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Misunderstandings between experimentalists and observationalists about causal inference


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Cited by:

  1. Sharique Hasan & Surendrakumar Bagde, 2015. "Peers and Network Growth: Evidence from a Natural Experiment," Management Science, INFORMS, vol. 61(10), pages 2536-2547, October.
  2. Victoria Fan & Anup Karan & Ajay Mahal, 2012. "State health insurance and out-of-pocket health expenditures in Andhra Pradesh, India," International Journal of Health Economics and Management, Springer, vol. 12(3), pages 189-215, September.
  3. Moreno-Serra R, "undated". "Health Programme Evaluation by Propensity Score Matching: Accounting for Treatment Intensity and Health Externalities with an Application to Brazil," Health, Econometrics and Data Group (HEDG) Working Papers 09/05, HEDG, c/o Department of Economics, University of York.
  4. 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.
  5. Francesco Lamperti & Roberto Mavilia & Simona Castellini, 2017. "The role of Science Parks: a puzzle of growth, innovation and R&D investments," The Journal of Technology Transfer, Springer, vol. 42(1), pages 158-183, February.
  6. Behncke S, 2009. "How Does Retirement Affect Health?," Health, Econometrics and Data Group (HEDG) Working Papers 09/11, HEDG, c/o Department of Economics, University of York.
  7. Simone Bertoli & Francesca Marchetta, 2014. "Migration, Remittances and Poverty in Ecuador," Journal of Development Studies, Taylor & Francis Journals, vol. 50(8), pages 1067-1089, August.
  8. Jones, Andrew M. & Rice, Nigel & Zantomio, Francesca, 2020. "Acute health shocks and labour market outcomes: Evidence from the post crash era," Economics & Human Biology, Elsevier, vol. 36(C).
  9. Tenglong Li & Kenneth A. Frank, 2020. "The probability of a robust inference for internal validity and its applications in regression models," Papers 2005.12784,
  10. Oliver Tiemann & Jonas Schreyögg, 2012. "Changes in hospital efficiency after privatization," Health Care Management Science, Springer, vol. 15(4), pages 310-326, December.
  11. Patrick Christian Feihle & Jochen Lawrenz, 2017. "The Issuance of German SME Bonds and its Impact on Operating Performance," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(3), pages 227-259, August.
  12. Vargas Da Cruz,Marcio Jose, 2014. "Do export promotion agencies promote new exporters ?," Policy Research Working Paper Series 7004, The World Bank.
  13. Jason J. Sauppe & Sheldon H. Jacobson, 2017. "The role of covariate balance in observational studies," Naval Research Logistics (NRL), John Wiley & Sons, vol. 64(4), pages 323-344, June.
  14. Radice Rosalba & Ramsahai Roland & Grieve Richard & Kreif Noemi & Sadique Zia & Sekhon Jasjeet S., 2012. "Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach," The International Journal of Biostatistics, De Gruyter, vol. 8(1), pages 1-45, August.
  15. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
  16. Victoria Fan, Anup Karan, and Anjay Mahal, 2012. "State Health Insurance and Out-of-Pocket Health Expenditures in Andhra Pradesh, India - Working Paper 298," Working Papers 298, Center for Global Development.
  17. Berta, Paolo & Callea, Giuditta & Martini, Gianmaria & Vittadini, Giorgio, 2010. "The effects of upcoding, cream skimming and readmissions on the Italian hospitals efficiency: A population-based investigation," Economic Modelling, Elsevier, vol. 27(4), pages 812-821, July.
  18. Anderson, Brian S, 2018. "Endogeneity and Entrepreneurship Research," OSF Preprints 75tn8, Center for Open Science.
  19. Maurizio Canavari & Andreas C. Drichoutis & Jayson L. Lusk & Rodolfo M. Nayga, Jr., 2018. "How to run an experimental auction: A review of recent advances," Working Papers 2018-5, Agricultural University of Athens, Department Of Agricultural Economics.
  20. Miriam Bruhn & David McKenzie, 2009. "In Pursuit of Balance: Randomization in Practice in Development Field Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 200-232, October.
  21. Sam Sims & Jake Anders & Matthew Inglis & Hugues Lortie-Forgues, 2020. "Quantifying 'promising trials bias' in randomized controlled trials in education," CEPEO Working Paper Series 20-16, Centre for Education Policy and Equalising Opportunities, UCL Institute of Education, revised Nov 2020.
  22. Jan Stede, 2019. "Do Energy Efficiency Networks Save Energy? Evidence from German Plant-Level Data," Discussion Papers of DIW Berlin 1813, DIW Berlin, German Institute for Economic Research.
  23. 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.
  24. Bailey, Michael & Hopkins, Daniel J. & Rogers, Todd, 2013. "Unresponsive and Unpersuaded: The Unintended Consequences of Voter Persuasion Efforts," Working Paper Series rwp13-034, Harvard University, John F. Kennedy School of Government.
  25. Manuel Gomes & Richard Grieve & Richard Nixon & Edmond S.‐W. Ng & James Carpenter & Simon G. Thompson, 2012. "Methods For Covariate Adjustment In Cost‐Effectiveness Analysis That Use Cluster Randomised Trials," Health Economics, John Wiley & Sons, Ltd., vol. 21(9), pages 1101-1118, September.
  26. Reichert, Arndt R., 2012. "Obesity, Weight Loss, and Employment Prospects – Evidence from a Randomized Trial," Ruhr Economic Papers 381, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  27. Weneyam Hippolyte Balima & Jean-Louis Combes & Alexandru Minea, 2015. "Sovereign Debt Risk in Emerging Countries: Does Inflation Targeting Adoption Make Any Difference?," Working Papers halshs-01128239, HAL.
  28. Zhaoyang Liu & Jintao Xu & Xiaojun Yang & Qin Tu & Nick Hanley & Andreas Kontoleon, 2019. "Performance of Agglomeration Bonuses in Conservation Auctions: Lessons from a Framed Field Experiment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(3), pages 843-869, July.
  29. Jeremy Bowles & Horacio Larreguy & Shelley Liu, 2020. "Countering misinformation via WhatsApp: Preliminary evidence from the COVID-19 pandemic in Zimbabwe," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-11, October.
  30. Yoshito Takasaki, 2019. "Disability and Poverty: Landmine Amputees in Cambodia," CIRJE F-Series CIRJE-F-1118, CIRJE, Faculty of Economics, University of Tokyo.
  31. Qiu, Yueming & Kahn, Matthew E., 2019. "Impact of voluntary green certification on building energy performance," Energy Economics, Elsevier, vol. 80(C), pages 461-475.
  32. Marco Caliendo & Stefan Tübbicke, 2020. "New evidence on long-term effects of start-up subsidies: matching estimates and their robustness," Empirical Economics, Springer, vol. 59(4), pages 1605-1631, October.
  33. 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.
  34. Alejandro Noriega & Alex Pentland, 2020. "Representativity and Networked Interference in Data-Rich Field Experiments: A Large-Scale RCT in Rural Mexico," World Bank Economic Review, World Bank Group, vol. 34(Supplemen), pages 35-39.
  35. Shen, Chung-Hua & Wu, Meng-Wen & Chen, Ting-Hsuan & Fang, Hao, 2016. "To engage or not to engage in corporate social responsibility: Empirical evidence from global banking sector," Economic Modelling, Elsevier, vol. 55(C), pages 207-225.
  36. Luca Zanin & Rosalba Radice & Giampiero Marra, 2013. "Estimating the Effect of Perceived Risk of Crime on Social Trust in the Presence of Endogeneity Bias," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(2), pages 523-547, November.
  37. Noah Buckley & Timothy Frye & Scott Gehlbach & Lauren McCarthy, 2012. "Cooperating with the State: Evidence from Survey Experiments on Policing in Mosscow," HSE Working papers WP BRP 09/PS/2012, National Research University Higher School of Economics.
  38. Ho, Daniel & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2011. "MatchIt: Nonparametric Preprocessing for Parametric Causal Inference," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i08).
  39. Adeola Oyenubi & Martin Wittenberg, 0. "Does the choice of balance-measure matter under genetic matching?," Empirical Economics, Springer, vol. 0, pages 1-14.
  40. Kluve, Jochen & Schneider, Hilmar & Uhlendorff, Arne & Zhao, Zhong, 2012. "Evaluating continuous training programmes by using the generalized propensity score," EconStor Open Access Articles, ZBW - Leibniz Information Centre for Economics, pages 587-617.
  41. Stacia M. DeSantis & Christos Lazaridis & Shuang Ji & Francis G. Spinale, 2014. "Analyzing propensity matched zero-inflated count outcomes in observational studies," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(1), pages 127-141, January.
  42. Tebkieta Alexandra TAPSOBA, 2017. "Poverty, disasters and remittances: do remittances and past disasters influence households’ resilience?," Working Papers 201708, CERDI.
  43. Asankha Pallegedara, 2018. "Impacts of chronic non-communicable diseases on households’ out-of-pocket healthcare expenditures in Sri Lanka," International Journal of Health Economics and Management, Springer, vol. 18(3), pages 301-319, September.
  44. Solomon Asfaw & Silvio Daidone & Benjamin Davis & Josh Dewbre & Alessandro Romeo & Paul Winters & Katia Covarrubias & Habiba Djebbari, "undated". "Analytical Framework for Evaluating the Productive Impact of Cash Transfer Programmes on Household Behaviour – Methodological Guidelines for the From Protection to Production Project," Working Papers 101, International Policy Centre for Inclusive Growth.
  45. Eliana V. Jimenez & Richard P.C. Brown, 2008. "Assessing the poverty impacts of remittances with alternative counterfactual income estimates," Discussion Papers Series 375, School of Economics, University of Queensland, Australia.
  46. repec:zbw:rwirep:0381 is not listed on IDEAS
  47. Tian Heong Chan & Francis de Véricourt & Omar Besbes, 2019. "Contracting in Medical Equipment Maintenance Services: An Empirical Investigation," Management Science, INFORMS, vol. 65(3), pages 1136-1150, March.
  48. Srhoj, Stjepan & Walde, Janette, 2020. "Getting ready for EU Single Market: The effect of export-oriented grant schemes on firm performance," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 279-293.
  49. Tebkieta Alexandra Tapsoba, 2017. "Poverty, disasters and remittances: do remittances and past disasters influence households’ resilience?," Working Papers halshs-01512716, HAL.
  50. Slotwinski, Michaela & Stutzer, Alois & Gorinas, Cédric, 2017. "Democratic Involvement and Immigrants' Compliance with the Law," IZA Discussion Papers 10550, Institute of Labor Economics (IZA).
  51. Silvio Daidone & Sudhanshu Handa & Benjamin Davis & Mike Park & Robert D. Osei & Isaac Osei-Akoto, 2015. "Social Networks and Risk Management in Ghana’s Livelihood Empowerment Against Poverty Programme," Papers inwopa781, Innocenti Working Papers.
  52. Quan Zhou & Philip A Ernst & Kari Lock Morgan & Donald B Rubin & Anru Zhang, 2018. "Sequential rerandomization," Biometrika, Biometrika Trust, vol. 105(3), pages 745-752.
  53. 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.
  54. Wichman, Casey J. & Ferraro, Paul J., 2017. "A cautionary tale on using panel data estimators to measure program impacts," Economics Letters, Elsevier, vol. 151(C), pages 82-90.
  55. repec:mpr:mprres:8128 is not listed on IDEAS
  56. Arndt Reichert, 2012. "Obesity, Weight Loss, and Employment Prospects – Evidence from a Randomized Trial," Ruhr Economic Papers 0381, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  57. Hao Zhang & Eddy van Doorslaer & Ling Xu & Yaoguang Zhang & Joris van de Klundert, 2019. "Can a results‐based bottom‐up reform improve health system performance? Evidence from the rural health project in China," Health Economics, John Wiley & Sons, Ltd., vol. 28(10), pages 1204-1219, October.
  58. Vargas Da Cruz,Marcio Jose, 2014. "Do export promotion agencies promote new exporters ?," Policy Research Working Paper Series 7004, The World Bank.
  59. Marco Caliendo & Stefan Tübbicke, 0. "New evidence on long-term effects of start-up subsidies: matching estimates and their robustness," Empirical Economics, Springer, vol. 0, pages 1-27.
  60. Jason J. Sauppe & Sheldon H. Jacobson & Edward C. Sewell, 2014. "Complexity and Approximation Results for the Balance Optimization Subset Selection Model for Causal Inference in Observational Studies," INFORMS Journal on Computing, INFORMS, vol. 26(3), pages 547-566, August.
  61. James B. Kau & Lu Fang & Henry J. Munneke, 2019. "An Unintended Consequence of Mortgage Financing Regulation – a Racial Disparity," The Journal of Real Estate Finance and Economics, Springer, vol. 59(4), pages 549-588, November.
  62. Tenglong Li & Kenneth A. Frank, 2019. "On the probability of a causal inference is robust for internal validity," Papers 1906.08726,
  63. Gomes, M & Grieve, R, 2011. "Estimating the Effects of Friendship Networks on Health Behaviors of Adolescents," Health, Econometrics and Data Group (HEDG) Working Papers 11/14, HEDG, c/o Department of Economics, University of York.
  64. Kazuhiko Yokota & Kyosuke Kurita & Shujiro Urata, 2016. "In Search of the Learning-by-Exporting Effect: Role of Economies of Scale and Technology," China Economic Policy Review (CEPR), World Scientific Publishing Co. Pte. Ltd., vol. 5(01), pages 1-27, June.
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