Literature DB >> 20209119

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

Pedro Carneiro1, James J Heckman, Edward Vytlacil.   

Abstract

This paper develops methods for evaluating marginal policy changes. We characterize how the effects of marginal policy changes depend on the direction of the policy change, and show that marginal policy effects are fundamentally easier to identify and to estimate than conventional treatment parameters. We develop the connection between marginal policy effects and the average effect of treatment for persons on the margin of indifference between participation in treatment and nonparticipation, and use this connection to analyze both parameters. We apply our analysis to estimate the effect of marginal changes in tuition on the return to going to college.

Entities:  

Year:  2010        PMID: 20209119      PMCID: PMC2830665          DOI: 10.3982/ECTA7089

Source DB:  PubMed          Journal:  Econometrica        ISSN: 0012-9682            Impact factor:   5.844


  1 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

  1 in total
  8 in total

1.  Comparing IV With Structural Models: What Simple IV Can and Cannot Identify.

Authors:  James J Heckman; Sergio Urzúa
Journal:  J Econom       Date:  2010-05-01       Impact factor: 2.388

2.  Understanding Causal Distributional and Subgroup Effects With the Instrumental Propensity Score.

Authors:  Jing Cheng; Winston Lin
Journal:  Am J Epidemiol       Date:  2018-03-01       Impact factor: 4.897

3.  Estimating Marginal Returns to Education.

Authors:  Pedro Carneiro; James J Heckman; Edward Vytlacil
Journal:  Am Econ Rev       Date:  2011-10

4.  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

5.  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

6.  Dynamic Treatment Effects.

Authors:  James J Heckman; John Eric Humphries; Gregory Veramendi
Journal:  J Econom       Date:  2016-02-01       Impact factor: 2.388

7.  TREATMENT EFFECTS: A BAYESIAN PERSPECTIVE.

Authors:  James J Heckman; Hedibert F Lopes; Rémi Piatek
Journal:  Econom Rev       Date:  2014-01-01       Impact factor: 1.718

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

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

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