52,210 --> 00:16:54,710 So the political organizers know this. 320 00:16:54,710 --> 00:16:57,710 And these kind of ideas are old hat now. 321 00:16:57,710 --> 00:17:00,710 We've seen things that consciousness and psychology 322 00:17:00,710 --> 00:17:01,710 in marketing. 323 00:17:01,710 --> 00:17:04,543 So people will sometimes-- for example-- come around and ask 324 00:17:04,543 --> 00:17:07,410 you well, would you mind putting a sign in your front 325 00:17:07,410 --> 00:17:09,384 yard for this political campaign? 326 00:17:09,384 --> 00:17:12,312 Well, at first they'll say, would you like to give $100 to 327 00:17:12,312 --> 00:17:13,776 the campaign? 328 00:17:13,776 --> 00:17:15,728 And you say, no. 329 00:17:15,728 --> 00:17:17,913 I don't really know who XYZ is. 330 00:17:17,913 --> 00:17:19,920 I sort of maybe support him $100. 331 00:17:19,920 --> 00:17:20,420 [INAUDIBLE]. 332 00:17:20,420 --> 00:17:21,420 So you say no. 333 00:17:21,420 --> 00:17:23,300 They say, OK, well, would you mind putting a sign in your 334 00:17:23,300 --> 00:17:24,890 front yard? 335 00:17:24,890 --> 00:17:26,250 So now, what have you done? 336 00:17:26,250 --> 00:17:27,065 Made a public commitment. 337 00:17:27,065 --> 00:17:30,057 All right, everybody who drives by or walks by sees 338 00:17:30,057 --> 00:17:31,482 that sign for the candidate. 339 00:17:31,482 --> 00:17:35,990 So now studies are completely consistent with this-- 340 00:17:35,990 --> 00:17:40,730 you now do it-- you now support that candidate more. 341 00:17:40,730 --> 00:17:45,120 So turns out, what's the key thing in changing your view? 342 00:17:45,120 --> 00:17:49,990 Is that you feel you had a choice. 343 00:17:49,990 --> 00:17:54,962 So here, if you put a gun to someone's head and say, put a 344 00:17:54,962 --> 00:17:55,819 sign in your front yard. 345 00:17:55,819 --> 00:17:57,190 And they put a sign in their front yard, that doesn't 346 00:17:57,190 --> 00:17:59,870 change their view of the candidate. 347 00:17:59,870 --> 00:18:01,850 The person could refuse or not. 348 00:18:01,850 --> 00:18:03,335 It was up to them. 349 00:18:03,335 --> 00:18:05,810 If they chose to do it, well, that opens a door to further 350 00:18:05,810 --> 00:18:06,305 commitment. 351 00:18:06,305 --> 00:18:10,265 So here, this is sort of like putting a gun to their head. 352 00:18:10,265 --> 00:18:12,740 This is sort of like putting a gun to their head. 353 00:18:12,740 --> 00:18:13,730 You don't really feel like you have a choice. 354 00:18:13,730 --> 00:18:15,710 You're like, OK, whether it was boring or not, who cares? 355 00:18:15,710 --> 00:18:17,690 Whereas here, you took the choice. 356 00:18:17,690 --> 00:18:20,660 And the ones that did it changed their view. 357 00:18:20,660 --> 00:18:24,170 So cognitive dissonance is very, very powerful. 358 00:18:24,170 --> 00:18:26,750 Now, how does that relate to peoples' response when you 359 00:18:26,750 --> 00:18:30,325 say, you'd like to change the course? 360 00:18:30,325 --> 00:18:31,582 OK, and we'll come to that. 361 00:18:31,582 --> 00:18:32,058 Yes, question? 362 00:18:32,058 --> 00:18:36,818 AUDIENCE: Yeah, so again, Group A then was 363 00:18:36,818 --> 00:18:37,770 never offered a choice? 364 00:18:37,770 --> 00:18:39,846 PROFESSOR: Yeah, they were sent away. 365 00:18:39,846 --> 00:18:43,210 And they were asked a year later to see what 366 00:18:43,210 --> 00:18:44,040 they thought of it. 367 00:18:44,040 --> 00:18:45,225 And they said, yeah, it was boring. 368 00:18:45,225 --> 00:18:46,526 They're sort of control. 369 00:18:46,526 --> 00:18:48,310 I mean, you expect them to say, it's boring. 370 00:18:48,310 --> 00:18:51,546 AUDIENCE: [INAUDIBLE] 371 00:18:51,546 --> 00:18:52,000 boring? 372 00:18:52,000 --> 00:18:55,510 PROFESSOR: Yeah, just to check so no one could say, well, 373 00:18:55,510 --> 00:18:58,081 maybe people found it really fascinating. 374 00:18:58,081 --> 00:18:59,780 You know, because they didn't. 375 00:18:59,780 --> 00:19:04,480 So now what happens when you say to someone, oh, we really 376 00:19:04,480 --> 00:19:05,860 should change the way this course is done. 377 00:19:05,860 --> 00:19:10,500 So now suppose you're at some weak university like MIT or 378 00:19:10,500 --> 00:19:11,880 Cambridge or something like that. 379 00:19:11,880 --> 00:19:13,690 Now, where do a lot of the people who teach at these 380 00:19:13,690 --> 00:19:16,380 universities come from? 381 00:19:16,380 --> 00:19:18,160 Either that same university-- 382 00:19:18,160 --> 00:19:21,760 especially in England, that was really notorious in the 383 00:19:21,760 --> 00:19:24,840 united justification [? for it ?], which was that our 384 00:19:24,840 --> 00:19:27,412 system's so wacky and different, only people who've 385 00:19:27,412 --> 00:19:29,290 been through that particular system can 386 00:19:29,290 --> 00:19:30,980 possibly teach here. 387 00:19:30,980 --> 00:19:33,533 So how are the justifications? 388 00:19:33,533 --> 00:19:38,726 Either the people come from that same place or come from a 389 00:19:38,726 --> 00:19:41,550 similar background, similar university background. 390 00:19:41,550 --> 00:19:45,670 So now you're not criticizing a system that 391 00:19:45,670 --> 00:19:49,964 they A, selected them. 392 00:19:49,964 --> 00:19:50,372 Right? 393 00:19:50,372 --> 00:19:53,680 The system selected them from a whole bunch of people. 394 00:19:53,680 --> 00:19:58,130 And so by definition, it must be a good system. 395 00:19:58,130 --> 00:20:01,130 Also, they've now had many opportunities to make public 396 00:20:01,130 --> 00:20:03,498 commitments to the system of the way things are taught, the 397 00:20:03,498 --> 00:20:05,050 way things are done. 398 00:20:05,050 --> 00:20:07,255 They've taught them in classes, they've participated 399 00:20:07,255 --> 00:20:08,480 in curriculum discussions. 400 00:20:08,480 --> 00:20:10,930 They've selected the students that come, recommended the 401 00:20:10,930 --> 00:20:12,418 students that would be better or worse 402 00:20:12,418 --> 00:20:13,410 according to that system. 403 00:20:13,410 --> 00:20:17,874 So the result is that because of years of cognitive 404 00:20:17,874 --> 00:20:20,354 dissonance working on people, they are now very, very 405 00:20:20,354 --> 00:20:24,390 convinced that the way things are done right now is great. 406 00:20:24,390 --> 00:20:29,520 And although it's called cognitive dissonance, it's not 407 00:20:29,520 --> 00:20:31,020 necessarily a cognitive belief. 408 00:20:31,020 --> 00:20:35,020 If you ask them, can you explain why it's great they 409 00:20:35,020 --> 00:20:37,110 wouldn't necessarily give you great reasons. 410 00:20:37,110 --> 00:20:40,023 And this can be very misleading and can lead you 411 00:20:40,023 --> 00:20:40,830 into hot water. 412 00:20:40,830 --> 00:20:43,888 So for example, when you say, well, really we should teach 413 00:20:43,888 --> 00:20:46,286 this course differently and put in interactive questions 414 00:20:46,286 --> 00:20:47,774 so students learn them. 415 00:20:47,774 --> 00:20:52,025 You'll get responses that are almost nonsense. 416 00:20:52,025 --> 00:20:56,982 They'll be things like, for example, well, if we don't put 417 00:20:56,982 --> 00:20:59,860 everything on the chalkboard how will students know what's 418 00:20:59,860 --> 00:21:02,555 going to be on the exam? 419 00:21:02,555 --> 00:21:06,267 And yeah, it's a valid English sentence. 420 00:21:06,267 --> 00:21:08,990 But it's not a good argument because there are other ways 421 00:21:08,990 --> 00:21:09,485 to communicate with students. 422 00:21:09,485 --> 00:21:09,980 You can put stuff on notes. 423 00:21:09,980 --> 00:21:11,455 You can say, read the book. 424 00:21:11,455 --> 00:21:13,750 There's tons of answers to that problem. 425 00:21:13,750 --> 00:21:17,890 But these kind of things can be offered as just a complete 426 00:21:17,890 --> 00:21:18,540 trump card. 427 00:21:18,540 --> 00:21:21,873 OK, these trumps have been played, because no one can do 428 00:21:21,873 --> 00:21:23,816 anything interactive. 429 00:21:23,816 --> 00:21:27,230 Now, that level of thought that's behind it, no way 430 00:21:27,230 --> 00:21:30,220 people would put that level of thought into their research 431 00:21:30,220 --> 00:21:31,880 and be successful with research. 432 00:21:31,880 --> 00:21:35,183 And how come that's OK and can be sort of 433 00:21:35,183 --> 00:21:35,490 convincing in this area? 434 00:21:35,490 --> 00:21:38,290 Well, because it's really not a cognitive 435 00:21:38,290 --> 00:21:39,470 response to be made. 436 00:21:39,470 --> 00:21:42,730 It's a belief response. 437 00:21:42,730 --> 00:21:47,736 You threaten and challenge a person's core beliefs and 438 00:21:47,736 --> 00:21:49,515 they're going to come out and react very strongly. 439 00:21:49,515 --> 00:21:52,400 And if you try to argue it just on the rational level 440 00:21:52,400 --> 00:21:55,445 you'll, actually, pick up angry people. 441 00:21:55,445 --> 00:21:57,832 And you won't anger yourself because you wonder why you 442 00:21:57,832 --> 00:21:59,850 hate the progress. 443 00:21:59,850 --> 00:22:04,018 So one way to think about those kinds of conversations 444 00:22:04,018 --> 00:22:09,982 is A, if they're difficult conversations-- 445 00:22:13,461 --> 00:22:16,691 and actually, the reason I write that there is there's an 446 00:22:16,691 --> 00:22:19,425 excellent book called Difficult Conversations. 447 00:22:19,425 --> 00:22:20,419 written by-- 448 00:22:20,419 --> 00:22:22,407 I'm pretty sure-- it's from the 449 00:22:22,407 --> 00:22:23,440 Harvard Negotiation Project. 450 00:22:23,440 --> 00:22:26,020 And they said, look, every interaction-- and I 451 00:22:26,020 --> 00:22:27,858 think this is right-- 452 00:22:27,858 --> 00:22:29,340 has three levels. 453 00:22:29,340 --> 00:22:38,232 So that would be the factual level, which is just the ideas 454 00:22:38,232 --> 00:22:40,702 being exchanged, of should we teach interactively or not? 455 00:22:40,702 --> 00:22:42,184 Is there enough time? 456 00:22:42,184 --> 00:22:51,404 There's the emotional level, which is how we feel about 457 00:22:51,404 --> 00:22:52,930 these facts. 458 00:22:52,930 --> 00:22:54,720 And then there's the meaning. 459 00:22:57,310 --> 00:23:00,270 So what does this discussion mean for people? 460 00:23:00,270 --> 00:23:04,640 So as an example, [INAUDIBLE], the problem with a student 461 00:23:04,640 --> 00:23:05,360 who's worried about their grade. 462 00:23:05,360 --> 00:23:08,150 Well, you can tell them, factually, look-- 463 00:23:08,150 --> 00:23:13,388 about 3% on that problem set is going to be 0.03% of your 464 00:23:13,388 --> 00:23:15,270 grade's total points, don't even worry about it. 465 00:23:15,270 --> 00:23:17,620 All right, so that's the factual level. 466 00:23:17,620 --> 00:23:22,035 You may often find that just the factual discussion is just 467 00:23:22,035 --> 00:23:23,270 the tip of the iceberg because there's all 468 00:23:23,270 --> 00:23:24,230 this stuff going on. 469 00:23:24,230 --> 00:23:26,150 So what could some of this stuff be? 470 00:23:26,150 --> 00:23:29,373 Well, the emotional level is they just feel really anxious 471 00:23:29,373 --> 00:23:31,345 about grades. 472 00:23:31,345 --> 00:23:33,810 Now, why might that be? 473 00:23:33,810 --> 00:23:35,720 Well, that's where the meaning comes in. 474 00:23:35,720 --> 00:23:39,628 The meaning may be that they feel that the grade measures 475 00:23:39,628 --> 00:23:41,062 how good they are. 476 00:23:41,062 --> 00:23:44,134 And they've always thought they got into MIT by mistake. 477 00:23:44,134 --> 00:23:46,110 And now people are going to find them out. 478 00:23:46,110 --> 00:23:49,568 If they ever get a bad grade their cover will be blown. 479 00:23:49,568 --> 00:23:52,038 And everyone will know that they don't belong. 480 00:23:52,038 --> 00:23:54,014 So it may have a really strong meaning for them, which is 481 00:23:54,014 --> 00:23:55,002 rather emotional. 482 00:23:55,002 --> 00:23:57,966 Which means the fact [INAUDIBLE] discussion 483 00:23:57,966 --> 00:23:58,460 [INAUDIBLE]. 484 00:23:58,460 --> 00:24:02,906 So it's a similar thing with the discussion of change in 485 00:24:02,906 --> 00:24:07,846 education, is that people will have a factual discussion that 486 00:24:07,846 --> 00:24:09,822 seems pointless and it's just frustrating to you. 487 00:24:09,822 --> 00:24:14,164 Because actually there's emotional investment in the 488 00:24:14,164 --> 00:24:15,060 way things are done. 489 00:24:15,060 --> 00:24:18,400 And meaning, it means a lot to people. 490 00:24:18,400 --> 00:24:19,838 This system, it chose them. 491 00:24:19,838 --> 00:24:22,328 It's a system they're committed to. 492 00:24:22,328 --> 00:24:23,822 And it's being criticized by you. 493 00:24:23,822 --> 00:24:27,806 Therefore, you're going to get a whole bunch of unrealized 494 00:24:27,806 --> 00:24:29,300 anger [INAUDIBLE]. 495 00:24:29,300 --> 00:24:29,798 Question? 496 00:24:29,798 --> 00:24:32,288 AUDIENCE: So when it comes to changing a single class and 497 00:24:32,288 --> 00:24:35,774 adding some interactivity, what are the downfalls 498 00:24:35,774 --> 00:24:39,260 avoiding the difficult conversations by asking for 499 00:24:39,260 --> 00:24:40,754 forgiveness rather than permission? 500 00:24:40,754 --> 00:24:41,750 PROFESSOR: Nate, that's a good question. 501 00:24:41,750 --> 00:24:45,976 So asking for forgiveness rather than permission, one of 502 00:24:45,976 --> 00:24:47,630 the downsides is-- 503 00:24:53,760 --> 00:24:57,480 I think, in small and moderate doses that is a good idea. 504 00:24:57,480 --> 00:25:00,352 Because first of all, no one's going to notice. 505 00:25:00,352 --> 00:25:03,256 Because they're too busy with their own [INAUDIBLE] teaching 506 00:25:03,256 --> 00:25:06,160 that that's rather busybody over what you're doing. 507 00:25:06,160 --> 00:25:08,570 So you have, definitely, something right away that you 508 00:25:08,570 --> 00:25:09,853 might as well use. 509 00:25:09,853 --> 00:25:13,526 But if you want to make any larger changes, like for 510 00:25:13,526 --> 00:25:17,715 example, take out something that you think isn't so 511 00:25:17,715 --> 00:25:20,300 important in the curriculums-- and make room for doing this-- 512 00:25:20,300 --> 00:25:22,660 and somebody downstream really wants that. 513 00:25:22,660 --> 00:25:25,420 Well, it's important to have done it beforehand, discuss it 514 00:25:25,420 --> 00:25:26,010 beforehand. 515 00:25:26,010 --> 00:25:31,445 Because otherwise, if there's emotional and meaning 516 00:25:31,445 --> 00:25:35,260 investment in the way things are done, they won't be able 517 00:25:35,260 --> 00:25:36,651 to listen and then you surprise them 518 00:25:36,651 --> 00:25:40,230 with a factual change. 519 00:25:40,230 --> 00:25:41,721 They won't be able to listen to your factual arguments 520 00:25:41,721 --> 00:25:43,212 then, because you activated the 521 00:25:43,212 --> 00:25:45,700 emotional and meaning responses. 522 00:25:45,700 --> 00:25:48,800 So you want to try to arrange, [INAUDIBLE] those things 523 00:25:48,800 --> 00:25:52,210 beforehand and get all those out in the open first. 524 00:25:52,210 --> 00:25:55,220 So I would say, for smaller changes, yeah. 525 00:25:55,220 --> 00:25:57,560 For larger changes, it's important to have people 526 00:25:57,560 --> 00:26:03,370 jointly figure out what to do, which is true of 527 00:26:03,370 --> 00:26:05,230 any political change. 528 00:26:05,230 --> 00:26:10,116 And that's why when I deliberately chose the title 529 00:26:10,116 --> 00:26:12,521 Political Barriers to Educational Change. 530 00:26:12,521 --> 00:26:15,888 Because political barriers has the implication that it's a 531 00:26:15,888 --> 00:26:16,529 political problem. 532 00:26:16,529 --> 00:26:17,042 It's a social problem. 533 00:26:17,042 --> 00:26:17,812 It's a collective problem. 534 00:26:17,812 --> 00:26:22,744 And any collective problems has these issues of what you 535 00:26:22,744 --> 00:26:28,600 do by yourself versus what we do in a group or [INAUDIBLE]. 536 00:26:28,600 --> 00:26:29,576 Question, yeah? 537 00:26:29,576 --> 00:26:33,480 AUDIENCE: So I'm just a little bit confused about the idea of 538 00:26:33,480 --> 00:26:34,456 cognitive dissonance. 539 00:26:34,456 --> 00:26:38,067 So is that where the [INAUDIBLE] between the 540 00:26:38,067 --> 00:26:39,824 responses of groups B and C? 541 00:26:39,824 --> 00:26:40,800 PROFESSOR: Mm-hmm. 542 00:26:40,800 --> 00:26:42,290 Yes, it's that. 543 00:26:42,290 --> 00:26:44,333 Oh, so where does the dissonance come into it? 544 00:26:44,333 --> 00:26:44,908 I should've explained that. 545 00:26:44,908 --> 00:26:48,250 The dissonance is what you try to reduce by 546 00:26:48,250 --> 00:26:49,809 changing your view. 547 00:26:49,809 --> 00:26:54,060 So in Group B there's really no dissonance because the 548 00:26:54,060 --> 00:26:55,550 experiment's boring. 549 00:26:55,550 --> 00:26:58,678 And they did the recruiting because they were paid. 550 00:26:58,678 --> 00:26:59,670 There's no dissonance. 551 00:26:59,670 --> 00:27:02,710 Here, the experiment is boring, but they don't have 552 00:27:02,710 --> 00:27:06,484 the resolution that oh, I'm being paid to do it. 553 00:27:06,484 --> 00:27:09,490 So they have to have some way of reducing that dissonance. 554 00:27:09,490 --> 00:27:11,823 And they're going out and recruiting people. 555 00:27:11,823 --> 00:27:15,591 So the way they do it is they reduce the dissonance between 556 00:27:15,591 --> 00:27:18,480 the internal view and external performance by changing their 557 00:27:18,480 --> 00:27:19,610 internal view. 558 00:27:19,610 --> 00:27:20,470 Thanks. 559 00:27:20,470 --> 00:27:23,395 AUDIENCE: Yeah. 560 00:27:23,395 --> 00:27:26,389 AUDIENCE: So I'm wondering whether-- 561 00:27:26,389 --> 00:27:29,383 do you know how people talk about how sometimes if you're 562 00:27:29,383 --> 00:27:31,628 trying to convince people to do something you try to get 563 00:27:31,628 --> 00:27:33,874 them to feel like it was their idea? 564 00:27:33,874 --> 00:27:38,614 And it seems like that would be the opposite approach to 565 00:27:38,614 --> 00:27:40,984 what you were just saying, which was that you try to get 566 00:27:40,984 --> 00:27:43,355 people on board in advance maybe even so subtly that they 567 00:27:43,355 --> 00:27:44,852 don't even realize it. 568 00:27:44,852 --> 00:27:47,846 Because I think if you make people feel like they're being 569 00:27:47,846 --> 00:27:49,592 threatened and furthermore that like you're deceiving 570 00:27:49,592 --> 00:27:53,335 them, but they'll claim to be always kind of on purpose 571 00:27:53,335 --> 00:27:56,632 because you felt like you were backed into a corner. 572 00:27:56,632 --> 00:27:59,052 And even if they're not committed to it, because it 573 00:27:59,052 --> 00:28:02,440 produces them as [INAUDIBLE], or just because people don't 574 00:28:02,440 --> 00:28:04,255 like to be fooled, that they don't like to feel like 575 00:28:04,255 --> 00:28:05,350 they're taken advantage of. 576 00:28:05,350 --> 00:28:05,590 PROFESSOR: Right. 577 00:28:05,590 --> 00:28:07,009 So that's why I would say, yeah. 578 00:28:07,009 --> 00:28:09,390 Take advantage of the freedom that you have that everyone 579 00:28:09,390 --> 00:28:10,070 sort of [INAUDIBLE] 580 00:28:10,070 --> 00:28:12,044 to make smaller changes just on your own. 581 00:28:12,044 --> 00:28:15,502 AUDIENCE: Do you have ideas for how you might go about 582 00:28:15,502 --> 00:28:17,972 [INAUDIBLE], if you see people with [INAUDIBLE]? 583 00:28:17,972 --> 00:28:18,470 PROFESSOR: Yeah. 584 00:28:18,470 --> 00:28:20,265 And not so much convincing things that 585 00:28:20,265 --> 00:28:22,740 it's their idea it's-- 586 00:28:22,740 --> 00:28:25,430 yeah, I don't want to phrase it as people think this as a 587 00:28:25,430 --> 00:28:26,270 dishonest [INAUDIBLE]. 588 00:28:26,270 --> 00:28:27,252 AUDIENCE: Yeah, yeah. 589 00:28:27,252 --> 00:28:29,216 PROFESSOR: It's really you're trying to find collective 590 00:28:29,216 --> 00:28:33,803 solutions to problems that you both think are happening, or 591 00:28:33,803 --> 00:28:34,620 you all think are happening. 592 00:28:34,620 --> 00:28:36,920 So one way to go about that is to say, well, look. 593 00:28:36,920 --> 00:28:38,430 Here is a problem I see. 594 00:28:38,430 --> 00:28:41,340 What do you think you could do about it? 595 00:28:41,340 --> 00:28:43,720 They might agree with you on the problem. 596 00:28:43,720 --> 00:28:47,350 By creating one problem, pretty much generally people 597 00:28:47,350 --> 00:28:50,010 will say, yeah, the students are fine with problem set. 598 00:28:50,010 --> 00:28:52,590 But when they have to go do something with it, 599 00:28:52,590 --> 00:28:53,630 they can't do it. 600 00:28:53,630 --> 00:28:56,168 So you'll get a much wider grievant on that statement 601 00:28:56,168 --> 00:28:57,887 than on what to do about it. 602 00:28:57,887 --> 00:28:59,360 But you can start there. 603 00:28:59,360 --> 00:29:03,140 Say, OK, well, what do you think we should do about it? 604 00:29:03,140 --> 00:29:04,140 They may have some ideas. 605 00:29:04,140 --> 00:29:06,020 They may accept the idea that, well, this 606 00:29:06,020 --> 00:29:07,110 is a serious problem. 607 00:29:07,110 --> 00:29:08,560 And it's not clear what to do about it. 608 00:29:08,560 --> 00:29:12,440 But that right away gives you some license to try to 609 00:29:12,440 --> 00:29:12,830 [? external?] 610 00:29:12,830 --> 00:29:13,610 [INAUDIBLE]. 611 00:29:13,610 --> 00:29:15,380 So you say, OK, well, here's one thing 612 00:29:15,380 --> 00:29:16,808 I'm thinking of trying. 613 00:29:16,808 --> 00:29:18,712 Let's see how it works. 614 00:29:18,712 --> 00:29:22,213 So you're not saying, it must be done this way, and this is 615 00:29:22,213 --> 00:29:24,500 the only way to do it, and you're bad to not do it. 616 00:29:24,500 --> 00:29:25,970 Say, well I'm going to try this. 617 00:29:25,970 --> 00:29:26,950 Let's see how it works. 618 00:29:26,950 --> 00:29:28,910 And I'm happy to share the results with you. 619 00:29:28,910 --> 00:29:30,870 And you can use that, too. 620 00:29:30,870 --> 00:29:37,730 And so there's another related point to that, which is the-- 621 00:29:37,730 --> 00:29:39,820 I don't know what percentage to give it. 622 00:29:39,820 --> 00:29:43,100 So let's call it a 10%, 10%, 8%. 623 00:29:43,100 --> 00:29:46,397 So 10%, 10%, 8% equals this. 624 00:29:55,020 --> 00:29:59,720 So 10% of people will be early adopters. 625 00:29:59,720 --> 00:30:02,574 They're really curious about new things. 626 00:30:02,574 --> 00:30:04,510 They want to try new things. 627 00:30:04,510 --> 00:30:05,760 Let's call them [INAUDIBLE]. 628 00:30:14,030 --> 00:30:19,700 There will be, say, 10% who no matter what you do are just 629 00:30:19,700 --> 00:30:21,310 going to say, this is terrible. 630 00:30:21,310 --> 00:30:22,560 So, the never adopters. 631 00:30:27,280 --> 00:30:31,005 And the 8% who are in the middle who will wait to see 632 00:30:31,005 --> 00:30:33,830 and will sort of sit on the fence but 633 00:30:33,830 --> 00:30:42,005 [INAUDIBLE], but open. 634 00:30:42,005 --> 00:30:43,694 They have other priorities, but they're open to 635 00:30:43,694 --> 00:30:46,380 these kind of things. 636 00:30:46,380 --> 00:30:51,290 So my rough rule of thumb is, when you're talking to 637 00:30:51,290 --> 00:30:54,724 someone, could be figure out which category they're in. 638 00:30:54,724 --> 00:30:58,963 If they're in- this is true of political discussions, right? 639 00:30:58,963 --> 00:31:01,540 You probably have some relatives in the family where 640 00:31:01,540 --> 00:31:04,566 you just agree we're not going to talk about politics. 641 00:31:04,566 --> 00:31:05,554 Right? 642 00:31:05,554 --> 00:31:07,036 So, I have them. 643 00:31:07,036 --> 00:31:10,000 I'm sure I'm in some people's category of that , too. 644 00:31:10,000 --> 00:31:12,470 We just say, we're just not going to talk about that. 645 00:31:12,470 --> 00:31:16,422 Because one or the two of us is not going to adopt the view 646 00:31:16,422 --> 00:31:18,710 of the other no matter what is said because you just think 647 00:31:18,710 --> 00:31:19,960 it's absurd. 648 00:31:22,220 --> 00:31:25,900 So if someone's in that category, don't 649 00:31:25,900 --> 00:31:27,040 even spend any time. 650 00:31:27,040 --> 00:31:28,510 Just spend your time [INAUDIBLE] 651 00:31:28,510 --> 00:31:32,100 category and say, OK, I'm going to move on. 652 00:31:32,100 --> 00:31:35,850 If they're in this category, you usually can figure that 653 00:31:35,850 --> 00:31:37,200 out pretty quickly, too. 654 00:31:37,200 --> 00:31:39,049 Work with them. 655 00:31:39,049 --> 00:31:42,253 And if they're in this category, that's the people 656 00:31:42,253 --> 00:31:46,937 you can reach if you do things in a good way. 657 00:31:46,937 --> 00:31:49,402 OK, now this is actually pretty large. 658 00:31:49,402 --> 00:31:52,853 I think in the '70s this was called the silent majority, 659 00:31:52,853 --> 00:31:55,318 was the code for this [? this word. ?] 660 00:31:55,318 --> 00:31:55,811 Yeah. 661 00:31:55,811 --> 00:31:57,820 AUDIENCE: Are you ready to be done with this? 662 00:31:57,820 --> 00:31:58,500 PROFESSOR: Yeah. 663 00:31:58,500 --> 00:32:00,640 AUDIENCE: Could you talk a little bit-- maybe a little 664 00:32:00,640 --> 00:32:04,280 later-- about what sort of scale changes 665 00:32:04,280 --> 00:32:05,850 you're talking about? 666 00:32:05,850 --> 00:32:09,220 And also along with that, how much power each individual 667 00:32:09,220 --> 00:32:11,620 professor has to design their own course. 668 00:32:11,620 --> 00:32:14,350 If you figure out what the prerequisites are for the next 669 00:32:14,350 --> 00:32:18,510 course, then I don't see exactly what the problem is 670 00:32:18,510 --> 00:32:21,221 doing whatever you want in your course as long as you 671 00:32:21,221 --> 00:32:24,919 meet those-- as long as you teach them. 672 00:32:24,919 --> 00:32:28,850 PROFESSOR: So the question is what size scale change am I 673 00:32:28,850 --> 00:32:29,920 talking about? 674 00:32:29,920 --> 00:32:33,680 Well, it depends. 675 00:32:33,680 --> 00:32:34,940 How much freedom you have depends on the 676 00:32:34,940 --> 00:32:36,440 change you want to do. 677 00:32:36,440 --> 00:32:41,155 For example, suppose you took to heart some of the readings 678 00:32:41,155 --> 00:32:43,450 that were for today and you thought that grading was 679 00:32:43,450 --> 00:32:47,825 really terrible and you want to just dispense with grading 680 00:32:47,825 --> 00:32:49,380 completely. 681 00:32:49,380 --> 00:32:53,285 Well, even if you're teaching all the right stuff, that will 682 00:32:53,285 --> 00:32:54,680 raise a lot of of ire. 683 00:32:54,680 --> 00:32:57,420 And people will come after you for that even if you're 684 00:32:57,420 --> 00:32:59,490 teaching everything right and you're doing all the prereq. 685 00:32:59,490 --> 00:33:04,500 Because it will trigger all kinds of factual, emotional, 686 00:33:04,500 --> 00:33:06,040 meaning responses in other people. 687 00:33:06,040 --> 00:33:09,400 And it'll go against many, many-- and that's what I'm 688 00:33:09,400 --> 00:33:10,840 going to talk about next is-- 689 00:33:10,840 --> 00:33:14,045 features of American society to think we must 690 00:33:14,045 --> 00:33:15,266 do things that way. 691 00:33:15,266 --> 00:33:18,050 So you have less freedom to do something like that, even if 692 00:33:18,050 --> 00:33:20,740 you're meeting all the prereqs. 693 00:33:20,740 --> 00:33:23,157 Now, if you want to, for example, use different 694 00:33:23,157 --> 00:33:25,258 examples to teach the same ideas, Everyone 695 00:33:25,258 --> 00:33:26,900 wants complete freedom. 696 00:33:26,900 --> 00:33:29,113 So it really depends what you want to do. 697 00:33:29,113 --> 00:33:32,740 Then there's many scales where you can make change. 698 00:33:32,740 --> 00:33:35,750 So you may find that there isn't any way to do what I 699 00:33:35,750 --> 00:33:39,164 want to do and meet all the prereqs for the next course, 700 00:33:39,164 --> 00:33:41,888 because it just means doing way too much stuff. 701 00:33:41,888 --> 00:33:44,111 OK, well now you have a problem of a 702 00:33:44,111 --> 00:33:45,350 bigger scale change. 703 00:33:45,350 --> 00:33:49,690 How do you get the whole group of faculty or group of people 704 00:33:49,690 --> 00:33:52,270 in charge of that area or course to change what was 705 00:33:52,270 --> 00:33:55,985 going on and changes the prerequisites, change the 706 00:33:55,985 --> 00:33:56,960 overall curriculum. 707 00:33:56,960 --> 00:33:58,618 So now, you're definitely going to be working with lots 708 00:33:58,618 --> 00:34:00,225 of other people. 709 00:34:00,225 --> 00:34:04,202 There's another sort of dichotomy, which is is the 710 00:34:04,202 --> 00:34:06,110 course required or not? 711 00:34:06,110 --> 00:34:10,090 If the course isn't required, you have much more freedom. 712 00:34:10,090 --> 00:34:10,770 [INAUDIBLE] 713 00:34:10,770 --> 00:34:12,219 so your course. 714 00:34:12,219 --> 00:34:14,570 If people don't like it, they don't have to take it. 715 00:34:14,570 --> 00:34:17,184 And even if other people don't like your course or don't 716 00:34:17,184 --> 00:34:19,420 think it's that important, they're perfectly happy, 717 00:34:19,420 --> 00:34:21,349 generally, to let you teach the course that they don't 718 00:34:21,349 --> 00:34:22,239 think is that important. 719 00:34:22,239 --> 00:34:24,512 Because they want to teach their course, which you may 720 00:34:24,512 --> 00:34:26,836 think is not that important. 721 00:34:26,836 --> 00:34:29,492 But now the required courses that every single undergrad 722 00:34:29,492 --> 00:34:32,650 that majors in the fields take, those generally are 723 00:34:32,650 --> 00:34:34,812 guarded more with jealousy. 724 00:34:34,812 --> 00:34:38,040 And so changes in those are harder and generally require 725 00:34:38,040 --> 00:34:43,270 more consent from other people just because it's considered a 726 00:34:43,270 --> 00:34:46,858 shared core of the field. 727 00:34:46,858 --> 00:34:48,232 So that's the meaning. 728 00:34:48,232 --> 00:34:51,048 And by changing that, you're complicitly perhaps 729 00:34:51,048 --> 00:34:53,478 threatening to share core of the field. 730 00:34:53,478 --> 00:34:56,394 Does that answer your question? 731 00:35:00,768 --> 00:35:05,000 OK, so what I'm going to talk about after the break-- 732 00:35:05,000 --> 00:35:07,840 so this was the idea of cognitive 733 00:35:07,840 --> 00:35:11,360 dissonance, and what role-- 734 00:35:11,360 --> 00:35:15,500 and maybe just a few, your local group, maybe your 735 00:35:15,500 --> 00:35:18,880 department, maybe your school-- 736 00:35:18,880 --> 00:35:21,155 difficulties and obstacles and issues that come up when 737 00:35:21,155 --> 00:35:23,460 you're trying to make some kind of educational change. 738 00:35:23,460 --> 00:35:25,690 What I'm going to talk about after the break is 739 00:35:25,690 --> 00:35:28,170 society-wide features. 740 00:35:28,170 --> 00:35:28,915 All right. 741 00:35:28,915 --> 00:35:32,594 So American society or say, European-American society in 742 00:35:32,594 --> 00:35:36,995 general, that impose really large obstacles 743 00:35:36,995 --> 00:35:38,250 in educational change. 744 00:35:38,250 --> 00:35:40,186 In some ways, even bigger than this one. 745 00:35:40,186 --> 00:35:42,320 And you definitely want to take your time with this one. 746 00:35:42,320 --> 00:35:44,130 But it's also important to take your time with even 747 00:35:44,130 --> 00:35:45,320 larger scale ones. 748 00:35:45,320 --> 00:35:51,310 And those will be Behaviorism, Taylorism, and the history and 749 00:35:51,310 --> 00:35:52,475 the purpose of those schools. 750 00:35:52,475 --> 00:35:54,471 And we'll talk about those after the break. 751 00:35:54,471 --> 00:35:56,467 It's 9:58 right now. 752 00:35:56,467 --> 00:35:59,461 So we'll start at 10:08 according to that clock. 753 00:36:06,946 --> 00:36:10,850 The first barrier, cognitive dissonancy is a-- 754 00:36:10,850 --> 00:36:13,150 to a personal psychology. 755 00:36:13,150 --> 00:36:18,007 But now we're going to look at factors that span the 756 00:36:18,007 --> 00:36:18,220 individual. 757 00:36:18,220 --> 00:36:20,986 I mean, this spans the individual in the sense that 758 00:36:20,986 --> 00:36:24,816 it's the common feature of our psychology, maybe of this 759 00:36:24,816 --> 00:36:26,244 [INAUDIBLE] psychology. 760 00:36:26,244 --> 00:36:30,528 But let's see it in individual people. 761 00:36:30,528 --> 00:36:34,260 But they're are also features that are common across-- 762 00:36:34,260 --> 00:36:37,874 you could call them social psychology or social 763 00:36:37,874 --> 00:36:40,160 tendencies. 764 00:36:40,160 --> 00:36:42,435 The first one is Behaviorism. 765 00:36:45,855 --> 00:36:51,555 Behaviorism is also a school of psychology, which, 766 00:36:51,555 --> 00:36:54,135 basically in America, grew out of Pavlov's work on 767 00:36:54,135 --> 00:36:59,550 conditioning dogs and working on teaching patience by reward 768 00:36:59,550 --> 00:37:01,774 and punishment. 769 00:37:01,774 --> 00:37:08,440 And in psychology, what it was is it was a focus on outputs. 770 00:37:08,440 --> 00:37:12,810 So it basically denied the importance of studying what's 771 00:37:12,810 --> 00:37:17,510 going on inside the human mind. 772 00:37:17,510 --> 00:37:22,250 It was correlated with what was called the logical 773 00:37:22,250 --> 00:37:24,222 positivism in the Vienna school. 774 00:37:24,222 --> 00:37:29,130 So in Europe, around the same time and soon after, was the 775 00:37:29,130 --> 00:37:31,054 rise of quantum mechanics. 776 00:37:31,054 --> 00:37:34,036 So if you look at quantum mechanics, quantum mechanics 777 00:37:34,036 --> 00:37:37,710 was created partly by the Vienna logical positivists in 778 00:37:37,710 --> 00:37:38,510 math in [INAUDIBLE]. 779 00:37:38,510 --> 00:37:41,645 In quantum mechanics what's one of the fundamental ideas 780 00:37:41,645 --> 00:37:43,830 is what's called an observer. 781 00:37:43,830 --> 00:37:45,280 You know, where it says, look. 782 00:37:45,280 --> 00:37:47,490 Don't talk about what's not observable. 783 00:37:47,490 --> 00:37:49,380 The important thing is what's observable. 784 00:37:49,380 --> 00:37:53,050 Everything is sort of rigid around observance. 785 00:37:53,050 --> 00:37:55,030 All right, so behaviorist psychology was 786 00:37:55,030 --> 00:37:56,115 almost in the same way. 787 00:37:56,115 --> 00:37:57,833 It says, look, don't talk about the mind. 788 00:37:57,833 --> 00:37:59,216 We don't know what the mind is. 789 00:37:59,216 --> 00:38:00,600 It has no separate existence. 790 00:38:00,600 --> 00:38:02,170 Let's just talk about behaviors. 791 00:38:02,170 --> 00:38:07,936 How does what you do effect what the organism does? 792 00:38:07,936 --> 00:38:14,146 It's a fine way of training pigeons, but it's not a great 793 00:38:14,146 --> 00:38:17,900 way of understanding people. 794 00:38:17,900 --> 00:38:21,880 But you can see that it's actually dominant in lots of 795 00:38:21,880 --> 00:38:23,040 American education. 796 00:38:23,040 --> 00:38:26,440 So Behaviorism was actually strongest in America, It was 797 00:38:26,440 --> 00:38:31,453 eventually, I would say, demolished as an intellectual 798 00:38:31,453 --> 00:38:36,374 movement basically in this space. 799 00:38:36,374 --> 00:38:39,176 I guess the old linguistic department was here. 800 00:38:39,176 --> 00:38:44,900 And Noam Chomsky in 1957, '59 wrote the review of Skinner's 801 00:38:44,900 --> 00:38:46,865 book on Behaviorism. 802 00:38:46,865 --> 00:38:51,222 And that's considered the coup de grace of Behaviorism. 803 00:38:51,222 --> 00:38:53,673 But even then, the idea lives on. 804 00:38:53,673 --> 00:38:56,880 And it underlies so much of what goes on in this school. 805 00:38:56,880 --> 00:39:00,555 And you can see that with actually the lively examples 806 00:39:00,555 --> 00:39:01,780 of that, given the core. 807 00:39:01,780 --> 00:39:03,740 I'll give you one more of that [INAUDIBLE]. 808 00:39:03,740 --> 00:39:06,260 So this was a study. 809 00:39:06,260 --> 00:39:12,929 This was fourth, fifth, and sixth grade. 810 00:39:12,929 --> 00:39:15,670 And they were asked what's six times three. 811 00:39:15,670 --> 00:39:18,250 Well, they weren't having a problem with that, It's 18. 812 00:39:18,250 --> 00:39:24,732 They were asked to make a story problem for 6 813 00:39:24,732 --> 00:39:26,384 times 3 equals 18. 814 00:39:30,446 --> 00:39:33,864 80% of the students could not do it. 815 00:39:33,864 --> 00:39:36,650 They couldn't make a valid story problem. 816 00:39:36,650 --> 00:39:38,873 Now, what I mean by story problem is a word problem. 817 00:39:38,873 --> 00:39:40,580 So they could actually do the multiplication. 818 00:39:40,580 --> 00:39:41,510 That was no problem. 819 00:39:41,510 --> 00:39:45,310 But to make a problem which used that multiplication, that 820 00:39:45,310 --> 00:39:48,650 was difficult for them. 821 00:39:48,650 --> 00:39:51,774 Most of the problems they came up with were along this line. 822 00:39:58,990 --> 00:40:05,386 On Monday, Johnny buys six apples. 823 00:40:05,386 --> 00:40:07,354 It's always Johnny, not John. 824 00:40:07,354 --> 00:40:08,604 I don't know why. 825 00:40:12,766 --> 00:40:15,226 On Tuesday, Johnny buys three apples. 826 00:40:21,622 --> 00:40:26,460 So 6 times 3 equals 18. 827 00:40:26,460 --> 00:40:30,955 There's was a fundamental lack of understanding of what's 828 00:40:30,955 --> 00:40:33,170 going on here behind the equation. 829 00:40:33,170 --> 00:40:34,391 So the performance was fine. 830 00:40:34,391 --> 00:40:36,350 He said, what's 6 times 3? 831 00:40:36,350 --> 00:40:39,042 18. 832 00:40:39,042 --> 00:40:41,850 And so the observable was [INAUDIBLE]. 833 00:40:41,850 --> 00:40:43,795 So by the [INAUDIBLE] standards that was fine. 834 00:40:43,795 --> 00:40:44,980 There was no problem. 835 00:40:44,980 --> 00:40:47,428 And so much of it was on the school. 836 00:40:47,428 --> 00:40:50,236 Bacon just looks at the outreach. 837 00:40:50,236 --> 00:40:54,180 Whereas, if you actually look into the [INAUDIBLE], that 838 00:40:54,180 --> 00:40:58,396 Behaviorists say you shouldn't really do, and ask the tougher 839 00:40:58,396 --> 00:41:00,330 [? question, you'll ?] find it actually has no meat. 840 00:41:00,330 --> 00:41:02,108 But it's just like tissue. 841 00:41:02,108 --> 00:41:05,384 AUDIENCE: Is the problem here me, or is it we are looking 842 00:41:05,384 --> 00:41:06,788 for the wrong outputs? 843 00:41:06,788 --> 00:41:11,836 I don't see, per se, how asking students to make a word 844 00:41:11,836 --> 00:41:15,438 problem is looking into the mind any deeper than asking 845 00:41:15,438 --> 00:41:18,141 them 6 times 3 equals 18 because it's an output that's 846 00:41:18,141 --> 00:41:19,798 closer to what we want students to 847 00:41:19,798 --> 00:41:21,048 actually be able to do. 848 00:41:24,414 --> 00:41:28,110 PROFESSOR: The thing is if they this, if they produce a 849 00:41:28,110 --> 00:41:31,610 correct story as a formula too, then you wouldn't be 850 00:41:31,610 --> 00:41:32,320 happy either. 851 00:41:32,320 --> 00:41:35,012 So in some way you want to know does this 852 00:41:35,012 --> 00:41:37,270 have meaning for them. 853 00:41:37,270 --> 00:41:40,095 So you could then say, well, 6 times 3 is 18. 854 00:41:40,095 --> 00:41:42,306 OK, they understood that. 855 00:41:42,306 --> 00:41:45,270 Now, I want them to give me the right 856 00:41:45,270 --> 00:41:46,548 output of a story problem. 857 00:41:46,548 --> 00:41:49,512 Well, I have them memorize a correct story problem. 858 00:41:49,512 --> 00:41:51,363 Whenever they see multiplication, do this kind 859 00:41:51,363 --> 00:41:52,980 of story problem. 860 00:41:52,980 --> 00:41:55,686 And then, if you ask them the question give me a story 861 00:41:55,686 --> 00:41:57,918 problem, they would produce the right output. 862 00:41:57,918 --> 00:41:58,910 But you'd still be unhappy. 863 00:41:58,910 --> 00:42:01,555 You'd have to ask a different question to figure out if it 864 00:42:01,555 --> 00:42:03,870 actually had any meat. 865 00:42:03,870 --> 00:42:09,350 Maybe for example you'd say, well, multiplication's pretty 866 00:42:09,350 --> 00:42:12,740 similar to division, so let me see if they could make a story 867 00:42:12,740 --> 00:42:13,990 problem for division. 868 00:42:13,990 --> 00:42:16,550 Or let me give them a different question, 869 00:42:16,550 --> 00:42:18,020 which is this one. 870 00:42:18,020 --> 00:42:20,796 Suppose they hadn't had this question before and hadn't 871 00:42:20,796 --> 00:42:22,046 been pigeon trained with it. 872 00:42:34,190 --> 00:42:37,260 So you could give them that question and see if they 873 00:42:37,260 --> 00:42:39,414 understood what really multiplication means. 874 00:42:39,414 --> 00:42:42,153 If they just write down 73, you would say, OK, they 875 00:42:42,153 --> 00:42:42,900 understood that. 876 00:42:42,900 --> 00:42:45,537 And it would be kind of pointless to try and have them 877 00:42:45,537 --> 00:42:46,630 memorize all questions like this. 878 00:42:46,630 --> 00:42:50,130 But after they've seen this kind of question, yeah, they 879 00:42:50,130 --> 00:42:51,930 might produce the right output. 880 00:42:51,930 --> 00:42:54,641 If you just tell them, OK, whenever you see this, one, 881 00:42:54,641 --> 00:42:59,050 two, three, four guys here and four there, produce 73 here. 882 00:42:59,050 --> 00:43:01,630 Well, that's different from really in understanding 883 00:43:01,630 --> 00:43:02,820 multiplication. 884 00:43:02,820 --> 00:43:06,731 So I would say output is not sufficient. 885 00:43:06,731 --> 00:43:10,070 So you have to look behind the output. 886 00:43:10,070 --> 00:43:12,280 Did that help answer your question? 887 00:43:12,280 --> 00:43:14,470 AUDIENCE: Well, but I feel like you're still looking 888 00:43:14,470 --> 00:43:16,972 [INAUDIBLE] but the difference is the process you used to get 889 00:43:16,972 --> 00:43:19,828 the students to the point where they can generate that. 890 00:43:19,828 --> 00:43:20,780 PROFESSOR: No. 891 00:43:20,780 --> 00:43:22,684 Well, you're looking at the output, because that's all you 892 00:43:22,684 --> 00:43:23,170 can look at. 893 00:43:23,170 --> 00:43:31,290 But you're not saying if the output is fine, it's-- 894 00:43:31,290 --> 00:43:34,320 you're making inferences about what's going behind that. 895 00:43:34,320 --> 00:43:36,470 And that's what behaviorists don't want. 896 00:43:36,470 --> 00:43:38,800 You're saying, oh, there's understanding, there's 897 00:43:38,800 --> 00:43:43,259 meaning, there's reasoning going on beyond the output. 898 00:43:43,259 --> 00:43:44,918 And that's what the Behaviorists don't want to 899 00:43:44,918 --> 00:43:45,480 talk about. 900 00:43:45,480 --> 00:43:47,875 They just want to talk about just the outputs. 901 00:43:47,875 --> 00:43:50,300 And that's a fundamental problem. 902 00:43:50,300 --> 00:43:51,895 Because real understanding-- 903 00:43:54,720 --> 00:43:57,520 focus on just outputs leads to rote learning. 904 00:43:57,520 --> 00:44:00,760 And I think that is one explanation for why there's so 905 00:44:00,760 --> 00:44:04,814 much rote learning produced in the American education system. 906 00:44:04,814 --> 00:44:06,308 AUDIENCE: Does anyone-- 907 00:44:10,292 --> 00:44:13,280 [INAUDIBLE] 908 00:44:13,280 --> 00:44:14,276 [? location ?] 909 00:44:14,276 --> 00:44:15,770 [INAUDIBLE] 910 00:44:15,770 --> 00:44:18,758 making the contributions [INAUDIBLE] like understanding 911 00:44:18,758 --> 00:44:21,248 a problem, [INAUDIBLE]. 912 00:44:26,760 --> 00:44:31,620 So what's the operation for that that's different from 913 00:44:31,620 --> 00:44:32,110 making up problem. 914 00:44:32,110 --> 00:44:37,350 Making up a problem requires more understanding, right? 915 00:44:37,350 --> 00:44:37,800 PROFESSOR: Yeah. 916 00:44:37,800 --> 00:44:39,467 Making up a problem does require a lot of 917 00:44:39,467 --> 00:44:40,778 understanding. 918 00:44:40,778 --> 00:44:41,215 AUDIENCE: [INAUDIBLE] 919 00:44:41,215 --> 00:44:46,500 So society wise, you only need a person to solve the problem 920 00:44:46,500 --> 00:44:49,010 not make up a problem, right? 921 00:44:49,010 --> 00:44:54,010 PROFESSOR: Well, that's not the purpose of-- 922 00:44:54,010 --> 00:44:56,560 so do mean prompt people to just solve 923 00:44:56,560 --> 00:44:58,320 problems or make up problems? 924 00:44:58,320 --> 00:45:00,010 That can't be the premise on [INAUDIBLE] 925 00:45:00,010 --> 00:45:02,080 democratic society. 926 00:45:02,080 --> 00:45:02,575 AUDIENCE: Right. 927 00:45:02,575 --> 00:45:03,070 OK. 928 00:45:03,070 --> 00:45:04,555 I agree with that. 929 00:45:04,555 --> 00:45:08,020 But why should [INAUDIBLE]? 930 00:45:08,020 --> 00:45:09,010 PROFESSOR: Pardon? 931 00:45:09,010 --> 00:45:10,990 AUDIENCE: Who's happy to choose the computation? 932 00:45:10,990 --> 00:45:13,955 They know that 6 times 3 is 18. 933 00:45:13,955 --> 00:45:15,205 [INAUDIBLE]. 934 00:45:17,915 --> 00:45:18,905 PROFESSOR: Well, so it depends. 935 00:45:18,905 --> 00:45:22,370 So on the [INAUDIBLE] in many schools there's tests that 936 00:45:22,370 --> 00:45:23,860 just test things like that. 937 00:45:23,860 --> 00:45:25,602 [INAUDIBLE] . 938 00:45:25,602 --> 00:45:30,465 So the No Child Left Behind Act has pretty much mandated 939 00:45:30,465 --> 00:45:32,505 that children be tested pretty regularly 940 00:45:32,505 --> 00:45:35,394 on their basic skills. 941 00:45:35,394 --> 00:45:38,140 And so there's a ton of questions and things like that 942 00:45:38,140 --> 00:45:39,510 on these basic skills tests. 943 00:45:39,510 --> 00:45:41,750 So some people care. 944 00:45:41,750 --> 00:45:46,180 And these kind of tests are an impediment to making any kind 945 00:45:46,180 --> 00:45:47,784 of educational change. 946 00:45:47,784 --> 00:45:52,664 Because if you start spending time on things like that, 947 00:45:52,664 --> 00:45:56,640 well, then you have less time to practice three-digit by 948 00:45:56,640 --> 00:45:57,890 five-digit multiplication. 949 00:46:00,750 --> 00:46:03,812 AUDIENCE: Now this [INAUDIBLE]. 950 00:46:03,812 --> 00:46:07,796 We should say [INAUDIBLE] 951 00:46:07,796 --> 00:46:12,278 point first, and then from there break it down to the 952 00:46:12,278 --> 00:46:13,274 [INAUDIBLE] 953 00:46:13,274 --> 00:46:16,262 much more [INAUDIBLE] than [INAUDIBLE]. 954 00:46:23,234 --> 00:46:24,728 PROFESSOR: That may be true. 955 00:46:24,728 --> 00:46:27,218 So the comment was that maybe it's better to try something 956 00:46:27,218 --> 00:46:29,210 not so hard as making up a story problem. 957 00:46:29,210 --> 00:46:29,708 Identify-- 958 00:46:29,708 --> 00:46:33,730 AUDIENCE: [INAUDIBLE] the [INAUDIBLE] that we need. 959 00:46:33,730 --> 00:46:35,070 PROFESSOR: It shouldn't be that hard. 960 00:46:35,070 --> 00:46:36,400 AUDIENCE: I mean, we're on a skill, right? 961 00:46:36,400 --> 00:46:38,142 PROFESSOR: It shouldn't be that hard, but it is hard if 962 00:46:38,142 --> 00:46:40,158 you've just done drill. 963 00:46:40,158 --> 00:46:40,625 AUDIENCE: Yeah. 964 00:46:40,625 --> 00:46:42,026 If you start so low-- 965 00:46:42,026 --> 00:46:42,493 PROFESSOR: Yeah. 966 00:46:42,493 --> 00:46:42,960 I agree. 967 00:46:42,960 --> 00:46:45,370 So it's not saying that all of a sudden now-- 968 00:46:45,370 --> 00:46:47,605 I'm not saying all of a sudden now you should ask what we're 969 00:46:47,605 --> 00:46:49,500 doing with this question how to make a story problem. 970 00:46:49,500 --> 00:46:53,333 But this is used as an example to show how far away we are 971 00:46:53,333 --> 00:46:54,583 from where we'd like to be. 972 00:46:57,190 --> 00:47:03,820 So Behaviorism is, I would say branded reward and punishment, 973 00:47:03,820 --> 00:47:07,740 pretty much rampant in American society. 974 00:47:07,740 --> 00:47:11,415 In discussions of merit pay for teachers, OK, should we 975 00:47:11,415 --> 00:47:14,845 give teachers higher pay if their students do better on 976 00:47:14,845 --> 00:47:17,050 tests from No Child Left Behind? 977 00:47:17,050 --> 00:47:21,010 So that is the assumption that you want more output from the 978 00:47:21,010 --> 00:47:22,480 teacher in that [INAUDIBLE]. 979 00:47:22,480 --> 00:47:23,460 You just pay more money. 980 00:47:23,460 --> 00:47:25,420 You give them more pigeon food. 981 00:47:25,420 --> 00:47:29,340 But there actually maybe other reasons going on, there may be 982 00:47:29,340 --> 00:47:32,990 completely other factors besides input output. 983 00:47:32,990 --> 00:47:35,636 For example, maybe teachers think we shouldn't be teaching 984 00:47:35,636 --> 00:47:37,548 the test this way. 985 00:47:37,548 --> 00:47:40,655 Maybe there's all kinds of social consideration which 986 00:47:40,655 --> 00:47:47,305 aren't included in just paying people quote "meritly." So you 987 00:47:47,305 --> 00:47:50,419 could see how rampant it is because when you say, oh no, 988 00:47:50,419 --> 00:47:51,762 we shouldn't do that to teachers, people 989 00:47:51,762 --> 00:47:53,850 think you're crazy. 990 00:47:53,850 --> 00:47:56,476 They say, well, of course we should-- and then they make a 991 00:47:56,476 --> 00:47:58,620 really, really long argument for why we shouldn't. 992 00:47:58,620 --> 00:48:01,755 So the default is, yeah, everything should be paid 993 00:48:01,755 --> 00:48:03,502 according to results and rewards, and rewarding 994 00:48:03,502 --> 00:48:04,500 according to result. 995 00:48:04,500 --> 00:48:04,999 Yeah. 996 00:48:04,999 --> 00:48:06,995 AUDIENCE: I'm curious about what you think-- because I do 997 00:48:06,995 --> 00:48:09,989 think that there is no question that in our society 998 00:48:09,989 --> 00:48:12,650 things in which we give respect to and value as a 999 00:48:12,650 --> 00:48:15,727 society do get paid more and [INAUDIBLE] to have more 1000 00:48:15,727 --> 00:48:18,840 perspective as we [INAUDIBLE] our educational system is that 1001 00:48:18,840 --> 00:48:21,074 we don't pay our teachers anything and 1002 00:48:21,074 --> 00:48:21,714 don't respect them. 1003 00:48:21,714 --> 00:48:24,427 And that's why very few people actually consider that as a 1004 00:48:24,427 --> 00:48:25,546 real career. 1005 00:48:25,546 --> 00:48:27,470 [INAUDIBLE] 1006 00:48:27,470 --> 00:48:30,272 you know, [INAUDIBLE] to actually consider 1007 00:48:30,272 --> 00:48:31,206 teaching at my school. 1008 00:48:31,206 --> 00:48:32,607 Very [INAUDIBLE] rate. 1009 00:48:32,607 --> 00:48:34,020 And that's because it's not respected. 1010 00:48:34,020 --> 00:48:36,970 It's not considered a challenging [INAUDIBLE]. 1011 00:48:36,970 --> 00:48:40,645 But don't you think that the amount of money that people 1012 00:48:40,645 --> 00:48:43,340 get paid actually does in some sense request our respect for 1013 00:48:43,340 --> 00:48:44,390 them as a society? 1014 00:48:44,390 --> 00:48:45,340 PROFESSOR: That I agree with. 1015 00:48:45,340 --> 00:48:48,440 So there's the meaning [INAUDIBLE]. 1016 00:48:48,440 --> 00:48:51,460 Yeah, there's meaning associated with the salary. 1017 00:48:51,460 --> 00:48:55,475 So the problem, what's wrong with merit pay is that the 1018 00:48:55,475 --> 00:48:58,050 meaning is that you're competing with other teachers. 1019 00:48:58,050 --> 00:49:01,114 I'll give some money to the schools and say, now dole it 1020 00:49:01,114 --> 00:49:02,110 out among your teachers. 1021 00:49:02,110 --> 00:49:03,106 And the one's who do best--- 1022 00:49:03,106 --> 00:49:03,604 AUDIENCE: Yeah. 1023 00:49:03,604 --> 00:49:04,600 No, I think that's [INAUDIBLE]. 1024 00:49:04,600 --> 00:49:06,810 PROFESSOR: But I agree with you about increasing the 1025 00:49:06,810 --> 00:49:09,113 overall salaries for teachers. 1026 00:49:09,113 --> 00:49:11,987 And it's exactly right what you say that it's not 1027 00:49:11,987 --> 00:49:15,140 respected as a profession in this country. 1028 00:49:15,140 --> 00:49:18,535 And as you say, people who get a Ph.D from MIT are not likely 1029 00:49:18,535 --> 00:49:21,445 to teach in high school, which is, I think, sad. 1030 00:49:21,445 --> 00:49:22,950 But it doesn't have to be that way. 1031 00:49:22,950 --> 00:49:24,200 So in Europe-- 1032 00:49:24,200 --> 00:49:27,006 so George Collier, one of the greatest mathematicians of the 1033 00:49:27,006 --> 00:49:29,148 century, he taught at a Swiss high school. 1034 00:49:29,148 --> 00:49:32,606 It was a considered a very respectable position and 1035 00:49:32,606 --> 00:49:33,594 profession. 1036 00:49:33,594 --> 00:49:35,076 It's a serious profession. 1037 00:49:35,076 --> 00:49:37,546 It's really important. 1038 00:49:37,546 --> 00:49:39,870 Whereas, that's pretty much unheard of here. 1039 00:49:39,870 --> 00:49:42,156 And [INAUDIBLE]. 1040 00:49:42,156 --> 00:49:45,130 So it's a combination of respect and salary. 1041 00:49:45,130 --> 00:49:48,195 And related to that, autonomy. 1042 00:49:48,195 --> 00:49:50,885 So teachers here in America generally have the least 1043 00:49:50,885 --> 00:49:54,760 autonomy compared to, say, Western European countries. 1044 00:49:54,760 --> 00:49:57,423 So one way of measuring that is just how much free time 1045 00:49:57,423 --> 00:49:59,778 teachers have to do curriculum [INAUDIBLE]. 1046 00:49:59,778 --> 00:50:01,662 So think back to your own high school. 1047 00:50:01,662 --> 00:50:04,730 How many classes did your teacher teach? 1048 00:50:04,730 --> 00:50:06,232 Typically, six a day. 1049 00:50:06,232 --> 00:50:09,606 I mean, I'm exhausted if I teach two classes today. 1050 00:50:09,606 --> 00:50:12,498 Because it really takes energy to teach a class really well, 1051 00:50:12,498 --> 00:50:16,780 think about it, prepare, answer questions, follow up 1052 00:50:16,780 --> 00:50:19,390 with what happened, and make references. 1053 00:50:19,390 --> 00:50:21,540 Teaching six times a day is absurd. 1054 00:50:21,540 --> 00:50:24,692 And all you can do is just try to survive. 1055 00:50:24,692 --> 00:50:27,584 So that's, again, another barrier to educational change. 1056 00:50:27,584 --> 00:50:31,882 So that is barrier number two which is-- 1057 00:50:31,882 --> 00:50:34,342 the second we'll call the [INAUDIBLE]. 1058 00:50:48,610 --> 00:50:53,530 So it's the focus on outputs and reward and punishment. 1059 00:50:53,530 --> 00:50:58,500 And then the next barrier is another social wide factor 1060 00:50:58,500 --> 00:51:00,840 called Taylorism. 1061 00:51:00,840 --> 00:51:02,690 So Taylor-- 1062 00:51:02,690 --> 00:51:06,268 it's related a bit to Behaviorism. 1063 00:51:06,268 --> 00:51:11,238 So Frederick Taylor was a mechanical engineer. 1064 00:51:11,238 --> 00:51:12,232 Let's see, when did he live? 1065 00:51:12,232 --> 00:51:17,202 About 1850ish to about 1915 or 1920. 1066 00:51:17,202 --> 00:51:20,200 1856 to 1915. 1067 00:51:20,200 --> 00:51:22,460 So what he did-- 1068 00:51:22,460 --> 00:51:27,130 he's the originator of time and motion studies. 1069 00:51:27,130 --> 00:51:30,260 So time and motion studies watch how someone, for 1070 00:51:30,260 --> 00:51:33,470 example, is riveting bolts onto a car. 1071 00:51:33,470 --> 00:51:36,638 And you watch every single movement and you optimize it. 1072 00:51:36,638 --> 00:51:39,235 And you say, oh, actually if you have the screwdriver on 1073 00:51:39,235 --> 00:51:42,482 this side, well then when the car door comes down this way 1074 00:51:42,482 --> 00:51:45,079 you can do this with much shorter movement than trying 1075 00:51:45,079 --> 00:51:46,870 to do that. 1076 00:51:46,870 --> 00:51:49,367 So they said you can break every task down with a lots of 1077 00:51:49,367 --> 00:51:52,420 little little fragments you can optimize. 1078 00:51:52,420 --> 00:51:57,160 Now, this basically took the whole country by storm in the 1079 00:51:57,160 --> 00:51:59,096 1910s or so. 1080 00:51:59,096 --> 00:52:00,740 Now, how did that happen? 1081 00:52:00,740 --> 00:52:03,908 Well, this was a time of industrial unrest. 1082 00:52:07,320 --> 00:52:09,920 And unions were striking demanded higher wages. 1083 00:52:09,920 --> 00:52:16,472 And there was the Interstate Commerce Commission, which 1084 00:52:16,472 --> 00:52:17,670 regulated the railroad fares. 1085 00:52:17,670 --> 00:52:22,180 And so the railroad attorney, Louis Brandeis, later Supreme 1086 00:52:22,180 --> 00:52:24,802 Court Justice, argued the in front of the Interstate 1087 00:52:24,802 --> 00:52:28,760 Commerce Commission, well, actually we don't have to 1088 00:52:28,760 --> 00:52:30,110 raise fares. 1089 00:52:30,110 --> 00:52:34,455 And we can actually give the unions some of what they want 1090 00:52:34,455 --> 00:52:36,656 without doing any of that provided we 1091 00:52:36,656 --> 00:52:38,592 implement Taylor's system. 1092 00:52:38,592 --> 00:52:43,500 So the idea of Taylor's system was a way of basically trying 1093 00:52:43,500 --> 00:52:48,784 to prevent the unions from striking, but not distribute 1094 00:52:48,784 --> 00:52:52,090 any of the wealth for management, but just make 1095 00:52:52,090 --> 00:52:53,660 things more efficient. 1096 00:52:53,660 --> 00:52:58,482 So it was what we now call the Cult of Efficiency. 1097 00:52:58,482 --> 00:53:03,440 And this Cult of Efficiency I would say probably could only 1098 00:53:03,440 --> 00:53:07,190 happen in a frontier society, like America. 1099 00:53:07,190 --> 00:53:11,591 So there's a completely fascinating book, which I 1100 00:53:11,591 --> 00:53:24,305 highly recommend reading, The Great Frontier, by Walter 1101 00:53:24,305 --> 00:53:27,270 Prescott Webb. 1102 00:53:27,270 --> 00:53:30,780 So what he looks at is he looks at the effect on 1103 00:53:30,780 --> 00:53:35,334 European society of the European discovery of the 1104 00:53:35,334 --> 00:53:39,180 Americas, so around 1500 BC. 1105 00:53:39,180 --> 00:53:41,470 Columbus sailed and all the explorers were going a sail. 1106 00:53:41,470 --> 00:53:42,370 So what happened? 1107 00:53:42,370 --> 00:53:46,430 Well, before 1500 Europe was extremely crowded, lots of 1108 00:53:46,430 --> 00:53:51,100 people, very few resources, very little land, pretty much 1109 00:53:51,100 --> 00:53:54,680 deforested, not much fuel. 1110 00:53:54,680 --> 00:53:56,720 And so it was a hard place to live. 1111 00:53:59,480 --> 00:54:02,890 With the discovery of the new world, that switched. 1112 00:54:02,890 --> 00:54:06,618 There was now a ton of land and not enough people, 1113 00:54:06,618 --> 00:54:10,524 especially after the Indians all got small pox and died. 1114 00:54:10,524 --> 00:54:14,680 There was a ton of natural resources-- wood, minerals, 1115 00:54:14,680 --> 00:54:16,250 eventually oil. 1116 00:54:16,250 --> 00:54:21,409 So around 1500, so the world society changed. 1117 00:54:21,409 --> 00:54:22,816 At least the European society. 1118 00:54:22,816 --> 00:54:26,440 And with it, changed conceptions of how society 1119 00:54:26,440 --> 00:54:28,460 should work. 1120 00:54:28,460 --> 00:54:33,018 And in the frontier societies, basically everything was there 1121 00:54:33,018 --> 00:54:34,148 for the taking. 1122 00:54:34,148 --> 00:54:36,084 You just had to work to get it. 1123 00:54:36,084 --> 00:54:39,956 So in a frontier society, basically work was a religion. 1124 00:54:39,956 --> 00:54:42,860 That was the religion of a frontier society. 1125 00:54:42,860 --> 00:54:45,050 And you can still see that in America. 1126 00:54:45,050 --> 00:54:47,856 How many weeks of holidays do people have completely 1127 00:54:47,856 --> 00:54:48,840 guaranteed? 1128 00:54:48,840 --> 00:54:51,300 I think zero. 1129 00:54:51,300 --> 00:54:54,517 And whereas in-- for example, England, I think it was four 1130 00:54:54,517 --> 00:54:56,274 weeks, maybe statutory minimum. 1131 00:54:56,274 --> 00:54:59,148 In Germany, it's five or six weeks. 1132 00:54:59,148 --> 00:55:02,980 So in the frontier society, work will be your religion. 1133 00:55:02,980 --> 00:55:08,411 And it's likely to be placed where ideas such as Taylorism 1134 00:55:08,411 --> 00:55:11,610 will grow, and sprout, and thrive. 1135 00:55:11,610 --> 00:55:15,708 So Taylorism spread throughout the entire country, including 1136 00:55:15,708 --> 00:55:17,904 to the schools. 1137 00:55:17,904 --> 00:55:19,368 And you can still see it in school. 1138 00:55:19,368 --> 00:55:23,272 School is considered a factory. 1139 00:55:23,272 --> 00:55:25,712 And the inputs are the students. 1140 00:55:25,712 --> 00:55:28,152 And we want to do that as efficiently as possible. 1141 00:55:28,152 --> 00:55:32,285 Think class size, giant buildings to [INAUDIBLE] 1142 00:55:32,285 --> 00:55:36,130 to produce more product at the end. 1143 00:55:36,130 --> 00:55:40,004 So this is one of the early examples of a Taylor school. 1144 00:55:42,840 --> 00:55:44,650 The Platoon School. 1145 00:55:44,650 --> 00:55:46,730 So this was an elementary school. 1146 00:55:46,730 --> 00:55:48,170 What they did was they-- 1147 00:55:48,170 --> 00:55:49,420 this is absurd. 1148 00:55:52,500 --> 00:55:56,750 They enrolled 10% to 70% more children than there were seats 1149 00:55:56,750 --> 00:55:57,510 for in the classrooms. 1150 00:55:57,510 --> 00:55:59,382 So [INAUDIBLE] 1151 00:55:59,382 --> 00:56:00,786 efficiency. 1152 00:56:00,786 --> 00:56:04,795 This is done by dumping the 10% to 70% on the playground, 1153 00:56:04,795 --> 00:56:06,510 into the auditorium or basement. 1154 00:56:06,510 --> 00:56:09,608 So by keeping all the children rotating from room to room, 1155 00:56:09,608 --> 00:56:13,560 teacher to teacher, so that the same 10% to 70% 1156 00:56:13,560 --> 00:56:16,030 [INAUDIBLE] way longer than 30 consecutive minutes to get 1157 00:56:16,030 --> 00:56:18,994 into classrooms. 1158 00:56:18,994 --> 00:56:21,796 So even the 6-year-old children have 6 or 7 teachers 1159 00:56:21,796 --> 00:56:25,270 a day and as many as 12 or 13 in some cities. 1160 00:56:25,270 --> 00:56:27,340 And teachers handle as many as 400 people through the day and 1161 00:56:27,340 --> 00:56:28,450 1,000 a week. 1162 00:56:28,450 --> 00:56:31,950 So the terrorists came to the school and said, hey, look, 1163 00:56:31,950 --> 00:56:36,030 these schools-- it's all very relevant to have small schools 1164 00:56:36,030 --> 00:56:37,880 for people, but really, it's not efficient. 1165 00:56:37,880 --> 00:56:40,220 Look, there's all this inefficiency you could squeeze 1166 00:56:40,220 --> 00:56:41,820 out of the system. 1167 00:56:41,820 --> 00:56:44,710 And so you can see probably MIT's going to be going 1168 00:56:44,710 --> 00:56:47,578 through something like that with the budget cuts, all the 1169 00:56:47,578 --> 00:56:49,490 [INAUDIBLE]. 1170 00:56:49,490 --> 00:56:50,860 And trying to squeeze the life-- 1171 00:56:50,860 --> 00:56:54,270 I mean, the inefficiencies out of the place. 1172 00:56:54,270 --> 00:56:56,574 So what they said was they said, oh, look, there are all 1173 00:56:56,574 --> 00:56:59,382 these rooms that aren't being used. 1174 00:56:59,382 --> 00:57:01,645 You have the gym that's not used all the time. 1175 00:57:01,645 --> 00:57:04,760 There's the lunch room that's only used at lunch time. 1176 00:57:04,760 --> 00:57:05,450 That's crazy. 1177 00:57:05,450 --> 00:57:07,756 There's an empty room there. 1178 00:57:07,756 --> 00:57:10,690 There's the playground that's only used at recess. 1179 00:57:10,690 --> 00:57:12,034 What we should do is we should rotate the 1180 00:57:12,034 --> 00:57:13,135 kids all the way through. 1181 00:57:13,135 --> 00:57:15,820 And you'll actually see that in schools now. 1182 00:57:15,820 --> 00:57:19,430 Many of them have lunch period that starts at 10:00 AM, and 1183 00:57:19,430 --> 00:57:23,020 the lunch period goes till almost 2:00, because it's a 1184 00:57:23,020 --> 00:57:25,960 much more efficient use of the lunch room. 1185 00:57:25,960 --> 00:57:29,145 But ironically, they had to cancel recess, because recess 1186 00:57:29,145 --> 00:57:30,370 is inefficient. 1187 00:57:30,370 --> 00:57:33,800 Recess is not efficient for doing standardized test 1188 00:57:33,800 --> 00:57:35,440 problems, so you guys will see that as well. 1189 00:57:35,440 --> 00:57:37,678 So again, they called it efficiency. 1190 00:57:37,678 --> 00:57:40,123 That was back in the '20s [INAUDIBLE]. 1191 00:57:40,123 --> 00:57:43,383 It's from Raymond Callahan's book called Education and the 1192 00:57:43,383 --> 00:57:46,480 Cult of Efficiency: A Study of the Social Forces that have 1193 00:57:46,480 --> 00:57:48,925 Shaped the Administration of Public School. 1194 00:57:48,925 --> 00:57:52,348 It's about Taylorism in the public schools. 1195 00:57:52,348 --> 00:57:54,304 But it continues to today. 1196 00:57:54,304 --> 00:57:56,680 In No Child Left Behind, you can see is a 1197 00:57:56,680 --> 00:57:57,764 perfect example of it. 1198 00:57:57,764 --> 00:57:59,150 [INAUDIBLE] 1199 00:57:59,150 --> 00:58:02,107 wrote, he said, "The long lines of marching children 1200 00:58:02,107 --> 00:58:04,775 that look to be like nothing so much as the lines of 1201 00:58:04,775 --> 00:58:08,412 uncompleted Ford cars in the factory, moving always on with 1202 00:58:08,412 --> 00:58:11,322 a screw put on or a [INAUDIBLE] tighten as they 1203 00:58:11,322 --> 00:58:13,020 passed-- standardized, mechanical, pitiful. 1204 00:58:13,020 --> 00:58:15,320 When the factory system carried into the public 1205 00:58:15,320 --> 00:58:18,856 school, which needs only the closing time whistle to make 1206 00:58:18,856 --> 00:58:21,832 complete [INAUDIBLE] with giant, great industrial 1207 00:58:21,832 --> 00:58:22,824 plants." 1208 00:58:22,824 --> 00:58:25,800 So there you have another fundamentally 1209 00:58:25,800 --> 00:58:29,272 important social factor. 1210 00:58:29,272 --> 00:58:30,264 [INAUDIBLE]. 1211 00:58:30,264 --> 00:58:33,736 So behaviorism and Taylorism are sort of lumped together. 1212 00:58:37,230 --> 00:58:40,940 Which is the joining of the school and the factory and the 1213 00:58:40,940 --> 00:58:43,910 educational system and the social order. 1214 00:58:51,400 --> 00:58:54,121 So that I'll call the social history of education. 1215 00:59:10,710 --> 00:59:13,439 So education-- and America was one of the leading countries 1216 00:59:13,439 --> 00:59:17,870 in this, in making schools free and required-- 1217 00:59:17,870 --> 00:59:20,510 compulsory free education. 1218 00:59:20,510 --> 00:59:22,650 [INAUDIBLE] public school. 1219 00:59:22,650 --> 00:59:26,030 So this-- in Massachusetts, actually-- our state was the 1220 00:59:26,030 --> 00:59:29,680 leading state in American [INAUDIBLE]. 1221 00:59:29,680 --> 00:59:33,830 And so Horace Mann in the 1840s-- 1222 00:59:33,830 --> 00:59:37,410 he was one of the leading educational reformers. 1223 00:59:37,410 --> 00:59:39,540 And he was arguing to businessmen. 1224 00:59:39,540 --> 00:59:42,800 OK, you really should be willing to have higher taxes 1225 00:59:42,800 --> 00:59:44,720 to make schools free and required. 1226 00:59:44,720 --> 00:59:49,332 Now, why would businesses want to part with their profits to 1227 00:59:49,332 --> 00:59:50,190 pay for schools? 1228 00:59:50,190 --> 00:59:55,285 But he says, look, there's all these benefits from schools. 1229 00:59:55,285 --> 00:59:58,968 The schooled workers are more docile and quick in applying 1230 00:59:58,968 --> 01:00:00,588 themselves to work. 1231 01:00:00,588 --> 01:00:03,900 They had better domestic and social habits, you know, 1232 01:00:03,900 --> 01:00:04,870 punctuality and fidelity. 1233 01:00:04,870 --> 01:00:07,480 They have higher punctuality and fidelity in the 1234 01:00:07,480 --> 01:00:08,950 performance of their duties. 1235 01:00:08,950 --> 01:00:13,150 So basically, he was arguing for school as a method of 1236 01:00:13,150 --> 01:00:14,372 social control. 1237 01:00:14,372 --> 01:00:18,184 Now, there was a strange feature in my high school, 1238 01:00:18,184 --> 01:00:21,523 which I never understood till I actually read about this. 1239 01:00:21,523 --> 01:00:24,623 History of Horace Mann called the School of America, which 1240 01:00:24,623 --> 01:00:28,080 was that-- so I experienced this first-hand. 1241 01:00:28,080 --> 01:00:32,287 One day in my high school, this racist student attacked 1242 01:00:32,287 --> 01:00:34,850 me and called me nasty names. 1243 01:00:34,850 --> 01:00:36,670 And so when I fought back-- 1244 01:00:36,670 --> 01:00:40,194 and we sort of fought to a draw, which was good because 1245 01:00:40,194 --> 01:00:43,500 he was trying to do serious damage. 1246 01:00:43,500 --> 01:00:47,310 As a result, the school policy was that whoever was in the 1247 01:00:47,310 --> 01:00:50,670 fight was suspended for three days. 1248 01:00:50,670 --> 01:00:52,932 So we were both automatically suspended, and then had to go 1249 01:00:52,932 --> 01:00:55,340 to court to figure out who was really at fault. 1250 01:00:55,340 --> 01:00:57,116 But by then, of course, I'd already been 1251 01:00:57,116 --> 01:00:58,650 suspended for two days. 1252 01:00:58,650 --> 01:01:01,080 So I was suspended for three days and I got to find out, 1253 01:01:01,080 --> 01:01:02,770 what are the policies when you miss school? 1254 01:01:02,770 --> 01:01:04,110 So it was very interesting. 1255 01:01:04,110 --> 01:01:09,590 So first of all, if you're late to school three times in 1256 01:01:09,590 --> 01:01:13,790 a quarter, then you fail for that quarter. 1257 01:01:13,790 --> 01:01:17,138 If you fail in the second quarter of a semester, you 1258 01:01:17,138 --> 01:01:18,442 fail the semester. 1259 01:01:18,442 --> 01:01:21,050 If you fail in the second semester of a course, you fail 1260 01:01:21,050 --> 01:01:22,660 the entire year. 1261 01:01:22,660 --> 01:01:25,320 And if you failed a required course, like English-- 1262 01:01:25,320 --> 01:01:28,036 math or English required-- then you failed the entire 1263 01:01:28,036 --> 01:01:30,436 year and had to repeat the whole grade. 1264 01:01:30,436 --> 01:01:32,640 OK, so they were very, very, very sticklers about 1265 01:01:32,640 --> 01:01:34,030 punctuality. 1266 01:01:34,030 --> 01:01:35,470 But they didn't really care what your 1267 01:01:35,470 --> 01:01:36,860 grades were that much. 1268 01:01:36,860 --> 01:01:39,480 You could get C's and D's on tests and you'd do much better 1269 01:01:39,480 --> 01:01:41,217 than if you missed four days of school. 1270 01:01:41,217 --> 01:01:43,085 Now, my teachers were nice in this case. 1271 01:01:43,085 --> 01:01:44,490 Said, no, don't worry about it. 1272 01:01:44,490 --> 01:01:46,580 Good thing you fought and stood up for yourself. 1273 01:01:46,580 --> 01:01:48,950 We won't do any of that stuff. 1274 01:01:48,950 --> 01:01:52,706 So it was always puzzling to me why punctuality was so much 1275 01:01:52,706 --> 01:01:55,500 more important in this public school, which was supposed to 1276 01:01:55,500 --> 01:01:57,525 be one of the leading public schools [INAUDIBLE], than the 1277 01:01:57,525 --> 01:02:01,800 actual grades you got and how much you learned. 1278 01:02:01,800 --> 01:02:04,180 When I read the history of Horace Mann, I 1279 01:02:04,180 --> 01:02:05,575 thought, oh, yeah. 1280 01:02:05,575 --> 01:02:06,970 That actually made perfect sense. 1281 01:02:06,970 --> 01:02:09,680 The purpose of the school wasn't necessarily to teach 1282 01:02:09,680 --> 01:02:11,280 people to think and really understand. 1283 01:02:11,280 --> 01:02:15,735 The social history behind it was to produce people who are 1284 01:02:15,735 --> 01:02:18,705 basically docile workers for the factory system, which was 1285 01:02:18,705 --> 01:02:27,130 just coming around in the 1840s. 1286 01:02:27,130 --> 01:02:29,703 So there were many comments along those lines. 1287 01:02:29,703 --> 01:02:32,168 One of the arguments also for the school was similar. 1288 01:02:32,168 --> 01:02:37,230 It was a resolution that the best police for our cities, 1289 01:02:37,230 --> 01:02:40,467 the lowest insurance of our houses, the permanent security 1290 01:02:40,467 --> 01:02:43,450 for our banks, the most effective means of preventing 1291 01:02:43,450 --> 01:02:46,282 pauperism, vice, and crime, and the only sure defense of 1292 01:02:46,282 --> 01:02:48,480 our country are our common schools. 1293 01:02:48,480 --> 01:02:52,770 They mean the public, free schools that are required. 1294 01:02:52,770 --> 01:02:55,160 So again, it's seen as a defense 1295 01:02:55,160 --> 01:02:58,900 of property, basically. 1296 01:02:58,900 --> 01:03:02,145 This was true-- so when I say America, it's not just 1297 01:03:02,145 --> 01:03:03,180 America, actually. 1298 01:03:03,180 --> 01:03:06,750 England in 1870 passed an education act that required 1299 01:03:06,750 --> 01:03:08,424 public schooling. 1300 01:03:08,424 --> 01:03:10,860 [INAUDIBLE]. 1301 01:03:10,860 --> 01:03:15,020 And the arguments in England were almost exactly the same. 1302 01:03:15,020 --> 01:03:17,357 "Would not the policemen be better employed in assisting 1303 01:03:17,357 --> 01:03:20,437 the work of the school master by collecting [INAUDIBLE] for 1304 01:03:20,437 --> 01:03:22,575 school attendance the willfully neglected children 1305 01:03:22,575 --> 01:03:29,625 who are [INAUDIBLE] recruits for the great army of crime." 1306 01:03:29,625 --> 01:03:32,295 We wanted to prevent the working classes from engaging 1307 01:03:32,295 --> 01:03:35,169 in those vain strikes which end in 99 out of 100 leaving 1308 01:03:35,169 --> 01:03:38,043 them in worse condition than before. 1309 01:03:38,043 --> 01:03:39,835 We wanted to keep them from habits of waste and 1310 01:03:39,835 --> 01:03:41,883 improvidence that some knowledge of the succession of 1311 01:03:41,883 --> 01:03:44,300 events in life, such as education could supply. 1312 01:03:44,300 --> 01:03:48,182 So in other words, education has a class role. 1313 01:03:48,182 --> 01:03:52,670 So that history of education, it still permeates it. 1314 01:03:52,670 --> 01:03:54,140 And people were very open about this. 1315 01:03:54,140 --> 01:03:57,612 These weren't secret documents that people wrote in their 1316 01:03:57,612 --> 01:03:58,108 conspiratory council. 1317 01:03:58,108 --> 01:04:01,580 These were openly discussed, saying this is why you should 1318 01:04:01,580 --> 01:04:03,068 pay for schools. 1319 01:04:03,068 --> 01:04:05,480 I would say it was even quite a soph-- reached quite a 1320 01:04:05,480 --> 01:04:07,035 sophisticated level. 1321 01:04:07,035 --> 01:04:10,760 So William Whewell, he was master of Trinity College, 1322 01:04:10,760 --> 01:04:14,852 Cambridge, in the 1860s, I think. 1323 01:04:14,852 --> 01:04:18,489 So when he was a university professor, before becoming 1324 01:04:18,489 --> 01:04:20,778 master at Trinity, he was commenting on the difference 1325 01:04:20,778 --> 01:04:23,810 between the European and the, say, English and American 1326 01:04:23,810 --> 01:04:25,013 educational system. 1327 01:04:25,013 --> 01:04:28,155 And he said, well, actually, they had [INAUDIBLE] 1328 01:04:28,155 --> 01:04:28,650 problem in Europe. 1329 01:04:28,650 --> 01:04:30,610 And the problem [INAUDIBLE]. 1330 01:04:30,610 --> 01:04:33,024 So he was recommending the teaching of mathematics. 1331 01:04:33,024 --> 01:04:34,952 He said, "The mathematical doctrines 1332 01:04:34,952 --> 01:04:36,398 were fixed and permanent. 1333 01:04:36,398 --> 01:04:39,772 No new system of geometry can supersede the old. 1334 01:04:39,772 --> 01:04:41,700 Not only so, but even the old books remain in use." 1335 01:04:41,700 --> 01:04:46,167 So now contrasting that, "The fixed and constant nature of 1336 01:04:46,167 --> 01:04:48,662 mathematics was not likely to promote the critical spirit 1337 01:04:48,662 --> 01:04:49,161 [INAUDIBLE] 1338 01:04:49,161 --> 01:04:52,155 France and Germany, where too much attention to the more 1339 01:04:52,155 --> 01:04:55,149 provisional and contentious observational sciences had 1340 01:04:55,149 --> 01:04:58,143 been partly responsible for the imminent general hostility 1341 01:04:58,143 --> 01:05:01,137 to the existing institutions in their country." 1342 01:05:01,137 --> 01:05:04,090 So in other words, we should teach mathematics because it 1343 01:05:04,090 --> 01:05:05,630 has one answer. 1344 01:05:05,630 --> 01:05:06,680 [INAUDIBLE] 1345 01:05:06,680 --> 01:05:08,600 conclude about society, too. 1346 01:05:08,600 --> 01:05:11,960 It has the one answer, which is the society we have. 1347 01:05:11,960 --> 01:05:15,295 Whereas, if you teach observational sciences, social 1348 01:05:15,295 --> 01:05:18,410 sciences, people might start questioning way too much. 1349 01:05:18,410 --> 01:05:20,810 So there was not just schools, but what should we teach in 1350 01:05:20,810 --> 01:05:23,110 our schools? 1351 01:05:23,110 --> 01:05:28,850 So that history is very, very hard to overcome because it's 1352 01:05:28,850 --> 01:05:33,302 so deeply embedded into the foundation of a school. 1353 01:05:33,302 --> 01:05:36,170 We will find its purpose is like that. 1354 01:05:36,170 --> 01:05:38,321 Such purposes keep creeping up whenever you 1355 01:05:38,321 --> 01:05:40,010 try to change things. 1356 01:05:40,010 --> 01:05:43,090 So there are all kinds of things that are crazy in the 1357 01:05:43,090 --> 01:05:45,973 schools that we do that you don't necessarily need to do 1358 01:05:45,973 --> 01:05:46,642 in the school. 1359 01:05:46,642 --> 01:05:48,073 For example, grading. 1360 01:05:48,073 --> 01:05:51,412 Why do schools have to grade? 1361 01:05:51,412 --> 01:05:54,240 People think, oh, well, how will other people know? 1362 01:05:54,240 --> 01:05:57,000 If other people want to know what students can do, let them 1363 01:05:57,000 --> 01:05:57,920 worry about it. 1364 01:05:57,920 --> 01:05:59,760 Why does the school have to do that? 1365 01:05:59,760 --> 01:06:01,240 Sure, it's school. 1366 01:06:01,240 --> 01:06:04,174 It could tell students, look you're not learning this idea 1367 01:06:04,174 --> 01:06:06,130 very well, you could spend more time on that. 1368 01:06:06,130 --> 01:06:07,597 You're learning this idea really good. 1369 01:06:07,597 --> 01:06:08,880 You don't need to spend any more time on that. 1370 01:06:08,880 --> 01:06:11,430 That kind of evaluation, for the student's benefit, is 1371 01:06:11,430 --> 01:06:11,960 quite useful. 1372 01:06:11,960 --> 01:06:15,420 But why should that be publicized to other people? 1373 01:06:15,420 --> 01:06:17,850 Well, those are two separate questions, but they're 1374 01:06:17,850 --> 01:06:20,300 automatically conflated because-- partly, the purpose 1375 01:06:20,300 --> 01:06:24,540 of the school is to get people to accept their 1376 01:06:24,540 --> 01:06:26,714 place in the society. 1377 01:06:26,714 --> 01:06:30,158 There was a very interesting experiment along those lines. 1378 01:06:30,158 --> 01:06:30,650 I don't know if you know it. 1379 01:06:30,650 --> 01:06:33,110 It was blues eyes, brown eyes. 1380 01:06:33,110 --> 01:06:36,680 So this is related to tracking and grading. 1381 01:06:36,680 --> 01:06:38,590 So I don't think you could do this experiment today. 1382 01:06:38,590 --> 01:06:40,300 But what they was they took-- 1383 01:06:40,300 --> 01:06:42,810 I think it was third graders. 1384 01:06:42,810 --> 01:06:46,760 And they came into the class and they said, 1385 01:06:46,760 --> 01:06:47,900 OK, you third graders. 1386 01:06:47,900 --> 01:06:51,135 We've just found out that the blue-eyed children are more 1387 01:06:51,135 --> 01:06:52,582 intelligent than brown-eyed children. 1388 01:06:52,582 --> 01:06:54,852 And so we're going to have to teach them separately. 1389 01:06:54,852 --> 01:06:59,110 So they then separated into two classrooms and they taught 1390 01:06:59,110 --> 01:07:01,380 them exactly the same stuff. 1391 01:07:01,380 --> 01:07:04,770 And then they tested them a while later and they found the 1392 01:07:04,770 --> 01:07:07,927 blue-eyed children did much, much better than the 1393 01:07:07,927 --> 01:07:08,921 brown-eyed children. 1394 01:07:08,921 --> 01:07:12,897 So sure, the test results must have been correct. 1395 01:07:12,897 --> 01:07:15,382 Actually what they did is afterwards they said, 1396 01:07:15,382 --> 01:07:17,370 actually, no we fucked up-- 1397 01:07:17,370 --> 01:07:17,867 sorry. 1398 01:07:17,867 --> 01:07:20,849 [LAUGHTER] 1399 01:07:20,849 --> 01:07:22,340 We screwed up. 1400 01:07:22,340 --> 01:07:24,120 And actually, we got it backwards. 1401 01:07:24,120 --> 01:07:26,710 It was the brown-eyed children who were more intelligent than 1402 01:07:26,710 --> 01:07:27,550 the blue-eyed children. 1403 01:07:27,550 --> 01:07:28,970 So we had to switch the classrooms. 1404 01:07:28,970 --> 01:07:30,222 So they switched the classrooms. 1405 01:07:30,222 --> 01:07:33,198 And of course, they taught them exactly the same stuff. 1406 01:07:33,198 --> 01:07:35,690 And what do you think happened [INAUDIBLE]? 1407 01:07:35,690 --> 01:07:37,696 They flipped. 1408 01:07:37,696 --> 01:07:39,774 That's an example of the effect of 1409 01:07:39,774 --> 01:07:43,150 tracking and grading. 1410 01:07:43,150 --> 01:07:46,940 So what's the result of that is that, well, students then 1411 01:07:46,940 --> 01:07:48,140 accept their place. 1412 01:07:48,140 --> 01:07:49,050 They think, oh, yeah. 1413 01:07:49,050 --> 01:07:51,450 I am the dumb student. 1414 01:07:51,450 --> 01:07:52,910 I am the bad reader. 1415 01:07:52,910 --> 01:07:54,770 Oh, I'm just not so good at math. 1416 01:07:54,770 --> 01:07:56,630 It's my fault. 1417 01:07:56,630 --> 01:07:58,960 Rather than-- well, it's the way it's taught. 1418 01:07:58,960 --> 01:08:04,660 It's that I came from a family where we just didn't have much 1419 01:08:04,660 --> 01:08:05,240 money, even for food. 1420 01:08:05,240 --> 01:08:08,210 And the society just didn't provide that, so I was 1421 01:08:08,210 --> 01:08:09,900 hungry every day. 1422 01:08:09,900 --> 01:08:13,185 So there's all kinds of social explanations which you're 1423 01:08:13,185 --> 01:08:16,260 taught not to look at. 1424 01:08:16,260 --> 01:08:19,340 And even the very problems that are done in school tend 1425 01:08:19,340 --> 01:08:22,765 to reinforce the social order that we have. 1426 01:08:22,765 --> 01:08:25,270 So an example of that, to really show how strong that 1427 01:08:25,270 --> 01:08:28,930 tendency is, is look at the problems that are done about 1428 01:08:28,930 --> 01:08:29,908 percentages. 1429 01:08:29,908 --> 01:08:33,820 The percentage problems are always of the following form. 1430 01:08:33,820 --> 01:08:39,890 Johnny has $1,000 which he lends to Jane at 6% interest. 1431 01:08:39,890 --> 01:08:43,739 How much interest does Jane pay after two years? 1432 01:08:43,739 --> 01:08:44,950 Well, there's many interesting features about that. 1433 01:08:44,950 --> 01:08:46,514 First of all, Johnny makes the money. 1434 01:08:46,514 --> 01:08:48,834 The guy has the money and not the woman. 1435 01:08:48,834 --> 01:08:51,010 The woman is the borrower. 1436 01:08:51,010 --> 01:08:55,310 So now, with feminism, we've made it so that Jane 1437 01:08:55,310 --> 01:08:56,140 can have the money. 1438 01:08:56,140 --> 01:08:58,240 But you haven't changed the fundamental problem, which is 1439 01:08:58,240 --> 01:08:59,960 that the problem is reinforcing the 1440 01:08:59,960 --> 01:09:01,847 idea of money lending. 1441 01:09:01,847 --> 01:09:02,845 [INAUDIBLE]. 1442 01:09:02,845 --> 01:09:05,340 What about the following problem, which you never see, 1443 01:09:05,340 --> 01:09:06,790 which is also [INAUDIBLE] 1444 01:09:06,790 --> 01:09:08,040 interesting percentage problem? 1445 01:09:10,816 --> 01:09:14,790 The hourly minimum wage is $7 an hour. 1446 01:09:14,790 --> 01:09:18,454 If somebody works 40 hours a week, what's their salary? 1447 01:09:18,454 --> 01:09:20,318 OK, it's this much. 1448 01:09:20,318 --> 01:09:22,649 It's roughly $14,000 a year. 1449 01:09:22,649 --> 01:09:24,990 What percentage of the federal poverty line 1450 01:09:24,990 --> 01:09:26,595 is $14,000 a year? 1451 01:09:26,595 --> 01:09:29,728 That's an equally interesting percentage problem, but it has 1452 01:09:29,728 --> 01:09:31,897 a different social message. 1453 01:09:31,897 --> 01:09:34,789 So the schools have chosen, basically [INAUDIBLE] social 1454 01:09:34,789 --> 01:09:38,060 pressures that push towards one kind of problem, one kind 1455 01:09:38,060 --> 01:09:40,779 of grading, one kind of system. 1456 01:09:40,779 --> 01:09:42,997 And this is despite what people 1457 01:09:42,997 --> 01:09:44,488 know about these things. 1458 01:09:44,488 --> 01:09:47,967 So blue eyes, brown eyes experiment shows what's the 1459 01:09:47,967 --> 01:09:49,458 detrimental effect [INAUDIBLE]. 1460 01:09:49,458 --> 01:09:52,440 Many people say, well, actually, [INAUDIBLE]. 1461 01:09:52,440 --> 01:09:54,925 Another example is tracking. 1462 01:09:54,925 --> 01:09:58,410 So tracking where people know that it's harmful. 1463 01:09:58,410 --> 01:10:01,790 So a friend of mine in New York, he went to an elite 1464 01:10:01,790 --> 01:10:02,646 private school. 1465 01:10:02,646 --> 01:10:04,926 It's a small, elite private school. 1466 01:10:04,926 --> 01:10:07,416 And one year they decided to introduce tracking. 1467 01:10:07,416 --> 01:10:11,649 So tracking is advanced math, median math, OK math, and 1468 01:10:11,649 --> 01:10:12,396 remedial math. 1469 01:10:12,396 --> 01:10:19,060 And after a year, there was a parental revolt and they 1470 01:10:19,060 --> 01:10:20,144 abolished it. 1471 01:10:20,144 --> 01:10:21,566 The parents said, this is outrageous. 1472 01:10:21,566 --> 01:10:24,751 We're not paying $25,000 a year for you to tell our kid 1473 01:10:24,751 --> 01:10:27,910 that our kid is not intelligent. 1474 01:10:27,910 --> 01:10:29,513 Get rid of it. 1475 01:10:29,513 --> 01:10:31,445 Whereas, it's considered perfectly acceptable to do 1476 01:10:31,445 --> 01:10:34,350 that to kids in public schools. 1477 01:10:34,350 --> 01:10:36,538 So people know, yet the thing goes on. 1478 01:10:36,538 --> 01:10:40,450 So whenever you see something like that happening, you can 1479 01:10:40,450 --> 01:10:44,362 bet there's some really deeply embedded social history-- 1480 01:10:44,362 --> 01:10:46,807 the purposes of the schools. 1481 01:10:46,807 --> 01:10:49,712 And related to the social history is the social history 1482 01:10:49,712 --> 01:10:50,180 of our society. 1483 01:10:50,180 --> 01:10:54,295 So these tendencies, they're not immutable. 1484 01:10:54,295 --> 01:10:57,656 All social factors have changed in the past and all of 1485 01:10:57,656 --> 01:10:59,090 them can change again. 1486 01:10:59,090 --> 01:11:02,570 But in order to change them, It's important to be aware. 1487 01:11:02,570 --> 01:11:03,556 You have a question? 1488 01:11:03,556 --> 01:11:04,049 AUDIENCE: Yeah. 1489 01:11:04,049 --> 01:11:06,514 I just had a question with the whole concepts of getting the 1490 01:11:06,514 --> 01:11:08,979 grades, which I can see is a benefit in some ways. 1491 01:11:08,979 --> 01:11:12,430 But I feel like [INAUDIBLE] 1492 01:11:12,430 --> 01:11:15,388 to just stop grading children, I feel like at least at the 1493 01:11:15,388 --> 01:11:18,839 level of college acceptance, there's still going to be some 1494 01:11:18,839 --> 01:11:24,445 level of evaluating the children. 1495 01:11:24,445 --> 01:11:28,405 And eventually, it's just going to be that some other 1496 01:11:28,405 --> 01:11:31,705 form of evaluation is leading to this separation, even if 1497 01:11:31,705 --> 01:11:33,850 it's not just by numbers. 1498 01:11:33,850 --> 01:11:35,100 Saying [INAUDIBLE]. 1499 01:11:41,275 --> 01:11:44,245 And is there any way you could really deal with it without 1500 01:11:44,245 --> 01:11:45,270 having grades? 1501 01:11:45,270 --> 01:11:47,243 PROFESSOR: Well, I think you've identified the 1502 01:11:47,243 --> 01:11:51,750 fundamental problem, which is the competition. 1503 01:11:51,750 --> 01:11:53,842 So it's sort of like the water bed. 1504 01:11:53,842 --> 01:11:56,818 If you sit on one side of the water bed, the 1505 01:11:56,818 --> 01:11:57,816 other side goes up. 1506 01:11:57,816 --> 01:12:00,061 So if you reduce the competition in one place, it 1507 01:12:00,061 --> 01:12:01,808 might increase in other ways. 1508 01:12:01,808 --> 01:12:03,429 So for example, you have no grades in high schools, but 1509 01:12:03,429 --> 01:12:06,049 then you have a really, really high stakes university 1510 01:12:06,049 --> 01:12:07,796 entrance exam, which is not 1511 01:12:07,796 --> 01:12:09,792 necessarily the ideal solution. 1512 01:12:09,792 --> 01:12:13,035 I think the ideal solution is that you make good 1513 01:12:13,035 --> 01:12:14,810 universities accessible to all people. 1514 01:12:14,810 --> 01:12:17,942 Or, for example, if you make it so that you don't need a 1515 01:12:17,942 --> 01:12:19,906 university degree to earn a decent salary. 1516 01:12:19,906 --> 01:12:25,307 AUDIENCE: But is that ever going to be possible? 1517 01:12:25,307 --> 01:12:27,290 PROFESSOR: Well, I always quote Margaret Mead on that, 1518 01:12:27,290 --> 01:12:30,850 "Never underestimate the power of a small number of people 1519 01:12:30,850 --> 01:12:31,826 [INAUDIBLE] 1520 01:12:31,826 --> 01:12:34,513 to make social change." And not just a small number, but 1521 01:12:34,513 --> 01:12:35,280 people in general. 1522 01:12:35,280 --> 01:12:39,080 So all things that we now think are absurd and just 1523 01:12:39,080 --> 01:12:42,170 horrible were once normal. 1524 01:12:42,170 --> 01:12:44,424 Slavery was considered absolutely normal. 1525 01:12:44,424 --> 01:12:47,826 And in fact, the view of the inferior races [INAUDIBLE]. 1526 01:12:52,200 --> 01:12:55,125 But all these things that we think are horrible now-- 1527 01:12:55,125 --> 01:12:56,762 torture-- 1528 01:12:56,762 --> 01:13:00,780 are now considered just beyond the pale because of social 1529 01:13:00,780 --> 01:13:02,020 [INAUDIBLE]. 1530 01:13:02,020 --> 01:13:07,096 So my main point here is that these are structural, 1531 01:13:07,096 --> 01:13:08,520 fundamental, large issues. 1532 01:13:08,520 --> 01:13:12,920 And they require structural and large society-wide changes 1533 01:13:12,920 --> 01:13:14,180 to fundamentally change them. 1534 01:13:14,180 --> 01:13:16,938 But it goes both ways. 1535 01:13:16,938 --> 01:13:21,056 The schools themselves produce people who reinforce the 1536 01:13:21,056 --> 01:13:22,380 social structures. 1537 01:13:22,380 --> 01:13:25,632 So if people had come through the blue eyes, brown eyes 1538 01:13:25,632 --> 01:13:27,800 experiment and they feel themselves that they are not 1539 01:13:27,800 --> 01:13:31,590 worthy, they're less likely to try and make a social change 1540 01:13:31,590 --> 01:13:33,750 to make a just society. 1541 01:13:33,750 --> 01:13:34,980 So it goes both ways. 1542 01:13:34,980 --> 01:13:38,090 Improving the schools and the educational system improves 1543 01:13:38,090 --> 01:13:38,780 the society. 1544 01:13:38,780 --> 01:13:42,484 Improving the society improves the schools. 1545 01:13:42,484 --> 01:13:44,360 AUDIENCE: I was wondering if you could take advantage of 1546 01:13:44,360 --> 01:13:47,282 that blue-eyed, brown-eyed thing, like to say-- 1547 01:13:47,282 --> 01:13:50,490 one could say something like, oh, people in that class 1548 01:13:50,490 --> 01:13:54,140 always did really well in their future physics classes. 1549 01:13:54,140 --> 01:13:56,540 And then everyone could just be like, oh, great. 1550 01:13:56,540 --> 01:13:58,940 [INAUDIBLE]. 1551 01:13:58,940 --> 01:13:59,900 PROFESSOR: It's a great point. 1552 01:13:59,900 --> 01:14:01,100 So the point was, could you take advantage of the blue 1553 01:14:01,100 --> 01:14:03,815 eyes, brown eyes experiment to just tell people, look, 1554 01:14:03,815 --> 01:14:05,400 everyone in my physics class does great. 1555 01:14:05,400 --> 01:14:08,760 And so just, actually, make people do well? 1556 01:14:08,760 --> 01:14:13,560 There is actually a fair amount of data that does work. 1557 01:14:13,560 --> 01:14:16,820 So [INAUDIBLE] wasn't phrased in exactly that way, but the 1558 01:14:16,820 --> 01:14:19,330 example I'm thinking of is women's colleges. 1559 01:14:19,330 --> 01:14:25,070 So a large portion of women in science Ph.D's come from 1560 01:14:25,070 --> 01:14:26,844 all-women's colleges. 1561 01:14:26,844 --> 01:14:30,950 And I think that's partly that effect. 1562 01:14:30,950 --> 01:14:33,810 In the regular society, women are generally told, look, 1563 01:14:33,810 --> 01:14:36,670 [INAUDIBLE] the Barbie doll that was taken off, 1564 01:14:36,670 --> 01:14:37,590 [INAUDIBLE] 1565 01:14:37,590 --> 01:14:40,919 Barbie doll that for a while said, oh, math. 1566 01:14:40,919 --> 01:14:41,857 Math is hard. 1567 01:14:41,857 --> 01:14:44,671 I don't do math, or something like that. 1568 01:14:44,671 --> 01:14:45,480 That's what it taught. 1569 01:14:45,480 --> 01:14:48,938 It's really amazing that they thought they could do that. 1570 01:14:48,938 --> 01:14:52,149 So there was huge outcry and they had to take it-- some 1571 01:14:52,149 --> 01:14:52,890 people did spoofs. 1572 01:14:52,890 --> 01:14:57,582 They put that as a Ken doll and they put a big, deep voice 1573 01:14:57,582 --> 01:15:00,300 in the Barbie doll just to play on that. 1574 01:15:00,300 --> 01:15:05,486 But that social attitude does permeate the society. 1575 01:15:05,486 --> 01:15:08,280 And it's much less in the all-women's colleges. 1576 01:15:08,280 --> 01:15:13,935 So places like Swarthmore, Bryn Mawr, and Smith where 1577 01:15:13,935 --> 01:15:15,236 women are-- it's just expected. 1578 01:15:15,236 --> 01:15:16,640 Of course you're going to do well in science. 1579 01:15:16,640 --> 01:15:18,386 Everyone around here does well in science. 1580 01:15:18,386 --> 01:15:20,522 It's not considered anything special. 1581 01:15:20,522 --> 01:15:23,959 It's considered a good thing, but it's not [INAUDIBLE] 1582 01:15:23,959 --> 01:15:24,941 to women. 1583 01:15:24,941 --> 01:15:27,396 So they already took away the blue eyes or the brown eyes 1584 01:15:27,396 --> 01:15:28,869 and just put everyone [INAUDIBLE]. 1585 01:15:28,869 --> 01:15:33,288 So I think that is a reason for not criticizing kids. 1586 01:15:33,288 --> 01:15:35,578 When you're raising young children or teaching them 1587 01:15:35,578 --> 01:15:36,870 things, don't criticize them. 1588 01:15:36,870 --> 01:15:39,220 And same with grades at a university. 1589 01:15:39,220 --> 01:15:41,907 Grades should be so the students can figure out what 1590 01:15:41,907 --> 01:15:45,099 they need to learn more of, but not as a way of making 1591 01:15:45,099 --> 01:15:46,580 them feel bad. 1592 01:15:46,580 --> 01:15:50,560 That's so hard to do when people have been graded or 1593 01:15:50,560 --> 01:15:54,366 degraded for so long. 1594 01:15:54,366 --> 01:15:55,338 Question, yeah. 1595 01:15:55,338 --> 01:15:57,282 AUDIENCE: So I wanted to go back to your earlier point 1596 01:15:57,282 --> 01:15:59,226 about competition, how it takes it away from one place 1597 01:15:59,226 --> 01:16:00,690 and it ends up another place. 1598 01:16:00,690 --> 01:16:02,246 PROFESSOR: I don't say it's conserved. 1599 01:16:02,246 --> 01:16:05,204 But you have to think about the whole system. 1600 01:16:05,204 --> 01:16:07,165 Yeah, so I agree with the question. 1601 01:16:07,165 --> 01:16:08,097 AUDIENCE: [INAUDIBLE]. 1602 01:16:08,097 --> 01:16:11,296 Not only it doesn't scale because of limited resources. 1603 01:16:11,296 --> 01:16:14,600 You can't keep everybody in teacher one on one. 1604 01:16:14,600 --> 01:16:16,787 It would be great if it took, but the system 1605 01:16:16,787 --> 01:16:17,892 won't work that way. 1606 01:16:17,892 --> 01:16:18,838 We won't have enough teachers. 1607 01:16:18,838 --> 01:16:23,095 So there's always going to be competition for resources. 1608 01:16:23,095 --> 01:16:24,410 I just want to-- 1609 01:16:24,410 --> 01:16:27,660 PROFESSOR: Well, OK, so the question of competition. 1610 01:16:27,660 --> 01:16:32,292 So let me close with one quote, and then I'll come to 1611 01:16:32,292 --> 01:16:32,908 your question. 1612 01:16:32,908 --> 01:16:35,363 OK, so it's a good question. 1613 01:16:35,363 --> 01:16:38,309 So to continue the rest of what Einstein said. 1614 01:16:38,309 --> 01:16:41,500 So remember, before Einstein said that one had to cram all 1615 01:16:41,500 --> 01:16:43,235 this stuff into one's mind, whether one liked it or not. 1616 01:16:43,235 --> 01:16:44,420 "This [INAUDIBLE] 1617 01:16:44,420 --> 01:16:47,650 effect that after I passed the final exam, I found the 1618 01:16:47,650 --> 01:16:48,770 consideration of any scientific problems 1619 01:16:48,770 --> 01:16:51,685 distasteful to me for the entire year. 1620 01:16:51,685 --> 01:16:55,315 It is, in fact, nothing short of a miracle that the modern 1621 01:16:55,315 --> 01:16:57,800 methods of instruction have not entirely strangled the 1622 01:16:57,800 --> 01:16:58,131 [? whole new ?] 1623 01:16:58,131 --> 01:16:59,788 curiosity required. 1624 01:16:59,788 --> 01:17:02,950 For this delicate little plant, aside from stimulation, 1625 01:17:02,950 --> 01:17:04,020 stands mainly in need of freedom. 1626 01:17:04,020 --> 01:17:06,880 Without this, it goes to wrack and ruin without fail." 1627 01:17:06,880 --> 01:17:10,693 So I hope that when you're out in the world, when you're 1628 01:17:10,693 --> 01:17:15,830 teaching and raising your children, that you find ways 1629 01:17:15,830 --> 01:17:18,468 to make more freedom in education. 1630 01:17:18,468 --> 01:17:21,384 So that when the students actually that you produce 1631 01:17:21,384 --> 01:17:23,814 improve the society, and they then, can help you improve the 1632 01:17:23,814 --> 01:17:29,160 schools and the rest of the education system. 1633 01:17:29,160 --> 01:17:31,910 OK, your question about competition. 1634 01:17:31,910 --> 01:17:34,120 It is a fundamental one. 1635 01:17:34,120 --> 01:17:35,410 And about competition for 1636 01:17:35,410 --> 01:17:37,912 resources, you have to really-- 1637 01:17:37,912 --> 01:17:39,904 so make a radical analysis. 1638 01:17:39,904 --> 01:17:42,960 So radical in Latin means to the root. 1639 01:17:42,960 --> 01:17:43,945 So you have to get to the root of the problem. 1640 01:17:43,945 --> 01:17:45,690 So the root of the problem, you can see it in the extreme 1641 01:17:45,690 --> 01:17:53,360 case of India where there are so many people and so few 1642 01:17:53,360 --> 01:17:56,612 comfortable jobs, and the route to the comfortable job 1643 01:17:56,612 --> 01:17:57,608 is in education. 1644 01:17:57,608 --> 01:17:59,600 That's there's intense competition for 1645 01:17:59,600 --> 01:18:01,094 tutors and all this. 1646 01:18:01,094 --> 01:18:04,082 Not because people want to learn, but because that's the 1647 01:18:04,082 --> 01:18:07,070 means to actually not starve on the street. 1648 01:18:07,070 --> 01:18:11,270 So what that shows is that not everyone wants to learn with a 1649 01:18:11,270 --> 01:18:13,080 tutor differential equations. 1650 01:18:13,080 --> 01:18:14,918 But a lot of people are learning differential 1651 01:18:14,918 --> 01:18:17,358 equations with a tutor because that means they'll get a 1652 01:18:17,358 --> 01:18:20,367 degree, which means they can work in investment bank, which 1653 01:18:20,367 --> 01:18:21,750 means-- well, it used to mean that they would be 1654 01:18:21,750 --> 01:18:23,702 comfortable. 1655 01:18:23,702 --> 01:18:26,197 So part of the issue is of redistributing the wealth in 1656 01:18:26,197 --> 01:18:29,816 the society, so that you're comfortable whether or not you 1657 01:18:29,816 --> 01:18:31,215 had a tutorial in differential equations 1658 01:18:31,215 --> 01:18:33,760 or one-on-one tutorial. 1659 01:18:33,760 --> 01:18:38,390 Then, when the fears are taken away, people are much more 1660 01:18:38,390 --> 01:18:41,330 likely to do things for intrinsic reasons. 1661 01:18:41,330 --> 01:18:43,073 So the people who really are interested in 1662 01:18:43,073 --> 01:18:43,820 that, then do that. 1663 01:18:43,820 --> 01:18:45,314 The people who are really interested in teaching that 1664 01:18:45,314 --> 01:18:47,306 will teach that. 1665 01:18:47,306 --> 01:18:51,041 And you'll have a redirection of social resources in much 1666 01:18:51,041 --> 01:18:52,784 more productive way. 1667 01:18:52,784 --> 01:18:54,776 But that requires, for example, the value of, say, 1668 01:18:54,776 --> 01:18:55,970 guaranteed income, guaranteed health care. 1669 01:18:55,970 --> 01:18:59,869 Maybe even guaranteed basic schooling for everyone, so 1670 01:18:59,869 --> 01:19:03,074 that those things are features of competition. 1671 01:19:03,074 --> 01:19:03,567 Yeah. 1672 01:19:03,567 --> 01:19:06,032 AUDIENCE: But the system based on competition is quite 1673 01:19:06,032 --> 01:19:09,483 self-regulating, right? 1674 01:19:09,483 --> 01:19:10,490 PROFESSOR: I don't know about that. 1675 01:19:10,490 --> 01:19:12,090 So a good example-- is the system based on competition 1676 01:19:12,090 --> 01:19:12,880 self-regulating? 1677 01:19:12,880 --> 01:19:14,190 I'm not sure about that. 1678 01:19:14,190 --> 01:19:16,966 I mean, the mortgage derivative market is a great 1679 01:19:16,966 --> 01:19:20,223 example that-- actually, what happened was-- you can think 1680 01:19:20,223 --> 01:19:22,410 of it in electrical engineering terms. 1681 01:19:25,290 --> 01:19:26,540 You had-- 1682 01:19:29,130 --> 01:19:31,430 let's do it under continuous time. 1683 01:19:34,846 --> 01:19:38,262 So you had some sort of slow, pokey banking system with 1684 01:19:38,262 --> 01:19:42,166 feedback loops and the poles were [INAUDIBLE]. 1685 01:19:45,100 --> 01:19:47,100 [INAUDIBLE], nice decay constant. 1686 01:19:47,100 --> 01:19:50,870 And then, the competition to make more money quickly-- 1687 01:19:50,870 --> 01:19:53,987 well, one way to make more money was to trade 1688 01:19:53,987 --> 01:19:55,424 [INAUDIBLE]. 1689 01:19:55,424 --> 01:19:56,382 What did that do? 1690 01:19:56,382 --> 01:19:59,735 It increased the gaming of feedback loops and [INAUDIBLE] 1691 01:19:59,735 --> 01:20:01,172 the poles this way. 1692 01:20:01,172 --> 01:20:02,780 And eventually, some of the poles crossed the axis and you 1693 01:20:02,780 --> 01:20:06,932 got huge nonlinear oscillations, which grew to-- 1694 01:20:06,932 --> 01:20:10,313 huge oscillations grew to nonlinear [INAUDIBLE] and 1695 01:20:10,313 --> 01:20:12,728 broke a whole bunch of the world banking system. 1696 01:20:12,728 --> 01:20:14,670 So it's actually not necessarily true that 1697 01:20:14,670 --> 01:20:17,460 competition is self-regulating, because there 1698 01:20:17,460 --> 01:20:20,057 are all these nonlinearities and feedbacks and delays in 1699 01:20:20,057 --> 01:20:23,640 the system, there's no guarantee of that. 1700 01:20:23,640 --> 01:20:27,000 And one of the harms of the competition is it puts people 1701 01:20:27,000 --> 01:20:28,440 against each other. 1702 01:20:28,440 --> 01:20:31,606 And what'd you much rather have is people working 1703 01:20:31,606 --> 01:20:34,498 together and helping each other. 1704 01:20:34,498 --> 01:20:38,354 Because as studies quoted by [INAUDIBLE] showed, that 1705 01:20:38,354 --> 01:20:40,764 actually-- if you want it to go a high level, [INAUDIBLE]. 1706 01:20:40,764 --> 01:20:41,728 That's how it happens. 1707 01:20:41,728 --> 01:20:45,319 Not through competition and dog-eat-dog, but people 1708 01:20:45,319 --> 01:20:47,814 cooperating and sharing knowledge. 1709 01:20:47,814 --> 01:20:50,808 And what we wanted to do, I would say in our educational 1710 01:20:50,808 --> 01:20:54,800 system, is shift it more towards there and free people 1711 01:20:54,800 --> 01:20:56,580 [INAUDIBLE] for creating the [INAUDIBLE]. 1712 01:20:56,580 --> 01:20:57,830 Instead of [INAUDIBLE]. 1713 01:21:00,939 --> 01:21:03,617 AUDIENCE: So we don't determine the pay of different 1714 01:21:03,617 --> 01:21:05,322 people in the society based on the 1715 01:21:05,322 --> 01:21:06,783 competition, what do you propose? 1716 01:21:06,783 --> 01:21:09,705 Do you propose that somebody else decides [INAUDIBLE]? 1717 01:21:12,650 --> 01:21:14,800 PROFESSOR: Well, we already have all kinds of ways. 1718 01:21:14,800 --> 01:21:16,622 I mean, you can have regulations. 1719 01:21:16,622 --> 01:21:17,382 You could, for example. 1720 01:21:17,382 --> 01:21:20,150 Say, I mean, income tax is a social way of deciding what's 1721 01:21:20,150 --> 01:21:21,426 worthwhile and what's not. 1722 01:21:21,426 --> 01:21:27,138 You could say, OK, we're going to tax peoples' income the 1723 01:21:27,138 --> 01:21:28,629 99%, beyond 200,000. 1724 01:21:28,629 --> 01:21:29,623 [INAUDIBLE]. 1725 01:21:29,623 --> 01:21:33,020 And we're going to use that money to pay teachers more. 1726 01:21:33,020 --> 01:21:36,210 That's a social choice because saying the teachers' 1727 01:21:36,210 --> 01:21:37,755 salaries are this. 1728 01:21:37,755 --> 01:21:40,896 If you think it's a worthwhile thing to do we could say look, 1729 01:21:40,896 --> 01:21:43,356 we think bridge building is really important it 1730 01:21:43,356 --> 01:21:44,832 revitalizes the [INAUDIBLE]. 1731 01:21:44,832 --> 01:21:46,659 We're going to pay people to do that. 1732 01:21:46,659 --> 01:21:49,260 Those are social choices, just like anything. 1733 01:21:49,260 --> 01:21:51,228 It doesn't have to be permissive. 1734 01:21:51,228 --> 01:21:52,212 All right? 1735 01:21:52,212 --> 01:21:53,688 So we can change our educational system that way. 1736 01:21:53,688 --> 01:21:59,108 The barrier to it is that our thoughts are limited by the 1737 01:21:59,108 --> 01:22:00,170 educational system that we went through. 1738 01:22:00,170 --> 01:22:04,440 So in one way that's bad news, because there was this giant 1739 01:22:04,440 --> 01:22:06,650 feedback loop keeping things the way they are. 1740 01:22:06,650 --> 01:22:10,922 On the other hand, because there's a feedback loop, the 1741 01:22:10,922 --> 01:22:14,725 educational system affects the society and vice versa. 1742 01:22:14,725 --> 01:22:17,136 Well, it means you can work anywhere on the feedback loop 1743 01:22:17,136 --> 01:22:19,040 you want that you think is interesting. 1744 01:22:19,040 --> 01:22:20,944 You could try to improve the society directly. 1745 01:22:20,944 --> 01:22:22,850 You could try to improve the educational system in 1746 01:22:22,850 --> 01:22:24,236 [INAUDIBLE]. 1747 01:22:24,236 --> 01:22:27,105 You can try to skip the feedback wherever you see it. 1748 01:22:27,105 --> 01:22:28,543 Insert something good in here. 1749 01:22:28,543 --> 01:22:34,459 And you improve things for everybody that way. 1750 01:22:34,459 --> 01:22:38,403 OK, so if you could fill out the question sheet. 1751 01:22:38,403 --> 01:22:41,361 [INAUDIBLE] 1752 01:22:41,361 --> 01:22:43,333 put on the website who [INAUDIBLE] 1753 01:22:46,291 --> 01:22:49,742 as well as referenced [INAUDIBLE]. 1754 01:22:49,742 --> 01:22:55,104 And next time we'll have a summary of all of the second 1755 01:22:55,104 --> 01:22:56,354 [INAUDIBLE] 1756 01:23:03,056 --> 01:23:06,535 as well as questions from you. 1757 01:23:06,535 --> 01:23:09,943 Because I know I have a few questions that I have to 1758 01:23:09,943 --> 01:23:13,493 answer plus [INAUDIBLE]. 1759 01:23:13,493 --> 01:23:15,978 So we'll try to answer all your questions [INAUDIBLE]. 1760 01:23:21,600 --> 01:23:23,880 Answers from lecture 10 to questions 1761 01:23:23,880 --> 01:23:25,400 generated in lecture 9. 1762 01:23:28,352 --> 01:23:32,510 PROFESSOR: OK, lots of questions from last time. 1763 01:23:32,510 --> 01:23:35,620 So I won't answer all of them because otherwise we'll 1764 01:23:35,620 --> 01:23:37,600 probably spend the entire time just on the 1765 01:23:37,600 --> 01:23:39,620 questions from last time. 1766 01:23:39,620 --> 01:23:43,980 Which maybe I should have anticipated since it's a 1767 01:23:43,980 --> 01:23:48,800 central topic and one that connects to not just 1768 01:23:48,800 --> 01:23:51,860 education, but directly to society, the topic on 1769 01:23:51,860 --> 01:23:53,550 political barriers to educational change. 1770 01:23:53,550 --> 01:23:55,040 So I'll answer some of those. 1771 01:23:55,040 --> 01:23:59,060 But then I wanted to also give you a chance to ask any 1772 01:23:59,060 --> 01:24:01,670 questions that have been unresolved that have come up 1773 01:24:01,670 --> 01:24:05,040 in your teaching or that you think might 1774 01:24:05,040 --> 01:24:06,490 come up in your teaching. 1775 01:24:06,490 --> 01:24:09,820 One of my old teachers, Don [? Knuth, ?] always reserved 1776 01:24:09,820 --> 01:24:12,520 the last session for student questions. 1777 01:24:12,520 --> 01:24:16,080 And I think it's a really good philosophy to tie everything 1778 01:24:16,080 --> 01:24:18,170 together, tie all the loose ends up. 1779 01:24:18,170 --> 01:24:21,590 So I call it your turn. 1780 01:24:21,590 --> 01:24:24,680 OK, but part of your turn was answering some of your 1781 01:24:24,680 --> 01:24:27,720 questions from before. 1782 01:24:27,720 --> 01:24:31,680 Is social education a bad thing? 1783 01:24:31,680 --> 01:24:33,880 And so the comment was, I'm still not convinced social 1784 01:24:33,880 --> 01:24:35,130 education is a bad thing. 1785 01:24:37,700 --> 01:24:40,010 Obviously it gives a lot of control to whoever gets to 1786 01:24:40,010 --> 01:24:43,160 make the decision of what constitutes a good citizen. 1787 01:24:43,160 --> 01:24:46,620 But some of the social agendas in public schooling were good. 1788 01:24:46,620 --> 01:24:49,470 For example, diversity, recycling. 1789 01:24:49,470 --> 01:24:50,780 And that's true. 1790 01:24:50,780 --> 01:24:54,660 So I don't want to be misinterpreted as saying 1791 01:24:54,660 --> 01:24:56,200 society is a bad thing. 1792 01:24:56,200 --> 01:24:59,480 I think society naturally educates people. 1793 01:24:59,480 --> 01:25:02,230 You pick up your values from people around you. 1794 01:25:02,230 --> 01:25:05,810 Your parents give you ethical norms. 1795 01:25:05,810 --> 01:25:07,440 Schools give you ethical norms. 1796 01:25:07,440 --> 01:25:10,400 And I think it's exactly what the question said, it said who 1797 01:25:10,400 --> 01:25:11,690 gets to decide? 1798 01:25:11,690 --> 01:25:16,780 Is it some group of elites who decide or is it the whole 1799 01:25:16,780 --> 01:25:21,190 society collectively deciding what is good for everybody. 1800 01:25:21,190 --> 01:25:24,100 And what's good for everybody may not be one thing. 1801 01:25:24,100 --> 01:25:27,240 It may be the decision is well, different people need or 1802 01:25:27,240 --> 01:25:28,210 want different things. 1803 01:25:28,210 --> 01:25:31,270 And we think a good society is based on the idea that people 1804 01:25:31,270 --> 01:25:33,710 have freedom to follow their interests. 1805 01:25:33,710 --> 01:25:38,480 And also, some required work that everyone need to learn, 1806 01:25:38,480 --> 01:25:39,940 for example, reading. 1807 01:25:39,940 --> 01:25:42,090 But then what you read may be up to you. 1808 01:25:42,090 --> 01:25:45,160 So yeah, I don't think all social education is a bad 1809 01:25:45,160 --> 01:25:45,590 thing at all. 1810 01:25:45,590 --> 01:25:47,230 I think all education is social. 1811 01:25:47,230 --> 01:25:49,140 There's no way to avoid that. 1812 01:25:49,140 --> 01:25:51,770 Inherently we're social animals. 1813 01:25:51,770 --> 01:25:55,180 And it's the question of what's in that education? 1814 01:25:55,180 --> 01:25:57,220 And it's the same thing, political 1815 01:25:57,220 --> 01:25:59,070 barriers educational change. 1816 01:25:59,070 --> 01:26:01,700 It's not that politics is inherently a bad thing. 1817 01:26:01,700 --> 01:26:04,530 The question is, what kind of politics do we have? 1818 01:26:04,530 --> 01:26:08,390 And how can we make that better and more humane? 1819 01:26:08,390 --> 01:26:12,200 So for example, I think recycling is a good example of 1820 01:26:12,200 --> 01:26:15,360 making things more humane. 1821 01:26:15,360 --> 01:26:18,490 OK, if competition demotivates some people does it motivate 1822 01:26:18,490 --> 01:26:19,610 other people? 1823 01:26:19,610 --> 01:26:23,990 Does eliminating competition reduce maximum performance? 1824 01:26:23,990 --> 01:26:26,900 Other than the studies referred to by Alfie Kohn, I'm 1825 01:26:26,900 --> 01:26:29,660 not sure if the answer to that is known. 1826 01:26:29,660 --> 01:26:34,610 I mean, there's certainly studies on how, for example, 1827 01:26:34,610 --> 01:26:37,260 competition leads to a lot of waste. 1828 01:26:37,260 --> 01:26:41,070 The classic example in economics is suppose you-- 1829 01:26:41,070 --> 01:26:44,040 and this was actually a real example-- 1830 01:26:44,040 --> 01:26:48,240 give people 160 acres of land-- 1831 01:26:48,240 --> 01:26:52,210 I think that was the a 1/4 plot-- or 640 acres of land 1832 01:26:52,210 --> 01:26:53,660 way out in the west. 1833 01:26:53,660 --> 01:26:58,140 And the rule is whoever gets there first gets to claim that 1834 01:26:58,140 --> 01:26:59,680 piece of land. 1835 01:26:59,680 --> 01:27:03,610 And you get there and you stick posts up and you put a 1836 01:27:03,610 --> 01:27:04,070 fence there. 1837 01:27:04,070 --> 01:27:06,270 That's roughly how the Homestead Act worked. 1838 01:27:06,270 --> 01:27:08,460 Well, the problem with that is that it does 1839 01:27:08,460 --> 01:27:09,480 cause a lot of waste. 1840 01:27:09,480 --> 01:27:14,080 Which is that tons of people might run out and 1841 01:27:14,080 --> 01:27:15,490 chase after that land. 1842 01:27:15,490 --> 01:27:18,500 And make a whole bunch of effort buying train tickets, 1843 01:27:18,500 --> 01:27:20,970 go on a wagon with their whole family out west. 1844 01:27:20,970 --> 01:27:22,750 But only one person gets the land. 1845 01:27:22,750 --> 01:27:24,710 So a whole bunch of people actually put in a lot of 1846 01:27:24,710 --> 01:27:25,780 wasted effort. 1847 01:27:25,780 --> 01:27:28,970 So that's a classic example of how competition 1848 01:27:28,970 --> 01:27:30,530 can be quite wasteful. 1849 01:27:30,530 --> 01:27:32,280 Other examples, where exclusive 1850 01:27:32,280 --> 01:27:34,110 rights do that, or patents. 1851 01:27:34,110 --> 01:27:38,850 So as is the case, a patent's only given to one person-- 1852 01:27:38,850 --> 01:27:41,000 or the inventor-- 1853 01:27:41,000 --> 01:27:43,420 and you have 15 people or 30 people 1854 01:27:43,420 --> 01:27:44,610 trying to invent something. 1855 01:27:44,610 --> 01:27:47,450 So the more the competition, in this case, the more waste 1856 01:27:47,450 --> 01:27:48,230 is going to happen. 1857 01:27:48,230 --> 01:27:50,560 Because all these people are going to invest funds. 1858 01:27:50,560 --> 01:27:53,420 But only one person is going to get the exclusive right. 1859 01:27:53,420 --> 01:27:56,970 And the other people are just left high and dry. 1860 01:27:56,970 --> 01:28:01,850 So there's many examples where eliminating competition will 1861 01:28:01,850 --> 01:28:06,540 actually increase the amount of social wealth contributed 1862 01:28:06,540 --> 01:28:07,910 towards useful ends. 1863 01:28:07,910 --> 01:28:11,090 But to the direct question of whether it reduces maximum 1864 01:28:11,090 --> 01:28:14,120 forms, I don't know if that's known. 1865 01:28:14,120 --> 01:28:18,670 The studies in Alfie Kohn's article pointed to how 1866 01:28:18,670 --> 01:28:22,120 competition reduces high-level performance. 1867 01:28:22,120 --> 01:28:25,320 For example, complex cognitive tasks. 1868 01:28:25,320 --> 01:28:28,480 Maximum performance, probably, one would need to define that 1869 01:28:28,480 --> 01:28:29,150 pretty closely. 1870 01:28:29,150 --> 01:28:32,735 And then one could do studies on it. 1871 01:28:32,735 --> 01:28:37,000 OK, so there was an interesting question about the 1872 01:28:37,000 --> 01:28:38,470 understanding multiplication. 1873 01:28:38,470 --> 01:28:40,850 So the understanding multiplication example I gave, 1874 01:28:40,850 --> 01:28:44,650 where people could multiply 6 by 3 and get 18 but then 1875 01:28:44,650 --> 01:28:48,590 couldn't come up with a word problem that used 6 by 3. 1876 01:28:48,590 --> 01:28:51,620 Or they could, but the word problem was Johnny buys 6 1877 01:28:51,620 --> 01:28:52,950 apples on Monday. 1878 01:28:52,950 --> 01:28:54,530 He buys 3 apples on Tuesday. 1879 01:28:54,530 --> 01:28:56,810 So 6 times 3 is 18. 1880 01:28:56,810 --> 01:29:00,680 So that was, maybe, a bit unfair to ask students. 1881 01:29:00,680 --> 01:29:05,900 Because writing a story draws on skills beyond mathematical 1882 01:29:05,900 --> 01:29:09,260 understanding such as imagination and language. 1883 01:29:09,260 --> 01:29:12,260 So it's true, it does draw on those skills. 1884 01:29:12,260 --> 01:29:14,360 But I don't think those are separate from mathematical 1885 01:29:14,360 --> 01:29:14,940 understanding. 1886 01:29:14,940 --> 01:29:19,210 If you can't explain the mathematics that you in you, 1887 01:29:19,210 --> 01:29:21,540 you don't really understand it. 1888 01:29:21,540 --> 01:29:25,360 When I was an undergraduate a friend of mine and I used to 1889 01:29:25,360 --> 01:29:27,070 torment the math grad students. 1890 01:29:27,070 --> 01:29:28,400 It was sort of unfair. 1891 01:29:28,400 --> 01:29:29,990 And we were really curious about math. 1892 01:29:29,990 --> 01:29:31,300 We were fascinated by math. 1893 01:29:31,300 --> 01:29:33,660 And we wanted to know what people do in graduate school. 1894 01:29:33,660 --> 01:29:35,390 And only later did I realize we were 1895 01:29:35,390 --> 01:29:36,230 actually tormenting them. 1896 01:29:36,230 --> 01:29:37,240 We weren't doing it intentionally. 1897 01:29:37,240 --> 01:29:40,030 We would ask them, OK, what are you working on? 1898 01:29:40,030 --> 01:29:42,090 Sometimes we had classes with them or we'd see them in the 1899 01:29:42,090 --> 01:29:42,970 math lounge. 1900 01:29:42,970 --> 01:29:46,920 And they would say, oh, blah, blah, the theorem. 1901 01:29:46,920 --> 01:29:49,130 And we were undergraduates and young. 1902 01:29:49,130 --> 01:29:50,480 And we didn't really know what the theorem was. 1903 01:29:50,480 --> 01:29:53,650 So we'd say, well, can you give us an example? 1904 01:29:53,650 --> 01:29:56,780 And that produced just deer in the headlights. 1905 01:29:56,780 --> 01:29:58,230 Example? 1906 01:29:58,230 --> 01:29:59,430 Example? 1907 01:29:59,430 --> 01:30:02,390 That was completely foreign and not at all what they were 1908 01:30:02,390 --> 01:30:02,930 thinking about. 1909 01:30:02,930 --> 01:30:04,800 It was completely out of their space. 1910 01:30:04,800 --> 01:30:08,750 And later I actually realized that that was actually a very 1911 01:30:08,750 --> 01:30:09,840 fair question. 1912 01:30:09,840 --> 01:30:12,350 And if you wanted to test whether people understood what 1913 01:30:12,350 --> 01:30:13,680 they were working on. 1914 01:30:13,680 --> 01:30:16,530 And I found that things I can give examples on I understand. 1915 01:30:16,530 --> 01:30:19,060 The things I can't, I don't understand. 1916 01:30:19,060 --> 01:30:21,510 Another example that is Feynman. 1917 01:30:21,510 --> 01:30:25,120 He said, I have always found that I don't understand 1918 01:30:25,120 --> 01:30:28,630 anything unless I can give a freshman lecture on it. 1919 01:30:28,630 --> 01:30:31,470 Or equivalently, people asked him to give 1920 01:30:31,470 --> 01:30:32,260 a lecture on something. 1921 01:30:32,260 --> 01:30:34,580 He said, no, I don't understand. 1922 01:30:34,580 --> 01:30:36,030 I don't understand that well enough. 1923 01:30:36,030 --> 01:30:37,920 I'll have to first work out a freshman lecture on it. 1924 01:30:37,920 --> 01:30:39,390 Then I can explain it better. 1925 01:30:39,390 --> 01:30:43,080 And so there's famous lectures of his where he's explained 1926 01:30:43,080 --> 01:30:45,340 anti particles and spin. 1927 01:30:45,340 --> 01:30:47,850 And he finally got it to a level where he thinks it was 1928 01:30:47,850 --> 01:30:50,260 actually suitable for a freshman, so first-year 1929 01:30:50,260 --> 01:30:51,050 college students. 1930 01:30:51,050 --> 01:30:52,720 So it's a brilliant lecture. 1931 01:30:52,720 --> 01:30:56,130 If you search for the Dirac Memorial Lectures by Feynman 1932 01:30:56,130 --> 01:30:57,180 you'll find that lecture there. 1933 01:30:57,180 --> 01:30:58,230 And it's fascinating. 1934 01:30:58,230 --> 01:31:01,660 So it shows the level of how hard work it is to actually 1935 01:31:01,660 --> 01:31:02,840 understand something of that level. 1936 01:31:02,840 --> 01:31:07,090 And almost essential to that process is examples. 1937 01:31:07,090 --> 01:31:09,510 So examples, explaining, understanding, I think those 1938 01:31:09,510 --> 01:31:11,280 are intrinsic to mathematical understanding. 1939 01:31:11,280 --> 01:31:13,520 So it wasn't an unfair test. 1940 01:31:13,520 --> 01:31:16,010 It was actually a test of high-level mathematical 1941 01:31:16,010 --> 01:31:17,260 understanding. 1942 01:31:19,060 --> 01:31:21,450 One point was made, Swarthmore was not a women's college. 1943 01:31:21,450 --> 01:31:22,010 Yeah, that's true. 1944 01:31:22,010 --> 01:31:27,980 I mentioned that women's colleges were much more 1945 01:31:27,980 --> 01:31:31,560 successful in producing women Ph.D. students in science. 1946 01:31:31,560 --> 01:31:33,970 And I listed Bryn Mawr and Smith. 1947 01:31:33,970 --> 01:31:36,060 And then I listed Swarthmore, which was not correct. 1948 01:31:36,060 --> 01:31:38,890 That was crosstalk between Bryn Mawr is and Swarthmore. 1949 01:31:38,890 --> 01:31:40,630 I grouped them all, Bryn Mawr, Haverford, 1950 01:31:40,630 --> 01:31:41,850 and Swarthmore together. 1951 01:31:41,850 --> 01:31:44,510 So Swarthmore is a coeducational college. 1952 01:31:44,510 --> 01:31:47,900 And I meant Bryn Mawr and Smith. 1953 01:31:47,900 --> 01:31:50,490 And I was thinking of Wellesley as well. 1954 01:31:50,490 --> 01:31:53,050 So Wellesley is an all-women's college, unless they've 1955 01:31:53,050 --> 01:31:53,940 changed lately? 1956 01:31:53,940 --> 01:31:54,770 No, OK. 1957 01:31:54,770 --> 01:31:58,800 I mean every once in a while colleges think of changing. 1958 01:31:58,800 --> 01:32:01,590 But they're still all women. 1959 01:32:01,590 --> 01:32:03,490 Now, people asked for references and further 1960 01:32:03,490 --> 01:32:04,910 information about that. 1961 01:32:04,910 --> 01:32:09,360 So I'll put a link on the website. 1962 01:32:09,360 --> 01:32:13,370 But it's Barbara Whitten at the Colorado College physics 1963 01:32:13,370 --> 01:32:16,450 department, she's done the most extensive studies on not 1964 01:32:16,450 --> 01:32:22,810 just what makes for women being successful in science, 1965 01:32:22,810 --> 01:32:25,110 but in general, what makes for students in 1966 01:32:25,110 --> 01:32:25,910 say, physics majors. 1967 01:32:25,910 --> 01:32:30,000 She was the chair of the Colorado College physics 1968 01:32:30,000 --> 01:32:31,940 department when I interviewed there. 1969 01:32:31,940 --> 01:32:35,230 What makes for a successful undergraduate major program? 1970 01:32:35,230 --> 01:32:38,070 So this is quite interesting for people 1971 01:32:38,070 --> 01:32:38,860 interested in teaching. 1972 01:32:38,860 --> 01:32:41,550 Not just revising one course, but revising an entire 1973 01:32:41,550 --> 01:32:43,040 department curriculum. 1974 01:32:43,040 --> 01:32:46,290 So she's done cross-institutional studies of 1975 01:32:46,290 --> 01:32:50,630 the culture of departments and what facets of the culture are 1976 01:32:50,630 --> 01:32:53,810 responsible for students continuing on in science. 1977 01:32:53,810 --> 01:32:58,810 And what she's found is that the same features that help 1978 01:32:58,810 --> 01:33:01,760 women continue in science help everybody. 1979 01:33:01,760 --> 01:33:04,960 So I highly recommend her work. 1980 01:33:04,960 --> 01:33:09,710 And I'll put a link to her web page on our course web page. 1981 01:33:09,710 --> 01:33:11,120 Barbara Whitten. 1982 01:33:11,120 --> 01:33:17,080 I think it's W-I-T-T-E-N. But it might be W-H-I-T-T-E-N, the 1983 01:33:17,080 --> 01:33:18,670 Colorado College physics department. 1984 01:33:23,230 --> 01:33:31,670 OK, it's clear that I don't like No Child Left Behind. 1985 01:33:31,670 --> 01:33:33,310 But would I do if I were the Secretary of 1986 01:33:33,310 --> 01:33:34,885 Education in this country? 1987 01:33:34,885 --> 01:33:36,920 Yeah, well, Hell would probably freeze over before 1988 01:33:36,920 --> 01:33:39,830 that happened. 1989 01:33:39,830 --> 01:33:43,580 There's a long vetting process before people become that. 1990 01:33:43,580 --> 01:33:46,290 And you have to show your loyalty to pretty much every 1991 01:33:46,290 --> 01:33:49,920 aspect of the current system before that happens, before 1992 01:33:49,920 --> 01:33:51,590 you're appointed to such a post. 1993 01:33:51,590 --> 01:33:55,960 But if Hell froze over what would I do? 1994 01:33:55,960 --> 01:34:00,670 I think one of the fundamental problems with education in 1995 01:34:00,670 --> 01:34:03,390 America is the vast inequalities 1996 01:34:03,390 --> 01:34:06,590 in funding, in resources. 1997 01:34:06,590 --> 01:34:09,560 So the wealthy school districts have two, three, 1998 01:34:09,560 --> 01:34:12,310 four times as much funds per student as 1999 01:34:12,310 --> 01:34:13,560 the poor school districts. 2000 01:34:16,640 --> 01:34:18,840 And there's a good part of that. 2001 01:34:18,840 --> 01:34:20,540 I mean, the disparity is bad. 2002 01:34:20,540 --> 01:34:23,250 But there's a reason for the disparity. 2003 01:34:23,250 --> 01:34:24,420 And the reason isn't all bad. 2004 01:34:24,420 --> 01:34:29,740 The reason is that America education is a local affair. 2005 01:34:29,740 --> 01:34:31,860 It's controlled by local authorities. 2006 01:34:31,860 --> 01:34:36,570 So the constitution reserves a bunch of powers for the 2007 01:34:36,570 --> 01:34:40,030 federal government, printing money, making war, various 2008 01:34:40,030 --> 01:34:41,550 things like that. 2009 01:34:41,550 --> 01:34:46,650 Then it says, OK, then the states can do a bunch of stuff 2010 01:34:46,650 --> 01:34:49,150 like, for example, regulate voting. 2011 01:34:49,150 --> 01:34:53,410 And then it says anything not explicitly given to the 2012 01:34:53,410 --> 01:34:56,870 national or state governments is given to the people. 2013 01:34:56,870 --> 01:35:04,300 Or in fact I think it says-- this is the 10th or 11th 2014 01:35:04,300 --> 01:35:05,270 commandment-- 2015 01:35:05,270 --> 01:35:06,210 especially devolution. 2016 01:35:06,210 --> 01:35:08,420 It says any powers not given to the federal government go 2017 01:35:08,420 --> 01:35:09,220 to the state. 2018 01:35:09,220 --> 01:35:10,210 If they're given to the state. 2019 01:35:10,210 --> 01:35:13,810 And if not given to the state they go to the people. 2020 01:35:13,810 --> 01:35:16,500 And so education is in that category. 2021 01:35:16,500 --> 01:35:19,390 It's nowhere mentioned in the constitution, education. 2022 01:35:19,390 --> 01:35:21,390 So it's not given to the states. 2023 01:35:21,390 --> 01:35:22,660 It's not given to the federal government. 2024 01:35:22,660 --> 01:35:25,710 So in America it's given to the local authorities. 2025 01:35:25,710 --> 01:35:27,980 Now the problem is that different communities have 2026 01:35:27,980 --> 01:35:29,410 different wealth bases. 2027 01:35:29,410 --> 01:35:31,010 Because there's some very rich suburbs. 2028 01:35:31,010 --> 01:35:33,280 And for a while the cities were wealthy. 2029 01:35:33,280 --> 01:35:34,400 But then people fled. 2030 01:35:34,400 --> 01:35:37,560 All the wealthy people fled the cities in the 1950s during 2031 01:35:37,560 --> 01:35:37,960 suburbanization. 2032 01:35:37,960 --> 01:35:41,360 So the centers of cities became very poor. 2033 01:35:41,360 --> 01:35:44,270 So there's vast disparities in wealth there. 2034 01:35:44,270 --> 01:35:47,160 And I think one thing that the federal government could do is 2035 01:35:47,160 --> 01:35:48,900 actually just correct those. 2036 01:35:48,900 --> 01:35:53,220 So there've been lawsuits along those lines for forcing 2037 01:35:53,220 --> 01:35:56,660 state governments to try to correct that because there is 2038 01:35:56,660 --> 01:35:59,390 some role for the states in education. 2039 01:35:59,390 --> 01:36:01,610 I'm not sure where that comes from in the constitution. 2040 01:36:01,610 --> 01:36:04,180 But there are state boards of education. 2041 01:36:04,180 --> 01:36:06,790 And I think it's Vermont and New Jersey, there've been 2042 01:36:06,790 --> 01:36:10,210 lawsuits in state courts to force the states to equalize 2043 01:36:10,210 --> 01:36:12,430 funding across school districts. 2044 01:36:12,430 --> 01:36:14,510 So somehow mitigating the differential in 2045 01:36:14,510 --> 01:36:16,170 property-tax revenues. 2046 01:36:16,170 --> 01:36:17,460 And I think the federal government 2047 01:36:17,460 --> 01:36:18,580 could do that as well. 2048 01:36:18,580 --> 01:36:20,430 So those lawsuits are based on-- 2049 01:36:20,430 --> 01:36:23,910 I'm pretty sure-- the 14th Amendment, equal 2050 01:36:23,910 --> 01:36:25,560 protection of the laws. 2051 01:36:25,560 --> 01:36:28,020 Now, there's no reason the federal government couldn't do 2052 01:36:28,020 --> 01:36:28,570 that as well. 2053 01:36:28,570 --> 01:36:30,400 So I would do that as step number one. 2054 01:36:30,400 --> 01:36:32,650 No strings attached, here, let's just 2055 01:36:32,650 --> 01:36:33,950 equalize the resources. 2056 01:36:33,950 --> 01:36:36,150 And then we can worry about what we're 2057 01:36:36,150 --> 01:36:37,190 going to do after that. 2058 01:36:37,190 --> 01:36:40,880 Whereas No Child Left Behind, what it does, it makes the 2059 01:36:40,880 --> 01:36:42,800 resources actually, more unequal. 2060 01:36:42,800 --> 01:36:45,300 Because it tests all the schools. 2061 01:36:45,300 --> 01:36:48,040 And the schools that are going to do badly are the ones with 2062 01:36:48,040 --> 01:36:48,880 less resources. 2063 01:36:48,880 --> 01:36:52,330 And then they're going to get punished for doing badly. 2064 01:36:52,330 --> 01:36:54,930 So I would take the opposite approach. 2065 01:36:54,930 --> 01:36:56,940 Is there a particular country's educational system 2066 01:36:56,940 --> 01:36:58,320 that I particularly admire? 2067 01:36:58,320 --> 01:37:01,130 That's a good question. 2068 01:37:01,130 --> 01:37:02,670 Again, I think it's local. 2069 01:37:02,670 --> 01:37:05,480 There's local educational experiments that I admire a 2070 01:37:05,480 --> 01:37:07,840 lot and occasionally larger-scale ones. 2071 01:37:07,840 --> 01:37:10,430 A whole country, not so much. 2072 01:37:10,430 --> 01:37:12,350 I mean, there's states in India, for 2073 01:37:12,350 --> 01:37:14,250 example, for awhile Kerala-- 2074 01:37:14,250 --> 01:37:16,620 I don't know if this is still true-- but had an incredibly 2075 01:37:16,620 --> 01:37:21,430 high literacy rate, I think 98%, Which was much higher 2076 01:37:21,430 --> 01:37:23,330 than anywhere else in India and matches literacy 2077 01:37:23,330 --> 01:37:25,480 levels in the West. 2078 01:37:25,480 --> 01:37:27,370 And this has many benefits. 2079 01:37:27,370 --> 01:37:31,460 So for example, one study about population is that 2080 01:37:31,460 --> 01:37:34,390 population growth is slowed down the most 2081 01:37:34,390 --> 01:37:36,500 by educating women. 2082 01:37:36,500 --> 01:37:41,160 And Kerala actually, that 98% included women not just men. 2083 01:37:41,160 --> 01:37:43,940 So I think that's an educational system worth 2084 01:37:43,940 --> 01:37:44,930 looking into. 2085 01:37:44,930 --> 01:37:48,980 And places that I admire, there are local pockets. 2086 01:37:48,980 --> 01:37:51,140 The free schools in the 1960s. 2087 01:37:51,140 --> 01:37:55,250 There's a few places like that still in America. 2088 01:37:55,250 --> 01:37:57,920 There's the Sudbury Valley School. 2089 01:37:57,920 --> 01:37:59,990 Maybe it's 50 miles west of here. 2090 01:37:59,990 --> 01:38:02,600 It's in the Sudbury Valley. 2091 01:38:02,600 --> 01:38:05,560 And that's modeled on Summerhill, one of the 2092 01:38:05,560 --> 01:38:08,160 earliest free schools in England. 2093 01:38:08,160 --> 01:38:10,980 So actually, it has its good and bad. 2094 01:38:10,980 --> 01:38:13,550 So Summerhill, there's no required classes. 2095 01:38:13,550 --> 01:38:15,650 And there's no required curriculum. 2096 01:38:15,650 --> 01:38:18,430 And the students can go to class or not 2097 01:38:18,430 --> 01:38:20,550 and can play outside. 2098 01:38:20,550 --> 01:38:22,550 So that would work really well. 2099 01:38:22,550 --> 01:38:23,970 I think that works really well if all the 2100 01:38:23,970 --> 01:38:27,080 teachers are really inspiring. 2101 01:38:27,080 --> 01:38:28,650 Because then the students would be automatically drawn 2102 01:38:28,650 --> 01:38:30,550 in to learn stuff. 2103 01:38:30,550 --> 01:38:32,550 But if the teachers aren't very skilled then you have 2104 01:38:32,550 --> 01:38:33,630 problems with that. 2105 01:38:33,630 --> 01:38:35,270 So I think it worked mixed there. 2106 01:38:35,270 --> 01:38:40,690 But the potential is good and the freedom is really good. 2107 01:38:40,690 --> 01:38:42,040 And it teaches people to be responsible. 2108 01:38:42,040 --> 01:38:44,395 But it has its downsides. 2109 01:38:44,395 --> 01:38:46,020 So I have a personal experience with that. 2110 01:38:46,020 --> 01:38:48,090 Which is when I was three. 2111 01:38:48,090 --> 01:38:49,200 So I was born in England. 2112 01:38:49,200 --> 01:38:50,850 And we lived there for a few years. 2113 01:38:50,850 --> 01:38:52,590 And then we moved to New Jersey. 2114 01:38:52,590 --> 01:38:57,550 And I guess I was four maybe, my parents thought about 2115 01:38:57,550 --> 01:39:00,110 sending me to England to go to Summerhill 2116 01:39:00,110 --> 01:39:02,290 because this was 1973. 2117 01:39:02,290 --> 01:39:04,360 So it was in the middle of lots of 2118 01:39:04,360 --> 01:39:05,610 political change in America. 2119 01:39:05,610 --> 01:39:08,720 Free schools were a big part of the cultural discussion. 2120 01:39:08,720 --> 01:39:11,070 And my parents believed in those values, which 2121 01:39:11,070 --> 01:39:11,880 I'm glad they did. 2122 01:39:11,880 --> 01:39:14,580 And they thought, OK, let's see about sending Sanjay to 2123 01:39:14,580 --> 01:39:15,260 Summerhill. 2124 01:39:15,260 --> 01:39:18,030 So we took a trip back to England. 2125 01:39:18,030 --> 01:39:19,170 And they visited. 2126 01:39:19,170 --> 01:39:22,300 And the way they tell me what happened, was that everything 2127 01:39:22,300 --> 01:39:26,890 was fine except then they were wandering around with the 2128 01:39:26,890 --> 01:39:28,290 teacher on the tour. 2129 01:39:28,290 --> 01:39:30,940 And they saw these marks on the door. 2130 01:39:30,940 --> 01:39:33,470 And they said, what are those marks on the door? 2131 01:39:33,470 --> 01:39:35,460 Because they believed in the philosophy of letting children 2132 01:39:35,460 --> 01:39:37,550 do what they want to do and follow their interests. 2133 01:39:37,550 --> 01:39:39,755 But they said, oh, what are those marks on the door there? 2134 01:39:39,755 --> 01:39:41,960 And they said, oh, that's Johnny. 2135 01:39:41,960 --> 01:39:47,085 He likes to stand over there and throw knives at the door. 2136 01:39:47,085 --> 01:39:49,640 So then my parents thought, well, maybe that's just a 2137 01:39:49,640 --> 01:39:51,380 little too unsupervised. 2138 01:39:51,380 --> 01:39:54,710 Especially if the child is across the Atlantic from us. 2139 01:39:54,710 --> 01:39:57,380 And it's not really easy to see how things are going and 2140 01:39:57,380 --> 01:39:59,320 intervene if things aren't going so well. 2141 01:39:59,320 --> 01:40:00,980 So they decided not to send me to Summerhill. 2142 01:40:00,980 --> 01:40:03,620 But they sent me to progressive nursery schools 2143 01:40:03,620 --> 01:40:04,870 locally as well. 2144 01:40:04,870 --> 01:40:08,020 And I have good memories of those too. 2145 01:40:08,020 --> 01:40:12,200 So yeah, I would say there's a fundamental point in there, 2146 01:40:12,200 --> 01:40:15,526 which is there's a difference between freedom and license. 2147 01:40:15,526 --> 01:40:18,940 And so this is a distinction not often made. 2148 01:40:18,940 --> 01:40:23,510 So license is the bad pole and freedom is the good. 2149 01:40:23,510 --> 01:40:25,580 This is how I'm splitting the two parts. 2150 01:40:25,580 --> 01:40:28,360 So license is just do whatever you want. 2151 01:40:28,360 --> 01:40:30,630 Take drugs. 2152 01:40:30,630 --> 01:40:31,260 Be a prostitute. 2153 01:40:31,260 --> 01:40:32,430 Do whatever you want. 2154 01:40:32,430 --> 01:40:33,680 You're free. 2155 01:40:33,680 --> 01:40:34,870 Well, that's not really freedom. 2156 01:40:34,870 --> 01:40:37,200 You're licensed. 2157 01:40:37,200 --> 01:40:39,070 Whereas freedom-- 2158 01:40:39,070 --> 01:40:42,210 in my mind-- has some intrinsic regulation on it. 2159 01:40:42,210 --> 01:40:43,090 You're free. 2160 01:40:43,090 --> 01:40:44,550 You're a free creature. 2161 01:40:44,550 --> 01:40:47,140 You have responsibility to use that freedom well. 2162 01:40:47,140 --> 01:40:49,680 And license doesn't have any of that responsibility. 2163 01:40:49,680 --> 01:40:53,150 So I think when one is designing curricula like that 2164 01:40:53,150 --> 01:40:55,880 you have to try to make the norm such that freedom is 2165 01:40:55,880 --> 01:40:57,710 promoted and not license. 2166 01:40:57,710 --> 01:41:00,070 Now, to some extent, you can't avoid a bit of license. 2167 01:41:00,070 --> 01:41:03,160 Because, for example, the Summerhill teachers say that 2168 01:41:03,160 --> 01:41:05,610 when students come from regular schools where they've 2169 01:41:05,610 --> 01:41:11,690 been basically competing with each other, basically feeling 2170 01:41:11,690 --> 01:41:14,700 beaten down, some of them come to Summerhill and just do 2171 01:41:14,700 --> 01:41:16,150 nothing for a year. 2172 01:41:16,150 --> 01:41:19,730 They just sit outside and play on the swings and in the 2173 01:41:19,730 --> 01:41:21,730 creek, just for a year. 2174 01:41:21,730 --> 01:41:24,350 It takes them a year of detoxification before they are 2175 01:41:24,350 --> 01:41:26,550 ready to go back into the classroom and 2176 01:41:26,550 --> 01:41:28,100 learn things formally. 2177 01:41:28,100 --> 01:41:30,200 So you could say that's a bit of license. 2178 01:41:30,200 --> 01:41:32,410 But maybe that's a bit of necessary license. 2179 01:41:32,410 --> 01:41:34,070 Or maybe they're actually just 2180 01:41:34,070 --> 01:41:35,660 discovering how to use freedom. 2181 01:41:35,660 --> 01:41:37,570 And it takes them a year because they never had any 2182 01:41:37,570 --> 01:41:39,400 practice with that. 2183 01:41:39,400 --> 01:41:41,960 So I think it's important to keep 2184 01:41:41,960 --> 01:41:43,545 those two pieces separate. 2185 01:41:46,060 --> 01:41:48,450 OK, so now there's so many questions. 2186 01:41:48,450 --> 01:41:51,660 OK so there's two that I think are particularly 2187 01:41:51,660 --> 01:41:52,820 important to discuss. 2188 01:41:52,820 --> 01:41:56,760 So there was a comment that one of the Alfie Kohn readings 2189 01:41:56,760 --> 01:42:02,730 was off putting because he made comments about people 2190 01:42:02,730 --> 01:42:04,910 with different political views than his and he seemed like a 2191 01:42:04,910 --> 01:42:07,570 left-wing nut. 2192 01:42:07,570 --> 01:42:11,060 And that, therefore, that reading shouldn't be assigned. 2193 01:42:11,060 --> 01:42:14,080 So yeah, I agree that if you have quite a different 2194 01:42:14,080 --> 01:42:16,630 political view than Alfie Kohn it can be a bit off putting. 2195 01:42:16,630 --> 01:42:19,400 But actually, I think that's a good thing. 2196 01:42:19,400 --> 01:42:21,380 Now why is that? 2197 01:42:21,380 --> 01:42:25,410 It's because it's fundamentally important to 2198 01:42:25,410 --> 01:42:29,190 find views that challenge you and read them anyway. 2199 01:42:29,190 --> 01:42:31,800 So as you probably guessed, most of my views are not 2200 01:42:31,800 --> 01:42:32,630 mainstream. 2201 01:42:32,630 --> 01:42:35,290 So I do that all the time whether I like it or not, just 2202 01:42:35,290 --> 01:42:37,690 when I open the paper, or if I happen to watch television, 2203 01:42:37,690 --> 01:42:39,330 which I actually don't hardly at all. 2204 01:42:39,330 --> 01:42:44,480 But if I open the newspaper or read things, just right next 2205 01:42:44,480 --> 01:42:47,520 to my office there was a teaching magazine. 2206 01:42:47,520 --> 01:42:48,520 I forget what is called. 2207 01:42:48,520 --> 01:42:49,300 Prism maybe? 2208 01:42:49,300 --> 01:42:51,200 I forget the name of the magazine. 2209 01:42:51,200 --> 01:42:52,795 But it's on the magazine display. 2210 01:42:52,795 --> 01:42:54,610 And I just was walking by. 2211 01:42:54,610 --> 01:42:58,340 And turned my head this way to read the title 2212 01:42:58,340 --> 01:42:59,330 on the front cover. 2213 01:42:59,330 --> 01:43:08,990 And it said cash incentives are proving successful for 2214 01:43:08,990 --> 01:43:10,800 promoting student learning. 2215 01:43:10,800 --> 01:43:13,780 So this was against everything I believed in. 2216 01:43:13,780 --> 01:43:17,110 So if I have the time I'll actually read the article. 2217 01:43:17,110 --> 01:43:19,450 But I'm surrounded by things I disagree with. 2218 01:43:19,450 --> 01:43:21,180 And I think that's actually pretty healthy. 2219 01:43:21,180 --> 01:43:23,125 So if you disagree with the article read 2220 01:43:23,125 --> 01:43:24,375 it all the way through. 2221 01:43:26,920 --> 01:43:31,100 And the law professor Cass Sonstein from Chicago-- 2222 01:43:31,100 --> 01:43:33,260 who's talked about as being a possible Supreme 2223 01:43:33,260 --> 01:43:36,460 Court nominee by Obama-- 2224 01:43:36,460 --> 01:43:41,510 he's written eloquently about the dangers of not doing that. 2225 01:43:41,510 --> 01:43:45,290 Because it wasn't so possible 50 years ago. 2226 01:43:45,290 --> 01:43:47,840 There was large-circulation newspapers and maybe two, 2227 01:43:47,840 --> 01:43:49,290 three in each town. 2228 01:43:49,290 --> 01:43:50,940 And people read those. 2229 01:43:50,940 --> 01:43:54,060 There was a common discourse through that. 2230 01:43:54,060 --> 01:43:56,780 But now, everyone can get their own particular news on 2231 01:43:56,780 --> 01:43:57,720 the internet. 2232 01:43:57,720 --> 01:43:57,813 Right? 2233 01:43:57,813 --> 01:44:01,640 You can get your own views from this small journal or 2234 01:44:01,640 --> 01:44:04,220 from that particular newspaper or this person writing an 2235 01:44:04,220 --> 01:44:06,400 article that you happen to agree with. 2236 01:44:06,400 --> 01:44:09,600 And the danger is of people just collecting into small 2237 01:44:09,600 --> 01:44:14,260 little micro communities, where each community just 2238 01:44:14,260 --> 01:44:17,680 agrees with itself and only reads things and discusses 2239 01:44:17,680 --> 01:44:19,010 things that they agree with. 2240 01:44:19,010 --> 01:44:21,430 And that's very unhealthy for democracy he points out, which 2241 01:44:21,430 --> 01:44:22,920 I think is right. 2242 01:44:22,920 --> 01:44:25,300 So I think it's very important to actually seek out things 2243 01:44:25,300 --> 01:44:26,010 you disagree with. 2244 01:44:26,010 --> 01:44:28,800 And so if I happen to give you a reading that at first you 2245 01:44:28,800 --> 01:44:33,020 disagreed with it's not such a bad thing. 2246 01:44:33,020 --> 01:44:37,430 And it belongs, for sure, in an academic curriculum. 2247 01:44:37,430 --> 01:44:39,920 Because that's one of the purposes of an academic 2248 01:44:39,920 --> 01:44:40,730 curriculum. 2249 01:44:40,730 --> 01:44:45,660 The word university comes from-- it has Uni in it, one. 2250 01:44:45,660 --> 01:44:47,300 So the idea is it's one universe. 2251 01:44:47,300 --> 01:44:53,460 All ideas are open discussion, even ones we disagree with. 2252 01:44:53,460 --> 01:44:54,920 OK, so let's see. 2253 01:45:07,970 --> 01:45:12,650 OK, then the related one is, I find it off putting when I put 2254 01:45:12,650 --> 01:45:14,940 my personal biases and opinions as absolute. 2255 01:45:14,940 --> 01:45:17,200 For example, programming-- 2256 01:45:17,200 --> 01:45:18,860 and this is related to the last point-- 2257 01:45:18,860 --> 01:45:21,400 programming LaTeX may be easier and more 2258 01:45:21,400 --> 01:45:22,250 convenient for me. 2259 01:45:22,250 --> 01:45:24,980 But it's possible to develop familiarity with other 2260 01:45:24,980 --> 01:45:27,530 software and systems that makes them close to 2261 01:45:27,530 --> 01:45:30,540 equivalent, if not equivalent. 2262 01:45:30,540 --> 01:45:32,380 That may be true. 2263 01:45:32,380 --> 01:45:35,540 Though I think there's fundamental reasons to 2264 01:45:35,540 --> 01:45:36,360 wonder about it. 2265 01:45:36,360 --> 01:45:43,400 Just because By not using a system such as LaTeX or Tex. 2266 01:45:43,400 --> 01:45:45,760 What's common about all of them is that you program them. 2267 01:45:45,760 --> 01:45:48,290 And by not using a system like that, you give up the ability 2268 01:45:48,290 --> 01:45:49,540 to program. 2269 01:45:49,540 --> 01:45:52,200 And that is a huge loss. 2270 01:45:52,200 --> 01:45:54,370 You can see it, how much can computers do? 2271 01:45:54,370 --> 01:45:55,900 The way computers are so powerful is 2272 01:45:55,900 --> 01:45:57,280 because we program them. 2273 01:45:57,280 --> 01:46:00,700 And the fundamental recipe for programming is-- 2274 01:46:00,700 --> 01:46:01,930 at least when I teach it-- 2275 01:46:01,930 --> 01:46:03,180 this-- 2276 01:46:07,320 --> 01:46:10,845 So this is how the fundamental idea of programming I think. 2277 01:46:10,845 --> 01:46:16,740 So you do something and then you do it again. 2278 01:46:20,140 --> 01:46:21,950 And when you're doing it again, you're like, 2279 01:46:21,950 --> 01:46:23,550 oh, I just did this. 2280 01:46:23,550 --> 01:46:25,060 Maybe I should write a program. 2281 01:46:25,060 --> 01:46:26,120 Nah, I'm too lazy. 2282 01:46:26,120 --> 01:46:29,020 But then the third time it happens again. 2283 01:46:29,020 --> 01:46:31,060 And you're like, OK, bloody hell, this 2284 01:46:31,060 --> 01:46:32,310 time write a program. 2285 01:46:36,680 --> 01:46:39,190 OK, so basically the recipe is the third time you're about to 2286 01:46:39,190 --> 01:46:41,070 do something, don't do it. 2287 01:46:41,070 --> 01:46:42,160 Write a program to do it. 2288 01:46:42,160 --> 01:46:46,460 So now you have a little mini program that you can reuse. 2289 01:46:46,460 --> 01:46:47,800 Now it's a new module. 2290 01:46:47,800 --> 01:46:50,570 And you can use that module to build still new programs. 2291 01:46:50,570 --> 01:46:54,380 You can build a huge power abstraction. 2292 01:46:54,380 --> 01:46:56,890 So for example, in the figure-drawing program you can 2293 01:46:56,890 --> 01:47:00,550 actually write programs that generate trees. 2294 01:47:00,550 --> 01:47:03,580 And then you can write a five-line script. 2295 01:47:03,580 --> 01:47:05,270 And you say, OK, feed that through my 2296 01:47:05,270 --> 01:47:06,360 tree-generating program. 2297 01:47:06,360 --> 01:47:09,340 And it'll make a tree that you can use in your figures, in 2298 01:47:09,340 --> 01:47:10,860 your talks, or in your books. 2299 01:47:10,860 --> 01:47:13,070 So I'll post a few examples of that. 2300 01:47:13,070 --> 01:47:16,310 The input as five-line tree and the output PDF. 2301 01:47:19,000 --> 01:47:21,420 So the first time you write that program it takes longer 2302 01:47:21,420 --> 01:47:23,710 than doing it graphically, no question. 2303 01:47:23,710 --> 01:47:26,680 Which is why this second part happens. 2304 01:47:26,680 --> 01:47:29,490 Because you do it the slightly hard way the first time. 2305 01:47:29,490 --> 01:47:31,100 You don't realize the second time you're like, oh, there's 2306 01:47:31,100 --> 01:47:32,830 something in common here. 2307 01:47:32,830 --> 01:47:33,240 [BUZZER SOUND] 2308 01:47:33,240 --> 01:47:34,300 But it's too late. 2309 01:47:34,300 --> 01:47:35,820 I just have to do it the slightly hard way. 2310 01:47:35,820 --> 01:47:38,420 The third time you think, OK, finally I'm going to do it 2311 01:47:38,420 --> 01:47:39,190 with the program. 2312 01:47:39,190 --> 01:47:42,760 So I think there are fundamental reasons to think 2313 01:47:42,760 --> 01:47:45,440 that if you can program your documents you'll 2314 01:47:45,440 --> 01:47:47,620 also be more efficient. 2315 01:47:47,620 --> 01:47:51,610 Now, that actually may end up not being true. 2316 01:47:51,610 --> 01:47:52,650 I suspect it is. 2317 01:47:52,650 --> 01:47:53,290 But it may not be. 2318 01:47:53,290 --> 01:47:58,680 But even if it isn't take it as not an absolute. 2319 01:47:58,680 --> 01:48:01,840 But as a suggestion to try in your own work 2320 01:48:01,840 --> 01:48:03,680 and in your own writing. 2321 01:48:03,680 --> 01:48:06,770 And I don't mean it as an absolute. 2322 01:48:06,770 --> 01:48:08,900 OK, so now there's 10 more questions. 2323 01:48:08,900 --> 01:48:12,480 But I'm going to leave them for now. 2324 01:48:12,480 --> 01:48:14,560 And if at the end we haven't used up all the time with 2325 01:48:14,560 --> 01:48:16,500 questions I'll continue with some of those questions.