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Head Start and the Distribution of Long-Term Education and Labor Market Outcomes

Journal of Labor Economics 2020 38(3), 727-765 open access
We investigate the effect of Head Start on education and wage income for individuals in their 30s in the NLSY79. We contribute to the existing literature by examining effects across outcome distributions, using an approach that relies on two weak stochastic dominance assumptions that can be checked using pre–Head Start cohorts. We find that Head Start has positive and statistically significant effects on years of education and wage income. We also uncover important heterogeneity in the program’s effectiveness; the effects are concentrated at the lower end of the distribution, and the effects are strongest for women, blacks, and Hispanics.

Firm-Specific Human Capital as a Shared Investment: Comment

American Economic Review 2001 91(1), 342-347
Employment relationships typically involve the division of surplus. Surplus can be the result of a good match, a monopoly rent, or a quasirent that arises because of a specific investment. The division of this surplus is of economic interest as it is a determinant of turnover, investment, and wages. Gary S. Becker (1962) argued, in the context of specific human-capital investments, that the incumbent employee and firm will share the surplus. This notion was formalized in a prototypical model of surplus sharing as first proposed by Masanori Hashimoto (1981). The model has been studied extensively, among others by H. Lorne Carmichael (1983), Robert E. Hall and Edward P. Lazear (1984), and Donald O. Parsons (1986), while Elizabeth Becker and Cotton M. Lindsay (1994) provide an empirical application. The key feature of the model is the existence of transaction costs. Both the employee and the firm have (ex ante uncertain) private information on which they cannot write a contingent contract. This makes that they write a nonrenegotiable contract that specifies a fixed wage. After this, the firm learns the value of the employee’s marginal product whereas the employee learns the value of his outside option. Both parties then decide unilaterally whether to separate or not and inefficient separations may occur. The wage is set in such a way as to maximize the expected total surplus. The present analysis will consider the role of uncertainty in this model. This has not been done before in a rigorous way. Hashimoto considered only degenerate cases. His analysis suggests that the wage will be low when the uncertainty of the market conditions is small, and high when the uncertainty of the conditions inside the firm is small. Parsons (1986) makes a claim that this is actually the case without deriving the result. This paper shows that the comparative statics are ambiguous and may well be the opposite of those suggested by Hashimoto and claimed by Parsons. It also provides the intuition that is behind this result, namely that uncertainty not only influences turnover but also the option value of the match and its opportunity cost. Section I, briefly summarizes Hashimoto’s model and shows that without further assumptions the comparative statics are ambiguous. Section II derives an explicit solution of the wage. Section III briefly considers alternative wage-setting schemes and Section IV concludes.

Ability Peer Effects in University: Evidence from a Randomized Experiment

Review of Economic Studies 2016 84(2), rdw045 open access
This article estimates peer effects originating from the ability composition of tutorial groups for undergraduate students in economics. We manipulated the composition of groups to achieve a wide range of support, and assigned students—conditional on their prior ability—randomly to these groups. The data support a specification in which the impact of group composition on achievement is captured by the mean and standard deviation of peers’ prior ability, their interaction, and interactions with students’ own prior ability. When we assess the aggregate implications of these peer effects regressions for group assignment, we find that low- and medium-ability students gain on an average 0.19 SD units of achievement by switching from ability mixing to three-way tracking. Their dropout rate is reduced by 12 percentage points (relative to a mean of 0.6). High-ability students are unaffected. Analysis of survey data indicates that in tracked groups, low-ability students have more positive interactions with other students, and are more involved. We find no evidence that teachers adjust their teaching to the composition of groups.

Field of Study, Earnings, and Self-Selection*

Quarterly Journal of Economics 2016 131(3), 1057-1111 open access
This article examines the labor market payoffs to different types of postsecondary education, including field and institution of study. Instrumental variables (IV) estimation of the payoff to choosing one type of education compared to another is made particularly challenging by individuals choosing between several types of education. Not only does identification require one instrument per alternative, but it is also necessary to deal with the issue that individuals who choose the same education may have different next-best alternatives. We address these difficulties using rich administrative data for Norway’s postsecondary education system. A centralized admission process creates credible instruments from discontinuities that effectively randomize applicants near unpredictable admission cutoffs into different institutions and fields of study. The admission process also provides information on preferred and next-best alternatives from strategy-proof measures of individuals’ ranking of institutions and fields. The results from our IV approach may be summarized with three broad conclusions. First, different fields of study have substantially different labor market payoffs, even after accounting for institution and peer quality. Second, the effect on earnings from attending a more selective institution tends to be relatively small compared to payoffs to field of study. Third, the estimated payoffs to field of study are consistent with individuals choosing fields in which they have a comparative advantage. Comparing our estimates to those obtained from other approaches highlights the importance of using instruments to correct for selection bias and information on individuals’ ranking of institutions and fields to measure their preferred and next-best alternatives.

The Effect of Extra Funding for Disadvantaged Pupils on Achievement

The Review of Economics and Statistics 2007 89(4), 721-736 open access
This paper evaluates the effects of two subsidies targeted at schools with large proportions of disadvantaged pupils. The first scheme gives primary schools with at least 70% disadvantaged minority pupils extra funding for personnel. The second scheme gives primary schools with at least 70% pupils from any disadvantaged group extra funding for computers and software. The cutoffs provide a regression discontinuity design that we exploit in a local difference-in-differences framework. For both subsidies we find negative point estimates, which are for some outcomes significantly different from 0. Extra funding for computers and software seems especially detrimental for girls' achievement. The negative effects of extra funding for computers and software are consistent with results from other recent studies casting doubt on the efficacy of computers in schools.