Choice Under Certainty — The Standard Model

Consumer Choice

The Standard Model

Consider a set $X$ of alternatives. Think primarily of $X$ as the set of possible baskets of consumption goods/services, $x=(x_1,x_2,\dots,x_n)$ in $X$ is a basket that contains $x_1$ units of good 1, $x_2$ units of good 2, ..., $x_n$ units of good $n$.

The standard model assumes that any individual is able to compare and rank the elements of $X$. Fix some individual $i$.

Individual Preference Relations

We write $\mathbf{x} \succeq_i \mathbf{y}$ to say that individual $i$ considers the basket $\mathbf{x}$ at least as good as basket $\mathbf{y}$.

And $\mathbf{x} \succ_i \mathbf{y}$ means that individual $i$ considers the basket $\mathbf{x}$ strictly better than the basket $\mathbf{y}$.

We call the ranking $\succ_i$ individual $i$'s preferences.

Preferences

The Standard Assumptions

Given a choice set $X$ and individual $i$ with preferences $\succeq$ we shall assume:

Assumptions on Preferences

Remarks

  1. When $\mathbf{a}\succeq \mathbf{b}$ and $\mathbf{b}\succeq \mathbf{a}$, we say that the individual is indifferent between the baskets $\mathbf{a}$ and $\mathbf{b}$ and we write $\mathbf{a}\sim \mathbf{b}$.
  2. It is (implicitly) assumed that an individual's preferences are exogenous and stable: they are given and remain the same (at least for the period of our analysis).
  3. Also, it is (implicitly) assumed that preferences are invariant with respect to different representations. That is, if $(x,y)$ and $(x,y)$ are different representations of the same basket, then $(x,y)$ $\sim$ $(x,y)$.
  4. But the standard model does not assume one is conscious of one's own preferences. If an individual chooses basket $\mathbf{a}$ over basket $\mathbf{b}$, we will say that he/she reveals to prefer the basket $\mathbf{a}$ over the basket $\mathbf{b}$, $\mathbf{a}\succeq \mathbf{b}$.

Economic Rationality

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Definition: Economic Rationality
We say an individual is rational (in the economic sense) if and only if the preferences of the individual satisfy: ability to rank; coherence; and more is better.

Notice that we DO NOT require that:

  1. One is self-aware of the reasons for the choices taken.
  2. One is a human being — animals, algorithms, and institutions can be rational too.
  3. One abstains from choices that are harmful to oneself.
  4. One is selfish.

Pitfalls of Our Textbook

  1. Strawman argument. The “traditional” model (XIX–early XX century economics) of a selfish, rational, economic man is NOT standard economic theory.
  2. Fallacy of composition. “Second, economic man is selfish, but even in traditional economics there are cases of a parent having altruistic feelings toward a child. In this situation we consider the decision maker as maximizing with respect to themselves and their descendants as a single unit, preserving the postulation of selfish man.”
  3. Definition by contrast. Rationality’s broad meanings are stated—(1) means–end coherence, and (2) the ends themselves withstand scrutiny—but “economic rationality” is defined by contrast against a standard never stated.

Limitations of the Standard Model

  1. Completeness rules out incomplete preferences.
    (being unable to judge is not possible).
  2. Invariance rules out framing effects.
  3. Stability rules out reference dependent preferences.

Utility Functions

Representation Theorems

  1. If the set of all available baskets is finite and preferences satisfy: ability to rank and coherence then there is a utility representation.
  2. If the set of all available baskets is convex (i.e., any basket on the line connecting two available baskets is also available) and preferences satisfy: ability to rank, coherence, more is better and continuity then there is an utility representation.

Extracting (an) Utility From the Preferences

A Recipe

  1. For any basket in the diagonal $(x,x)$ its utility is equal to $u(x,x)=x$.
  2. For any other basket $c$, find a basket in the diagonal $d$ such that $c\sim d$ and set $u(c)=u(d)$.
Indifference diagram: diagonal u(x,x)=x with baskets c and d

What means for an economic agent to be rational?

  • An economic agent is rational if her choices can be explained by (are compatible with) preferences that satisfy:
    1. ability to rank;
    2. coherence;
    3. more is better.
  • Moreover, if rational preferences are continuous, then they admit a utility representation.
  • However, in ordinary language we separate wanting from choosing. We say “I wanted to go to the gym but I went to the bar.” Economics does not allow this.
  • In sum, for economics, preferences and choices are the same kind of statement.

Revealed Preferences

Data

We want to test whether a consumer's choices are rational. So we consider a sequence of prices and choices $(\mathbf{p}^t, \mathbf{x}^t)$, $t=1,\ldots,T$ that the consumer made over time.

Notice that $\mathbf{p}^t$ is a list of prices prevailing at time $t$. For example, in the case of two goods, X and Y: $\mathbf{p}^t=(p^t_{x},p^t_{y})$ and $\mathbf{x}^t=(x^{t},y^{t})$ is the basket chosen by the consumer at period $t$.

To save notation, we write $\mathbf{p}^t\cdot \mathbf{x}^t$ for the value of the basket under the prices, so $\mathbf{p}^t\cdot \mathbf{x}^t=p^t_{x}x^{t}+p^t_{y}y^{t}$.

Revealed Preferences

Definitions

Consider a sequence of prices and choices $(\mathbf{p}^t, \mathbf{x}^t)$, $t=1,\ldots,T$.

Definition (Direct Revelation)
If $\mathbf{p}^t \cdot \mathbf{x}^s \le \mathbf{p}^t \cdot \mathbf{x}^t$ then $\mathbf{x}^t$ is directly revealed to be preferred to $\mathbf{x}^s$. We write this as $\mathbf{x}^t \succeq_{DR} \mathbf{x}^s$.
Definition (Strict Direct Revelation)
If $\mathbf{p}^t \cdot \mathbf{x}^s \lt \mathbf{p}^t \cdot \mathbf{x}^t$ then $\mathbf{x}^t$ is strictly directly revealed to be preferred to $\mathbf{x}^s$. We write this as $\mathbf{x}^t \succ_{SDR} \mathbf{x}^s$.
Definition (Indirect Revelation)
If $\mathbf{x}_{k} \succeq_{DR} \mathbf{x}_{k+1}$ for $k=0,1,2,\ldots,K-1$, we say that $\mathbf{x}_0$ is indirectly revealed to be preferred to $\mathbf{x}_K$. We write this as $\mathbf{x}_0\succeq_{IR} \mathbf{x}_K$.

Revealed Preferences

GARP

Consider a sequence of prices and choices $(\mathbf{p}^t, \mathbf{x}^t)$, $t=1,\ldots,T$.

If $\mathbf{x} \succeq_{DR} \mathbf{y}$ or $\mathbf{x} \succeq_{IR} \mathbf{y}$ we say that $\mathbf{x}$ is revealed to be preferred to $\mathbf{y}$ and write $\mathbf{x} \succeq_R \mathbf{y}$.

GARP (Generalized Axiom of Revealed Preference)
If $\mathbf{x} \succeq_R \mathbf{y}$ then it is NOT the case that $\mathbf{y} \succ_{SDR} \mathbf{x}$.

Main results:

  1. If GARP is satisfied for all the choices in the data then there is a preference that satisfies all the standard assumptions (ability to rank, coherence, more is better and continuity) and that also generates these choices.
  2. If GARP is violated, there are no rational preferences that can rationalize the data.

Revealed Preferences

Example 1 — GARP not violated

Three budget lines with chosen baskets a, b, c; GARP not violated

Revealed Preferences

Example 2 — GARP violated

Three budget lines with chosen baskets a, b, c; GARP violated

In this other example, GARP is violated. Can you explain why?

Behavioral Rules

Assume two goods (X and Y) for simplicity and imagine that instead of maximizing some utility, the consumer chooses her optimal basket according to one of the behavioral rules below — we are assuming our consumer follows just one of the rules. We cannot dismiss the consumer as being irrational because perhaps the behavioral rule can be generated by rational preferences.

  1. Spend 30% of income on good X and 70% of income on good Y.
  2. Spend 20% of income on the cheapest good and 80% on the more expensive good.
  3. Spend 90% of income on the cheapest good and 10% on the more expensive good.

Two Distinct Benchmarks for Evaluating Economic Theory

  1. Descriptive: what people do...
  2. Normative: what people should do...
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