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Understanding the average impact of microcredit expansions: a Bayesian hierarchical analysis of seven randomized experiments

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Cited by:

  1. Bo, Hao & Galiani, Sebastian, 2021. "Assessing external validity," Research in Economics, Elsevier, vol. 75(3), pages 274-285.
  2. David Alfaro‐Serrano & Tanay Balantrapu & Ritam Chaurey & Ana Goicoechea & Eric Verhoogen, 2021. "Interventions to promote technology adoption in firms: A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(4), December.
  3. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2023. "Digital public health interventions at scale: The impact of social media advertising on beliefs and outcomes related to COVID vaccines," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 120(5), pages 2208110120-, January.
  4. Christine Valente & Hans H. Sievertsen & Mahesh C. Puri, 2020. "Saving Neonatal Lives for a Quarter," Bristol Economics Discussion Papers 20/728, School of Economics, University of Bristol, UK.
  5. Taisuke Imai & Tom A Rutter & Colin F Camerer, 2021. "Meta-Analysis of Present-Bias Estimation using Convex Time Budgets," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1788-1814.
  6. 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).
  7. Rajesh Barik & Sanjaya Kumar Lenka & Jajati K. Parida, 2022. "Financial Inclusion and Human Development in Indian States: Evidence from the Post-Liberalisation Periods," Indian Journal of Human Development, , vol. 16(3), pages 513-527, December.
  8. Annie Duflo & Jessica Kiessel & Adrienne Lucas, 2020. "Experimental Evidence on Alternative Policies to Increase Learning at Scale," NBER Working Papers 27298, National Bureau of Economic Research, Inc.
  9. Fall, François Seck & Tchakoute Tchuigoua, Hubert & Vanhems, Anne & Simar, Léopold, 2022. "Investigating the unobserved heterogeneity effect on microfinance social efficiency," LIDAM Discussion Papers ISBA 2022010, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
  10. Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," SciencePo Working papers Main hal-03455978, HAL.
  11. Bernardus Van Doornik & Armando Gomes & David Schoenherr & Janis Skrastins, 2021. "Financial Access and Labor Market Outcomes: evidence from credit lotteries," Working Papers Series 547, Central Bank of Brazil, Research Department.
  12. A. Stefano Caria & Grant Gordon & Maximilian Kasy & Simon Quinn & Soha Shami & Alexander Teytelboym, 2020. "An Adaptive Targeted Field Experiment: Job Search Assistance for Refugees in Jordan," CSAE Working Paper Series 2020-20, Centre for the Study of African Economies, University of Oxford.
  13. 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.
  14. Holla,Alaka & Bendini,Maria Magdalena & Dinarte Diaz,Lelys Ileana & Trako,Iva, 2021. "Is Investment in Preprimary Education Too Low ? Lessons from (Quasi) ExperimentalEvidence across Countries," Policy Research Working Paper Series 9723, The World Bank.
  15. Melvyn Weeks & Tobias Gabel Christiansen, 2020. "Understanding the Distributional Aspects of Microcredit Expansions," Papers 2011.10509, arXiv.org.
  16. F. S. Fall & H. Tchakoute Tchuigoua & A. Vanhems & L. Simar, 2023. "Investigating the unobserved heterogeneity effect on outreach to women: lessons from microfinance institutions," Annals of Operations Research, Springer, vol. 328(2), pages 1365-1386, September.
  17. Seth Garz & Xavier Gine & Dean Karlan & Rafe Mazer & Caitlin Sanford & Jonathan Zinman, 2021. "Consumer Protection for Financial Inclusion in Low- and Middle-Income Countries: Bridging Regulator and Academic Perspectives," Annual Review of Financial Economics, Annual Reviews, vol. 13(1), pages 219-246, November.
  18. Gabriel Okasa & Kenneth A. Younge, 2022. "Sample Fit Reliability," Papers 2209.06631, arXiv.org.
  19. Kaiser, Tim & Lusardi, Annamaria & Menkhoff, Lukas & Urban, Carly, 2022. "Financial education affects financial knowledge and downstream behaviors," Journal of Financial Economics, Elsevier, vol. 145(2), pages 255-272.
  20. Abhijit Banerjee & Emily Breza & Esther Duflo & Cynthia Kinnan, 2019. "Can Microfinance Unlock a Poverty Trap for Some Entrepreneurs?," NBER Working Papers 26346, National Bureau of Economic Research, Inc.
  21. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
  22. Hoffmann, Vivian & Rao, Vijayendra & Surendra, Vaishnavi & Datta, Upamanyu, 2021. "Relief from usury: Impact of a self-help group lending program in rural India," Journal of Development Economics, Elsevier, vol. 148(C).
  23. Castaing,Pauline & Gazeaud,Jules, 2022. "Do Index Insurance Programs Live Up to Their Promises ? Aggregating Evidence from Multiple Experiments," Policy Research Working Paper Series 10161, The World Bank.
  24. 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.
  25. Daniel Bjorkegren & Joshua Blumenstock & Omowunmi Folajimi-Senjobi & Jacqueline Mauro & Suraj R. Nair, 2022. "Instant Loans Can Lift Subjective Well-Being: A Randomized Evaluation of Digital Credit in Nigeria," Papers 2202.13540, arXiv.org.
  26. Evan Borkum & Paolo Abarcar & Laura Meyer & Matthew Spitzer, "undated". "Jordan Refugee Livelihoods Development Impact Bond Evaluation Framework," Mathematica Policy Research Reports 602dafe521fe4467854dcd45e, Mathematica Policy Research.
  27. Stefano DellaVigna & Elizabeth Linos, 2022. "RCTs to Scale: Comprehensive Evidence From Two Nudge Units," Econometrica, Econometric Society, vol. 90(1), pages 81-116, January.
  28. Cameron, Lisa & Gertler, Paul & Shah, Manisha & Alzua, Maria Laura & Martinez, Sebastian & Patil, Sumeet, 2022. "The dirty business of eliminating open defecation: The effect of village sanitation on child height from field experiments in four countries," Journal of Development Economics, Elsevier, vol. 159(C).
  29. Giulia Bettin & Claudia Pigini & Alberto Zazzaro, 2020. "Financial Inclusion and Poverty Transitions: An Empirical Analysis for Italy," CSEF Working Papers 577, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  30. Ilan Strauss & Gilad Isaacs & Josh Rosenberg, 2021. "The effect of shocks to GDP on employment in SADC member states during COVID‐19 using a Bayesian hierarchical model," African Development Review, African Development Bank, vol. 33(S1), pages 221-237, April.
  31. Morduch, Jonathan, 2020. "Why RCTs failed to answer the biggest questions about microcredit impact," World Development, Elsevier, vol. 127(C).
  32. Andor, Mark A. & Gerster, Andreas & Peters, Jörg, 2022. "Information campaigns for residential energy conservation," European Economic Review, Elsevier, vol. 144(C).
  33. Marshall Burke & Sam Heft-Neal & Jessica Li & Anne Driscoll & Patrick Baylis & Matthieu Stigler & Joakim A. Weill & Jennifer A. Burney & Jeff Wen & Marissa L. Childs & Carlos F. Gould, 2022. "Exposures and behavioural responses to wildfire smoke," Nature Human Behaviour, Nature, vol. 6(10), pages 1351-1361, October.
  34. Higney, Anthony & Hanley, Nick & Moro, Mirko, 2022. "The lead-crime hypothesis: A meta-analysis," Regional Science and Urban Economics, Elsevier, vol. 97(C).
  35. Félix, Elisabete Gomes Santana & Belo, Teresa Freitas, 2019. "The impact of microcredit on poverty reduction in eleven developing countries in south-east Asia," Journal of Multinational Financial Management, Elsevier, vol. 52.
  36. 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).
  37. Clare Balboni & Oriana Bandiera & Robin Burgess & Maitreesh Ghatak & Anton Heil, 2023. "Why Do People Stay Poor?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 785-844.
  38. Oriana Bandiera & Robin Burgess & Erika Deserranno & Ricardo Morel & Munshi Sulaiman & Imran Rasul, 2023. "Social Incentives, Delivery Agents, and the Effectiveness of Development Interventions," Journal of Political Economy Microeconomics, University of Chicago Press, vol. 1(1), pages 162-224.
  39. Karan Bhuwalka & Eunseo Choi & Elizabeth A. Moore & Richard Roth & Randolph E. Kirchain & Elsa A. Olivetti, 2023. "A hierarchical Bayesian regression model that reduces uncertainty in material demand predictions," Journal of Industrial Ecology, Yale University, vol. 27(1), pages 43-55, February.
  40. Isaiah Andrews & Drew Fudenberg & Lihua Lei & Annie Liang & Chaofeng Wu, 2022. "The Transfer Performance of Economic Models," Papers 2202.04796, arXiv.org, revised May 2023.
  41. Fetter, T. Robert & Usmani, Faraz, 2020. "Fracking, farmers, and rural electrification in India," Ruhr Economic Papers 864, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  42. Mohamed Abouaziza, 2022. "Farmer constraints and relational contracts: evidence from agricultural value chains in East Africa," Economics PhD Theses 0122, Department of Economics, University of Sussex Business School.
  43. Soumya Mukherjee & Aratrika Mustafi & Aleksandra Slavkovi'c & Lars Vilhuber, 2023. "Assessing Utility of Differential Privacy for RCTs," Papers 2309.14581, arXiv.org.
  44. Takuya Ishihara & Toru Kitagawa, 2021. "Evidence Aggregation for Treatment Choice," Papers 2108.06473, arXiv.org.
  45. Oriana Bandiera & Robin Burgess & Erika Deserranno & Ricardo Morel & Imran Rasul & Munshi Sulaiman & Jack Thiemel, 2022. "Microfinance and Diversification," Economica, London School of Economics and Political Science, vol. 89(S1), pages 239-275, June.
  46. SATO Masahiro & OTA Rui & ITO Arata & YANO Makoto, 2020. "Three Minds Equal Manjushari's Wisdom: An Anatomy of Informal Social Learning with Heterogenous Agents by the Hierarchical Bayesian Approach," Discussion papers 20092, Research Institute of Economy, Trade and Industry (RIETI).
  47. Chowdhury, Shyamal & Smits, Joeri & Sun, Qigang, 2020. "Contract Structure, Time Preference, and Technology Adoption," IZA Discussion Papers 13590, Institute of Labor Economics (IZA).
  48. Kondylis,Florence,Loeser,John Ashton, 2021. "Intervention Size and Persistence," Policy Research Working Paper Series 9769, The World Bank.
  49. 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).
  50. Yalei Yang & Hao Gao & Colin Berry & David Carrick & Aleksandra Radjenovic & Dirk Husmeier, 2022. "Classification of myocardial blood flow based on dynamic contrast‐enhanced magnetic resonance imaging using hierarchical Bayesian models," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(5), pages 1085-1115, November.
  51. Herreño, Juan & Ocampo, Sergio, 2023. "The macroeconomic consequences of subsistence self-employment," Journal of Monetary Economics, Elsevier, vol. 136(C), pages 91-106.
  52. Domenica Federico & Andrea Calzolari & Antonella Notte & Lucia Poletti & Matteo Solivo & Giulio Tagliavini, 2022. "Contextualizing Microcredit in Bosnia-Herzegovina and Hungary: A Focus Group Exploration," American Journal of Economics and Business Administration, Science Publications, vol. 14(1), pages 31-43, August.
  53. Chowdhury, Shyamal & Smits, Joeri & Sun, Qigang, 2020. "Contract structure, time preference, and technology adoption," GLO Discussion Paper Series 633, Global Labor Organization (GLO).
  54. Andrews, Isaiah & Oster, Emily, 2019. "A simple approximation for evaluating external validity bias," Economics Letters, Elsevier, vol. 178(C), pages 58-62.
  55. Szymon Sacher & Laura Battaglia & Stephen Hansen, 2021. "Hamiltonian Monte Carlo for Regression with High-Dimensional Categorical Data," Papers 2107.08112, arXiv.org, revised Feb 2024.
  56. Strauss, Ilan & Yang, Jangho, 2020. "Corporate Secular Stagnation: Empirical Evidence on the Advanced Economy Investment Slowdown," INET Oxford Working Papers 2019-16, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
  57. Dagmara Celik Katreniak & Alexey Khazanov & Omer Moav & Zvika Neeman & Hosny Zoabi, 2023. "Why Not Borrow, Invest, and Escape Poverty?," Papers 2305.02546, arXiv.org.
  58. Ravallion, Martin, 2020. "Highly prized experiments," World Development, Elsevier, vol. 127(C).
  59. Adriana Lleras‐Muney, 2022. "Education and income gradients in longevity: The role of policy," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(1), pages 5-37, February.
  60. Hubert Tchakoute Tchuigoua, 2021. "Proximity‐based screening tools and credit rationing: Lessons from a Cameroonian greenfield microfinance institution," African Development Review, African Development Bank, vol. 33(3), pages 506-517, September.
  61. Paul Hunermund & Elias Bareinboim, 2019. "Causal Inference and Data Fusion in Econometrics," Papers 1912.09104, arXiv.org, revised Mar 2023.
  62. Simo, Christelle & Tchakoute Tchuigoua, Hubert & Nzongang, Joseph, 2023. "Does corporate social responsibility pay? Evidence from social ratings in microfinance institutions," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
  63. Tamara Broderick & Ryan Giordano & Rachael Meager, 2020. "An Automatic Finite-Sample Robustness Metric: When Can Dropping a Little Data Make a Big Difference?," Papers 2011.14999, arXiv.org, revised Jul 2023.
  64. 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.
  65. Susan Athey & Kristen Grabarz & Michael Luca & Nils Wernerfelt, 2022. "The Effectiveness of Digital Interventions on COVID-19 Attitudes and Beliefs," Papers 2206.10214, arXiv.org.
  66. Ayesha Ali & Ihsan Ayyub Qazi, 2021. "Countering Misinformation on Social Media Through Educational Interventions: Evidence from a Randomized Experiment in Pakistan," Papers 2107.02775, arXiv.org.
  67. Obie Porteous, 2022. "Research Deserts and Oases: Evidence from 27 Thousand Economics Journal Articles on Africa," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(6), pages 1235-1258, December.
  68. Han, Linsong & Li, Xun & Xu, Gang, 2022. "Anti-corruption and poverty alleviation: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 150-172.
  69. Pietro Emilio Spini, 2021. "Robustness, Heterogeneous Treatment Effects and Covariate Shifts," Papers 2112.09259, arXiv.org.
  70. Strauss, Ilan & Yang, Jangho, 2021. "Slowing investment rates in developing economies: Evidence from a Bayesian hierarchical model," International Review of Financial Analysis, Elsevier, vol. 77(C).
  71. Nikolas Kuschnig & Gregor Zens & Jesús Crespo Cuaresma, 2021. "Hidden in Plain Sight: Influential Sets in Linear Models," CESifo Working Paper Series 8981, CESifo.
  72. Ali, Ayesha & Qazi, Ihsan Ayyub, 2023. "Countering misinformation on social media through educational interventions: Evidence from a randomized experiment in Pakistan," Journal of Development Economics, Elsevier, vol. 163(C).
  73. 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.
  74. 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.
  75. Kvangraven, Ingrid Harvold, 2020. "Impoverished economics? A critical assessment of the new gold standard," World Development, Elsevier, vol. 127(C).
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