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Examination of the synthetic control method for evaluating health policies with multiple treated units

Citations

Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. Method of the month: Synthetic control
    by Sam Watson in The Academic Health Economists' Blog on 2017-11-02 12:00:00
  2. Method of the month: Permutation tests
    by Sam Watson in The Academic Health Economists' Blog on 2019-02-20 09:00:22

Citations

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Cited by:

  1. Kovacs, Roxanne & Dunaiski, Maurice & Tukiainen, Janne, 2020. "Compulsory face mask policies do not affect community mobility in Germany," EconStor Preprints 218945, ZBW - Leibniz Information Centre for Economics.
  2. Matthew A. Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 553-580, August.
  3. Xiangfei Ma & Yifan Ruan & Qiying Yang, 2023. "Evaluating China’s Common Prosperity Policies against the Background of Green Development by Using the PMC Model," Sustainability, MDPI, vol. 15(10), pages 1-13, May.
  4. Eli Ben‐Michael & Avi Feller & Jesse Rothstein, 2022. "Synthetic controls with staggered adoption," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 351-381, April.
  5. Mitze, Timo & Kosfeld, Reinhold & Rode, Johannes & Wälde, Klaus, 2020. "Face Masks Considerably Reduce COVID-19 Cases in Germany: A Synthetic Control Method Approach," IZA Discussion Papers 13319, Institute of Labor Economics (IZA).
  6. Olper, Alessandro & Curzi, Daniele & Swinnen, Johan, 2018. "Trade liberalization and child mortality: A Synthetic Control Method," World Development, Elsevier, vol. 110(C), pages 394-410.
  7. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
  8. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2020. "Ensuring Stability, Accuracy and Meaningfulness in Synthetic Control Methods: The Regularized SHAP-Distance Method," IREA Working Papers 202005, University of Barcelona, Research Institute of Applied Economics, revised Apr 2020.
  9. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
  10. Lina Maria Ellegård & Jens Dietrichson & Anders Anell, 2018. "Can pay‐for‐performance to primary care providers stimulate appropriate use of antibiotics?," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 39-54, January.
  11. Taylor K. Odle, 2022. "Free to Spend? Institutional Autonomy and Expenditures on Executive Compensation, Faculty Salaries, and Research Activities," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(1), pages 1-32, February.
  12. Matej Opatrny, 2021. "The impact of the Brexit vote on UK financial markets: a synthetic control method approach," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(2), pages 559-587, May.
  13. Ranjeeta Thomas & Laia Cirera & Joe Brew & Francisco Saúte & Elisa Sicuri, 2021. "The short‐term impact of a malaria elimination initiative in Southern Mozambique: Application of the synthetic control method to routine surveillance data," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2168-2184, September.
  14. Ben Katoka & Huck‐ju Kwon, 2021. "A Paradox of New Deal and Foreign Aid for Fragile States in Sub‐Saharan Africa," Global Policy, London School of Economics and Political Science, vol. 12(5), pages 639-652, November.
  15. Brett Parker, 2021. "Death Penalty Statutes and Murder Rates: Evidence From Synthetic Controls," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 18(3), pages 488-533, September.
  16. Roxanne Kovacs & Maurice Dunaiski & Janne Tukiainen, 2023. "The effect of compulsory face mask policies on community mobility in Germany," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(4), pages 1027-1055, October.
  17. Chan, Ho Fai & Gangl, Katharina & Supriyadi, Mohammad Wangsit & Torgler, Benno, 2023. "The effects of increased monitoring on high wealth individuals: Evidence from a quasi-natural experiment in Indonesia," Journal of Economic Behavior & Organization, Elsevier, vol. 215(C), pages 244-267.
  18. Daniel Steffen, 2017. "The Effect of a Second Home Construction Ban on Real Estate Prices," Diskussionsschriften credresearchpaper18, Universitaet Bern, Departement Volkswirtschaft - CRED.
  19. Christian Kümpel, 2019. "Do financial incentives influence the hospitalization rate of nursing home residents? Evidence from Germany," Health Economics, John Wiley & Sons, Ltd., vol. 28(11), pages 1235-1247, November.
  20. Geoffroy Enjolras & Magali Aubert, 2020. "How does crop insurance influence pesticide use? Evidence from French farms," Review of Agricultural, Food and Environmental Studies, Springer, vol. 101(4), pages 461-485, December.
  21. Ferman, Bruno & Pinto, Cristine, 2016. "Revisiting the Synthetic Control Estimator," MPRA Paper 73982, University Library of Munich, Germany.
  22. repec:lic:licosd:38717 is not listed on IDEAS
  23. Scheifele, F. & Bräuning, M. & Probst, B., 2022. "The impact of local content requirements on the development of export competitiveness in solar and wind technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
  24. Gaughan, James & Gutacker, Nils & Grašič, Katja & Kreif, Noemi & Siciliani, Luigi & Street, Andrew, 2019. "Paying for efficiency: Incentivising same-day discharges in the English NHS," Journal of Health Economics, Elsevier, vol. 68(C).
  25. Gius, Mark, 2020. "Examining the impact of child access prevention laws on youth firearm suicides using the synthetic control method," International Review of Law and Economics, Elsevier, vol. 63(C).
  26. Cil, Gulcan, 2017. "Effects of posted point-of-sale warnings on alcohol consumption during pregnancy and on birth outcomes," Journal of Health Economics, Elsevier, vol. 53(C), pages 131-155.
  27. Emery, Thomas & Mélon, Lela & Spruk, Rok, 2023. "Does e-procurement matter for economic growth? Subnational evidence from Australia," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 318-334.
  28. María José Aragón & Martin Chalkley & Noémi Kreif, 2022. "The long‐run effects of diagnosis related group payment on hospital lengths of stay in a publicly funded health care system: Evidence from 15 years of micro data," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 956-972, June.
  29. Jones, Benjamin A. & Goodkind, Andrew L., 2019. "Urban afforestation and infant health: Evidence from MillionTreesNYC," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 26-44.
  30. Gabrielle Pepin, 2022. "The effects of welfare time limits on access to financial resources: Evidence from the 2010s," Southern Economic Journal, John Wiley & Sons, vol. 88(4), pages 1343-1372, April.
  31. Ngo, Diana K.L. & Bauhoff, Sebastian, 2021. "The medium-run and scale-up effects of performance-based financing: An extension of Rwanda’s 2006 trial using secondary data," World Development, Elsevier, vol. 139(C).
  32. Damm, Yannic & Cisneros, Elías & Börner, Jan, 2024. "Beyond Deforestation Reductions: Public Disclosure, Land-Use Change and Commodity Sourcing," World Development, Elsevier, vol. 175(C).
  33. Irene Botosaru & Bruno Ferman, 2019. "On the role of covariates in the synthetic control method," The Econometrics Journal, Royal Economic Society, vol. 22(2), pages 117-130.
  34. Denti, Daria & Iammarino, Simona, 2022. "Coming Out of the Woods. Do local support services influence the propensity to report sexual violence?," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 334-352.
  35. Blouri, Yashar & Ehrlich, Maximilian V., 2020. "On the optimal design of place-based policies: A structural evaluation of EU regional transfers," Journal of International Economics, Elsevier, vol. 125(C).
  36. Taylor K. Odle & Jennifer A. Delaney, 2022. "You are Admitted! Early Evidence on Enrollment from Idaho’s Direct Admissions System," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(6), pages 899-932, September.
  37. Jaume Puig‐Junoy & Jaime Pinilla, 2020. "Free prescriptions for low‐income pensioners? The cost of returning to free‐of‐charge drugs in the Spanish National Health Service," Health Economics, John Wiley & Sons, Ltd., vol. 29(12), pages 1804-1812, December.
  38. Roesel, Felix, 2017. "Do mergers of large local governments reduce expenditures? – Evidence from Germany using the synthetic control method," European Journal of Political Economy, Elsevier, vol. 50(C), pages 22-36.
  39. Mitze, Timo & Kosfeld, Reinhold & Rode, Johannes & Wälde, Klaus, 2020. "Face masks considerably reduce COVID-19 cases in Germany," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 124587, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
  40. Becker, Maike & Pfeifer, Gregor & Schweikert, Karsten, 2021. "Price Effects of the Austrian Fuel Price Fixing Act: A Synthetic Control Study," Energy Economics, Elsevier, vol. 97(C).
  41. Robbiano, Simone, 2022. "The innovative impact of public research institutes: Evidence from Italy," Research Policy, Elsevier, vol. 51(10).
  42. Søren Rud Kristensen, 2017. "Financial Penalties for Performance in Health Care," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 143-148, February.
  43. Jones, Benjamin A., 2018. "Spillover health effects of energy efficiency investments: Quasi-experimental evidence from the Los Angeles LED streetlight program," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 283-299.
  44. Kwon, Seokbeom & Marco, Alan C., 2021. "Can antitrust law enforcement spur innovation? Antitrust regulation of patent consolidation and its impact on follow-on innovations," Research Policy, Elsevier, vol. 50(9).
  45. Camilla Beck Olsen & Hans Olav Melberg, 2018. "Did adolescents in Norway respond to the elimination of copayments for general practitioner services?," Health Economics, John Wiley & Sons, Ltd., vol. 27(7), pages 1120-1130, July.
  46. Robbiano, Simone, 2021. "The innovative impact of public research institutes: evidence from Italy," MPRA Paper 106386, University Library of Munich, Germany.
  47. Giovanni Mellace & Alessandra Pasquini, 2019. "Identify More, Observe Less: Mediation Analysis Synthetic Control," CEIS Research Paper 474, Tor Vergata University, CEIS, revised 20 Nov 2019.
  48. Fredriksen, Kaja & Runst, Petrik, 2018. "Are estimates of the "natural experiment" in the German crafts sector causal?," ifh Working Papers 16/2018, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
  49. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2021. "The Augmented Synthetic Control Method," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1789-1803, October.
  50. Matej Opatrny, 2017. "Quantifying the Effects of the CNB's Exchange Rate Commitment: A Synthetic Control Method Approach," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(6), pages 539-577, October.
  51. Muhammad Jehangir Amjad & Devavrat Shah & Dennis Shen, 2017. "Robust Synthetic Control," Papers 1711.06940, arXiv.org.
  52. Christl, Michael, 2020. "The Labour Market Effects of a Refugee Wave. A Replication Study of Peri and Yasenov (Journal of Human Resources, 2019)," International Journal for Re-Views in Empirical Economics (IREE), ZBW - Leibniz Information Centre for Economics, vol. 4(2020-4), pages 1-15.
  53. Mellace, Giovanni & Pasquini, Alessandra, 2019. "Identify More, Observe Less: Mediation Analysis: Mediation Analysis Synthetic Control," Discussion Papers on Economics 12/2019, University of Southern Denmark, Department of Economics.
  54. Giampiero Marra & Rosalba Radice & David M. Zimmer, 2020. "Estimating the binary endogenous effect of insurance on doctor visits by copula‐based regression additive models," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(4), pages 953-971, August.
  55. Ketevani Kapanadze, 2021. "Checkmate! Losing with Borders, Winning with Centers. The Case of European Integration," CERGE-EI Working Papers wp716, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  56. Lizhong Peng, 2017. "How Does Medicaid Expansion Affect Premiums in the Health Insurance Marketplaces? New Evidence from Late Adoption in Pennsylvania and Indiana," American Journal of Health Economics, MIT Press, vol. 3(4), pages 550-576, Fall.
  57. Price, Sarah & Zhang, Xiaohui & Spencer, Anne, 2020. "Measuring the impact of national guidelines: What methods can be used to uncover time-varying effects for healthcare evaluations?," Social Science & Medicine, Elsevier, vol. 258(C).
  58. Christoph F. Kurz & Martin Rehm & Rolf Holle & Christina Teuner & Michael Laxy & Larissa Schwarzkopf, 2019. "The effect of bariatric surgery on health care costs: A synthetic control approach using Bayesian structural time series," Health Economics, John Wiley & Sons, Ltd., vol. 28(11), pages 1293-1307, November.
  59. Kishore, P. & Roy, D. & Birthal, P.S. & Srivastava, S.K., 2024. "Regulation, and Policy Response to Groundwater Preservation in India," IAMO Policy Briefs 344994, Institute of Agricultural Development in Transition Economies (IAMO).
  60. Alexander S. Skorobogatov, 2021. "The effect of alcohol sales restrictions on alcohol poisoning mortality: Evidence from Russia," Health Economics, John Wiley & Sons, Ltd., vol. 30(6), pages 1417-1442, June.
  61. Daniel Albalate & Germà Bel, 2018. "“Do government formation deadlocks damage economic growth? Evidence from history’s longest period of political deadlock”," IREA Working Papers 201817, University of Barcelona, Research Institute of Applied Economics, revised Jul 2018.
  62. Philippe Loyson & Rianne Luijendijk & Sweder van Wijnbergen, 2023. "The pricing of climate transition risk in Europe’s equity market," Working Papers 788, DNB.
  63. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
  64. Tomasz Serwach, 2022. "The European Union and within-country income inequalities. The case of the New Member States," Working Papers hal-03548416, HAL.
  65. López-Cazar, Ibeth & Papyrakis, Elissaios & Pellegrini, Lorenzo, 2021. "The Extractive Industries Transparency Initiative (EITI) and corruption in Latin America: Evidence from Colombia, Guatemala, Honduras, Peru, and Trinidad and Tobago," Resources Policy, Elsevier, vol. 70(C).
  66. Gius, Mark, 2019. "Using the synthetic control method to determine the effects of concealed carry laws on state-level murder rates," International Review of Law and Economics, Elsevier, vol. 57(C), pages 1-11.
  67. Jianfei Cao & Shirley Lu, 2019. "Synthetic Control Inference for Staggered Adoption: Estimating the Dynamic Effects of Board Gender Diversity Policies," Papers 1912.06320, arXiv.org.
  68. Chen, Jiandong & Huang, Shasha & Shen, Zhiyang & Song, Malin & Zhu, Zunhong, 2022. "Impact of sulfur dioxide emissions trading pilot scheme on pollution emissions intensity: A study based on the synthetic control method," Energy Policy, Elsevier, vol. 161(C).
  69. Haobing Liu & Daejin Kim & Hanyan Li & Michael O. Rodgers & Randall Guensler, 2024. "Synthetic control methods for estimating the effect of purchase incentives on plug-in electric vehicles sales in the United States," Transportation, Springer, vol. 51(4), pages 1209-1238, August.
  70. Nikolova, Milena, 2019. "Switching to self-employment can be good for your health," Journal of Business Venturing, Elsevier, vol. 34(4), pages 664-691.
  71. Bernardo García Bulle & Dennis Shen & Devavrat Shah & Anette E. Hosoi, 2022. "Public health implications of opening National Football League stadiums during the COVID-19 pandemic," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 119(14), pages 2114226119-, April.
  72. Mark Gius, 2019. "Using the Synthetic Control Method to Determine the Effect of Ultrasound Laws on State-Level Abortion Rates," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 47(2), pages 205-215, June.
  73. Wu, Rongxin & Tan, Zhizhou & Lin, Boqiang, 2023. "Does carbon emission trading scheme really improve the CO2 emission efficiency? Evidence from China's iron and steel industry," Energy, Elsevier, vol. 277(C).
  74. Samuel Verevis & Murat Üngör, 2021. "What has New Zealand gained from The FTA with China?: Two counterfactual analyses†," Scottish Journal of Political Economy, Scottish Economic Society, vol. 68(1), pages 20-50, February.
  75. Kate W. Strully & Robert Bozick & Ying Huang & Lane F. Burgette, 2020. "Employer Verification Mandates and Infant Health," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(6), pages 1143-1184, December.
  76. Nicholas Illenberger & Dylan S. Small & Pamela A. Shaw, 2019. "Regression to the Mean's Impact on the Synthetic Control Method: Bias and Sensitivity Analysis," Papers 1909.04706, arXiv.org.
  77. Cattan, Sarah & Lereya, Suzet Tanya & Yoon, Yeosun & Gilbert, Ruth & Deighton, Jessica, 2023. "The impact of area level mental health interventions on outcomes for secondary school pupils: Evidence from the HeadStart programme in England," Economics of Education Review, Elsevier, vol. 96(C).
  78. Myoung-jae Lee & Yasuyuki Sawada, 2020. "Review on Difference in Differences," Korean Economic Review, Korean Economic Association, vol. 36, pages 135-173.
  79. Adu, Derick T. & Li, Wenying & Sawadgo, Wendiam, 2022. "Trade Growth Under the U.S. African Growth and Opportunity Act: A Synthetic Control Method with Multiple Treated Units," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322287, Agricultural and Applied Economics Association.
  80. Christopher J. Chen & Nitish Jain & S. Alex Yang, 2023. "The Impact of Trade Credit Provision on Retail Inventory: An Empirical Investigation Using Synthetic Controls," Management Science, INFORMS, vol. 69(8), pages 4591-4608, August.
  81. Kuan‐Ming Huang & Xiaoli Etienne, 2021. "Impact of Marcellus and Utica shale exploitation on Ohio, Pennsylvania, and West Virginia Regional Economies: A synthetic control analysis," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1449-1479, December.
  82. Maamoun, Nada, 2019. "The Kyoto protocol: Empirical evidence of a hidden success," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 227-256.
  83. Kaul, Ashok & Klößner, Stefan & Pfeifer, Gregor & Schieler, Manuel, 2015. "Synthetic Control Methods: Never Use All Pre-Intervention Outcomes Together With Covariates," MPRA Paper 83790, University Library of Munich, Germany.
  84. Cummins Joseph & Miller Douglas L. & Smith Brock & Simon David, 2024. "Matching on Noise: Finite Sample Bias in the Synthetic Control Estimator," Journal of Econometric Methods, De Gruyter, vol. 13(1), pages 67-95, January.
  85. Amos Z. B. Flomo & Elissaios Papyrakis & Natascha Wagner, 2023. "Evaluating the economic effects of the Ebola virus disease in Liberia: A synthetic control approach," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(6), pages 1478-1504, August.
  86. Olexiy Kyrychenko, 2021. "The Impact of the Crisis-inducted Reduction in Air Pollution on Infant Mortality in India: A Policy Perspective," CERGE-EI Working Papers wp702, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  87. Alena Bachleitner, 2017. "Abolishing the Wealth Tax. A Case Study for Germany," WIFO Working Papers 545, WIFO.
  88. Nikolova, Milena, 2018. "Self-Employment Can Be Good for Your Health," GLO Discussion Paper Series 226, Global Labor Organization (GLO).
  89. Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
  90. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2021. "Decoupling synthetic control methods to ensure stability, accuracy and meaningfulness," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 12(4), pages 549-584, December.
  91. Genevieve Reich, 2024. "Determining the impact of the 2004 Australian Baby Bonus on fertility rates using a synthetic control analysis," Australian Economic Papers, Wiley Blackwell, vol. 63(S1), pages 23-32, May.
  92. Banal-Estañol, Albert & Jofre-Bonet, Mireia & Iori, Giulia & Maynou, Laia & Tumminello, Michele & Vassallo, Pietro, 2023. "Performance-based research funding: Evidence from the largest natural experiment worldwide," Research Policy, Elsevier, vol. 52(6).
  93. Oliver, Edward & Kourouklis, Dimitrios & Jofre-Bonet, Mireia, 2024. "Do R&D tax credits impact pharmaceutical innovation? Evidence from a synthetic control approach," Research Policy, Elsevier, vol. 53(8).
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