IDEAS home Printed from https://ideas.repec.org/a/wly/jpamgt/v44y2025i1p45-72.html

Does one plus one always equal two? Examining complementarities in educational interventions

Author

Listed:
  • Umut Özek

Abstract

Public policies targeting individuals based on need often impose disproportionate burden on communities that lack the resources to implement these policies effectively. In an elementary school setting, I examine whether community‐level interventions focusing on similar needs and providing resources to build capacity in these communities could improve outcomes by improving the effectiveness of individual‐level interventions. I find that the extended school day policy that targets lowest‐performing schools in reading in Florida significantly improved the effectiveness of the third‐grade retention policy in these schools. These complementarities were large enough to close the gap in retention effects between targeted and higher‐performing schools.

Suggested Citation

  • Umut Özek, 2025. "Does one plus one always equal two? Examining complementarities in educational interventions," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 44(1), pages 45-72, January.
  • Handle: RePEc:wly:jpamgt:v:44:y:2025:i:1:p:45-72
    DOI: 10.1002/pam.22594
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/pam.22594
    Download Restriction: no

    File URL: https://libkey.io/10.1002/pam.22594?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LLC, vol. 17(2), pages 372-404, June.
    2. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    3. Schwerdt, Guido & West, Martin R. & Winters, Marcus A., 2017. "The effects of test-based retention on student outcomes over time: Regression discontinuity evidence from Florida," Journal of Public Economics, Elsevier, vol. 152(C), pages 154-169.
    4. C. Kirabo Jackson & Claire L. Mackevicius, 2024. "What Impacts Can We Expect from School Spending Policy? Evidence from Evaluations in the United States," American Economic Journal: Applied Economics, American Economic Association, vol. 16(1), pages 412-446, January.
    5. Figlio, David & Özek, Umut, 2020. "An extra year to learn English? Early grade retention and the human capital development of English learners," Journal of Public Economics, Elsevier, vol. 186(C).
    6. Michal Kolesár & Christoph Rothe, 2018. "Inference in Regression Discontinuity Designs with a Discrete Running Variable," American Economic Review, American Economic Association, vol. 108(8), pages 2277-2304, August.
    7. Brigham R. Frandsen, 2017. "Party Bias in Union Representation Elections: Testing for Manipulation in the Regression Discontinuity Design when the Running Variable is Discrete," Advances in Econometrics, in: Regression Discontinuity Designs, volume 38, pages 281-315, Emerald Group Publishing Limited.
    8. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
    9. Isaac Mbiti & Karthik Muralidharan & Mauricio Romero & Youdi Schipper & Constantine Manda & Rakesh Rajani, 2019. "Inputs, Incentives, and Complementarities in Education: Experimental Evidence from Tanzania," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1627-1673.
    10. Rucker C. Johnson & C. Kirabo Jackson, 2019. "Reducing Inequality through Dynamic Complementarity: Evidence from Head Start and Public School Spending," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 310-349, November.
    11. David N. Figlio & Krzysztof Karbownik & Umut Özek, 2023. "Sibling Spillovers May Enhance the Efficacy of Targeted School Policies," NBER Working Papers 31406, National Bureau of Economic Research, Inc.
    12. Christina LiCalsi & Umut Ozek & David Figlio, 2019. "The Uneven Implementation of Universal School Policies: Maternal Education and Florida's Mandatory Grade Retention Policy," Education Finance and Policy, MIT Press, vol. 14(3), pages 383-413, Summer.
    13. Figlio, David & Holden, Kristian L. & Ozek, Umut, 2018. "Do students benefit from longer school days? Regression discontinuity evidence from Florida's additional hour of literacy instruction," Economics of Education Review, Elsevier, vol. 67(C), pages 171-183.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Figlio, David & Özek, Umut, 2020. "An extra year to learn English? Early grade retention and the human capital development of English learners," Journal of Public Economics, Elsevier, vol. 186(C).
    2. Beuermann, Diether & Ramos Bonilla, Andrea & Stampini, Marco, 2024. "Can Conditional Cash Transfers Alter the Effectiveness of Other Human Capital Development Policies?," IDB Publications (Working Papers) 13484, Inter-American Development Bank.
    3. Onda, Masayuki & Seyler, Edward, 2020. "English learners reclassification and academic achievement: Evidence from Minnesota," Economics of Education Review, Elsevier, vol. 79(C).
    4. Pietro Santoleri & Andrea Mina & Alberto Di Minin & Irene Martelli, 2024. "The Causal Effects of R&D Grants: Evidence from a Regression Discontinuity," The Review of Economics and Statistics, MIT Press, vol. 106(6), pages 1495-1510, November.
    5. Matias D. Cattaneo & Rocío Titiunik, 2022. "Regression Discontinuity Designs," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 821-851, August.
    6. Di Giacomo, Marina & Piacenza, Massimiliano & Siciliani, Luigi & Turati, Gilberto, 2022. "The effect of co-payments on the take-up of prenatal tests," Journal of Health Economics, Elsevier, vol. 81(C).
    7. Kabir Dasgupta & Alexander Plum & Christopher Erwin, 2022. "The Devil is in the Details: Identifying Unbiased Link between Alcohol Purchasing Rights and Youth Delinquency," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(6), pages 1380-1431, December.
    8. Ayyagari, Padmaja & Salm, Martin & Sargent, Eric, 2026. "Can a Deductible Kill? The Effect of Patient Cost-Sharing on Health," IZA Discussion Papers 18420, IZA Network @ LISER.
    9. Guastavino, Carlos & Miranda, Alvaro & Montero, Rodrigo, 2021. "Rank effect in bureaucrat recruitment," European Journal of Political Economy, Elsevier, vol. 68(C).
    10. Guo, Chuanyi & Wang, Xuening & Meng, Chen, 2023. "Does the early bird catch the worm? Evidence and interpretation on the long-term impact of school entry age in China," China Economic Review, Elsevier, vol. 77(C).
    11. Nibourel, Chloe & Folkestad, Mattias, 2025. "Starting young: How age limits shape political participation," European Journal of Political Economy, Elsevier, vol. 87(C).
    12. Guido Imbens & Stefan Wager, 2019. "Optimized Regression Discontinuity Designs," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 264-278, May.
    13. Filippo Belloc & Gabriel Burdin & Fabio Landini, 2023. "Advanced Technologies and Worker Voice," Economica, London School of Economics and Political Science, vol. 90(357), pages 1-38, January.
    14. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    15. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
    16. Petri Böckerman & Mika Haapanen & Christopher Jepsen & Hannu Karhunen, 2026. "Graded for Life? Long-Run Impacts of High-Stakes Exam Thresholds," CESifo Working Paper Series 12532, CESifo.
    17. Waddell, Glen R. & McDonough, Robert, 2022. "Mean Convergence, Combinatorics, and Grade-Point Averages," IZA Discussion Papers 15414, IZA Network @ LISER.
    18. Beuchert, Louise & Eriksen, Tine Louise Mundbjerg & Krægpøth, Morten Visby, 2020. "The impact of standardized test feedback in math: Exploiting a natural experiment in 3rd grade," Economics of Education Review, Elsevier, vol. 77(C).
    19. Garrouste, Clémentine & Juet, Arthur & Samson, Anne-Laure, 2023. "Direct and crowding-out effects of a Hepatitis B vaccination campaign," Economics & Human Biology, Elsevier, vol. 51(C).
    20. Maya Rossin-Slater & Adrienne Sabety & Aileen Wu, 2026. "The Impact of Preschool Entry Age on Children’s Behavioral and Developmental Health in Medicaid," NBER Working Papers 34677, National Bureau of Economic Research, Inc.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:jpamgt:v:44:y:2025:i:1:p:45-72. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/journal/34787/home .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.