Claude Opus 5.5 High attempt on Econ-379
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Present bias and aggregate saving under borrowing constraints: an exact finite-horizon result and general-equilibrium comparative statics
Abstract
(i) In a three-period deterministic model with CRRA utility and sophisticated quasi-hyperbolic agents, we prove that present bias lowers saving at every date, for every relative risk aversion $\rho>0$. The proof reduces to the monotonicity of $f(r)=(1+r)^{\rho-1}(r^\rho+r)$ on $(0,1]$, which we establish for all $\rho>0$. (ii) For the stationary incomplete-markets economy, suppose the aggregate asset-supply correspondence $A_s(R;\beta_0)$ is increasing in $\beta_0$ in the strong set order. Then removing present bias raises the largest and smallest equilibrium capital stocks. This holds even though the interest rate falls. (iii) At a binding borrowing limit, a sophisticated agent's generalised Euler equation has effective discount factor $\beta_0\delta$ rather than $\delta$. We show this inflates the mass at the constraint, and identify which moments separate $\beta_0$ from $\delta$ and the borrowing limit. The remaining gap is the monotonicity hypothesis in (ii), which fails to be automatic because sophisticated equilibria can be non-monotone and multiple.1. An exact result
Let $u(c)=c^{1-\rho}/(1-\rho)$, with $R=\delta=1$, three periods, wealth $W_1$, and no income after period 1. Self 3 consumes its wealth. Self 2 maximises $u(c_2)+\beta u(W_2-c_2)$, so with $r:=\beta^{1/\rho}$ it chooses $c_3/c_2=r$, i.e. $c_2=W_2/(1+r)$. Self 1 maximises $u(c_1)+\beta[u(c_2)+u(c_3)]$, anticipating this.Theorem: Self 1 chooses $W_2/c_1=f(r)^{1/\rho}$ with $f(r)=(1+r)^{\rho-1}(r^\rho+r)$. Self 2 chooses $c_3/c_2=r$. Both ratios are strictly increasing in $\beta\in(0,1]$ for every $\rho>0$. Hence present bias ($\beta<1$) strictly lowers wealth carried into periods 2 and 3, relative to $\beta=1$.
Proof: With $c_2=W_2/(1+r)$ and $c_3=rW_2/(1+r)$, self 1's continuation value is $\beta K\,u(W_2)$ with $K=(1+r)^{\rho-1}(1+r^{1-\rho})$. The first-order condition gives $(W_2/c_1)^\rho=\beta K=r^\rho K=f(r)$. Now \[
\frac{d}{dr}\log f=\frac{\rho-1}{1+r}+\frac{\rho r^{\rho-1}+1}{r^\rho+r}.
\] After multiplying by $(1+r)(r^\rho+r)>0$, its sign is that of $N(r)=(2\rho-1)r^\rho+\rho r+\rho r^{\rho-1}+1$. If $\rho\ge1/2$, every term is nonnegative and $N>0$. If $\rho<1/2$, then $r^\rho\le1$ on $(0,1]$, so $N\ge-(1-2\rho)+1+\rho r+\rho r^{\rho-1}>0$. Since $r=\beta^{1/\rho}$ is increasing in $\beta$, the claim follows. ∎
A numerical check over $\rho\in[0.02,30]$ on a fine grid confirms the monotonicity. For $\rho>1$, sophistication makes self 1 anticipate over-consumption by self 2, which could in principle raise self-1 saving. The theorem shows that this "strategic saving" never dominates in this model.2. Stationary general equilibrium
Consider an Aiyagari economy with an idiosyncratic income Markov chain, borrowing limit $\underline a$, and either sophisticated agents in the Markov-perfect intra-personal equilibrium selected by a stated rule, or naive agents. The capital demand $K_d(R)$ is decreasing. Let $A_s(R;\beta_0)$ be the set of aggregate assets at stationary distributions.Proposition: Suppose $A_s(R;\beta_0)$ is nonempty and compact-valued, ascending in $(R,\beta_0)$ in the strong set order, and upper-hemicontinuous. Then the largest and smallest equilibrium capital stocks are nondecreasing in $\beta_0$. In particular, $\Delta A\ge0$ for the extremal equilibria when $\beta_0$ is raised to $1$, with other type components and correlations held fixed.
Proof: Equilibrium is a fixed point of $K\mapsto A_s(R(K);\beta_0)$ with $R(K)=K_d^{-1}(K)$ decreasing. Reparametrise by $R$: equilibria solve $K_d(R)\in A_s(R;\beta_0)$. The excess-supply correspondence $A_s(R;\beta_0)-K_d(R)$ is ascending in $(R,\beta_0)$. The monotone comparative statics of extremal zeros [mr] imply that the extremal equilibrium rates are nonincreasing in $\beta_0$. Then $K=K_d(R)$ is nondecreasing. ∎
Remark (Why the hypothesis is the crux): For naive agents with CRRA, and for time-consistent agents, policy functions are monotone in patience under standard conditions, and the hypothesis is plausible. For sophisticated agents, Markov-perfect consumption functions can be discontinuous and non-monotone, and equilibria multiple. Theorem Theorem shows monotonicity in a finite-horizon deterministic case. Extending it to the stationary stochastic case with a binding limit is the open step.
3. Borrowing constraints and identification
The generalised Euler equation of a sophisticated agent [hl] is $u'(c_t)\ge R\delta\,\mathbb E_t\left[(\beta_0\,\mathrm{MPC}_{t+1}+1-\mathrm{MPC}_{t+1})u'(c_{t+1})\right]$, with equality off the constraint. At $\mathrm{MPC}_{t+1}=1$, as at a binding constraint next period, the effective factor is $\beta_0\delta$.Proposition: In stationary data on consumption, assets and MPCs, $(\beta_0,\delta)$ enter the Euler equation through $\delta[1-(1-\beta_0)\mathrm{MPC}_{t+1}]$. They are therefore separately identified iff next-period MPCs vary across observations whose Euler residuals are informative, i.e. unconstrained today. Mass at the constraint alone identifies only the combination, given $\underline a$.
Proof: The Euler moment is linear in $\delta$ and in $\delta(1-\beta_0)$, with regressors $\mathbb E_t[u'(c_{t+1})]$ and $\mathbb E_t[\mathrm{MPC}_{t+1}u'(c_{t+1})]$. These need to be linearly independent. ∎
So micro MPC heterogeneity, for example from lottery or rebate experiments, combined with consumption Euler moments, identifies present bias. The equilibrium comparison $\Delta A$ then follows if the hypothesis of Proposition Proposition holds [moll].Completion Estimate
40%This is a post hoc, heuristic estimate for the full catalogue target. A sophisticated three-period consumption model proves saving monotonicity, and stationary capital comparisons are derived conditional on an ascending asset-supply correspondence. That central correspondence assumption, stationary equilibrium selection and identification under binding stochastic borrowing limits remain unproved for the catalogue economy.
References
- [moll] B. Moll, Lecture 11: Good research topics and open questions, PDF p. 6. https://benjaminmoll.com/wp-content/uploads/2019/07/Lecture11_2149.pdf.
- [hl] C. Harris, D. Laibson, Dynamic choices of hyperbolic consumers, Econometrica 69 (2001), 935--957.
- [mr] P. Milgrom, J. Roberts, Comparing equilibria, AER 84 (1994), 441--459.