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Three conditions under which experiments and observational studies produce comparable causal estimates: New findings from within-study comparisons

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Cited by:

  1. repec:mpr:mprres:7808 is not listed on IDEAS
  2. Tarek Azzam & Michael Bates & David Fairris, 2019. "Do Learning Communities Increase First Year College Retention? Testing Sample Selection and External Validity of Randomized Control Trials," Working Papers 202002, University of California at Riverside, Department of Economics.
  3. John W Ayers & Kurt Ribisl & John S Brownstein, 2011. "Using Search Query Surveillance to Monitor Tax Avoidance and Smoking Cessation following the United States' 2009 “SCHIP” Cigarette Tax Increase," PLOS ONE, Public Library of Science, vol. 6(3), pages 1-7, March.
  4. Bornmann, Lutz & Haunschild, Robin & Mutz, Rüdiger, 2020. "Should citations be field-normalized in evaluative bibliometrics? An empirical analysis based on propensity score matching," Journal of Informetrics, Elsevier, vol. 14(4).
  5. Bernard Black & Woochan Kim & Julia Nasev, 2021. "The Effect of Board Structure on Firm Disclosure and Behavior: A Case Study of Korea and a Comparison of Research Designs," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 18(2), pages 328-376, June.
  6. Philip M. Gleason & Christina Clark Tuttle & Brian Gill & Ira Nichols-Barrer & Bing-ru Teh, 2014. "Do KIPP Schools Boost Student Achievement?," Education Finance and Policy, MIT Press, vol. 9(1), pages 36-58, January.
  7. David M. Rindskopf & William R. Shadish & M. H. Clark, 2018. "Using Bayesian Correspondence Criteria to Compare Results From a Randomized Experiment and a Quasi-Experiment Allowing Self-Selection," Evaluation Review, , vol. 42(2), pages 248-280, April.
  8. Emmy De Buck & Karin Hannes & Hans Van Remoortel & Thashlin Govender & Axel Vande Veegaete & Alfred Musekiwa & Vittoria Lutje & Margaret Cargo & Hans‐Joachim Mosler & Philippe Vandekerckhove & Taryn Y, 2016. "PROTOCOL: Approaches to Promote Handwashing and Sanitation Behaviour Change in Low‐ and Middle Income Countries: A Mixed Method Systematic Review," Campbell Systematic Reviews, John Wiley & Sons, vol. 12(1), pages 1-46.
  9. Philip Gleason & Alexandra Resch & Jillian Berk, 2018. "RD or Not RD: Using Experimental Studies to Assess the Performance of the Regression Discontinuity Approach," Evaluation Review, , vol. 42(1), pages 3-33, February.
  10. Martin Cousineau & Vedat Verter & Susan A. Murphy & Joelle Pineau, 2022. "Estimating causal effects with optimization-based methods: A review and empirical comparison," Papers 2203.00097, arXiv.org.
  11. Katherine Baicker & Theodore Svoronos, 2019. "Testing the Validity of the Single Interrupted Time Series Design," CID Working Papers 364, Center for International Development at Harvard University.
  12. Sciandra, Matthew & Sanbonmatsu, Lisa & Duncan, Greg J. & Gennetian, Lisa A. & Katz, Lawrence F. & Kessler, Ronald & Kling, Jeffrey R. & Ludwig, Jens, 2013. "Long-Term Effects of the Moving to Opportunity Residential Mobility Experiment on Crime and Delinquency," Scholarly Articles 34222823, Harvard University Department of Economics.
  13. Andrew P. Jaciw, 2016. "Applications of a Within-Study Comparison Approach for Evaluating Bias in Generalized Causal Inferences From Comparison Groups Studies," Evaluation Review, , vol. 40(3), pages 241-276, June.
  14. Ron Zimmer & Brian Gill & Jonathon Attridge & Kaitlin Obenauf, 2014. "Charter School Authorizers and Student Achievement," Education Finance and Policy, MIT Press, vol. 9(1), pages 59-85, January.
  15. Bunte, Jonas B. & Desai, Harsh & Gbala, Kanio & Parks, Bradley & Runfola, Daniel Miller, 2018. "Natural resource sector FDI, government policy, and economic growth: Quasi-experimental evidence from Liberia," World Development, Elsevier, vol. 107(C), pages 151-162.
  16. Aga, Deribe Assefa, 2016. "Factors affecting the success of development projects : A behavioral perspective," Other publications TiSEM 867ae95e-d53d-4a68-ad46-6, Tilburg University, School of Economics and Management.
  17. Samari, Goleen & Catalano, Ralph & Alcalá, Héctor E. & Gemmill, Alison, 2020. "The Muslim Ban and preterm birth: Analysis of U.S. vital statistics data from 2009 to 2018," Social Science & Medicine, Elsevier, vol. 265(C).
  18. Michael Stoto & Michael Oakes & Elizabeth Stuart & Lucy Savitz & Elisa L. Priest & Jelena Zurovac, "undated". "Analytical Methods for a Learning Health System: 1. Framing the Research Question," Mathematica Policy Research Reports 83067603bf87438494078f75b, Mathematica Policy Research.
  19. Nianbo Dong & Mark W. Lipsey, 2018. "Can Propensity Score Analysis Approximate Randomized Experiments Using Pretest and Demographic Information in Pre-K Intervention Research?," Evaluation Review, , vol. 42(1), pages 34-70, February.
  20. Jiang, Miao & Foster, E. Michael & Gibson-Davis, Christina M., 2010. "The effect of WIC on breastfeeding: A new look at an established relationship," Children and Youth Services Review, Elsevier, vol. 32(2), pages 264-273, February.
  21. Anna Aizer & Shari Eli & Adriana Lleras-Muney & Keyoung Lee, 2020. "Do Youth Employment Programs Work? Evidence from the New Deal," NBER Working Papers 27103, National Bureau of Economic Research, Inc.
  22. Hoang, Anh Tuan & Sandro Nižetić, & Olcer, Aykut I. & Ong, Hwai Chyuan & Chen, Wei-Hsin & Chong, Cheng Tung & Thomas, Sabu & Bandh, Suhaib A. & Nguyen, Xuan Phuong, 2021. "Impacts of COVID-19 pandemic on the global energy system and the shift progress to renewable energy: Opportunities, challenges, and policy implications," Energy Policy, Elsevier, vol. 154(C).
  23. Shira Mitchell & Andrew Gelman & Rebecca Ross & Joyce Chen & Sehrish Bari & Uyen Kim Huynh & Matthew W. Harris & Sonia Ehrlich Sachs & Elizabeth A. Stuart & Avi Feller & Susanna Makela & Alan M. Zasla, "undated". "The Millennium Villages Project: A Retrospective, Observational, Endline Evaluation," Mathematica Policy Research Reports 8376cf28448b40f69543be760, Mathematica Policy Research.
  24. Newman, Sandra J. & Holupka, C. Scott, 2014. "Housing affordability and investments in children," Journal of Housing Economics, Elsevier, vol. 24(C), pages 89-100.
  25. Sudhanshu Handa & John A. Maluccio, 2010. "Matching the Gold Standard: Comparing Experimental and Nonexperimental Evaluation Techniques for a Geographically Targeted Program," Economic Development and Cultural Change, University of Chicago Press, vol. 58(3), pages 415-447, April.
  26. Jaime Thomas & Sarah A. Avellar & John Deke & Philip Gleason, 2017. "Matched Comparison Group Design Standards in Systematic Reviews of Early Childhood Interventions," Evaluation Review, , vol. 41(3), pages 240-279, June.
  27. Jared Coopersmith & Thomas D. Cook & Jelena Zurovac & Duncan Chaplin & Lauren V. Forrow, 2022. "Internal And External Validity Of The Comparative Interrupted Time‐Series Design: A Meta‐Analysis," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(1), pages 252-277, January.
  28. Michael Stoto & Michael Oakes & Elizabeth Stuart & Randall Brown & Jelena Zurovac & Elisa L. Priest, "undated". "Analytical Methods for a Learning Health System: 3. Analysis of Observational Studies," Mathematica Policy Research Reports 12dadeb3b9cb4aa8a422128ef, Mathematica Policy Research.
  29. Vivian C. Wong & Peter M. Steiner & Kylie L. Anglin, 2018. "What Can Be Learned From Empirical Evaluations of Nonexperimental Methods?," Evaluation Review, , vol. 42(2), pages 147-175, April.
  30. Peter M. Steiner, 2011. "Propensity Score Methods for Causal Inference: On the Relative Importance of Covariate Selection, Reliable Measurement, and Choice of Propensity Score Technique," Working Papers 09, AlmaLaurea Inter-University Consortium.
  31. Fortson, Kenneth & Gleason, Philip & Kopa, Emma & Verbitsky-Savitz, Natalya, 2015. "Horseshoes, hand grenades, and treatment effects? Reassessing whether nonexperimental estimators are biased," Economics of Education Review, Elsevier, vol. 44(C), pages 100-113.
  32. David Wittenburg & Kenneth Fortson & David Stapleton & Noelle Denny-Brown & Rosalind Keith & David R. Mann & Heinrich Hock & Heather Gordon, "undated". "Promoting Opportunity Demonstration: Design Report," Mathematica Policy Research Reports a7bdd8ca145748bd892b3438d, Mathematica Policy Research.
  33. Onur Altindag & Theodore J. Joyce & Julie A. Reeder, 2019. "Can Nonexperimental Methods Provide Unbiased Estimates of a Breastfeeding Intervention? A Within-Study Comparison of Peer Counseling in Oregon," Evaluation Review, , vol. 43(3-4), pages 152-188, June.
  34. Henrik Hansen & Ninja Ritter Klejnstrup & Ole Winckler Andersen, 2011. "A Comparison of Model-based and Design-based Impact Evaluations of Interventions in Developing Countries," IFRO Working Paper 2011/16, University of Copenhagen, Department of Food and Resource Economics.
  35. Xiaodan Hu & Pedro Villarreal, 2019. "Public Tuition on the Rise: Estimating the Effects of Louisiana’s Performance-Based Funding Policy on Institutional Tuition Levels," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(5), pages 636-669, August.
  36. Theodore J. Joyce & Sean Crockett & David A. Jaeger & Onur Altindag & Stephen D. O'Connell & Dahlia K. Remler, 2015. "Do Students Know Best? Choice, Classroom Time, and Academic Performance," NBER Working Papers 21656, National Bureau of Economic Research, Inc.
  37. Stefan KIRCHWEGER & Jochen KANTELHARDT & Friedrich LEISCH, 2015. "Impacts of the government-supported investments on the economic farm performance in Austria," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 61(8), pages 343-355.
  38. Lazzarini, Sergio G. & Musacchio, Aldo & Bandeira-de-Mello, Rodrigo & Marcon, Rosilene, 2015. "What Do State-Owned Development Banks Do? Evidence from BNDES, 2002–09," World Development, Elsevier, vol. 66(C), pages 237-253.
  39. Ben Weidmann & Luke Miratrix, 2021. "Lurking Inferential Monsters? Quantifying Selection Bias In Evaluations Of School Programs," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(3), pages 964-986, June.
  40. Barry Reilly & Robert Witt, 2021. "The Effect of League Design on Spectator Attendance: A Regression Discontinuity Design Approach," Journal of Sports Economics, , vol. 22(5), pages 514-545, June.
  41. Caitlin Kearns & Douglas Lee Lauen & Bruce Fuller, 2020. "Competing With Charter Schools: Selection, Retention, and Achievement in Los Angeles Pilot Schools," Evaluation Review, , vol. 44(2-3), pages 111-144, April.
  42. Robin Jacob & Marie-Andree Somers & Pei Zhu & Howard Bloom, 2016. "The Validity of the Comparative Interrupted Time Series Design for Evaluating the Effect of School-Level Interventions," Evaluation Review, , vol. 40(3), pages 167-198, June.
  43. Blackman, Allen & Villalobos, Laura, 2021. "¿Usar o perder los bosques?: Extracción regulada de madera y pérdida de cobertura forestal en México," IDB Publications (Working Papers) 11094, Inter-American Development Bank.
  44. John Deke & Mariel Finucane & Daniel Thal, "undated". "The BASIE (BAyeSian Interpretation of Estimates) Framework for Interpreting Findings from Impact Evaluations: A Practical Guide for Education Researchers," Mathematica Policy Research Reports 5a0d5dff375d42048799878be, Mathematica Policy Research.
  45. Yonatan Eyal, 2020. "Self-Assessment Variables as a Source of Information in the Evaluation of Intervention Programs: A Theoretical and Methodological Framework," SAGE Open, , vol. 10(1), pages 21582440198, January.
  46. Terri J. Sabol & Robert C. Pianta, 2014. "Do Standard Measures of Preschool Quality Used in Statewide Policy Predict School Readiness?," Education Finance and Policy, MIT Press, vol. 9(2), pages 116-164, March.
  47. Mihalic, Sharon F. & Elliott, Delbert S., 2015. "Evidence-based programs registry: Blueprints for Healthy Youth Development," Evaluation and Program Planning, Elsevier, vol. 48(C), pages 124-131.
  48. Andrew Wright & Brian Dollery & Michael Kortt & Shawn Leu, 2022. "The Impact of More Intensive Unemployment Benefit Requirements on Jobseekers’ Likelihood of Complying," The Economic Record, The Economic Society of Australia, vol. 98(320), pages 63-79, March.
  49. Fatih Unlu & Douglas Lee Lauen & Sarah Crittenden Fuller & Tiffany Berglund & Elc Estrera, 2021. "Can Quasi‐Experimental Evaluations That Rely On State Longitudinal Data Systems Replicate Experimental Results?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(2), pages 572-613, March.
  50. 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.
  51. Yang Tang & Thomas D. Cook, 2018. "Statistical Power for the Comparative Regression Discontinuity Design With a Pretest No-Treatment Control Function: Theory and Evidence From the National Head Start Impact Study," Evaluation Review, , vol. 42(1), pages 71-110, February.
  52. Wanjala, Bernadette M. & Muradian, Roldan, 2013. "Can Big Push Interventions Take Small-Scale Farmers out of Poverty? Insights from the Sauri Millennium Village in Kenya," World Development, Elsevier, vol. 45(C), pages 147-160.
  53. Katherine Baicker & Theodore Svoronos, 2019. "Testing the Validity of the Single Interrupted Time Series Design," NBER Working Papers 26080, National Bureau of Economic Research, Inc.
  54. Ron Zimmer & Brian Gill & Jonathon Attridge & Kaitlin Obenauf, "undated". "Charter School Authorizers and Student Achievement (Journal Article)," Mathematica Policy Research Reports 6e4664294f7341868c9a78142, Mathematica Policy Research.
  55. Jeremy L. Hall, 2009. "Evidence-Based Practice and the Use of Information in State Agency Decision-Making," Working Papers 2009-10, University of Kentucky, Institute for Federalism and Intergovernmental Relations.
  56. Jordan H. Rickles & Michael Seltzer, 2014. "A Two-Stage Propensity Score Matching Strategy for Treatment Effect Estimation in a Multisite Observational Study," Journal of Educational and Behavioral Statistics, , vol. 39(6), pages 612-636, December.
  57. 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.
  58. Deribe Assefa Aga & N. Noorderhaven & B. Vallejo, 2018. "Project beneficiary participation and behavioural intentions promoting project sustainability: The mediating role of psychological ownership," Development Policy Review, Overseas Development Institute, vol. 36(5), pages 527-546, September.
  59. Daniel Litwok, 2020. "Using Nonexperimental Methods to Address Noncompliance," Upjohn Working Papers 20-324, W.E. Upjohn Institute for Employment Research.
  60. Cousineau, Martin & Verter, Vedat & Murphy, Susan A. & Pineau, Joelle, 2023. "Estimating causal effects with optimization-based methods: A review and empirical comparison," European Journal of Operational Research, Elsevier, vol. 304(2), pages 367-380.
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