Please use this identifier to cite or link to this item: https://hdl.handle.net/10419/205343 
Authors: 
Year of Publication: 
2019
Series/Report no.: 
Tinbergen Institute Discussion Paper No. TI 2019-053/V
Publisher: 
Tinbergen Institute, Amsterdam and Rotterdam
Abstract: 
This paper explores how a conditional cash transfer program influences students’ schooling decisions when program payments stop in the middle of the school career. To that end, I examine Mexico’s Progresa, which covered students only until the end of middle school (at age 15) in its early years. The experimental setup permits to study the program’s impact on the probability to continue with high school after middle school. Despite initial randomization, the program itself has likely rendered the respective samples of middle school graduates in the treatment and the control group incomparable. To account for this, I employ a newly developed semiparametric technique that uses a combination of machine learning methods in conjunction with doubly-robust estimation. I find that exposure to Progresa during middle school reduced the probability to transfer to high school by 10 to 14 percentage points. Possible explanations for this effect include parents’ loss aversion, motivation crowding, anchoring, and classroom peer effects.
Subjects: 
education
conditional cash transfer
Progresa
machine learning
doubly-robust estimation
loss aversion
motivation crowding
anchoring
classroom peer effects
Mexico
JEL: 
I22
I25
O15
J24
D04
D91
C52
Document Type: 
Working Paper

Files in This Item:
File
Size
825.08 kB





Items in EconStor are protected by copyright, with all rights reserved, unless otherwise indicated.