1 00:00:11,679 --> 00:00:14,679 Um 2 00:00:12,640 --> 00:00:16,640 Uh today we're going to start talking 3 00:00:14,679 --> 00:00:17,679 about what's underneath the demand 4 00:00:16,640 --> 00:00:19,560 curve. 5 00:00:17,679 --> 00:00:21,679 So, basically what we did last time and 6 00:00:19,559 --> 00:00:24,159 what you did in section on Friday is 7 00:00:21,679 --> 00:00:25,839 talk about sort of the workhorse model 8 00:00:24,160 --> 00:00:27,640 uh of economics, which is the supply and 9 00:00:25,839 --> 00:00:30,039 demand model. And we always start the 10 00:00:27,640 --> 00:00:32,359 class with that cuz that's the the model 11 00:00:30,039 --> 00:00:34,119 in the course. But, I think as any good 12 00:00:32,359 --> 00:00:35,359 sort of scientist and inquisitive minds, 13 00:00:34,119 --> 00:00:37,039 you're probably immediately asking, 14 00:00:35,359 --> 00:00:38,880 "Well, where do these supply and demand 15 00:00:37,039 --> 00:00:41,039 curves come from? They don't just come 16 00:00:38,880 --> 00:00:42,080 out of thin air. Uh 17 00:00:41,039 --> 00:00:43,519 how do we think about them? Where do 18 00:00:42,079 --> 00:00:45,119 they come from?" And that's what we'll 19 00:00:43,520 --> 00:00:46,920 spend the base of the first half of the 20 00:00:45,119 --> 00:00:48,239 course going through. 21 00:00:46,920 --> 00:00:49,760 And so, we're going to start today with 22 00:00:48,240 --> 00:00:51,520 the demand curve. 23 00:00:49,759 --> 00:00:55,159 And the demand curve is going to come 24 00:00:51,520 --> 00:00:57,000 from how consumers make choices. 25 00:00:55,159 --> 00:00:58,759 Okay? And that will help us derive the 26 00:00:57,000 --> 00:01:01,000 demand curve. Then we'll turn next to 27 00:00:58,759 --> 00:01:04,640 supply curve, which will come from how 28 00:01:01,000 --> 00:01:06,040 firms make uh production decisions. 29 00:01:04,640 --> 00:01:07,159 But, let's start with the demand curve. 30 00:01:06,040 --> 00:01:09,480 And we're going to start by talking 31 00:01:07,159 --> 00:01:11,879 today about people's preferences 32 00:01:09,480 --> 00:01:12,960 and then the utility functions. 33 00:01:11,879 --> 00:01:14,839 Okay? 34 00:01:12,959 --> 00:01:16,199 So, our model of consumer 35 00:01:14,840 --> 00:01:18,200 decision-making 36 00:01:16,200 --> 00:01:21,200 is going to be a model of utility 37 00:01:18,200 --> 00:01:22,560 maximization. 38 00:01:21,200 --> 00:01:23,600 That's going to be our fundamental 39 00:01:22,560 --> 00:01:25,439 Remember, this course is all about 40 00:01:23,599 --> 00:01:26,599 constrained maximization. Our model 41 00:01:25,439 --> 00:01:28,039 today is going to be a model of utility 42 00:01:26,599 --> 00:01:29,199 maximization. 43 00:01:28,040 --> 00:01:30,680 And this model is going to have two 44 00:01:29,200 --> 00:01:31,760 components. 45 00:01:30,680 --> 00:01:34,760 There's going to be consumer 46 00:01:31,760 --> 00:01:34,760 preferences, 47 00:01:34,959 --> 00:01:39,399 which is what people want, and there's 48 00:01:37,439 --> 00:01:42,679 going to be a budget constraint, which 49 00:01:39,400 --> 00:01:42,680 is what they can afford. 50 00:01:43,239 --> 00:01:47,159 And we're going to put these two things 51 00:01:45,040 --> 00:01:49,320 together. We're going to maximize 52 00:01:47,159 --> 00:01:50,679 people's happiness or their choice or 53 00:01:49,319 --> 00:01:53,359 their their happiness given their 54 00:01:50,680 --> 00:01:55,000 preferences subject to the budget 55 00:01:53,359 --> 00:01:56,359 constraint they face. And that's going 56 00:01:55,000 --> 00:01:58,760 to be the constrained maximization 57 00:01:56,359 --> 00:02:00,040 exercise that actually through the magic 58 00:01:58,760 --> 00:02:01,560 of economics is going to yield the 59 00:02:00,040 --> 00:02:02,960 demand curve. And it's going to yield a 60 00:02:01,560 --> 00:02:05,400 very sensible demand curve that you'll 61 00:02:02,959 --> 00:02:07,159 understand intuitively. 62 00:02:05,400 --> 00:02:09,118 Now, so what we're going to do is do 63 00:02:07,159 --> 00:02:11,038 this in three steps. 64 00:02:09,118 --> 00:02:12,120 Step one over the next two lectures. 65 00:02:11,038 --> 00:02:13,319 Step one is we'll talk about 66 00:02:12,120 --> 00:02:16,360 preferences. 67 00:02:13,319 --> 00:02:18,039 How do we model people's tastes? 68 00:02:16,360 --> 00:02:19,520 We'll do that today. 69 00:02:18,039 --> 00:02:22,120 Step two is we'll talk about how we 70 00:02:19,520 --> 00:02:24,840 translate this to utility function. How 71 00:02:22,120 --> 00:02:26,439 we mathematically represent people's 72 00:02:24,840 --> 00:02:28,400 preferences in the utility function. 73 00:02:26,439 --> 00:02:30,840 We'll do that today as well. 74 00:02:28,400 --> 00:02:33,400 And then next time, we'll talk about the 75 00:02:30,840 --> 00:02:34,400 budget constraints that people face. 76 00:02:33,400 --> 00:02:36,560 So, today we're going to talk about the 77 00:02:34,400 --> 00:02:38,159 maximand. Next time we'll talk about the 78 00:02:36,560 --> 00:02:40,479 budget constraint. 79 00:02:38,159 --> 00:02:42,319 That means today's lecture is quite fun. 80 00:02:40,479 --> 00:02:44,239 Today's lecture is about unconstrained 81 00:02:42,319 --> 00:02:45,799 choice. We're not going to worry at all 82 00:02:44,240 --> 00:02:47,120 about what you can afford, what anything 83 00:02:45,800 --> 00:02:48,040 costs. 84 00:02:47,120 --> 00:02:48,719 We'll worry about what things cost. 85 00:02:48,039 --> 00:02:51,280 We're not going to worry about what you 86 00:02:48,719 --> 00:02:52,719 can afford. Okay? Today's the lecture 87 00:02:51,280 --> 00:02:55,000 where you won the lottery. 88 00:02:52,719 --> 00:02:57,120 Okay? You won the lottery, money is no 89 00:02:55,000 --> 00:02:58,319 object. How do you think about what you 90 00:02:57,120 --> 00:02:59,920 want? 91 00:02:58,319 --> 00:03:00,959 Okay? Next time we'll say, "Well, you 92 00:02:59,919 --> 00:03:02,079 didn't win the lottery." In fact, as 93 00:03:00,960 --> 00:03:03,520 we'll learn later in the semester, no 94 00:03:02,080 --> 00:03:07,160 one wins the lottery. Uh that's an 95 00:03:03,520 --> 00:03:08,360 incredibly bad deal. Um uh but basically 96 00:03:07,159 --> 00:03:10,400 next time we'll impose the budget 97 00:03:08,360 --> 00:03:13,120 constraints. But for today, we're just 98 00:03:10,400 --> 00:03:14,680 going to ignore that and talk about what 99 00:03:13,120 --> 00:03:17,039 do you want? 100 00:03:14,680 --> 00:03:20,159 Okay? And to start this, we're going to 101 00:03:17,039 --> 00:03:23,159 start with the series of preference 102 00:03:20,159 --> 00:03:23,159 assumptions. 103 00:03:25,400 --> 00:03:30,000 A series Remember, as I talked about 104 00:03:27,360 --> 00:03:31,240 last time, models rely on simplifying 105 00:03:30,000 --> 00:03:32,400 assumptions. Otherwise, we could never 106 00:03:31,240 --> 00:03:33,480 write down a model. It would go on 107 00:03:32,400 --> 00:03:36,640 forever. 108 00:03:33,479 --> 00:03:39,719 Okay? And the key question is, are those 109 00:03:36,639 --> 00:03:41,519 simplifying assumptions sensible? Uh do 110 00:03:39,719 --> 00:03:43,159 they do violence to reality in a way 111 00:03:41,520 --> 00:03:44,600 which makes you not believe the model? 112 00:03:43,159 --> 00:03:46,240 Or do are they roughly consistent with 113 00:03:44,599 --> 00:03:47,560 reality in a way that allows you to go 114 00:03:46,240 --> 00:03:49,560 on with the model? 115 00:03:47,560 --> 00:03:52,000 Okay? And we're going to impose three 116 00:03:49,560 --> 00:03:53,120 preference assumptions, which I hope 117 00:03:52,000 --> 00:03:54,639 will not violate your sense of 118 00:03:53,120 --> 00:03:58,960 reasonableness. 119 00:03:54,639 --> 00:03:58,959 The first is completeness. 120 00:04:00,599 --> 00:04:06,199 What I mean by that is you have 121 00:04:03,319 --> 00:04:08,319 preferences over any set of goods you 122 00:04:06,199 --> 00:04:10,239 might choose from. 123 00:04:08,319 --> 00:04:12,639 You might be indifferent. You might say, 124 00:04:10,240 --> 00:04:15,600 "I like A as much as B." But, you can't 125 00:04:12,639 --> 00:04:16,439 say, "I don't care." or "I don't know." 126 00:04:15,599 --> 00:04:17,879 You say, "I don't care." That's 127 00:04:16,439 --> 00:04:19,358 indifference. You can't say, "I don't 128 00:04:17,879 --> 00:04:21,399 know." You can't literally say, "I don't 129 00:04:19,358 --> 00:04:23,199 know how I feel about this." Um you 130 00:04:21,399 --> 00:04:25,000 might uh say you're indifferent to 131 00:04:23,199 --> 00:04:26,759 things, but you won't say, "I don't know 132 00:04:25,000 --> 00:04:28,160 uh how I feel about something." That's 133 00:04:26,759 --> 00:04:30,719 completeness. 134 00:04:28,160 --> 00:04:31,840 Okay? The second is the assumption we've 135 00:04:30,720 --> 00:04:33,360 all become familiar with since 136 00:04:31,839 --> 00:04:36,159 kindergarten math, which is 137 00:04:33,360 --> 00:04:36,160 transitivity. 138 00:04:38,040 --> 00:04:41,879 If you prefer A to B and B to C, you 139 00:04:40,360 --> 00:04:42,879 prefer A to C. 140 00:04:41,879 --> 00:04:44,120 Okay? 141 00:04:42,879 --> 00:04:46,199 Uh 142 00:04:44,120 --> 00:04:47,399 that's that's kind of um 143 00:04:46,199 --> 00:04:49,839 uh I'm sure that's pretty clear. You've 144 00:04:47,399 --> 00:04:51,759 done this a lot in other classes. 145 00:04:49,839 --> 00:04:53,239 So, these two are sort of standard 146 00:04:51,759 --> 00:04:54,480 assumptions you might make in any math 147 00:04:53,240 --> 00:04:55,800 class. 148 00:04:54,480 --> 00:04:57,560 The third assumption is the one where 149 00:04:55,800 --> 00:04:58,680 the economics comes in, 150 00:04:57,560 --> 00:05:01,680 which is the assumption of 151 00:04:58,680 --> 00:05:01,680 non-satiation, 152 00:05:02,639 --> 00:05:07,599 or the assumption of more is better. 153 00:05:08,839 --> 00:05:15,319 In this class, we will assume more is 154 00:05:12,360 --> 00:05:16,960 always better than less. 155 00:05:15,319 --> 00:05:19,279 Okay? We'll assume more is better than 156 00:05:16,959 --> 00:05:21,719 less. Now, to be clear, we're not going 157 00:05:19,279 --> 00:05:23,479 to say that the next unit makes you 158 00:05:21,720 --> 00:05:24,920 equally happy as the last unit. In fact, 159 00:05:23,480 --> 00:05:26,040 I'll talk about that in a few minutes. 160 00:05:24,920 --> 00:05:27,000 We'll in fact assume it makes you less 161 00:05:26,040 --> 00:05:29,760 happy. 162 00:05:27,000 --> 00:05:31,519 But, we will say you always want more. 163 00:05:29,759 --> 00:05:33,839 The face of the chance of more or less, 164 00:05:31,519 --> 00:05:35,719 you'll always be happier with more. 165 00:05:33,839 --> 00:05:36,799 Okay? And that's the non-satiation 166 00:05:35,720 --> 00:05:38,640 assumption. 167 00:05:36,800 --> 00:05:40,240 Okay? I'll talk about that some during 168 00:05:38,639 --> 00:05:41,879 the lecture, but that's sort of what's 169 00:05:40,240 --> 00:05:43,160 going to give our models their power. 170 00:05:41,879 --> 00:05:45,040 That's the sort of new economics 171 00:05:43,160 --> 00:05:46,680 assumption that's going to give, beyond 172 00:05:45,040 --> 00:05:48,840 our typical math assumptions, that's 173 00:05:46,680 --> 00:05:49,920 going to give our models their power. 174 00:05:48,839 --> 00:05:51,560 Okay? 175 00:05:49,920 --> 00:05:54,080 So, that's our assumptions. 176 00:05:51,560 --> 00:05:55,720 So, armed with those, 177 00:05:54,079 --> 00:05:58,120 I want to start with the graphical 178 00:05:55,720 --> 00:05:59,360 representation of preferences. 179 00:05:58,120 --> 00:06:00,920 I want to graphically represent people's 180 00:05:59,360 --> 00:06:05,400 preferences. And I'll do so through 181 00:06:00,920 --> 00:06:05,400 something we call indifference curves. 182 00:06:07,800 --> 00:06:11,079 Indifference curves. 183 00:06:10,000 --> 00:06:12,759 Okay? 184 00:06:11,079 --> 00:06:15,120 These are base Indifference curves are 185 00:06:12,759 --> 00:06:16,319 basically preference maps. 186 00:06:15,120 --> 00:06:19,800 Essentially, indifference curves are 187 00:06:16,319 --> 00:06:20,800 graphical maps of preferences. 188 00:06:19,800 --> 00:06:23,879 Okay? 189 00:06:20,800 --> 00:06:26,319 So, for example, 190 00:06:23,879 --> 00:06:27,719 suppose your parents gave you some money 191 00:06:26,319 --> 00:06:29,040 at the beginning of the semester, and 192 00:06:27,720 --> 00:06:29,960 you can spend that money on two things. 193 00:06:29,040 --> 00:06:32,160 Your parents are rich. They give you 194 00:06:29,959 --> 00:06:33,199 tons of money. Spend that money on two 195 00:06:32,160 --> 00:06:34,760 things. 196 00:06:33,199 --> 00:06:38,360 Buying pizza 197 00:06:34,759 --> 00:06:39,879 or or um or eating cookies. 198 00:06:38,360 --> 00:06:42,199 Okay? 199 00:06:39,879 --> 00:06:43,759 So, consider your Consider preferences 200 00:06:42,199 --> 00:06:45,279 between pizza and cookies. That's your 201 00:06:43,759 --> 00:06:46,639 two things you can do. Once again, it's 202 00:06:45,279 --> 00:06:47,559 constrained model. Obviously, in life 203 00:06:46,639 --> 00:06:50,479 you can do a million things with your 204 00:06:47,560 --> 00:06:52,079 money. But, it turns out if we consider 205 00:06:50,480 --> 00:06:53,640 the contrast between doing two different 206 00:06:52,079 --> 00:06:55,639 things with your money, you get a rich 207 00:06:53,639 --> 00:06:57,120 set of intuition that you can apply to a 208 00:06:55,639 --> 00:06:57,959 much more multi-dimensional decision 209 00:06:57,120 --> 00:06:59,040 case. 210 00:06:57,959 --> 00:07:00,799 So, let's start with the two-dimensional 211 00:06:59,040 --> 00:07:02,120 decision case. You've got your money. 212 00:07:00,800 --> 00:07:03,480 You're going to have pizza or you're 213 00:07:02,120 --> 00:07:06,879 going to have cookies. 214 00:07:03,480 --> 00:07:09,080 Okay? Now, consider three choices. Okay? 215 00:07:06,879 --> 00:07:10,839 Choice A 216 00:07:09,079 --> 00:07:13,519 is two pizzas 217 00:07:10,839 --> 00:07:15,279 and one cookie. 218 00:07:13,519 --> 00:07:18,519 Choice B 219 00:07:15,279 --> 00:07:22,399 is one pizza, 220 00:07:18,519 --> 00:07:25,199 one pizza and two cookies, and choice C 221 00:07:22,399 --> 00:07:26,719 is two pizzas, two cookies. 222 00:07:25,199 --> 00:07:28,920 Okay? That's the three packages I want 223 00:07:26,720 --> 00:07:30,480 to compare. 224 00:07:28,920 --> 00:07:32,000 And I'm going to assume and I'll 225 00:07:30,480 --> 00:07:33,600 mathematically rationalize in a few 226 00:07:32,000 --> 00:07:37,839 minutes. But for now, I'm going to 227 00:07:33,600 --> 00:07:39,720 assume you are indifferent 228 00:07:37,839 --> 00:07:40,839 between these two packages. 229 00:07:39,720 --> 00:07:42,720 I'm going to assume you're equally happy 230 00:07:40,839 --> 00:07:45,599 with two slices of pizza and one cookie 231 00:07:42,720 --> 00:07:46,560 or two cookies and one slice of pizza. 232 00:07:45,600 --> 00:07:49,200 Okay? 233 00:07:46,560 --> 00:07:51,800 I'm going to assume that. But, I'm also 234 00:07:49,199 --> 00:07:53,759 going to assume you prefer option C to 235 00:07:51,800 --> 00:07:54,800 both of these. 236 00:07:53,759 --> 00:07:56,480 In fact, I'm not I'm going to assume 237 00:07:54,800 --> 00:07:57,759 that because that is what more is better 238 00:07:56,480 --> 00:07:59,080 gives you. 239 00:07:57,759 --> 00:08:00,120 Okay? So, you're indifferent between 240 00:07:59,079 --> 00:08:01,479 these. 241 00:08:00,120 --> 00:08:02,639 This indifference doesn't come from any 242 00:08:01,480 --> 00:08:04,720 property I wrote up there. That's an 243 00:08:02,639 --> 00:08:06,479 assumption. That's just a I just for 244 00:08:04,720 --> 00:08:07,640 this case I'm assuming that. This comes 245 00:08:06,480 --> 00:08:09,680 from the third property I wrote up 246 00:08:07,639 --> 00:08:11,839 there. You prefer package C cuz more is 247 00:08:09,680 --> 00:08:12,959 always better than less. 248 00:08:11,839 --> 00:08:15,279 Okay? 249 00:08:12,959 --> 00:08:18,399 So, now let's graph your preferences. 250 00:08:15,279 --> 00:08:20,879 And we do so in figure 2.1 251 00:08:18,399 --> 00:08:23,079 Okay? In the handout. Um 252 00:08:20,879 --> 00:08:24,439 Okay. So, um 253 00:08:23,079 --> 00:08:26,359 here's your indifference curve. So, 254 00:08:24,439 --> 00:08:28,959 we've graphed on the x-axis your number 255 00:08:26,360 --> 00:08:30,600 of number of cookies. On the y-axis, 256 00:08:28,959 --> 00:08:33,598 slices of pizza. 257 00:08:30,600 --> 00:08:36,120 Okay? Now, you have We've graphed the 258 00:08:33,599 --> 00:08:37,919 three choices I laid here. Choice A, 259 00:08:36,120 --> 00:08:39,279 which is two slices of pizza and one 260 00:08:37,918 --> 00:08:40,960 cookie. 261 00:08:39,279 --> 00:08:42,959 Choice B, which is two cookies and one 262 00:08:40,960 --> 00:08:44,440 slice of pizza. And choice C, which is 263 00:08:42,960 --> 00:08:45,840 two of both. 264 00:08:44,440 --> 00:08:47,440 And I have drawn on this graph your 265 00:08:45,840 --> 00:08:49,040 indifference curves. The way your 266 00:08:47,440 --> 00:08:51,600 indifference curves looks is there's one 267 00:08:49,039 --> 00:08:53,439 indifference curve between A and B 268 00:08:51,600 --> 00:08:54,879 because those are the points among which 269 00:08:53,440 --> 00:08:56,040 you're indifferent. 270 00:08:54,879 --> 00:08:59,120 So, what an indifference curve 271 00:08:56,039 --> 00:09:01,279 represents is all combinations of 272 00:08:59,120 --> 00:09:03,080 consumption among which you are 273 00:09:01,279 --> 00:09:03,959 indifferent. So, we call it indifference 274 00:09:03,080 --> 00:09:05,080 curve. 275 00:09:03,960 --> 00:09:07,280 So, an indifference curve, which will be 276 00:09:05,080 --> 00:09:09,000 sort of one of the big workhorses of 277 00:09:07,279 --> 00:09:12,000 this course. An indifference curve 278 00:09:09,000 --> 00:09:13,919 represents all combinations along which 279 00:09:12,000 --> 00:09:15,440 you are indifferent. You are indifferent 280 00:09:13,919 --> 00:09:17,599 between A and B. Therefore, they lie on 281 00:09:15,440 --> 00:09:19,520 the same curve. 282 00:09:17,600 --> 00:09:21,000 Okay? 283 00:09:19,519 --> 00:09:23,519 So, that's sort of our our our 284 00:09:21,000 --> 00:09:24,799 preference map, our indifference curves. 285 00:09:23,519 --> 00:09:27,240 And these indifference curves are going 286 00:09:24,799 --> 00:09:30,759 to have four properties. 287 00:09:27,240 --> 00:09:32,200 Four properties that you have to that 288 00:09:30,759 --> 00:09:33,439 follow naturally from this It's really 289 00:09:32,200 --> 00:09:35,040 three and a half. The third and fourth 290 00:09:33,440 --> 00:09:36,720 are really pretty much the same, but I 291 00:09:35,039 --> 00:09:38,959 like to write them out as four. 292 00:09:36,720 --> 00:09:41,160 Four properties that follow from the 293 00:09:38,960 --> 00:09:42,800 from these underlying assumptions. 294 00:09:41,159 --> 00:09:45,240 Property one 295 00:09:42,799 --> 00:09:46,559 is consumers prefer higher indifference 296 00:09:45,240 --> 00:09:49,840 curves. 297 00:09:46,559 --> 00:09:51,679 Consumers prefer 298 00:09:49,840 --> 00:09:53,399 higher 299 00:09:51,679 --> 00:09:55,039 indifference curves. 300 00:09:53,399 --> 00:09:56,879 Okay? And that just follow from more is 301 00:09:55,039 --> 00:09:58,159 better. That is, an indifference curve 302 00:09:56,879 --> 00:10:00,559 that's higher goes through the package 303 00:09:58,159 --> 00:10:02,559 that has at least as much of one thing 304 00:10:00,559 --> 00:10:03,839 and more of the other thing. Therefore, 305 00:10:02,559 --> 00:10:05,719 you prefer it. 306 00:10:03,840 --> 00:10:08,080 Okay? So, as indifference curves shift 307 00:10:05,720 --> 00:10:09,639 out, people are happier. 308 00:10:08,080 --> 00:10:11,639 Okay? So, on that higher indifference 309 00:10:09,639 --> 00:10:13,639 curve 310 00:10:11,639 --> 00:10:15,879 point C, you are happier than points A 311 00:10:13,639 --> 00:10:17,960 and B because more is better. 312 00:10:15,879 --> 00:10:19,360 Okay? 313 00:10:17,960 --> 00:10:21,320 The second 314 00:10:19,360 --> 00:10:23,600 is that 315 00:10:21,320 --> 00:10:27,000 indifference curves 316 00:10:23,600 --> 00:10:27,000 never cross. 317 00:10:27,559 --> 00:10:31,919 Indifference curves 318 00:10:29,279 --> 00:10:33,480 uh never cross. 319 00:10:31,919 --> 00:10:35,199 Okay, actually that's 320 00:10:33,480 --> 00:10:37,639 I'm going to that's third actually. I 321 00:10:35,200 --> 00:10:38,520 want to come to that in order. Second, 322 00:10:37,639 --> 00:10:39,960 third is indifference curves never 323 00:10:38,519 --> 00:10:43,000 cross. Second is indifference curves are 324 00:10:39,960 --> 00:10:43,000 downward sloping. 325 00:10:44,200 --> 00:10:47,280 Second is indifference curves are 326 00:10:45,480 --> 00:10:48,560 downward sloping. 327 00:10:47,279 --> 00:10:51,079 Okay? Indifference curves are downward 328 00:10:48,559 --> 00:10:52,199 sloping. Let's talk about that first. 329 00:10:51,080 --> 00:10:54,960 Okay? 330 00:10:52,200 --> 00:10:57,040 That simply comes from the principle of 331 00:10:54,960 --> 00:10:59,320 non-satiation. 332 00:10:57,039 --> 00:11:00,838 So, look at figure 2.2. 333 00:10:59,320 --> 00:11:03,200 Here's an upward sloping indifference 334 00:11:00,839 --> 00:11:05,160 curve. 335 00:11:03,200 --> 00:11:06,400 Okay? Why does that violate the 336 00:11:05,159 --> 00:11:07,480 principle of non-satiation? Why does 337 00:11:06,399 --> 00:11:09,600 that violate that? Yeah. 338 00:11:07,480 --> 00:11:11,080 Well, either if you're either you're 339 00:11:09,600 --> 00:11:13,720 somehow less happy if you have more 340 00:11:11,080 --> 00:11:16,160 cookies, like or you're less happy if 341 00:11:13,720 --> 00:11:18,360 you have more pizza. Yeah, but 342 00:11:16,159 --> 00:11:20,360 And like there's 343 00:11:18,360 --> 00:11:22,039 and that violates non-satiation. 344 00:11:20,360 --> 00:11:23,600 Exactly. So, basically you're 345 00:11:22,039 --> 00:11:24,838 indifferent on this curve you're 346 00:11:23,600 --> 00:11:26,159 indifferent between one of each and two 347 00:11:24,839 --> 00:11:27,440 of each. You can't be indifferent. Two 348 00:11:26,159 --> 00:11:28,360 of each has got to be better than one of 349 00:11:27,440 --> 00:11:29,680 each. 350 00:11:28,360 --> 00:11:31,720 So, an upward sloping indifference curve 351 00:11:29,679 --> 00:11:32,838 would violate non-satiation. 352 00:11:31,720 --> 00:11:34,080 So, that's the second property of 353 00:11:32,839 --> 00:11:35,240 indifference curve. 354 00:11:34,080 --> 00:11:37,560 The third property of indifference curve 355 00:11:35,240 --> 00:11:40,039 is indifference curves never cross. 356 00:11:37,559 --> 00:11:42,399 Okay? We can see that 357 00:11:40,039 --> 00:11:44,199 in figure 2.3. 358 00:11:42,399 --> 00:11:45,559 Okay? Someone else tell me why this 359 00:11:44,200 --> 00:11:48,240 violates the properties I wrote up there 360 00:11:45,559 --> 00:11:49,359 indifference curves crossing. 361 00:11:48,240 --> 00:11:51,159 Yeah. 362 00:11:49,360 --> 00:11:53,279 Because B and C 363 00:11:51,159 --> 00:11:54,838 What's that? Because B and C are 364 00:11:53,279 --> 00:11:56,360 strictly better. 365 00:11:54,839 --> 00:11:58,880 Because the B and C, B is strictly 366 00:11:56,360 --> 00:12:00,800 better. That's right. 367 00:11:58,879 --> 00:12:03,559 But but they're they're also but they're 368 00:12:00,799 --> 00:12:04,519 also both on the same curve as A. So, 369 00:12:03,559 --> 00:12:06,439 you're saying they're both you're 370 00:12:04,519 --> 00:12:07,679 indifferent with A for both B and C, but 371 00:12:06,440 --> 00:12:09,200 you can't be because B is strictly 372 00:12:07,679 --> 00:12:10,679 better than C. So, it violates 373 00:12:09,200 --> 00:12:12,800 transitivity. 374 00:12:10,679 --> 00:12:13,838 Okay? So, the problem with crossing 375 00:12:12,799 --> 00:12:16,599 indifference curves they violate 376 00:12:13,839 --> 00:12:16,600 transitivity. 377 00:12:17,320 --> 00:12:22,400 And then finally, the fourth 378 00:12:20,120 --> 00:12:24,480 is sort of a cute extra assumption, but 379 00:12:22,399 --> 00:12:27,399 I think it's important to clarify, 380 00:12:24,480 --> 00:12:29,480 which is that there is only one 381 00:12:27,399 --> 00:12:33,039 indifference curve through every 382 00:12:29,480 --> 00:12:33,039 possible consumption bundle. 383 00:12:33,240 --> 00:12:36,360 Only one 384 00:12:34,799 --> 00:12:37,679 IC 385 00:12:36,360 --> 00:12:40,560 through 386 00:12:37,679 --> 00:12:40,559 every bundle. 387 00:12:42,279 --> 00:12:45,759 Okay? You can't have two indifference 388 00:12:43,839 --> 00:12:47,680 curves going through the same bundle. 389 00:12:45,759 --> 00:12:49,360 Okay? Uh and that's because of 390 00:12:47,679 --> 00:12:50,079 completeness. If you have two 391 00:12:49,360 --> 00:12:51,120 indifference curves going through the 392 00:12:50,080 --> 00:12:52,320 same bundle, you wouldn't know how you 393 00:12:51,120 --> 00:12:54,039 felt. 394 00:12:52,320 --> 00:12:55,160 Okay? So, there can only be one going 395 00:12:54,039 --> 00:12:56,199 through every bundle cuz you know how 396 00:12:55,159 --> 00:12:57,600 you feel. 397 00:12:56,200 --> 00:12:59,080 You may feel indifferent, but you know 398 00:12:57,600 --> 00:13:00,240 how you feel. You can't say I don't 399 00:12:59,080 --> 00:13:01,920 know. 400 00:13:00,240 --> 00:13:03,240 Okay? So, that's sort of a extra 401 00:13:01,919 --> 00:13:05,360 assumption that sort of completes the 402 00:13:03,240 --> 00:13:06,360 link to the properties. 403 00:13:05,360 --> 00:13:08,759 Okay? 404 00:13:06,360 --> 00:13:10,000 So, that's basically how indifference 405 00:13:08,759 --> 00:13:11,559 curves work. 406 00:13:10,000 --> 00:13:14,279 Now, 407 00:13:11,559 --> 00:13:15,759 I find when I I took this course 408 00:13:14,279 --> 00:13:16,879 before you were 409 00:13:15,759 --> 00:13:18,200 God, maybe before your parents were 410 00:13:16,879 --> 00:13:19,679 born. I don't know. Certainly before you 411 00:13:18,200 --> 00:13:20,800 guys were born. Okay, when I took this 412 00:13:19,679 --> 00:13:22,279 course, 413 00:13:20,799 --> 00:13:23,599 I found this course full of a lot of 414 00:13:22,279 --> 00:13:24,799 lightbulb moments. That is stuff was 415 00:13:23,600 --> 00:13:26,600 just sort of confusing then boom an 416 00:13:24,799 --> 00:13:27,719 example really make it work for me. And 417 00:13:26,600 --> 00:13:29,600 the example that made indifference 418 00:13:27,720 --> 00:13:31,080 curves work to me was actually during my 419 00:13:29,600 --> 00:13:33,000 first year up. 420 00:13:31,080 --> 00:13:34,680 When my year up was with a grad student 421 00:13:33,000 --> 00:13:35,759 and that grad student had to decide 422 00:13:34,679 --> 00:13:36,959 where he was going to accept a job. He 423 00:13:35,759 --> 00:13:38,838 had a series of job offers and he had to 424 00:13:36,960 --> 00:13:40,320 decide. And basically said, here's the 425 00:13:38,839 --> 00:13:42,080 way I'm thinking about it. I'm 426 00:13:40,320 --> 00:13:44,080 indifferent I've I've indifference map 427 00:13:42,080 --> 00:13:47,440 and I care about two things. I care 428 00:13:44,080 --> 00:13:47,440 about school location 429 00:13:47,839 --> 00:13:52,240 and I care about economics department 430 00:13:49,679 --> 00:13:52,239 quality. 431 00:13:53,000 --> 00:13:55,839 Okay? I care about the quality of my 432 00:13:54,480 --> 00:13:57,839 colleagues and the research that's done 433 00:13:55,839 --> 00:13:59,800 there and the location. And basically 434 00:13:57,839 --> 00:14:02,040 he's he had two offers. 435 00:13:59,799 --> 00:14:03,439 One was from Princeton, which he put up 436 00:14:02,039 --> 00:14:04,759 here. No offense to New Jerseyans, but 437 00:14:03,440 --> 00:14:06,800 Princeton as a young single person 438 00:14:04,759 --> 00:14:08,559 sucks. Okay, fine when you're married 439 00:14:06,799 --> 00:14:10,439 and have kids, but deadly as a young 440 00:14:08,559 --> 00:14:13,439 single person. And the other so, that's 441 00:14:10,440 --> 00:14:15,160 Princeton. Down here was Santa Cruz. 442 00:14:13,440 --> 00:14:17,360 Okay? Awesome can have the most 443 00:14:15,159 --> 00:14:19,199 beautiful university in America. Okay? 444 00:14:17,360 --> 00:14:20,480 But not as good an economics department. 445 00:14:19,200 --> 00:14:23,079 And he decided he was roughly 446 00:14:20,480 --> 00:14:25,360 indifferent between the two. 447 00:14:23,078 --> 00:14:27,559 But he had a third offer 448 00:14:25,360 --> 00:14:29,919 from the IMF, which is a research 449 00:14:27,559 --> 00:14:31,559 institution in DC, which as he had a lot 450 00:14:29,919 --> 00:14:32,838 of good colleagues and DC is way better 451 00:14:31,559 --> 00:14:34,679 than Princeton, New Jersey even if it's 452 00:14:32,839 --> 00:14:35,880 not as good as Santa Cruz. So, he 453 00:14:34,679 --> 00:14:37,399 decided he would take the offer at the 454 00:14:35,879 --> 00:14:39,759 IMF. 455 00:14:37,399 --> 00:14:41,480 Okay? Even though the IMF had worse 456 00:14:39,759 --> 00:14:43,879 colleagues than Princeton 457 00:14:41,480 --> 00:14:45,519 and worse location than Santa Cruz, 458 00:14:43,879 --> 00:14:47,720 it was still better in combination the 459 00:14:45,519 --> 00:14:48,879 two of them given his preferences. 460 00:14:47,720 --> 00:14:50,879 And that's how he used indifference 461 00:14:48,879 --> 00:14:52,279 curves to help make his decision. 462 00:14:50,879 --> 00:14:54,360 Okay? 463 00:14:52,279 --> 00:14:55,720 So, that's sort of an example of uh of 464 00:14:54,360 --> 00:14:57,720 applying it. Let's see no offense to the 465 00:14:55,720 --> 00:14:59,639 New Jerseyans in the room, of which I'm 466 00:14:57,720 --> 00:15:00,720 one, but believe me you'd rather be in 467 00:14:59,639 --> 00:15:02,919 Santa Cruz. 468 00:15:00,720 --> 00:15:05,879 Um okay. Uh 469 00:15:02,919 --> 00:15:09,838 so, now let's go from preferences 470 00:15:05,879 --> 00:15:09,838 to utility functions. 471 00:15:12,480 --> 00:15:15,079 Okay? So, now we're going to move from 472 00:15:13,679 --> 00:15:17,519 preferences, 473 00:15:15,078 --> 00:15:19,639 which we've represented graphically, 474 00:15:17,519 --> 00:15:21,799 to utility functions, which we're going 475 00:15:19,639 --> 00:15:22,799 to represent mathematically. Remember, I 476 00:15:21,799 --> 00:15:23,838 want you to understand everything in 477 00:15:22,799 --> 00:15:25,838 this course at three levels: 478 00:15:23,839 --> 00:15:28,320 graphically, mathematically, and most 479 00:15:25,839 --> 00:15:30,400 importantly of all intuitively. Okay? 480 00:15:28,320 --> 00:15:31,400 So, graphic is indifference curves. Now 481 00:15:30,399 --> 00:15:34,120 we'll come to the mathematical 482 00:15:31,399 --> 00:15:36,519 representation, which utility function. 483 00:15:34,120 --> 00:15:38,679 Okay? And the idea is that every 484 00:15:36,519 --> 00:15:41,879 individual, all of you in this room, 485 00:15:38,679 --> 00:15:43,559 have a stable, well-behaved underlying 486 00:15:41,879 --> 00:15:44,919 mathematical representation of your 487 00:15:43,559 --> 00:15:47,399 preferences, 488 00:15:44,919 --> 00:15:49,319 which we call utility function. 489 00:15:47,399 --> 00:15:50,199 Okay? Now, once again, that's going to 490 00:15:49,320 --> 00:15:51,240 be very complicated and you have 491 00:15:50,200 --> 00:15:52,680 preference over lots of different 492 00:15:51,240 --> 00:15:54,120 things. We're going to make things 493 00:15:52,679 --> 00:15:56,120 simple by writing out two-dimensional 494 00:15:54,120 --> 00:15:58,078 representation for now of your 495 00:15:56,120 --> 00:16:00,959 indifference curve. We're going to say, 496 00:15:58,078 --> 00:16:03,919 how do we mathematically represent your 497 00:16:00,958 --> 00:16:05,599 feelings about pizza versus cookies? 498 00:16:03,919 --> 00:16:07,599 Okay? Imagine that's all you care about 499 00:16:05,600 --> 00:16:09,519 in the world is pizza and cookies. 500 00:16:07,600 --> 00:16:11,639 How do we mathematically represent that? 501 00:16:09,519 --> 00:16:14,039 So, for example, we could write down 502 00:16:11,639 --> 00:16:15,799 that your utility function is equal to 503 00:16:14,039 --> 00:16:18,480 the square root of the number of slices 504 00:16:15,799 --> 00:16:19,599 of pizza times the number of cookies. 505 00:16:18,480 --> 00:16:21,360 We could write that down. I'm not saying 506 00:16:19,600 --> 00:16:22,600 that's right. I'm not saying it works 507 00:16:21,360 --> 00:16:25,279 for anyone in this room or even everyone 508 00:16:22,600 --> 00:16:28,360 in this room, but that is a possible way 509 00:16:25,279 --> 00:16:30,559 to represent utility. 510 00:16:28,360 --> 00:16:32,159 Okay? What this would say, this is 511 00:16:30,559 --> 00:16:33,879 convenient. We will use we'll end up 512 00:16:32,159 --> 00:16:34,919 using square root form a lot for utility 513 00:16:33,879 --> 00:16:36,720 functions, a lot of convenient 514 00:16:34,919 --> 00:16:39,039 mathematical properties. 515 00:16:36,720 --> 00:16:40,639 And it happens to jive with our example, 516 00:16:39,039 --> 00:16:42,078 right? Because in this example you're 517 00:16:40,639 --> 00:16:44,000 indifferent between two pizza and one 518 00:16:42,078 --> 00:16:45,759 cookie or one pizza and two cookie. 519 00:16:44,000 --> 00:16:47,000 They're both square root of two. 520 00:16:45,759 --> 00:16:48,600 And you prefer two pizza and two 521 00:16:47,000 --> 00:16:50,600 cookies, that's two. 522 00:16:48,600 --> 00:16:53,560 Okay? So, this gives you a higher 523 00:16:50,600 --> 00:16:55,800 utility for two pizza and two cookies 524 00:16:53,559 --> 00:16:57,838 okay? Um uh 525 00:16:55,799 --> 00:16:59,679 then uh one pizza 526 00:16:57,839 --> 00:17:02,000 than one pizza and two cookie or two 527 00:16:59,679 --> 00:17:03,838 pizza and one cookie. 528 00:17:02,000 --> 00:17:05,920 So, now the question is what does this 529 00:17:03,839 --> 00:17:08,799 mean? What is utility? 530 00:17:05,920 --> 00:17:10,560 Okay? Well, utility doesn't actually 531 00:17:08,799 --> 00:17:12,919 mean anything. There's not really a 532 00:17:10,559 --> 00:17:14,039 thing out there called utils. 533 00:17:12,920 --> 00:17:15,600 Okay? 534 00:17:14,039 --> 00:17:18,039 In other words, utility is not a 535 00:17:15,599 --> 00:17:19,838 cardinal concept. It is only an ordinal 536 00:17:18,039 --> 00:17:23,279 concept. 537 00:17:19,838 --> 00:17:26,119 You cannot say your utility you are you 538 00:17:23,279 --> 00:17:27,838 cannot literally say my utility is X% 539 00:17:26,119 --> 00:17:29,119 higher than your utility, but you can 540 00:17:27,838 --> 00:17:31,279 rank them. 541 00:17:29,119 --> 00:17:33,079 So, we're going to assume that utility 542 00:17:31,279 --> 00:17:34,720 can be ranked to allow you to rank 543 00:17:33,079 --> 00:17:36,720 choices. 544 00:17:34,720 --> 00:17:38,319 Even if generally we might slip some and 545 00:17:36,720 --> 00:17:41,319 sort of pretend utility is cardinal for 546 00:17:38,319 --> 00:17:42,319 some cute examples, but by and large 547 00:17:41,319 --> 00:17:44,559 we're going to think of utility as 548 00:17:42,319 --> 00:17:46,279 purely ordinal. It's just a way to rank 549 00:17:44,559 --> 00:17:47,720 your choices. It's just when you have a 550 00:17:46,279 --> 00:17:49,799 set of choices out there over many 551 00:17:47,720 --> 00:17:51,679 dimensions. Like if your choice in life 552 00:17:49,799 --> 00:17:53,200 is always over one dimension 553 00:17:51,679 --> 00:17:54,840 and more was better, it would always be 554 00:17:53,200 --> 00:17:56,960 easy to rank it, right? You never ever 555 00:17:54,839 --> 00:17:58,519 problem. Once your choice over more than 556 00:17:56,960 --> 00:18:00,039 one dimension, 557 00:17:58,519 --> 00:18:01,839 now if you want to rank them, you need 558 00:18:00,039 --> 00:18:03,599 some way to combine them. That's what 559 00:18:01,839 --> 00:18:05,359 this function does. It allows you 560 00:18:03,599 --> 00:18:07,439 essentially to weight the different 561 00:18:05,359 --> 00:18:09,199 elements of your consumption bundle so 562 00:18:07,440 --> 00:18:11,759 you can rank them um 563 00:18:09,200 --> 00:18:14,319 when it comes time to choose. 564 00:18:11,759 --> 00:18:15,679 Okay? Now, this is obviously incredibly 565 00:18:14,319 --> 00:18:17,200 simple, 566 00:18:15,679 --> 00:18:19,200 but it turns out to be amazingly 567 00:18:17,200 --> 00:18:20,480 powerful in explaining real world 568 00:18:19,200 --> 00:18:21,840 behavior. 569 00:18:20,480 --> 00:18:23,240 Okay? 570 00:18:21,839 --> 00:18:24,519 And so, what I want to do today is work 571 00:18:23,240 --> 00:18:25,720 with the underlying mathematics of 572 00:18:24,519 --> 00:18:26,879 utility 573 00:18:25,720 --> 00:18:28,319 and then we'll come back we'll see in 574 00:18:26,880 --> 00:18:31,240 the next few lectures how it could 575 00:18:28,319 --> 00:18:33,519 actually be used to explain decisions. 576 00:18:31,240 --> 00:18:34,839 So, a key concept we're going to talk 577 00:18:33,519 --> 00:18:38,119 about 578 00:18:34,839 --> 00:18:39,678 in this class is marginal utility. 579 00:18:38,119 --> 00:18:41,719 Marginal utility is just the derivative 580 00:18:39,679 --> 00:18:43,560 of the utility function with respect to 581 00:18:41,720 --> 00:18:45,880 one of the elements. So, the marginal 582 00:18:43,559 --> 00:18:48,279 utility for cookies of cookies is 583 00:18:45,880 --> 00:18:50,560 utility of the next cookie 584 00:18:48,279 --> 00:18:52,480 given how many cookies you've had. 585 00:18:50,559 --> 00:18:55,039 This class can be very focused on 586 00:18:52,480 --> 00:18:56,679 marginal decision making. 587 00:18:55,039 --> 00:18:58,559 In economics, it's all about how you 588 00:18:56,679 --> 00:19:00,679 think about the next unit. Turns out 589 00:18:58,559 --> 00:19:02,039 that makes life a ton easier. Turns out 590 00:19:00,679 --> 00:19:03,720 it's way easier to say, do you want the 591 00:19:02,039 --> 00:19:06,200 next cookie? Than to say, how many 592 00:19:03,720 --> 00:19:07,159 cookies do you want? 593 00:19:06,200 --> 00:19:09,159 Because if you want the next cookie, 594 00:19:07,159 --> 00:19:10,159 that's sort of a very isolated decision. 595 00:19:09,159 --> 00:19:12,159 You say, okay, I've had this many 596 00:19:10,159 --> 00:19:13,400 cookies, do I want the next cookie? 597 00:19:12,159 --> 00:19:14,360 Whereas before you start eating you say, 598 00:19:13,400 --> 00:19:16,759 how many cookies do you want? That's 599 00:19:14,359 --> 00:19:18,799 sort of a harder more global decision. 600 00:19:16,759 --> 00:19:20,720 So, we're going to focus on the stepwise 601 00:19:18,799 --> 00:19:22,399 decision making process of do you want 602 00:19:20,720 --> 00:19:24,440 the next unit, the next cookie or the 603 00:19:22,400 --> 00:19:28,120 next slice of pizza? 604 00:19:24,440 --> 00:19:29,559 Okay? And the key feature of utility 605 00:19:28,119 --> 00:19:31,000 functions we'll work with throughout the 606 00:19:29,559 --> 00:19:35,440 semester 607 00:19:31,000 --> 00:19:35,440 is that they will feature diminishing 608 00:19:36,359 --> 00:19:41,599 diminishing marginal utility. 609 00:19:39,079 --> 00:19:43,319 Marginal utility will fall as you have 610 00:19:41,599 --> 00:19:45,439 more of a good. 611 00:19:43,319 --> 00:19:47,079 The more of a good you've had, the less 612 00:19:45,440 --> 00:19:48,799 happiness you'll derive from the next 613 00:19:47,079 --> 00:19:50,599 unit. 614 00:19:48,799 --> 00:19:52,839 Okay? 615 00:19:50,599 --> 00:19:55,199 Now, we can see that graphically in 616 00:19:52,839 --> 00:19:58,039 figure 2-4. 617 00:19:55,200 --> 00:20:00,200 Figure 2-4 graphs on the x-axis the 618 00:19:58,039 --> 00:20:01,720 number of cookies holding constant 619 00:20:00,200 --> 00:20:04,279 pizza. So, let's say you're having two 620 00:20:01,720 --> 00:20:05,799 pizza slices and you want to say, 621 00:20:04,279 --> 00:20:07,559 "What's my benefit from the next 622 00:20:05,799 --> 00:20:09,879 cookie?" 623 00:20:07,559 --> 00:20:11,799 And on the on the left axis, violating 624 00:20:09,880 --> 00:20:13,360 what I just said like 15 seconds ago, we 625 00:20:11,799 --> 00:20:14,799 graph utility. 626 00:20:13,359 --> 00:20:16,000 Now, once again, the util numbers don't 627 00:20:14,799 --> 00:20:18,039 mean anything. It's just to give you an 628 00:20:16,000 --> 00:20:19,519 ordinal sense. 629 00:20:18,039 --> 00:20:20,960 What you see here is that if you have 630 00:20:19,519 --> 00:20:23,879 one cookie, 631 00:20:20,960 --> 00:20:25,400 your utility is 1.4, square root of 2 * 632 00:20:23,880 --> 00:20:26,760 1. 633 00:20:25,400 --> 00:20:28,200 If you have two cookies, your utility 634 00:20:26,759 --> 00:20:30,119 goes up 635 00:20:28,200 --> 00:20:32,039 to square root of 4, which is 2. You are 636 00:20:30,119 --> 00:20:34,599 happier with two cookies. 637 00:20:32,039 --> 00:20:36,440 But you are less happy from the second 638 00:20:34,599 --> 00:20:39,119 cookie than the first cookie. 639 00:20:36,440 --> 00:20:40,600 Okay? And you can see that in figure if 640 00:20:39,119 --> 00:20:43,519 you flip back and forth between 2-4 and 641 00:20:40,599 --> 00:20:46,159 2-5, you can see that. 642 00:20:43,519 --> 00:20:48,440 Okay? The first cookie, 643 00:20:46,160 --> 00:20:50,400 going from zero to one cookie, gave you 644 00:20:48,440 --> 00:20:53,440 one So, in this case, we're not graphing 645 00:20:50,400 --> 00:20:56,200 the marginal utility. So, figure 2-4 is 646 00:20:53,440 --> 00:20:57,480 the level of utility, 647 00:20:56,200 --> 00:20:59,559 which is not really something you can 648 00:20:57,480 --> 00:21:00,519 measure, in fact. Figure 2-5 is 649 00:20:59,559 --> 00:21:02,079 something you can measure, which is 650 00:21:00,519 --> 00:21:03,680 marginal utility. What's your happiness? 651 00:21:02,079 --> 00:21:05,240 And we'll talk about measuring this from 652 00:21:03,680 --> 00:21:06,880 the next cookie. You see, the first 653 00:21:05,240 --> 00:21:08,640 cookie 654 00:21:06,880 --> 00:21:10,960 gives you 655 00:21:08,640 --> 00:21:13,040 um a utility and a utility increment of 656 00:21:10,960 --> 00:21:15,480 1.4. 657 00:21:13,039 --> 00:21:17,480 Okay? You go from utility of zero 658 00:21:15,480 --> 00:21:18,640 to utility of 1.4. 659 00:21:17,480 --> 00:21:21,120 The next cookie gives you a utility 660 00:21:18,640 --> 00:21:23,600 increment of 0.59. 661 00:21:21,119 --> 00:21:25,239 Okay, you go from utility of 1.41 662 00:21:23,599 --> 00:21:26,519 to utility of 2. 663 00:21:25,240 --> 00:21:28,960 The next cookie gives you a utility 664 00:21:26,519 --> 00:21:30,759 increment of 0.45, the square root of 3. 665 00:21:28,960 --> 00:21:32,360 So, now we flip back to the previous 666 00:21:30,759 --> 00:21:34,359 page. We're going from the square root 667 00:21:32,359 --> 00:21:35,439 of 4 to We're going from the square root 668 00:21:34,359 --> 00:21:36,839 of 4, I'm sorry, to the square root of 669 00:21:35,440 --> 00:21:39,080 6. 670 00:21:36,839 --> 00:21:40,799 Square root of 6 is only 0.45 more than 671 00:21:39,079 --> 00:21:42,279 the square root of 4. 672 00:21:40,799 --> 00:21:44,440 And so on. 673 00:21:42,279 --> 00:21:46,480 So, each additional cookie 674 00:21:44,440 --> 00:21:48,519 makes you less and less happy. It makes 675 00:21:46,480 --> 00:21:50,400 you happier. It has to cuz more is 676 00:21:48,519 --> 00:21:51,879 better. But it makes you less and less 677 00:21:50,400 --> 00:21:54,640 happy. 678 00:21:51,880 --> 00:21:56,360 Okay? And this makes sense. 679 00:21:54,640 --> 00:21:58,080 Just think about any decision in life 680 00:21:56,359 --> 00:22:00,479 starting with nothing of something and 681 00:21:58,079 --> 00:22:02,480 having the first one. Slice of pizza, a 682 00:22:00,480 --> 00:22:03,319 cookie, deciding on which movie to go 683 00:22:02,480 --> 00:22:04,880 to. 684 00:22:03,319 --> 00:22:06,599 The first movie, the one you want to see 685 00:22:04,880 --> 00:22:08,720 the most, 686 00:22:06,599 --> 00:22:09,919 okay, is going to make you happier than 687 00:22:08,720 --> 00:22:11,360 you want to see the one you want to see 688 00:22:09,920 --> 00:22:12,640 not quite as much. 689 00:22:11,359 --> 00:22:15,039 The first cookie when you're hungry will 690 00:22:12,640 --> 00:22:16,120 make you happier than the second cookie. 691 00:22:15,039 --> 00:22:17,960 The first slice of pizza will make you 692 00:22:16,119 --> 00:22:19,159 happier. Now, you may be close to 693 00:22:17,960 --> 00:22:20,600 indifferent where that second slice of 694 00:22:19,160 --> 00:22:21,840 pizza makes you almost as happy as the 695 00:22:20,599 --> 00:22:23,759 first. 696 00:22:21,839 --> 00:22:25,639 But the first will make you happier. 697 00:22:23,759 --> 00:22:27,000 Okay, if you think about that's really 698 00:22:25,640 --> 00:22:27,960 sort of that first step. You were hungry 699 00:22:27,000 --> 00:22:29,519 and that first one makes you feel 700 00:22:27,960 --> 00:22:32,160 happier. 701 00:22:29,519 --> 00:22:33,920 Now, but you got to remember you always 702 00:22:32,160 --> 00:22:35,080 want more cookies. 703 00:22:33,920 --> 00:22:36,400 Now, you might say, "Wait a second, this 704 00:22:35,079 --> 00:22:38,119 is stupid. Okay, once I've had 10 705 00:22:36,400 --> 00:22:39,480 cookies, I'm going to barf." 706 00:22:38,119 --> 00:22:42,079 The 11th cookie could actually make me 707 00:22:39,480 --> 00:22:43,360 worse off cuz I don't like barfing. 708 00:22:42,079 --> 00:22:45,480 But 709 00:22:43,359 --> 00:22:47,240 in economics, we have to remember you 710 00:22:45,480 --> 00:22:49,000 don't have to eat the 11th cookie. You 711 00:22:47,240 --> 00:22:50,120 could give it away. 712 00:22:49,000 --> 00:22:52,240 So, if I say you want to buy the 11th 713 00:22:50,119 --> 00:22:53,959 cookie, you could save it for later. You 714 00:22:52,240 --> 00:22:56,039 could give it to a friend. 715 00:22:53,960 --> 00:22:57,880 So, you always want it. In the worst 716 00:22:56,039 --> 00:22:59,799 case, you throw it out. 717 00:22:57,880 --> 00:23:01,880 It can't make you worse off. 718 00:22:59,799 --> 00:23:03,159 It can only make you better off. 719 00:23:01,880 --> 00:23:04,640 And that's what where our sort of more 720 00:23:03,160 --> 00:23:05,840 is better assumption comes from. 721 00:23:04,640 --> 00:23:07,160 Obviously, in the limit, you know, if 722 00:23:05,839 --> 00:23:08,678 you get a million cookies, your garbage 723 00:23:07,160 --> 00:23:09,759 can gets full, you have no friends to 724 00:23:08,679 --> 00:23:12,240 give them to. I understand the limit 725 00:23:09,759 --> 00:23:13,640 these things fall apart. Okay? But 726 00:23:12,240 --> 00:23:15,000 that's the basic idea of more is better 727 00:23:13,640 --> 00:23:16,640 and the basic idea of of diminishing 728 00:23:15,000 --> 00:23:17,960 marginal utility. Okay, any questions 729 00:23:16,640 --> 00:23:20,320 about that? 730 00:23:17,960 --> 00:23:20,319 Yeah. 731 00:23:20,880 --> 00:23:25,520 Utility function can never be negative 732 00:23:22,559 --> 00:23:26,879 because we have Well, utility Once 733 00:23:25,519 --> 00:23:28,119 again, utility is not an ordinal 734 00:23:26,880 --> 00:23:29,200 concept. You can set up utility 735 00:23:28,119 --> 00:23:31,678 functions such that the number is 736 00:23:29,200 --> 00:23:34,360 negative. You can set that up. Okay? The 737 00:23:31,679 --> 00:23:35,920 marginal utility is always positive. You 738 00:23:34,359 --> 00:23:37,079 always get some benefit from the next 739 00:23:35,920 --> 00:23:38,400 unit. 740 00:23:37,079 --> 00:23:39,480 Utility, once again, the measurement is 741 00:23:38,400 --> 00:23:40,759 irrelevant. So, it can be negative. You 742 00:23:39,480 --> 00:23:42,240 can set it up. Yeah, I could write my 743 00:23:40,759 --> 00:23:43,920 utility function like this, you know, 744 00:23:42,240 --> 00:23:45,440 something like that. So, it could be 745 00:23:43,920 --> 00:23:47,279 negative. That's just a sort of scaling 746 00:23:45,440 --> 00:23:49,440 factor. But marginal utility is always 747 00:23:47,279 --> 00:23:51,240 positive. You're always happier or it's 748 00:23:49,440 --> 00:23:53,160 not it's not negative. You're always 749 00:23:51,240 --> 00:23:54,640 happier at least indifferent to getting 750 00:23:53,160 --> 00:23:56,840 the next unit. 751 00:23:54,640 --> 00:23:58,240 Yeah. So, when you're looking at 2-5, 752 00:23:56,839 --> 00:23:59,839 you can't look at the function of the 753 00:23:58,240 --> 00:24:02,039 pizza and the marginal utility, so it's 754 00:23:59,839 --> 00:24:04,678 going to go down. 755 00:24:02,039 --> 00:24:05,519 Uh I'm sorry. You look Figure 2-5, no, 756 00:24:04,679 --> 00:24:06,640 the marginal utility is going to go 757 00:24:05,519 --> 00:24:07,960 down. 758 00:24:06,640 --> 00:24:09,200 Each fraction of cookie, the marginal 759 00:24:07,960 --> 00:24:11,000 utility Marginal utility is always 760 00:24:09,200 --> 00:24:12,840 diminishing. So, if you start with zero, 761 00:24:11,000 --> 00:24:14,279 then you can get half of the pizza in 762 00:24:12,839 --> 00:24:15,720 this graph. 763 00:24:14,279 --> 00:24:17,279 Well, it's really hard to do it from 764 00:24:15,720 --> 00:24:19,000 zero. That's really tricky. It's sort of 765 00:24:17,279 --> 00:24:20,720 much easier to start from one. 766 00:24:19,000 --> 00:24:21,759 So, corner solutions, we'll talk a lot 767 00:24:20,720 --> 00:24:23,519 about corner solutions in this class. 768 00:24:21,759 --> 00:24:25,000 They get ugly. Think of it starting from 769 00:24:23,519 --> 00:24:26,240 one. Starting from that first cookie, 770 00:24:25,000 --> 00:24:27,559 every fraction of a cookie makes you 771 00:24:26,240 --> 00:24:29,799 happier but less and less happy with 772 00:24:27,559 --> 00:24:31,919 each fraction. It's a good question. 773 00:24:29,799 --> 00:24:35,720 All right. Good questions. All right. 774 00:24:31,920 --> 00:24:38,920 So, now let's let's talk about Let's 775 00:24:35,720 --> 00:24:40,640 flip back from the math to the graphics 776 00:24:38,920 --> 00:24:42,600 and talk about where indifference curves 777 00:24:40,640 --> 00:24:44,640 come from. I just drew them out. But in 778 00:24:42,599 --> 00:24:46,519 fact, indifference curves are the 779 00:24:44,640 --> 00:24:49,000 graphical representation of what comes 780 00:24:46,519 --> 00:24:51,359 out of utility function. 781 00:24:49,000 --> 00:24:54,480 Okay? And indeed, the slope of the 782 00:24:51,359 --> 00:24:58,439 indifference curve we are going to call 783 00:24:54,480 --> 00:24:59,920 the marginal rate of substitution. 784 00:24:58,440 --> 00:25:02,600 The rate essentially at which you're 785 00:24:59,920 --> 00:25:04,240 willing to substitute 786 00:25:02,599 --> 00:25:05,919 one good for the other. The rate at 787 00:25:04,240 --> 00:25:09,559 which you're willing to substitute 788 00:25:05,920 --> 00:25:11,160 cookies for pizza is your marginal rate 789 00:25:09,559 --> 00:25:14,480 of substitution. 790 00:25:11,160 --> 00:25:16,519 And we'll define that as the slope of 791 00:25:14,480 --> 00:25:18,679 the indifference curve, delta P over 792 00:25:16,519 --> 00:25:19,720 delta C. 793 00:25:18,679 --> 00:25:20,960 That is your marginal rate of 794 00:25:19,720 --> 00:25:22,839 substitution. Literally, the 795 00:25:20,960 --> 00:25:23,880 indifference curve tells you the rate at 796 00:25:22,839 --> 00:25:25,959 which you're willing to substitute. You 797 00:25:23,880 --> 00:25:28,480 just follow along and say, "Look, I'm 798 00:25:25,960 --> 00:25:30,920 willing to give up um So, in other 799 00:25:28,480 --> 00:25:33,679 words, if you look at figure 2-6, 800 00:25:30,920 --> 00:25:35,720 you say, "Look, I'm indifferent between 801 00:25:33,679 --> 00:25:37,759 point A and point B. 802 00:25:35,720 --> 00:25:39,120 One cook- one slice of pizza and I'm 803 00:25:37,759 --> 00:25:40,160 sorry, one cookie and four slices of 804 00:25:39,119 --> 00:25:42,479 pizza 805 00:25:40,160 --> 00:25:44,560 is the same to me as two cookies and two 806 00:25:42,480 --> 00:25:45,799 slices of pizza. Why is it the same? 807 00:25:44,559 --> 00:25:47,759 Because they both give me utility square 808 00:25:45,799 --> 00:25:49,079 root of 4, right? So, given this 809 00:25:47,759 --> 00:25:50,480 mathematical rep- I'm not saying you 810 00:25:49,079 --> 00:25:52,000 are. I'm saying given this mathematical 811 00:25:50,480 --> 00:25:54,079 representation, 812 00:25:52,000 --> 00:25:55,440 okay, you are indifferent between point 813 00:25:54,079 --> 00:25:57,119 A and point B. 814 00:25:55,440 --> 00:25:58,519 So, what that says and what's the slope 815 00:25:57,119 --> 00:26:01,039 of the indifference curve? What's the 816 00:25:58,519 --> 00:26:04,119 arc slope between point A and point B? 817 00:26:01,039 --> 00:26:05,440 The slope is -2. 818 00:26:04,119 --> 00:26:07,439 So, your marginal rate of substitution 819 00:26:05,440 --> 00:26:09,279 is -2. 820 00:26:07,440 --> 00:26:10,279 You are indifferent. 821 00:26:09,279 --> 00:26:13,240 Okay? 822 00:26:10,279 --> 00:26:15,079 Um you're indifferent between 1-4 and 823 00:26:13,240 --> 00:26:18,200 2-2. Therefore, you're willing to 824 00:26:15,079 --> 00:26:22,119 substitute or give away 825 00:26:18,200 --> 00:26:24,120 two slices of pizza to get one cookie. 826 00:26:22,119 --> 00:26:25,639 Delta P delta C 827 00:26:24,119 --> 00:26:28,399 is uh 828 00:26:25,640 --> 00:26:31,240 is -2. 829 00:26:28,400 --> 00:26:32,440 Okay? Now, it turns out you can define 830 00:26:31,240 --> 00:26:34,519 the marginal rate of substitution over 831 00:26:32,440 --> 00:26:36,920 any segment of indifference curve. And 832 00:26:34,519 --> 00:26:39,119 what's interesting is it changes. It 833 00:26:36,920 --> 00:26:42,640 diminishes. Look what happens when we 834 00:26:39,119 --> 00:26:44,919 move from two pizzas and two cookies 835 00:26:42,640 --> 00:26:46,280 to from point B to point C. 836 00:26:44,920 --> 00:26:47,920 Now, the marginal rate of substitution 837 00:26:46,279 --> 00:26:50,039 is only -1/2. 838 00:26:47,920 --> 00:26:52,320 Now, I'm only willing to give up one 839 00:26:50,039 --> 00:26:53,839 slice of pizza to get two cookies. 840 00:26:52,319 --> 00:26:55,359 What's happening? First, I was willing 841 00:26:53,839 --> 00:26:57,000 to give up two slices of pizza to get 842 00:26:55,359 --> 00:26:58,319 one cookie. 843 00:26:57,000 --> 00:27:00,000 Now, I'm only willing to give up willing 844 00:26:58,319 --> 00:27:02,240 to give up one slice of pizza to get two 845 00:27:00,000 --> 00:27:03,880 cookies. What's happening? 846 00:27:02,240 --> 00:27:05,640 Yeah. You don't want a cookie as much. 847 00:27:03,880 --> 00:27:07,679 Because of? Diminishing marginal 848 00:27:05,640 --> 00:27:10,400 utility. Exactly. Diminishing marginal 849 00:27:07,679 --> 00:27:12,840 utility has caused the marginal rate of 850 00:27:10,400 --> 00:27:13,960 substitution itself itself to diminish. 851 00:27:12,839 --> 00:27:15,720 For those of you who are really kind of 852 00:27:13,960 --> 00:27:17,960 better at math than I am, it turns out 853 00:27:15,720 --> 00:27:19,799 technically, mathematically, marginal 854 00:27:17,960 --> 00:27:22,000 utility isn't always diminishing. You 855 00:27:19,799 --> 00:27:23,279 can draw cases. MRS is always 856 00:27:22,000 --> 00:27:24,640 diminishing. 857 00:27:23,279 --> 00:27:25,678 So, you can think of marginal utility as 858 00:27:24,640 --> 00:27:27,040 always diminishing. It's fine for this 859 00:27:25,679 --> 00:27:28,080 class. When you get to higher level math 860 00:27:27,039 --> 00:27:30,200 and economics, you'll see marginal 861 00:27:28,079 --> 00:27:32,039 utility doesn't have to diminish. MRS 862 00:27:30,200 --> 00:27:35,000 has to diminish. 863 00:27:32,039 --> 00:27:36,519 Okay? MRS is always diminishing. 864 00:27:35,000 --> 00:27:40,200 As you go along the indifference curve, 865 00:27:36,519 --> 00:27:40,200 that slope is always falling. 866 00:27:40,319 --> 00:27:43,759 Okay? 867 00:27:41,679 --> 00:27:46,640 So, basically, 868 00:27:43,759 --> 00:27:48,559 what we can write now is how the MRS 869 00:27:46,640 --> 00:27:50,600 relates to utility function, 870 00:27:48,559 --> 00:27:53,720 our first sort of mind-blowing result, 871 00:27:50,599 --> 00:27:56,599 is that the MRS is equal to the negative 872 00:27:53,720 --> 00:27:59,519 of the marginal utility of cookies over 873 00:27:56,599 --> 00:28:02,119 the marginal utility of pizza. 874 00:27:59,519 --> 00:28:04,279 That's our first key definition. 875 00:28:02,119 --> 00:28:05,599 It's equal to the negative of the 876 00:28:04,279 --> 00:28:07,720 marginal utility of the good on the 877 00:28:05,599 --> 00:28:10,519 x-axis over the marginal utility of the 878 00:28:07,720 --> 00:28:13,079 good on the y-axis. 879 00:28:10,519 --> 00:28:16,240 Okay? Essentially, the marginal rate of 880 00:28:13,079 --> 00:28:19,039 substitution tells you how your relative 881 00:28:16,240 --> 00:28:22,039 marginal utilities evolve as you move 882 00:28:19,039 --> 00:28:25,720 down the indifference curve. 883 00:28:22,039 --> 00:28:28,599 When you start at point A, 884 00:28:25,720 --> 00:28:30,799 you have lots of pizza and not a lot of 885 00:28:28,599 --> 00:28:33,119 cookies. 886 00:28:30,799 --> 00:28:36,879 When you have lots of pizza, 887 00:28:33,119 --> 00:28:38,839 your marginal utility is small. 888 00:28:36,880 --> 00:28:40,560 Here's the key insight. This is the 889 00:28:38,839 --> 00:28:41,678 thing which, once again, it's a light 890 00:28:40,559 --> 00:28:43,799 bulb thing. If you get this, it'll make 891 00:28:41,679 --> 00:28:46,320 your life so much easier. Marginal 892 00:28:43,799 --> 00:28:47,759 utilities are negative functions of 893 00:28:46,319 --> 00:28:50,279 quantity. 894 00:28:47,759 --> 00:28:53,079 The more you have of a thing, the less 895 00:28:50,279 --> 00:28:54,879 you want the next unit of it. 896 00:28:53,079 --> 00:28:55,918 That's why, for example, cookies is now 897 00:28:54,880 --> 00:28:58,440 in the numerator and pizza is in the 898 00:28:55,919 --> 00:29:00,679 denominator, flipping from this side. 899 00:28:58,440 --> 00:29:02,120 Okay? The more you have a good, the less 900 00:29:00,679 --> 00:29:04,679 you want it. 901 00:29:02,119 --> 00:29:07,199 So, start at point A. You have lots of 902 00:29:04,679 --> 00:29:09,120 pizza and not a lot of cookies. 903 00:29:07,200 --> 00:29:10,640 You don't really want more pizza. You 904 00:29:09,119 --> 00:29:13,479 want more cookies. 905 00:29:10,640 --> 00:29:16,800 That means the denominator is small. 906 00:29:13,480 --> 00:29:18,319 The marginal utility of pizza is small. 907 00:29:16,799 --> 00:29:19,759 You don't really want it. 908 00:29:18,319 --> 00:29:21,559 But the marginal utility of cookies is 909 00:29:19,759 --> 00:29:24,279 high. You don't have many of them. So, 910 00:29:21,559 --> 00:29:26,720 this is a big number. 911 00:29:24,279 --> 00:29:28,599 Now, let's move to point B. 912 00:29:26,720 --> 00:29:30,240 And think about your next decision. 913 00:29:28,599 --> 00:29:33,119 Well, now 914 00:29:30,240 --> 00:29:34,200 your marginal utility of pizza, 915 00:29:33,119 --> 00:29:35,759 if you're going to go from two to one 916 00:29:34,200 --> 00:29:37,519 slice of pizza, now pizza is worth a lot 917 00:29:35,759 --> 00:29:38,879 more than cookies. So, now it gets 918 00:29:37,519 --> 00:29:40,960 smaller. 919 00:29:38,880 --> 00:29:43,080 So, essentially, as you move along that 920 00:29:40,960 --> 00:29:44,400 indifference curve, because of this you 921 00:29:43,079 --> 00:29:45,678 want because diminishing marginal 922 00:29:44,400 --> 00:29:47,519 utility, 923 00:29:45,679 --> 00:29:49,720 it leads this issue of a diminishing 924 00:29:47,519 --> 00:29:52,000 marginal rate of substitution. 925 00:29:49,720 --> 00:29:53,559 Okay? So, basically, as you move along 926 00:29:52,000 --> 00:29:55,640 the indifference curve, you're more and 927 00:29:53,559 --> 00:29:57,480 more willing to give up 928 00:29:55,640 --> 00:29:59,280 the good on the x-axis to get the good 929 00:29:57,480 --> 00:30:00,960 on the y-axis. As you move from the 930 00:29:59,279 --> 00:30:03,599 upper left to the lower right on that 931 00:30:00,960 --> 00:30:04,960 indifference map, figure 2.6, 932 00:30:03,599 --> 00:30:06,199 you're more you're more willing to give 933 00:30:04,960 --> 00:30:08,680 up 934 00:30:06,200 --> 00:30:11,000 the good on the on the x-axis to get the 935 00:30:08,680 --> 00:30:13,160 good on the y-axis. 936 00:30:11,000 --> 00:30:16,039 And what this implies is that 937 00:30:13,160 --> 00:30:17,759 indifference curves are con- 938 00:30:16,039 --> 00:30:21,119 indifference curves 939 00:30:17,759 --> 00:30:22,680 are uh convex to the origin. 940 00:30:21,119 --> 00:30:23,959 Indifference curves are convex to the 941 00:30:22,680 --> 00:30:26,720 origin. 942 00:30:23,960 --> 00:30:28,440 It's very important. Okay, the 943 00:30:26,720 --> 00:30:29,799 Let's see. The They are They are not 944 00:30:28,440 --> 00:30:31,240 concave. They're either convex or 945 00:30:29,799 --> 00:30:33,079 straight. Let's say they're They're not 946 00:30:31,240 --> 00:30:34,960 concave to the origin. 947 00:30:33,079 --> 00:30:36,159 Okay, to be technical. 948 00:30:34,960 --> 00:30:37,799 Indifference curves can be linear. We'll 949 00:30:36,160 --> 00:30:39,160 come to that. 950 00:30:37,799 --> 00:30:40,919 But they can't be concave to the origin. 951 00:30:39,160 --> 00:30:43,480 Why? Well, let's look at the next 952 00:30:40,920 --> 00:30:44,840 figure, the last figure, figure 2.7. 953 00:30:43,480 --> 00:30:47,640 What would happen if indifference curves 954 00:30:44,839 --> 00:30:51,879 were concave to the origin? 955 00:30:47,640 --> 00:30:54,280 Then that would say moving from 956 00:30:51,880 --> 00:30:55,920 one pizza, so now I've drawn a a concave 957 00:30:54,279 --> 00:30:57,440 indifference curve. And with this 958 00:30:55,920 --> 00:31:00,200 indifference curve, moving from point A 959 00:30:57,440 --> 00:31:02,920 to point B leaves you indifferent. 960 00:31:00,200 --> 00:31:04,720 So, you're happy to give up one slice of 961 00:31:02,920 --> 00:31:06,400 pizza to get one cookie. 962 00:31:04,720 --> 00:31:07,720 Starting with four slices of pizza and 963 00:31:06,400 --> 00:31:09,920 one cookie, 964 00:31:07,720 --> 00:31:12,480 you were happy to give up one slice of 965 00:31:09,920 --> 00:31:15,519 pizza to get one cookie. 966 00:31:12,480 --> 00:31:16,920 Now, starting from two and three, you're 967 00:31:15,519 --> 00:31:19,160 now willing to give up two slices of 968 00:31:16,920 --> 00:31:20,519 pizza to get one cookie. 969 00:31:19,160 --> 00:31:23,080 What does that violate? Why Why does 970 00:31:20,519 --> 00:31:25,000 that not make sense? Yeah. 971 00:31:23,079 --> 00:31:26,119 Law of diminishing marginal returns. 972 00:31:25,000 --> 00:31:28,799 Yeah, it's law of diminishing marginal 973 00:31:26,119 --> 00:31:30,319 utility. Here, you were you were you 974 00:31:28,799 --> 00:31:31,879 were only You were happy to have one 975 00:31:30,319 --> 00:31:32,799 slice of pizza to get one cookie. Now 976 00:31:31,880 --> 00:31:33,760 you were willing to have two slices of 977 00:31:32,799 --> 00:31:35,799 pizza to get one cookie, even though you 978 00:31:33,759 --> 00:31:37,720 have less pizza and more cookies. That 979 00:31:35,799 --> 00:31:40,200 can't be right. As you have less pizza 980 00:31:37,720 --> 00:31:42,480 and more cookies, cookies pizza should 981 00:31:40,200 --> 00:31:43,960 become more valuable, not less valuable. 982 00:31:42,480 --> 00:31:45,480 And cookies should become less valuable, 983 00:31:43,960 --> 00:31:47,559 not more valuable. 984 00:31:45,480 --> 00:31:49,519 So, a concave to the origin indifference 985 00:31:47,559 --> 00:31:50,519 curve would violate the principle of 986 00:31:49,519 --> 00:31:51,279 diminishing marginal utility and 987 00:31:50,519 --> 00:31:53,079 diminishing marginal rate of 988 00:31:51,279 --> 00:31:55,359 substitution. 989 00:31:53,079 --> 00:31:56,480 Okay? Yeah. What if it's like trading 990 00:31:55,359 --> 00:31:58,719 cards? 991 00:31:56,480 --> 00:32:00,000 Okay. I mean, theory and 992 00:31:58,720 --> 00:32:01,000 I mean, I think you get more of trading 993 00:32:00,000 --> 00:32:03,240 cards, 994 00:32:01,000 --> 00:32:04,079 you you you have fewer cards than you 995 00:32:03,240 --> 00:32:05,200 want to 996 00:32:04,079 --> 00:32:06,639 trade that. 997 00:32:05,200 --> 00:32:08,000 That's very interesting. So, in some 998 00:32:06,640 --> 00:32:10,160 sense, 999 00:32:08,000 --> 00:32:11,720 what that is saying is that your utility 1000 00:32:10,160 --> 00:32:12,720 function is really over sets. You're 1001 00:32:11,720 --> 00:32:15,319 saying your utility function is over 1002 00:32:12,720 --> 00:32:17,480 trading cards. It's over sets. 1003 00:32:15,319 --> 00:32:19,720 So, basically, that's what sort of you 1004 00:32:17,480 --> 00:32:22,039 know, what's sort of a bit 1005 00:32:19,720 --> 00:32:23,400 you know, our models are flexible. One 1006 00:32:22,039 --> 00:32:26,279 way to say they're loose, another way to 1007 00:32:23,400 --> 00:32:27,920 say they're flexible. So, one But one of 1008 00:32:26,279 --> 00:32:30,119 the challenges you'll face on this 1009 00:32:27,920 --> 00:32:31,480 course is thinking about what is 1010 00:32:30,119 --> 00:32:32,879 decision set over which I'm writing my 1011 00:32:31,480 --> 00:32:34,880 utility function. You're saying it's 1012 00:32:32,880 --> 00:32:36,440 sets, not trading cards. So, that's why 1013 00:32:34,880 --> 00:32:38,240 it happens. 1014 00:32:36,440 --> 00:32:39,759 Okay? Other questions? Good question. 1015 00:32:38,240 --> 00:32:41,599 Yeah, in the back. What about like 1016 00:32:39,759 --> 00:32:43,759 addictive things where like the more you 1017 00:32:41,599 --> 00:32:45,399 have of it, the more you want to buy? 1018 00:32:43,759 --> 00:32:46,920 Yeah, that's that's a really really good 1019 00:32:45,400 --> 00:32:48,759 question. I spent a lot of my research 1020 00:32:46,920 --> 00:32:50,640 life, actually. I do a lot of I did a 1021 00:32:48,759 --> 00:32:52,559 lot of research for a number of years on 1022 00:32:50,640 --> 00:32:54,800 thinking about how you properly model 1023 00:32:52,559 --> 00:32:56,759 addictive decisions like smoking. 1024 00:32:54,799 --> 00:32:59,960 Addictive decisions like smoking, 1025 00:32:56,759 --> 00:33:02,359 essentially, it really is that your 1026 00:32:59,960 --> 00:33:03,920 utility function itself shifts as you 1027 00:33:02,359 --> 00:33:06,519 get more addictive. 1028 00:33:03,920 --> 00:33:07,960 It's not that your marginal utility, the 1029 00:33:06,519 --> 00:33:09,720 next cigarette is still worth less than 1030 00:33:07,960 --> 00:33:10,799 the first cigarette. It's just that as 1031 00:33:09,720 --> 00:33:12,079 you get more addicted, that first 1032 00:33:10,799 --> 00:33:13,359 cigarette gets worth more and more to 1033 00:33:12,079 --> 00:33:14,678 you. 1034 00:33:13,359 --> 00:33:16,559 So, when you wake up in the morning 1035 00:33:14,679 --> 00:33:17,880 feeling crappy, that first cigarette 1036 00:33:16,559 --> 00:33:19,559 still does more for you than the second 1037 00:33:17,880 --> 00:33:21,600 cigarette. It's just the next day you 1038 00:33:19,559 --> 00:33:23,119 wake up feeling crappier. 1039 00:33:21,599 --> 00:33:26,559 Okay? So, we model addiction as 1040 00:33:23,119 --> 00:33:28,079 something where essentially each day 1041 00:33:26,559 --> 00:33:29,799 cigarettes do less and less for you. You 1042 00:33:28,079 --> 00:33:31,960 get essentially adjusted to new You get 1043 00:33:29,799 --> 00:33:33,119 habituated to higher levels. 1044 00:33:31,960 --> 00:33:34,400 And this is why, you know, I do a lot of 1045 00:33:33,119 --> 00:33:36,559 work, you know, this is why, 1046 00:33:34,400 --> 00:33:37,960 unfortunately, we saw last year the 1047 00:33:36,559 --> 00:33:39,440 number of the highest number of deaths 1048 00:33:37,960 --> 00:33:42,160 from accidental overdose in US history, 1049 00:33:39,440 --> 00:33:43,279 72,000 people died from drug overdoses 1050 00:33:42,160 --> 00:33:44,840 last year, more than ever died in 1051 00:33:43,279 --> 00:33:45,920 traffic accidents in our nation's 1052 00:33:44,839 --> 00:33:47,799 history. 1053 00:33:45,920 --> 00:33:49,400 Okay? Why? 1054 00:33:47,799 --> 00:33:51,119 Because people get habituated to certain 1055 00:33:49,400 --> 00:33:52,360 levels. And they used to be used to 1056 00:33:51,119 --> 00:33:54,119 certain levels. So, people get hooked on 1057 00:33:52,359 --> 00:33:55,479 OxyContin. 1058 00:33:54,119 --> 00:33:57,039 They get habituated to a certain level. 1059 00:33:55,480 --> 00:33:58,400 They maybe switch to heroin. And they're 1060 00:33:57,039 --> 00:33:59,960 habituated to a certain level. And now 1061 00:33:58,400 --> 00:34:01,720 there's this thing called fentanyl, 1062 00:33:59,960 --> 00:34:03,360 which is synthetic opioid brought over 1063 00:34:01,720 --> 00:34:05,519 from China, which is incredibly 1064 00:34:03,359 --> 00:34:07,799 powerful. And dealers are mixing the 1065 00:34:05,519 --> 00:34:09,878 fentanyl in with the heroin. 1066 00:34:07,799 --> 00:34:11,159 And the people shoot up not realizing at 1067 00:34:09,878 --> 00:34:12,279 their habituated level, not realizing 1068 00:34:11,159 --> 00:34:14,159 they have this dangerous substance, and 1069 00:34:12,280 --> 00:34:15,000 they overdose and die. 1070 00:34:14,159 --> 00:34:16,280 And that's because they've got 1071 00:34:15,000 --> 00:34:17,159 habituated to higher levels. They didn't 1072 00:34:16,280 --> 00:34:18,320 realize they're getting a different 1073 00:34:17,159 --> 00:34:19,760 product. So, it's not about not 1074 00:34:18,320 --> 00:34:22,399 diminishing marginal utility. It's about 1075 00:34:19,760 --> 00:34:23,560 different underlying different products. 1076 00:34:22,398 --> 00:34:25,599 All right? 1077 00:34:23,559 --> 00:34:27,279 Other questions? 1078 00:34:25,599 --> 00:34:28,319 Sorry for that depressing note, but it's 1079 00:34:27,280 --> 00:34:29,240 important to be thinking about That's 1080 00:34:28,320 --> 00:34:30,600 why, once again, we're the dismal 1081 00:34:29,239 --> 00:34:33,519 science. We have to think about these 1082 00:34:30,599 --> 00:34:34,918 things. Okay. Now, let's come to a great 1083 00:34:33,519 --> 00:34:36,519 example 1084 00:34:34,918 --> 00:34:37,759 that I hope you've wondered about, and 1085 00:34:36,519 --> 00:34:39,679 maybe you've already figured out in your 1086 00:34:37,760 --> 00:34:41,200 life. But I hope you've at least stopped 1087 00:34:39,679 --> 00:34:44,679 and wondered about, 1088 00:34:41,199 --> 00:34:45,878 which is the prices of different sizes 1089 00:34:44,679 --> 00:34:48,480 of goods 1090 00:34:45,878 --> 00:34:49,519 in a convenience store, say. 1091 00:34:48,480 --> 00:34:51,519 Okay? 1092 00:34:49,519 --> 00:34:53,440 Take Starbucks. 1093 00:34:51,519 --> 00:34:55,358 You can get a tall iced coffee for 1094 00:34:53,440 --> 00:34:56,679 $2.25. 1095 00:34:55,358 --> 00:35:00,119 Or the next size, whatever the hell they 1096 00:34:56,679 --> 00:35:03,000 call it, bigger. Okay? You can get for 1097 00:35:00,119 --> 00:35:05,279 70 more cents. So, $2.25 and you can 1098 00:35:03,000 --> 00:35:09,119 double it for 70 more cents. Or take 1099 00:35:05,280 --> 00:35:11,519 McDonald's. A small drink is $1.22 1100 00:35:09,119 --> 00:35:14,079 at the local McDonald's. But for 50 more 1101 00:35:11,519 --> 00:35:16,320 cents, you can double the size. 1102 00:35:14,079 --> 00:35:18,400 Okay? What's going on here? 1103 00:35:16,320 --> 00:35:19,640 It Why do they give you twice as much 1104 00:35:18,400 --> 00:35:20,800 liquid? 1105 00:35:19,639 --> 00:35:22,519 Or if you go for ice cream, it's the 1106 00:35:20,800 --> 00:35:25,080 same thing. Why do they give you twice 1107 00:35:22,519 --> 00:35:26,320 as much for much less than twice as much 1108 00:35:25,079 --> 00:35:27,679 money? 1109 00:35:26,320 --> 00:35:30,519 What's going on? Yeah. 1110 00:35:27,679 --> 00:35:33,079 Um since your marginal utility is is 1111 00:35:30,519 --> 00:35:34,880 diminishing as you have more coffee 1112 00:35:33,079 --> 00:35:37,799 available to you, you're willing to pay 1113 00:35:34,880 --> 00:35:39,599 less for it. So, they make like the 1114 00:35:37,800 --> 00:35:41,280 additional coffee cheaper. 1115 00:35:39,599 --> 00:35:43,079 Exactly. That's a great way to explain 1116 00:35:41,280 --> 00:35:45,080 it. The point is it's all about 1117 00:35:43,079 --> 00:35:47,119 diminishing marginal utility. 1118 00:35:45,079 --> 00:35:48,960 Okay? When you come in to McDonald's on 1119 00:35:47,119 --> 00:35:50,358 a hot day, you are desperate for that 1120 00:35:48,960 --> 00:35:51,400 soda. 1121 00:35:50,358 --> 00:35:52,960 But you're not as desperate to have 1122 00:35:51,400 --> 00:35:54,200 twice as much soda. You'd like it. 1123 00:35:52,960 --> 00:35:56,159 You're probably willing to pay more for 1124 00:35:54,199 --> 00:35:58,358 it. But you don't like it nearly as much 1125 00:35:56,159 --> 00:36:00,239 as that first bit of soda. 1126 00:35:58,358 --> 00:36:02,759 So, those prices simply reflect the 1127 00:36:00,239 --> 00:36:04,759 market's reaction to understanding 1128 00:36:02,760 --> 00:36:06,120 diminishing marginal utility. 1129 00:36:04,760 --> 00:36:07,760 Now, we haven't talked about the supply 1130 00:36:06,119 --> 00:36:09,000 side of the market yet. I'm not getting 1131 00:36:07,760 --> 00:36:11,080 to how providers make decisions. That's 1132 00:36:09,000 --> 00:36:12,719 a much deeper issue. I'm just saying 1133 00:36:11,079 --> 00:36:14,000 that this is diminishing marginal 1134 00:36:12,719 --> 00:36:17,239 utility in action, how it works in the 1135 00:36:14,000 --> 00:36:21,280 market. And that's why you see this. 1136 00:36:17,239 --> 00:36:23,559 Okay? So, basically, um what you see is 1137 00:36:21,280 --> 00:36:25,440 that uh that first bite of ice cream, 1138 00:36:23,559 --> 00:36:27,000 for example, is worth more, and that's 1139 00:36:25,440 --> 00:36:30,440 why the ice cream is twice as big 1140 00:36:27,000 --> 00:36:34,000 doesn't cost uh twice as much. 1141 00:36:30,440 --> 00:36:36,079 Now, so basically, what this means is if 1142 00:36:34,000 --> 00:36:37,480 you think about our demand and supply 1143 00:36:36,079 --> 00:36:40,358 model, 1144 00:36:37,480 --> 00:36:43,679 on a hot day, or any day, 1145 00:36:40,358 --> 00:36:46,239 the demand for the first 16 oz 1146 00:36:43,679 --> 00:36:48,559 is higher than the demand for the second 1147 00:36:46,239 --> 00:36:50,719 16 oz. 1148 00:36:48,559 --> 00:36:52,840 But the cost of producing 16 oz is the 1149 00:36:50,719 --> 00:36:54,358 same. So, let's think about this. It's 1150 00:36:52,840 --> 00:36:56,358 always risky when I try to draw a graph 1151 00:36:54,358 --> 00:36:57,759 on the board, but let's bear with me. 1152 00:36:56,358 --> 00:36:59,759 Okay? So, let's say we have this sort of 1153 00:36:57,760 --> 00:37:01,960 simple supply and demand model. 1154 00:36:59,760 --> 00:37:04,240 You have this You have this supply 1155 00:37:01,960 --> 00:37:06,679 function for soda. And let's assume it's 1156 00:37:04,239 --> 00:37:08,319 roughly flat. Okay, let's assume sort of 1157 00:37:06,679 --> 00:37:10,358 the cost of firm producing each, you 1158 00:37:08,320 --> 00:37:13,039 know, within some range, the firm 1159 00:37:10,358 --> 00:37:14,759 basically every incremental 16 oz costs 1160 00:37:13,039 --> 00:37:17,159 them the same. So, that's sort of their 1161 00:37:14,760 --> 00:37:18,800 supply curve. Okay? And then you have 1162 00:37:17,159 --> 00:37:20,599 some demand curve. 1163 00:37:18,800 --> 00:37:23,240 Okay? You have some demand curve, which 1164 00:37:20,599 --> 00:37:25,319 is downward sloping. Okay? And they set 1165 00:37:23,239 --> 00:37:27,358 some price. And this is the demand for 1166 00:37:25,320 --> 00:37:29,039 16 oz. 1167 00:37:27,358 --> 00:37:31,519 Now, you have What's the demand for the 1168 00:37:29,039 --> 00:37:32,880 next 16 oz? 1169 00:37:31,519 --> 00:37:34,280 Okay? 1170 00:37:32,880 --> 00:37:35,400 Yeah, this isn't going to work. 1171 00:37:34,280 --> 00:37:36,680 We have to have an upward sloping supply 1172 00:37:35,400 --> 00:37:38,800 curve. Sorry about that. We have a 1173 00:37:36,679 --> 00:37:40,839 slightly upward sloping supply curve. 1174 00:37:38,800 --> 00:37:42,560 Okay? Now we have the demand for the 1175 00:37:40,840 --> 00:37:46,519 next So, So, here's your Here's your 1176 00:37:42,559 --> 00:37:46,519 price. Here's your $1.22. 1177 00:37:46,559 --> 00:37:52,440 Okay? Now you say, "Well, what's my 1178 00:37:49,358 --> 00:37:53,759 demand when I sell 32 oz?" 1179 00:37:52,440 --> 00:37:55,200 Well, it turns out demand doesn't shift 1180 00:37:53,760 --> 00:37:56,920 out twice as much. It just shifts out a 1181 00:37:55,199 --> 00:38:00,119 little bit more. So, you can only charge 1182 00:37:56,920 --> 00:38:01,480 $1.72 for the next 16 oz. Probably, if 1183 00:38:00,119 --> 00:38:03,358 you want to go to the big If you go to 1184 00:38:01,480 --> 00:38:05,559 the 7-Eleven where you can get sizes up 1185 00:38:03,358 --> 00:38:07,840 to, you know, as big as your house, 1186 00:38:05,559 --> 00:38:09,679 okay? They keep These curves keep 1187 00:38:07,840 --> 00:38:11,079 getting closer and closer to each other. 1188 00:38:09,679 --> 00:38:12,759 So, those price increments get smaller 1189 00:38:11,079 --> 00:38:14,719 and smaller. And that's why you get the 1190 00:38:12,760 --> 00:38:16,080 monster, you know, ginormous gulp at 1191 00:38:14,719 --> 00:38:18,599 7-Eleven 1192 00:38:16,079 --> 00:38:20,000 is really just not that not that 1193 00:38:18,599 --> 00:38:21,880 different from the price of getting the 1194 00:38:20,000 --> 00:38:23,480 small little mini size. 1195 00:38:21,880 --> 00:38:24,880 Okay? Because of diminishing marginal 1196 00:38:23,480 --> 00:38:27,079 utility. 1197 00:38:24,880 --> 00:38:29,840 All right? And so, that's how the market 1198 00:38:27,079 --> 00:38:32,480 That's essentially how we can take this 1199 00:38:29,840 --> 00:38:34,400 abstract concept, this sort of crazy 1200 00:38:32,480 --> 00:38:36,559 math, and turn it into literally what 1201 00:38:34,400 --> 00:38:38,760 you see in the store you walk into. 1202 00:38:36,559 --> 00:38:39,719 Okay? Questions about that? 1203 00:38:38,760 --> 00:38:41,600 Yeah. 1204 00:38:39,719 --> 00:38:44,000 Um so, how does 1205 00:38:41,599 --> 00:38:45,759 this play into buying in bulk versus 1206 00:38:44,000 --> 00:38:48,039 buying like a single item? 1207 00:38:45,760 --> 00:38:49,359 Like if, for example, like you wanted to 1208 00:38:48,039 --> 00:38:51,320 buy a snack, but you were going to have 1209 00:38:49,358 --> 00:38:52,960 the breakfast every day. Awesome. 1210 00:38:51,320 --> 00:38:54,359 Awesome question. And then every single 1211 00:38:52,960 --> 00:38:57,960 day it was going to be your first 1212 00:38:54,358 --> 00:39:00,159 granola bar, right? So, so it I I think 1213 00:38:57,960 --> 00:39:02,199 that its utility would be diminished 1214 00:39:00,159 --> 00:39:04,079 like every single time. But it's still 1215 00:39:02,199 --> 00:39:06,358 cheaper to buy in bulk than it would be 1216 00:39:04,079 --> 00:39:08,319 to buy a single granola bar every Great 1217 00:39:06,358 --> 00:39:10,199 great question. Yeah. I think that has 1218 00:39:08,320 --> 00:39:11,720 more to do with packaging costs than 1219 00:39:10,199 --> 00:39:13,159 with utility. 1220 00:39:11,719 --> 00:39:15,079 Well, I mean, 1221 00:39:13,159 --> 00:39:16,519 the risk of my going to this model is, 1222 00:39:15,079 --> 00:39:17,639 you know, once we once we get non-linear 1223 00:39:16,519 --> 00:39:18,599 in the world we do things in this class, 1224 00:39:17,639 --> 00:39:20,239 we have to start talking about supply 1225 00:39:18,599 --> 00:39:21,880 factors I want to talk to. But there's 1226 00:39:20,239 --> 00:39:24,639 two answers. One is packaging 1227 00:39:21,880 --> 00:39:27,119 efficiencies. But the other is if you 1228 00:39:24,639 --> 00:39:28,879 actually go to Costco 1229 00:39:27,119 --> 00:39:29,920 and look at their prices, for many 1230 00:39:28,880 --> 00:39:31,519 things they're not actually better than 1231 00:39:29,920 --> 00:39:33,440 the supermarket. 1232 00:39:31,519 --> 00:39:36,358 So, actually, the price of buying the 1233 00:39:33,440 --> 00:39:40,079 giant like 8,000 bars of granola 1234 00:39:36,358 --> 00:39:41,799 is actually not that much more 1235 00:39:40,079 --> 00:39:43,519 than not that much less than a thousand 1236 00:39:41,800 --> 00:39:44,519 time buying eight pack of eight granola 1237 00:39:43,519 --> 00:39:46,199 bars. 1238 00:39:44,519 --> 00:39:47,599 It turns out it's less. 1239 00:39:46,199 --> 00:39:49,679 But it's not nearly as much less as 1240 00:39:47,599 --> 00:39:51,920 these examples as sodas and McDonald's. 1241 00:39:49,679 --> 00:39:53,839 Which is exactly your point. Utility 1242 00:39:51,920 --> 00:39:55,920 diminishes less. 1243 00:39:53,840 --> 00:39:57,840 So, they don't want to charge as much 1244 00:39:55,920 --> 00:39:59,440 less for multiple packages. 1245 00:39:57,840 --> 00:40:01,120 So, you can actually if you compare 1246 00:39:59,440 --> 00:40:03,800 perish the gap in perishable product 1247 00:40:01,119 --> 00:40:05,239 pricing by size, it's much larger than 1248 00:40:03,800 --> 00:40:07,600 the gap in non-perishable pricing by 1249 00:40:05,239 --> 00:40:09,639 size. Great point. Yeah. Is there also 1250 00:40:07,599 --> 00:40:11,400 just like a different time frame for 1251 00:40:09,639 --> 00:40:13,279 which the utilities start diminishing 1252 00:40:11,400 --> 00:40:15,360 for every product? Cuz like you gave the 1253 00:40:13,280 --> 00:40:17,120 example of soda, but it's like would 1254 00:40:15,360 --> 00:40:19,120 that reset like later in the day if you 1255 00:40:17,119 --> 00:40:20,719 wanted like were thirsty then? Or 1256 00:40:19,119 --> 00:40:22,039 Awesome. And that is why they don't let 1257 00:40:20,719 --> 00:40:23,439 you walk back in with the same cup and 1258 00:40:22,039 --> 00:40:25,239 refill it. 1259 00:40:23,440 --> 00:40:27,119 Right? That's exactly right. And that 1260 00:40:25,239 --> 00:40:29,919 comes this point. It's sort of like it's 1261 00:40:27,119 --> 00:40:32,799 non-perishable as you get longer apart. 1262 00:40:29,920 --> 00:40:34,639 Uh so, um but you know, it's all this 1263 00:40:32,800 --> 00:40:37,519 really interesting thing. So, at Fenway, 1264 00:40:34,639 --> 00:40:39,359 okay? You can get You get like a regular 1265 00:40:37,519 --> 00:40:40,800 size soda. It's like crazy. It's like 1266 00:40:39,360 --> 00:40:42,920 six bucks. 1267 00:40:40,800 --> 00:40:44,760 Then for like eight bucks, you get a big 1268 00:40:42,920 --> 00:40:48,079 soda. Then for 10 bucks, you get a 1269 00:40:44,760 --> 00:40:49,040 refillable big soda. Okay? Now, the 1270 00:40:48,079 --> 00:40:50,400 question is can you bring that 1271 00:40:49,039 --> 00:40:51,559 refillable soda back to additional 1272 00:40:50,400 --> 00:40:54,800 games? 1273 00:40:51,559 --> 00:40:57,880 Technically not, but I do. 1274 00:40:54,800 --> 00:40:59,160 Uh and um and basically they sort of 1275 00:40:57,880 --> 00:41:00,119 understand. So, so there's an 1276 00:40:59,159 --> 00:41:02,199 interesting question of sort of the 1277 00:41:00,119 --> 00:41:04,079 perishability of things and how that's 1278 00:41:02,199 --> 00:41:05,480 and how that's going to affect uh things 1279 00:41:04,079 --> 00:41:07,239 going on. It's a really it's it's a 1280 00:41:05,480 --> 00:41:08,719 really it's an interesting question. 1281 00:41:07,239 --> 00:41:10,119 Other comments? 1282 00:41:08,719 --> 00:41:11,399 Okay, I'm going to stop there. Those are 1283 00:41:10,119 --> 00:41:13,359 great comments. Thanks everyone for 1284 00:41:11,400 --> 00:41:14,960 participating and we'll come back next 1285 00:41:13,360 --> 00:41:16,480 time and talk about the sad reality that 1286 00:41:14,960 --> 00:41:19,360 we haven't won the lottery and we have 1287 00:41:16,480 --> 00:41:19,360 limited amounts of money.