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MATCHING UP THE DATA ON EDUCATION WITH ... - Ivie

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function f (l h (t)) simply states that productivity from education depents on time in schooling.<br />

Consistent with our analysis, we show later on that by reinterpreting l h as the fraction of an<br />

agents’ “productive life” spent in school, it becomes a positive function of the average educational<br />

attainment level S, i.e.l h = g(S). 5 Let β denote the return to schooling estimated in a Mincerian<br />

wage regression: an additional year of schooling raises a worker’ efficiency by β × 100 percent. It<br />

is then easy to show that the Mincerian coefficient is 6<br />

β = f (l h )g (S). (3)<br />

2.2 Social planner’s problem<br />

Let lower case letters indicate variables normalized by the size of labor. Also, let c denote per capita<br />

consumption. A central planner would choose the sequence {k (t) ,c(t) ,l h (t)} ∞ t=0<br />

to maximize the<br />

lifetime utility of the representative consumer subject to the feasibility constraints of the economy.<br />

The problem is stated as follows:<br />

max<br />

{k,c,l h }<br />

∞<br />

0<br />

e −ρt c(t)1−θ − 1<br />

1 − θ<br />

dt, 0 < ρ < 1, θ > 0; (4)<br />

subject to,<br />

y = k 1−α Ae f(l h) (1 − l h ) α<br />

(5)<br />

˙k = y − c − (n + δ) k (6)<br />

˙L = nL (7)<br />

Ȧ = Ag A (8)<br />

L 0 ,K 0 ,A 0<br />

given;<br />

where, ρ is the discount factor; θ is the inverse of the intertemporal elasticity of substitution;<br />

δ is the depreciation rate of capital; n and g A are the exogenously growing rates of labor and<br />

technogy, respectively; and L 0 ,K 0 ,A 0 are the initial levels of labor, physical capital and technology,<br />

respectively. Equation (6) is the standard law of motion of the stock of per capita physical capital,<br />

as well as a feasibility constraint.<br />

The first order conditions (FOCs) for the interior solution obtain the optimal share of time<br />

allocated to education as<br />

lh ∗ = 1− 1<br />

f lh<br />

∗ , if f (lh) ∗ > 1<br />

= 0, otherwise; (9)<br />

(1999), just to name a few. Empirical investigation of the effects of human capital on economic growth based on the<br />

“Macro-Mincer” earnings equation is carried out by Krueger and Lindahl (1999) and Temple (2001).<br />

5 Hereafter, we assume that educational attainment takes the form of formal schooling.<br />

6 The term e f(l h(t)) of equation (2) now takes the form e f(g(S)) ,whereS is educational attainment as measured<br />

by average years of education. The Mincerian coefficient β is the first derivative of f(g(S)) with respect to S, hence<br />

β = f (g(S))g (S) =f (l h )g (S).<br />

5

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