IDEAS home Printed from https://ideas.repec.org/a/eee/wdevel/v127y2020ics0305750x19304668.html
   My bibliography  Save this article

The challenges of scaling effective interventions: A path forward for research and policy

Author

Listed:
  • Davis, C. Austin
  • Mobarak, Ahmed Mushfiq

Abstract

With minimal statistical or theoretical assumptions, randomized controlled trials (RCTs) provide a necessary input for poverty analysis: credibly estimated causal relationships. But complexities arise when moving from RCT research results to anti-poverty policy, with unintended consequences. RCT evidence by itself offers an incomplete prediction of the effects of policy, due to heterogenous effects, spillovers and general equilibrium changes, macroeconomic and welfare effects, political economy reactions, and implementation challenges, when programs are scaled. We suggest strategies for tightening the link between development research and anti-poverty policy, for example, by changing the practice of RCTs to be more ambitious about what is randomized, and to combine the analysis of experimental data with other rigorous methods that go beyond estimating treatment effects. We describe our efforts to encourage and coordinate this type of work via a new research initiative.

Suggested Citation

  • Davis, C. Austin & Mobarak, Ahmed Mushfiq, 2020. "The challenges of scaling effective interventions: A path forward for research and policy," World Development, Elsevier, vol. 127(C).
  • Handle: RePEc:eee:wdevel:v:127:y:2020:i:c:s0305750x19304668
    DOI: 10.1016/j.worlddev.2019.104817
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305750X19304668
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.worlddev.2019.104817?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jesse M Cunha & Giacomo De Giorgi & Seema Jayachandran, 2019. "The Price Effects of Cash Versus In-Kind Transfers," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 240-281.
    2. Francisco J Buera & Joseph P Kaboski & Yongseok Shin, 2021. "The Macroeconomics of Microfinance," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 126-161.
    3. David McKenzie & Christopher Woodruff, 2014. "What Are We Learning from Business Training and Entrepreneurship Evaluations around the Developing World?," The World Bank Research Observer, World Bank, vol. 29(1), pages 48-82.
    4. Rachael Meager, 2019. "Understanding the Average Impact of Microcredit Expansions: A Bayesian Hierarchical Analysis of Seven Randomized Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 57-91, January.
    5. Gharad Bryan & Shyamal Chowdhury & Ahmed Mushfiq Mobarak, 2014. "Underinvestment in a Profitable Technology: The Case of Seasonal Migration in Bangladesh," Econometrica, Econometric Society, vol. 82(5), pages 1671-1748, September.
    6. Dean Karlan & Jonathan Zinman, 2009. "Observing Unobservables: Identifying Information Asymmetries With a Consumer Credit Field Experiment," Econometrica, Econometric Society, vol. 77(6), pages 1993-2008, November.
    7. Agha Ali Akram & Shyamal Chowdhury & Ahmed Mushfiq Mobarak, 2017. "Effects of Emigration on Rural Labor Markets," NBER Working Papers 23929, National Bureau of Economic Research, Inc.
    8. Karthik Muralidharan & Paul Niehaus, 2017. "Experimentation at Scale," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 103-124, Fall.
    9. Ahmed Mushfiq Mobarak & Maira Emy Reimão, 2020. "Seasonal Poverty and Seasonal Migration in Asia," Asian Development Review, MIT Press, vol. 37(1), pages 1-42, March.
    10. Meager, Rachael, 2019. "Understanding the average impact of microcredit expansions: a Bayesian hierarchical analysis of seven randomized experiments," LSE Research Online Documents on Economics 88190, London School of Economics and Political Science, LSE Library.
    11. Günther Fink & B. Kelsey Jack & Felix Masiye, 2020. "Seasonal Liquidity, Rural Labor Markets, and Agricultural Production," American Economic Review, American Economic Association, vol. 110(11), pages 3351-3392, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Masselus, Lise & Petrik, Christina & Ankel-Peters, Jörg, 2024. "Lost in the Design Space? Construct Validity in the Microfinance Literature," OSF Preprints nwp8k, Center for Open Science.

    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. Oriana Bandiera & Ahmed Elsayed & Andrea Smurra & Céline Zipfel, 2022. "Young Adults and Labor Markets in Africa," Journal of Economic Perspectives, American Economic Association, vol. 36(1), pages 81-100, Winter.
    2. Meager, Rachael, 2022. "Aggregating distributional treatment effects: a Bayesian hierarchical analysis of the microcredit literature," LSE Research Online Documents on Economics 115559, London School of Economics and Political Science, LSE Library.
    3. Bryan, Gharad & Chowdhury, Shyamal & Mobarak, Ahmed Mushfiq & Morten, Melanie & Smits, Joeri, 2023. "Encouragement and distortionary effects of conditional cash transfers," Journal of Public Economics, Elsevier, vol. 228(C).
    4. Stefano DellaVigna & Elizabeth Linos, 2022. "RCTs to Scale: Comprehensive Evidence From Two Nudge Units," Econometrica, Econometric Society, vol. 90(1), pages 81-116, January.
    5. A Stefano Caria & Grant Gordon & Maximilian Kasy & Simon Quinn & Soha Osman Shami & Alexander Teytelboym, 2024. "An Adaptive Targeted Field Experiment: Job Search Assistance for Refugees in Jordan," Journal of the European Economic Association, European Economic Association, vol. 22(2), pages 781-836.
    6. Karthik Muralidharan & Paul Niehaus, 2017. "Experimentation at Scale," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 103-124, Fall.
    7. Bernardus Van Doornik & Armando Gomes & David Schoenherr & Janis Skrastins, 2024. "Financial Access and Labor Market Outcomes: Evidence from Credit Lotteries," American Economic Review, American Economic Association, vol. 114(6), pages 1854-1881, June.
    8. Mohammed Seid Hussen & Mustafe Abdi Mohamed, 2023. "Impact of financial inclusion on household welfare in Ethiopia," Future Business Journal, Springer, vol. 9(1), pages 1-12, December.
    9. Bernardus F Nazar Van Doornik & Armando Gomes & David Schoenherr & Janis Skrastins, 2023. "Financial access and labor market outcomes: evidence from credit lotteries," BIS Working Papers 1071, Bank for International Settlements.
    10. Abramovsky, Laura & Augsburg, Britta & Lührmann, Melanie & Oteiza, Francisco & Rud, Juan Pablo, 2023. "Community matters: Heterogeneous impacts of a sanitation intervention," World Development, Elsevier, vol. 165(C).
    11. Dahal, Mahesh & Fiala, Nathan, 2020. "What do we know about the impact of microfinance? The problems of statistical power and precision," World Development, Elsevier, vol. 128(C).
    12. Lori Beaman & Dean Karlan & Bram Thuysbaert & Christopher Udry, 2023. "Selection Into Credit Markets: Evidence From Agriculture in Mali," Econometrica, Econometric Society, vol. 91(5), pages 1595-1627, September.
    13. Dagmara Celik Katreniak & Alexey Khazanov & Omer Moav & Zvika Neeman & Hosny Zoabi, 2023. "Why Not Borrow, Invest, and Escape Poverty?," Papers 2305.02546, arXiv.org.
    14. Kalliyil, Muneer & Sahoo, Soham, 2024. "Does Restricting Access to Credit Affect Learning Outcomes? Evidence from a Regulatory Shock to Microfinance in India," IZA Discussion Papers 17404, Institute of Labor Economics (IZA).
    15. Jaiswal, Sreeja & Balietti, Anca & Schäffer, Daniel, 2023. "Environmental Protection and Labor Market Composition," Working Papers 0736, University of Heidelberg, Department of Economics.
    16. Laston Petro Manja & Isatou A. Badjie, 2022. "The Welfare Effects of Formal and Informal Financial Access in the Gambia: A Comparative Assessment," SAGE Open, , vol. 12(1), pages 21582440221, March.
    17. Chowdhury, Shyamal & Smits, Joeri & Sun, Qigang, 2020. "Contract structure, time preference, and technology adoption," GLO Discussion Paper Series 633, Global Labor Organization (GLO).
    18. Karthik Muralidharan & Paul Niehaus & Sandip Sukhtankar, 2023. "General Equilibrium Effects of (Improving) Public Employment Programs: Experimental Evidence From India," Econometrica, Econometric Society, vol. 91(4), pages 1261-1295, July.
    19. Benjamin A. Olken, 2020. "Banerjee, Duflo, Kremer, and the Rise of Modern Development Economics," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(3), pages 853-878, July.
    20. Kondylis,Florence & Loeser,John Ashton, 2021. "Intervention Size and Persistence," Policy Research Working Paper Series 9769, The World Bank.

    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:eee:wdevel:v:127:y:2020:i:c:s0305750x19304668. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/worlddev .

    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.