What Can Ex-Participants Reveal about a Program’s Impact?

A-Tier
Journal: Journal of Human Resources
Year: 2005
Volume: 40
Issue: 1

Authors (4)

Martin Ravallion Emanuela Galasso (World Bank Group) Teodoro Lazo (not in RePEc) Ernesto Philipp (not in RePEc)

Score contribution per author:

1.005 = (α=2.01 / 4 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We propose a method for estimating the mean impact of an assigned social program when it is not feasible to do a pre-intervention baseline survey but it is feasible to track ex-participants. In our triple-difference estimator, measured outcome changes are compared between continuing participants and matched ex-participants, after netting out the outcome changes for a matched comparison group who never participated. With sufficient followup observations one can test the joint conditions required for correctly identifying the gains to current participants. We apply the method to a workfare program in Argentina. Significant impacts on participants’ current incomes are revealed.

Technical Details

RePEc Handle
repec:uwp:jhriss:v:40:y:2005:i:1:p208-230
Journal Field
Labor
Author Count
4
Added to Database
2026-01-25