EconPapers    
Economics at your fingertips  
 

Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation

Atila Abdulkadiroglu (), Joshua Angrist, Yusuke Narita () and Parag Pathak
Additional contact information
Atila Abdulkadiroglu: Duke University

No 10429, IZA Discussion Papers from Institute of Labor Economics (IZA)

Abstract: A growing number of school districts use centralized assignment mechanisms to allocate school seats in a manner that reflects student preferences and school priorities. Many of these assignment schemes use lotteries to ration seats when schools are oversubscribed. The resulting random assignment opens the door to credible quasi-experimental research designs for the evaluation of school effectiveness. Yet the question of how best to separate the lottery-generated variation integral to such designs from non-random preferences and priorities remains open. This paper develops easily-implemented empirical strategies that fully exploit the random assignment embedded in a wide class of mechanisms, while also revealing why seats are randomized at one school but not another. We use these methods to evaluate charter schools in Denver, one of a growing number of districts that combine charter and traditional public schools in a unified assignment system. The resulting estimates show large achievement gains from charter school attendance. Our approach generates efficiency gains over ad hoc methods, such as those that focus on schools ranked first, while also identifying a more representative average causal effect. We also show how to use centralized assignment mechanisms to identify causal effects in models with multiple school sectors.

Keywords: policy evaluation; instrumental variables; experimental design; treatment effects (search for similar items in EconPapers)
JEL-codes: C14 C21 C36 C90 D47 I21 I28 (search for similar items in EconPapers)
Pages: 77 pages
Date: 2016-12
New Economics Papers: this item is included in nep-his
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1)

Published - published in: Econometrica, 2017, 85 (5), 1373-1432

Downloads: (external link)
https://docs.iza.org/dp10429.pdf (application/pdf)

Related works:
Journal Article: Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation (2017) Downloads
Working Paper: Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation (2017) Downloads
Working Paper: Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation (2015) Downloads
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:iza:izadps:dp10429

Ordering information: This working paper can be ordered from
IZA, Margard Ody, P.O. Box 7240, D-53072 Bonn, Germany

Access Statistics for this paper

More papers in IZA Discussion Papers from Institute of Labor Economics (IZA) IZA, P.O. Box 7240, D-53072 Bonn, Germany. Contact information at EDIRC.
Bibliographic data for series maintained by Holger Hinte ().

 
Page updated 2025-03-30
Handle: RePEc:iza:izadps:dp10429