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The use of propensity scores to assess the generalizability of results from randomized trials


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Cited by:

  1. Lara Hulsey & Joshua Leftin & Anne Gordon & Claire Smither Wulsin & Nicholas Redel & Allen Schirm & Nicholas Beyler & Sheila Heaviside & Brian Estes & Carole Trippe, "undated". "Year 2 Demonstration Impacts of Using Medicaid Data to Directly Certify Students for Free School Meals," Mathematica Policy Research Reports 2ce1e3c4e29a43e9aa574274d, Mathematica Policy Research.
  2. Hunt Allcott, 2012. "Site Selection Bias in Program Evaluation," NBER Working Papers 18373, National Bureau of Economic Research, Inc.
  3. Robert W. Hahn & Robert D. Metcalfe, 2021. "Efficiency and Equity Impacts of Energy Subsidies," American Economic Review, American Economic Association, vol. 111(5), pages 1658-1688, May.
  4. Rajeev Dehejia & Cristian Pop-Eleches & Cyrus Samii, 2021. "From Local to Global: External Validity in a Fertility Natural Experiment," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(1), pages 217-243, January.
  5. Ashis Das & Jed Friedman & Eeshani Kandpal, 2018. "Does involvement of local NGOs enhance public service delivery? Cautionary evidence from a malaria‐prevention program in India," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 172-188, January.
  6. Fabian Kosse & Thomas Deckers & Pia Pinger & Hannah Schildberg-Hörisch & Armin Falk, 2020. "The Formation of Prosociality: Causal Evidence on the Role of Social Environment," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 434-467.
  7. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
  8. Elizabeth Tipton & Kelly Hallberg & Larry V. Hedges & Wendy Chan, 2017. "Implications of Small Samples for Generalization: Adjustments and Rules of Thumb," Evaluation Review, , vol. 41(5), pages 472-505, October.
  9. Peter Z. Schochet, "undated". "Statistical Theory for the RCT-YES Software: Design-Based Causal Inference for RCTs," Mathematica Policy Research Reports a0c005c003c242308a92c02dc, Mathematica Policy Research.
  10. Andrews, Isaiah & Oster, Emily, 2019. "A simple approximation for evaluating external validity bias," Economics Letters, Elsevier, vol. 178(C), pages 58-62.
  11. Fougère, Denis & Jacquemet, Nicolas, 2020. "Policy Evaluation Using Causal Inference Methods," IZA Discussion Papers 12922, Institute of Labor Economics (IZA).
  12. Jens Ludwig & Jeffrey R. Kling & Sendhil Mullainathan, 2011. "Mechanism Experiments and Policy Evaluations," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 17-38, Summer.
  13. Jörg Peters & Jörg Langbein & Gareth Roberts, 2018. "Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity," World Bank Research Observer, World Bank Group, vol. 33(1), pages 34-64.
  14. Ottoboni Kellie N. & Poulos Jason V., 2020. "Estimating population average treatment effects from experiments with noncompliance," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 108-130, January.
  15. Elizabeth A. Stuart & Anna Rhodes, 2017. "Generalizing Treatment Effect Estimates From Sample to Population: A Case Study in the Difficulties of Finding Sufficient Data," Evaluation Review, , vol. 41(4), pages 357-388, August.
  16. Vishal Gupta & Brian Rongqing Han & Song-Hee Kim & Hyung Paek, 2020. "Maximizing Intervention Effectiveness," Management Science, INFORMS, vol. 66(12), pages 5576-5598, December.
  17. Sarah A. Avellar & Jaime Thomas & Rebecca Kleinman & Emily Sama-Miller & Sara E. Woodruff & Rebecca Coughlin & T’Pring R. Westbrook, 2017. "External Validity: The Next Step for Systematic Reviews?," Evaluation Review, , vol. 41(4), pages 283-325, August.
  18. Jonathan M.V. Davis & Jonathan Guryan & Kelly Hallberg & Jens Ludwig, 2017. "The Economics of Scale-Up," NBER Working Papers 23925, National Bureau of Economic Research, Inc.
  19. Elizabeth Tipton & Laura R. Peck, 2017. "A Design-Based Approach to Improve External Validity in Welfare Policy Evaluations," Evaluation Review, , vol. 41(4), pages 326-356, August.
  20. Lara Hulsey & Anne Gordon & Joshua Leftin & Claire Smither-Wulsin & Allen Schirm & Nicholas Beyler & Anna Comerford & Jessica Galin & Brian Estes & Carole Trippe, "undated". "Evaluation of Demonstrations of National School Lunch Program and School Breakfast Program Direct Certification of Children Receiving Medicaid Benefits: Year 1 Report," Mathematica Policy Research Reports 856deb2700894609b7c26f577, Mathematica Policy Research.
  21. Adesina, Adedoyin & Akogun, Oladele & Dillon, Andrew & Friedman, Jed & Njobdi, Sani & Serneels, Pieter, 2017. "Robustness and External Validity: What do we Learn from Repeated Study Designs over Time?," 2018 Allied Social Sciences Association (ASSA) Annual Meeting, January 5-7, 2018, Philadelphia, Pennsylvania 266292, Agricultural and Applied Economics Association.
  22. Ashley L. Buchanan & Michael G. Hudgens & Stephen R. Cole & Katie R. Mollan & Paul E. Sax & Eric S. Daar & Adaora A. Adimora & Joseph J. Eron & Michael J. Mugavero, 2018. "Generalizing evidence from randomized trials using inverse probability of sampling weights," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 181(4), pages 1193-1209, October.
  23. Andrew P. Jaciw, 2016. "Assessing the Accuracy of Generalized Inferences From Comparison Group Studies Using a Within-Study Comparison Approach," Evaluation Review, , vol. 40(3), pages 199-240, June.
  24. Kara E. Rudolph & Jonathan Levy & Mark J. van der Laan, 2021. "Transporting stochastic direct and indirect effects to new populations," Biometrics, The International Biometric Society, vol. 77(1), pages 197-211, March.
  25. Kara E. Rudolph & Mark J. Laan, 2017. "Robust estimation of encouragement design intervention effects transported across sites," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1509-1525, November.
  26. Muller, Seán M., 2020. "The implications of a fundamental contradiction in advocating randomized trials for policy," World Development, Elsevier, vol. 127(C).
  27. Lingxiao Wang & Barry I. Graubard & Hormuzd A. Katki & and Yan Li, 2020. "Improving external validity of epidemiologic cohort analyses: a kernel weighting approach," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 1293-1311, June.
  28. Nianbo Dong & Elizabeth A. Stuart & David Lenis & Trang Quynh Nguyen, 2020. "Using Propensity Score Analysis of Survey Data to Estimate Population Average Treatment Effects: A Case Study Comparing Different Methods," Evaluation Review, , vol. 44(1), pages 84-108, February.
  29. Sharples, Linda D., 2018. "The role of statistics in the era of big data: Electronic health records for healthcare research," Statistics & Probability Letters, Elsevier, vol. 136(C), pages 105-110.
  30. Jacob Alex Klerman, 2017. "Editor in Chief’s Comment: External Validity in Systematic Reviews," Evaluation Review, , vol. 41(5), pages 391-402, October.
  31. Lara Hulsey & Anne Gordon & Joshua Leftin & Nicholas Beyler & Allen Schirm & Claire Smither-Wulsin & Will Crumbley, "undated". "Evaluation of Demonstrations of National School Lunch Program and School Breakfast Program Direct Certification of Children Receiving Medicaid Benefits: Access Evaluation Report," Mathematica Policy Research Reports 60b99b345bf14b609348b48a6, Mathematica Policy Research.
  32. Das, Ashis & Friedman, Jed & Kandpal, Eeshani, 2014. "Does involvement of local NGOs enhance public service delivery ? cautionary evidence from a Malaria-prevention evaluation in India," Policy Research Working Paper Series 6931, The World Bank.
  33. repec:mpr:mprres:8128 is not listed on IDEAS
  34. David M. Phillippo & Anthony E. Ades & Sofia Dias & Stephen Palmer & Keith R. Abrams & Nicky J. Welton, 2018. "Methods for Population-Adjusted Indirect Comparisons in Health Technology Appraisal," Medical Decision Making, , vol. 38(2), pages 200-211, February.
  35. Kellie Ottoboni & Jason Poulos, 2019. "Estimating population average treatment effects from experiments with noncompliance," Papers 1901.02991,, revised Aug 2020.
  36. Lant Pritchett, Justin Sandefur, 2013. "Context Matters for Size: Why External Validity Claims and Development Practice Don't Mix-Working Paper 336," Working Papers 336, Center for Global Development.
  37. Esterling, Kevin & Brady, David & Schwitzgebel, Eric, 2021. "The Necessity of Construct and External Validity for Generalized Causal Claims," OSF Preprints 2s8w5, Center for Open Science.
  38. Sookyo Jeong & Hongseok Namkoong, 2020. "Robust Causal Inference Under Covariate Shift via Worst-Case Subpopulation Treatment Effects," Papers 2007.02411,, revised Jul 2020.
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