Literature DB >> 25110355

Estimating Marginal Returns to Education.

Pedro Carneiro1, James J Heckman2, Edward Vytlacil3.   

Abstract

This paper estimates marginal returns to college for individuals induced to enroll in college by different marginal policy changes. The recent instrumental variables literature seeks to estimate this parameter, but in general it does so only under strong assumptions that are tested and found wanting. We show how to utilize economic theory and local instrumental variables estimators to estimate the effect of marginal policy changes. Our empirical analysis shows that returns are higher for individuals with values of unobservables that make them more likely to attend college. We contrast our estimates with IV estimates of the return to schooling.

Entities:  

Keywords:  Average Return; Marginal Return; Marginal Treatment Effect; Returns to Schooling

Year:  2011        PMID: 25110355      PMCID: PMC4126808          DOI: 10.1257/aer.101.6.2754

Source DB:  PubMed          Journal:  Am Econ Rev        ISSN: 0002-8282


  5 in total

1.  Local instrumental variables and latent variable models for identifying and bounding treatment effects.

Authors:  J J Heckman; E J Vytlacil
Journal:  Proc Natl Acad Sci U S A       Date:  1999-04-13       Impact factor: 11.205

2.  Testing the Correlated Random Coefficient Model.

Authors:  James J Heckman; Daniel Schmierer; Sergio Urzua
Journal:  J Econom       Date:  2010-10-01       Impact factor: 2.388

3.  Tests of Hypotheses Arising In the Correlated Random Coefficient Model.

Authors:  James J Heckman; Daniel Schmierer
Journal:  Econ Model       Date:  2010-11-01

4.  Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin.

Authors:  Pedro Carneiro; James J Heckman; Edward Vytlacil
Journal:  Econometrica       Date:  2010-01-01       Impact factor: 5.844

5.  Building Bridges Between Structural and Program Evaluation Approaches to Evaluating Policy.

Authors:  James J Heckman
Journal:  J Econ Lit       Date:  2010-06-01
  5 in total
  21 in total

1.  On the promotion of human flourishing.

Authors:  Tyler J VanderWeele
Journal:  Proc Natl Acad Sci U S A       Date:  2017-07-13       Impact factor: 11.205

2.  Converging technologies: a critical analysis of cognitive enhancement for public policy application.

Authors:  Christos Makridis
Journal:  Sci Eng Ethics       Date:  2012-10-11       Impact factor: 3.525

3.  Population heterogeneity and causal inference.

Authors:  Yu Xie
Journal:  Proc Natl Acad Sci U S A       Date:  2013-03-25       Impact factor: 11.205

4.  The Community College Effect Revisited: The Importance of Attending to Heterogeneity and Complex Counterfactuals.

Authors:  Jennie E Brand; Fabian T Pfeffer; Sara Goldrick-Rab
Journal:  Sociol Sci       Date:  2014-10-27

5.  The Economics of Human Development and Social Mobility.

Authors:  James J Heckman; Stefano Mosso
Journal:  Annu Rev Econom       Date:  2014-08

6.  Propensity Score-Based Methods versus MTE-Based Methods in Causal Inference: Identification, Estimation, and Application.

Authors:  Xiang Zhou; Y U Xie
Journal:  Sociol Methods Res       Date:  2014-11-03

7.  Estimating Heterogeneous Treatment Effects with Observational Data.

Authors:  Yu Xie; Jennie E Brand; Ben Jann
Journal:  Sociol Methodol       Date:  2012-08

8.  Heterogeneous Treatment Effects in the Presence of Self-Selection: A Propensity Score Perspective.

Authors:  Xiang Zhou; Yu Xie
Journal:  Sociol Methodol       Date:  2019-08-02

9.  Selection on Moral Hazard in Health Insurance.

Authors:  Liran Einav; Amy Finkelstein; Stephen Ryan; Paul Schrimpf; Mark R Cullen
Journal:  Am Econ Rev       Date:  2013-02

10.  Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking.

Authors:  James J Heckman; John Eric Humphries; Gregory Veramendi
Journal:  J Polit Econ       Date:  2018-10
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