Regression Discontinuity in Serial Dictatorship: Achievement Effects at Chicago's Exam Schools

Many school and college admission systems use centralized mechanisms to allocate seats based on applicant preferences and school priorities. When tie-breaking uses non-randomly assigned criteria like distance or a test score, applicants with the same preferences and priorities are not directly compa...

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Main Authors: AbdulkadIroğlu, Atila, Angrist, Joshua, Narita, Yusuke, Pathak, Parag, Zarate Vasquez, Roman Andres
Other Authors: Massachusetts Institute of Technology. Department of Economics
Format: Article
Published: American Economic Association 2018
Online Access:http://hdl.handle.net/1721.1/113678
https://orcid.org/0000-0001-6992-8956
https://orcid.org/0000-0002-0772-9457
https://orcid.org/0000-0001-8621-3864
https://orcid.org/0000-0002-1258-3472
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author AbdulkadIroğlu, Atila
Angrist, Joshua
Narita, Yusuke
Pathak, Parag
Zarate Vasquez, Roman Andres
author2 Massachusetts Institute of Technology. Department of Economics
author_facet Massachusetts Institute of Technology. Department of Economics
AbdulkadIroğlu, Atila
Angrist, Joshua
Narita, Yusuke
Pathak, Parag
Zarate Vasquez, Roman Andres
author_sort AbdulkadIroğlu, Atila
collection MIT
description Many school and college admission systems use centralized mechanisms to allocate seats based on applicant preferences and school priorities. When tie-breaking uses non-randomly assigned criteria like distance or a test score, applicants with the same preferences and priorities are not directly comparable. The non-lottery setting does generate a kind of local random assignment that opens the door to regression discontinuity designs. This paper introduces a hybrid RD/propensity score empirical strategy that exploits quasi-experiments embedded in serial dictatorship, a mechanism widely used for college and selective K-12 school admissions. We use our approach to estimate achievement effects of Chicago's exam schools.
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spelling mit-1721.1/1136782024-06-27T19:10:37Z Regression Discontinuity in Serial Dictatorship: Achievement Effects at Chicago's Exam Schools AbdulkadIroğlu, Atila Angrist, Joshua Narita, Yusuke Pathak, Parag Zarate Vasquez, Roman Andres Massachusetts Institute of Technology. Department of Economics Angrist, Joshua Narita, Yusuke Pathak, Parag Zarate Vasquez, Roman Andres Many school and college admission systems use centralized mechanisms to allocate seats based on applicant preferences and school priorities. When tie-breaking uses non-randomly assigned criteria like distance or a test score, applicants with the same preferences and priorities are not directly comparable. The non-lottery setting does generate a kind of local random assignment that opens the door to regression discontinuity designs. This paper introduces a hybrid RD/propensity score empirical strategy that exploits quasi-experiments embedded in serial dictatorship, a mechanism widely used for college and selective K-12 school admissions. We use our approach to estimate achievement effects of Chicago's exam schools. 2018-02-15T13:58:49Z 2018-02-15T13:58:49Z 2017-05 2018-02-14T18:38:59Z Article http://purl.org/eprint/type/JournalArticle 0002-8282 1944-7981 http://hdl.handle.net/1721.1/113678 AbdulkadIroğlu, Atila et al. “Regression Discontinuity in Serial Dictatorship: Achievement Effects at Chicago’s Exam Schools.” American Economic Review 107, 5 (May 2017): 240–245 https://orcid.org/0000-0001-6992-8956 https://orcid.org/0000-0002-0772-9457 https://orcid.org/0000-0001-8621-3864 https://orcid.org/0000-0002-1258-3472 http://dx.doi.org/10.1257/AER.P20171111 American Economic Review Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. application/pdf American Economic Association American Economic Association
spellingShingle AbdulkadIroğlu, Atila
Angrist, Joshua
Narita, Yusuke
Pathak, Parag
Zarate Vasquez, Roman Andres
Regression Discontinuity in Serial Dictatorship: Achievement Effects at Chicago's Exam Schools
title Regression Discontinuity in Serial Dictatorship: Achievement Effects at Chicago's Exam Schools
title_full Regression Discontinuity in Serial Dictatorship: Achievement Effects at Chicago's Exam Schools
title_fullStr Regression Discontinuity in Serial Dictatorship: Achievement Effects at Chicago's Exam Schools
title_full_unstemmed Regression Discontinuity in Serial Dictatorship: Achievement Effects at Chicago's Exam Schools
title_short Regression Discontinuity in Serial Dictatorship: Achievement Effects at Chicago's Exam Schools
title_sort regression discontinuity in serial dictatorship achievement effects at chicago s exam schools
url http://hdl.handle.net/1721.1/113678
https://orcid.org/0000-0001-6992-8956
https://orcid.org/0000-0002-0772-9457
https://orcid.org/0000-0001-8621-3864
https://orcid.org/0000-0002-1258-3472
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