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The effect of active labor market programs on not-yet treated unemployed individuals

Abstract of Working paper 2008:26

Labor market programs may a®ect unemployed individuals' behavior before
they enroll. Such ex ante e®ects are hard to identify without model assump-
tions. We develop a novel method that relates self-reported perceived treat-
ment rates and job-search behavioral outcomes, like the reservation wage, to
each other, among newly unemployed workers. Job search theory is used to de-
rive theoretical predictions. To deal with e®ect heterogeneity and selectivity,
the e®ects of interest are estimated by propensity score matching. We apply
the method to the German ALMP system, using a novel data set including
self-reported assessments of the variables of interest as well as an unusually
detailed amount of information on behavior, attitudes, and past outcomes.
We ¯nd that the system generates a negative ex ante e®ect on the reservation
wage and a positive e®ect on search e®ort.

Labor market programs may affect unemployed individuals' behavior before they enroll. Such ex ante effects are hard to identify without model assump-tions. We develop a novel method that relates self-reported perceived treatment rates and job-search behavioral outcomes, like the reservation wage, to each other, among newly unemployed workers. Job search theory is used to derive theoretical predictions. To deal with effect heterogeneity and selectivity, the effects of interest are estimated by propensity score matching. We apply the method to the German ALMP system, using a novel data set including self-reported assessments of the variables of interest as well as an unusually detailed amount of information on behavior, attitudes, and past outcomes. We find that the system generates a negative ex ante effect on the reservation wage and a positive effect on search effort.

Keywords: policy evaluation, reservation wage, search effort, expectations, unemployment duration, program evaluation, active labor market policy, identification.
JEL codes: J64.


Published by:

Ifau

Changed:

9/21/2010