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Can Nonrandomized Experiments Yield Accurate Answers? A Randomized Experiment Comparing Random and Nonrandom Assignments
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- Zhexiao Lin & Peng Ding & Fang Han, 2023. "Estimation Based on Nearest Neighbor Matching: From Density Ratio to Average Treatment Effect," Econometrica, Econometric Society, vol. 91(6), pages 2187-2217, November.
- Wunsch, Conny & Strobl, Renate, 2018.
"Identification of causal mechanisms based on between-subject double randomization designs,"
CEPR Discussion Papers
13028, C.E.P.R. Discussion Papers.
- Strobl, Renate & Wunsch, Conny, 2018. "Identification of causal mechanisms based on between-subject double randomization designs," Working papers 2018/19, Faculty of Business and Economics - University of Basel.
- Conny Wunsch & Renate Strobl, 2018. "Identification of Causal Mechanisms Based on Between-Subject Double Randomization Design," CESifo Working Paper Series 7142, CESifo.
- Wunsch, Conny & Strobl, Renate, 2018. "Identification of Causal Mechanisms Based on Between-Subject Double Randomization Designs," IZA Discussion Papers 11626, Institute of Labor Economics (IZA).
- Nicholas Voorhees & Justin C. Ortagus & Erica Marti, 2023. "Give It a Swirl? An Examination of the Influence of 4-Year Students Taking Entry-Level Math Courses at the Local Community College," Research in Higher Education, Springer;Association for Institutional Research, vol. 64(1), pages 147-173, February.
- Jorgensen, Bjorn N. & Morley, Julia, 2017. "Discussion of “are related party transactions red flags?”," LSE Research Online Documents on Economics 80801, London School of Economics and Political Science, LSE Library.
- Masaki, Takaaki, 2016. "Coups d’État and Foreign Aid," World Development, Elsevier, vol. 79(C), pages 51-68.
- Kenneth Fortson & Natalya Verbitsky-Savitz & Emma Kopa & Philip Gleason, 2012. "Using an Experimental Evaluation of Charter Schools to Test Whether Nonexperimental Comparison Group Methods Can Replicate Experimental Impact Estimates," Mathematica Policy Research Reports 27f871b5b7b94f3a80278a593, Mathematica Policy Research.
- Yasemin Kisbu-Sakarya & Thomas D. Cook & Yang Tang & M. H. Clark, 2018. "Comparative Regression Discontinuity: A Stress Test With Small Samples," Evaluation Review, , vol. 42(1), pages 111-143, February.
- repec:mpr:mprres:7443 is not listed on IDEAS
- Minhui Zhou & Rachel Murphy & Ran Tao, 2014. "Effects of Parents' Migration on the Education of Children Left Behind in Rural China," Population and Development Review, The Population Council, Inc., vol. 40(2), pages 273-292, June.
- Vivian C. Wong & Peter M. Steiner, 2018. "Designs of Empirical Evaluations of Nonexperimental Methods in Field Settings," Evaluation Review, , vol. 42(2), pages 176-213, April.
- Dennis A. Kramer & Justin C. Ortagus & T. Austin Lacy, 2018. "Tuition-Setting Authority and Broad-Based Merit Aid: The Effect of Policy Intersection on Pricing Strategies," Research in Higher Education, Springer;Association for Institutional Research, vol. 59(4), pages 489-518, June.
- Nan Maxwell & Jeanne Bellotti & Peter Schochet & Paul Burkander & Emilyn Whitesell & Erin Dillon & Hande Inanc & Christian Geckeler & Raquel González, "undated". "Building College and Career Pathways for High School Students: Youth CareerConnect, Impact Findings Report," Mathematica Policy Research Reports 8b75d63f2a684f4d99689de18, Mathematica Policy Research.
- Mathur, Maya B & VanderWeele, Tyler, 2021. "Methods to address confounding and other biases in meta-analyses: Review and recommendations," OSF Preprints v7dtq, Center for Open Science.
- 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.
- Nikolova, Milena & Graham, Carol, 2015.
"In transit: The well-being of migrants from transition and post-transition countries,"
Journal of Economic Behavior & Organization, Elsevier, vol. 112(C), pages 164-186.
- Nikolova, Milena & Graham, Carol Lee, 2014. "In Transit: The Well-Being of Migrants from Transition and Post-Transition Countries," IZA Discussion Papers 8520, Institute of Labor Economics (IZA).
- Deborah Peikes & Erin Fries Taylor & Stacy Dale & Ann O'Malley & Arkadipta Ghosh & Grace Anglin & Kaylyn Swankoski & Aparajita Zutshi & Lara Converse & Randall Brown, "undated". "Evaluation of the Comprehensive Primary Care Initiative: Second Annual Report," Mathematica Policy Research Reports ba9f7ec1dc504e4abe15302c2, Mathematica Policy Research.
- Deborah Peikes & Grace Anglin & Erin Fries Taylor & Stacy Dale & Ann O'Malley & Arkadipta Ghosh & Kaylyn Swankoski & Lara Converse & Rosalind Keith & Mariel Finucane & Jesse Crosson & Anne Mutti & Tho, "undated". "Evaluation of the Comprehensive Primary Care Initiative: Third Annual Report," Mathematica Policy Research Reports 70714de1cb3d4620a5957f68d, Mathematica Policy Research.
- Guanglei Hong & Xu Qin & Fan Yang, 2018. "Weighting-Based Sensitivity Analysis in Causal Mediation Studies," Journal of Educational and Behavioral Statistics, , vol. 43(1), pages 32-56, February.
- 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.
- 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.
- 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.
- Akanksha Negi, 2020. "Doubly weighted M-estimation for nonrandom assignment and missing outcomes," Papers 2011.11485, arXiv.org.
- Rezaei, Ehsan Eyshi & Gaiser, Thomas, 2017. "Change in crop management strategies could double the maize yield in Africa," Discussion Papers 260154, University of Bonn, Center for Development Research (ZEF).
- Peter M. Steiner & Thomas D. Cook & William R. Shadish, 2011. "On the Importance of Reliable Covariate Measurement in Selection Bias Adjustments Using Propensity Scores," Journal of Educational and Behavioral Statistics, , vol. 36(2), pages 213-236, April.
- Lechner, Michael & Wunsch, Conny, 2013.
"Sensitivity of matching-based program evaluations to the availability of control variables,"
Labour Economics, Elsevier, vol. 21(C), pages 111-121.
- Lechner, Michael & Wunsch, Conny, 2011. "Sensitivity of matching-based program evaluations to the availability of control variables," Economics Working Paper Series 1105, University of St. Gallen, School of Economics and Political Science.
- Lechner, Michael & Wunsch, Conny, 2011. "Sensitivity of Matching-Based Program Evaluations to the Availability of Control Variables," IZA Discussion Papers 5553, Institute of Labor Economics (IZA).
- Michael Lechner & Conny Wunsch, 2011. "Sensitivity of Matching-Based Program Evaluations to the Availability of Control Variables," CESifo Working Paper Series 3381, CESifo.
- Lechner, Michael & Wunsch, Conny, 2011. "Sensitivity of matching-based program evaluations to the availability of control variables," CEPR Discussion Papers 8294, C.E.P.R. Discussion Papers.
- Ferraro, Paul J. & Miranda, Juan José, 2014. "The performance of non-experimental designs in the evaluation of environmental programs: A design-replication study using a large-scale randomized experiment as a benchmark," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PA), pages 344-365.
- Aloyce R. Kaliba & Anne G. Gongwe & Kizito Mazvimavi & Ashagre Yigletu, 2021. "Impact of Adopting Improved Seeds on Access to Broader Food Groups Among Small-Scale Sorghum Producers in Tanzania," SAGE Open, , vol. 11(1), pages 21582440209, January.
- 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).
- K. C. Culver & Nicholas A. Bowman, 2020. "Is What Glitters Really Gold? A Quasi-Experimental Study of First-Year Seminars and College Student Success," Research in Higher Education, Springer;Association for Institutional Research, vol. 61(2), pages 167-196, March.
- Vannieuwenhuyze, Jorre T.A. & Lynn, Peter, 2014. "Measurement effects between CAPI and Web questionnaires in the UK Household Longitudinal Study," Understanding Society Working Paper Series 2014-01, Understanding Society at the Institute for Social and Economic Research.
- Jessica Saunders & Layla Parast & Susan H Babey & Jeremy V Miles, 2017. "Exploring the differences between pet and non-pet owners: Implications for human-animal interaction research and policy," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-15, June.
- Gary T. Henry & Kevin C. Bastian & C. Kevin Fortner & David C. Kershaw & Kelly M. Purtell & Charles L. Thompson & Rebecca A. Zulli, 2014. "Teacher Preparation Policies and Their Effects on Student Achievement," Education Finance and Policy, MIT Press, vol. 9(3), pages 264-303, July.
- Goldberg, Matthew H., 2019. "How often does random assignment fail? Estimates and recommendations," OSF Preprints s2j4r, Center for Open Science.
- Legewie, Joscha & DiPrete, Thomas A., 2014. "The High School Environment and the Gender Gap in Science and Engineering," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 87(4), pages 259-280.
- Ainembabazi, John Herbert & Abdoulaye, Tahirou & Feleke, Shiferaw & Alene, Arega & Dontsop-Nguezet, Paul M. & Ndayisaba, Pierre Celestin & Hicintuka, Cyrille & Mapatano, Sylvain & Manyong, Victor, 2018. "Who benefits from which agricultural research-for-development technologies? Evidence from farm household poverty analysis in Central Africa," World Development, Elsevier, vol. 108(C), pages 28-46.
- 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.
- Colin Cannonier, 2009. "State Abstinence Education Programs and Teen Fertility in the U.S," Departmental Working Papers 2009-14, Department of Economics, Louisiana State University.
- George C. Galster & Anna Maria Santiago & Richard J. Smith & Joffre Leroux, 2019. "Benefit–Cost Analysis of an Innovative Program for Self-Sufficiency and Homeownership," Evaluation Review, , vol. 43(1-2), pages 3-40, February.
- 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.
- 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.
- Xiang Zhou & Yu Xie, 2016. "Propensity Score–based Methods Versus MTE-based Methods in Causal Inference," Sociological Methods & Research, , vol. 45(1), pages 3-40, February.
- Joscha Legewie, 2018. "Living on the Edge: Neighborhood Boundaries and the Spatial Dynamics of Violent Crime," Demography, Springer;Population Association of America (PAA), vol. 55(5), pages 1957-1977, October.
- Laura Contalbrigo & Marta De Santis & Marica Toson & Maria Montanaro & Luca Farina & Aldo Costa & Felice Alfonso Nava, 2017. "The Efficacy of Dog Assisted Therapy in Detained Drug Users: A Pilot Study in an Italian Attenuated Custody Institute," IJERPH, MDPI, vol. 14(7), pages 1-16, June.
- 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.
- Samantha Marie Schenck, 2021. "Assessing the Employment Effects of California’s Paid Family Leave Program," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 47(3), pages 406-429, June.
- Peter M. Steiner & Vivian C. Wong, 2018. "Assessing Correspondence Between Experimental and Nonexperimental Estimates in Within-Study Comparisons," Evaluation Review, , vol. 42(2), pages 214-247, April.
- Brian Goesling & Joanne Lee, 2015. "Improving the Rigor of Quasi-Experimental Impact Evaluations: Lessons for Teen Pregnancy Prevention Researchers," Mathematica Policy Research Reports f4f8b24cbf874a3989d87cf89, Mathematica Policy Research.
- Kenneth Fortson & Philip Gleason & Emma Kopa & Natalya Verbitsky-Savitz, "undated". "Horseshoes, Hand Grenades, and Treatment Effects? Reassessing Bias in Nonexperimental Estimators," Mathematica Policy Research Reports 1c24988cd5454dd3be51fbc2c, Mathematica Policy Research.
- Jean Stockard, 2013. "Merging the accountability and scientific research requirements of the No Child Left Behind Act: using cohort control groups," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(4), pages 2225-2257, June.
- Anna Haskins, 2013. "Mass Imprisonment and the Intergenerational Transmission of Disadvantage: Paternal Incarceration and Children’s Cognitive Skill Development," Working Papers wp13-15-ff, Princeton University, School of Public and International Affairs, Center for Research on Child Wellbeing..
- Gregory C. Wolniak & Marjolein Muskens, 2021. "Undermatching and Noncognitive Development during the First Year of College: A Longitudinal Study of College Students in the Netherlands," Research in Higher Education, Springer;Association for Institutional Research, vol. 62(6), pages 855-884, September.
- Michael Broda & Eric Ekholm & Barbara Schneider & Amy C. Hutton, 2018. "Teachers’ Social Networks, College-Going Practices, and the Diffusion of a School-Based Reform Initiative," SAGE Open, , vol. 8(4), pages 21582440188, December.
- 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.
- Heissel, Jennifer, 2016. "The relative benefits of live versus online delivery: Evidence from virtual algebra I in North Carolina," Economics of Education Review, Elsevier, vol. 53(C), pages 99-115.
- Jordan H. Rickles, 2011. "Using Interviews to Understand the Assignment Mechanism in a Nonexperimental Study," Evaluation Review, , vol. 35(5), pages 490-522, October.
- Paul Burkander & Nan Maxwell & Menbere Shiferaw & Matt Jacobus & Alma Vigil & Charles Tilley & Alicia Harrington & Erin Dillon & Hande Inanc & Peter Schochet, "undated". "Building College and Career Pathways for High School Students: Youth CareerConnect, Technical Report for the Impact Study," Mathematica Policy Research Reports c0b91a97d65342eb82cf8eb7f, Mathematica Policy Research.
- Ana Kolar & Peter M. Steiner, 2021. "The Role of Sample Size to Attain Statistically Comparable Groups – A Required Data Preprocessing Step to Estimate Causal Effects With Observational Data," Evaluation Review, , vol. 45(5), pages 195-227, October.
- 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.
- Kari Lock Morgan & Donald B. Rubin, 2015. "Rerandomization to Balance Tiers of Covariates," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(512), pages 1412-1421, December.
- Justin C. Ortagus, 2018. "National Evidence of the Impact of First-Year Online Enrollment on Postsecondary Students’ Long-Term Academic Outcomes," Research in Higher Education, Springer;Association for Institutional Research, vol. 59(8), pages 1035-1058, December.
- 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.
- Youmi Suk & Hyunseung Kang, 2022. "Robust Machine Learning for Treatment Effects in Multilevel Observational Studies Under Cluster-level Unmeasured Confounding," Psychometrika, Springer;The Psychometric Society, vol. 87(1), pages 310-343, March.
- Zhang, Fangni & Graham, Daniel J. & Wong, Mark Siu Chun, 2018. "Quantifying the substitutability and complementarity between high-speed rail and air transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 191-215.
- Hansjoerg Gaus & Christoph Emanuel Mueller, 2011. "Evaluating Free-Choice Climate Education Interventions Applying Propensity Score Matching," Evaluation Review, , vol. 35(6), pages 673-722, December.
- 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.
- 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.
- Ethan J. Raker, 2020. "Natural Hazards, Disasters, and Demographic Change: The Case of Severe Tornadoes in the United States, 1980–2010," Demography, Springer;Population Association of America (PAA), vol. 57(2), pages 653-674, April.
- David M. Brasington, 2023. "The effect of open space maintenance spending on house prices," Journal of Regional Science, Wiley Blackwell, vol. 63(5), pages 1053-1072, November.
- Xiaokang Luo & Tirthankar Dasgupta & Minge Xie & Regina Y. Liu, 2021. "Leveraging the Fisher randomization test using confidence distributions: Inference, combination and fusion learning," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 83(4), pages 777-797, September.
- 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.