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Volumn 9, Issue 2, 2013, Pages 129-144

Propensity score analysis: Promise, reality and irrational exuberance

Author keywords

Nonrandomized experiment; Propensity score; Quasi experiment

Indexed keywords


EID: 84878112103     PISSN: 15733750     EISSN: 15728315     Source Type: Journal    
DOI: 10.1007/s11292-012-9166-8     Document Type: Review
Times cited : (68)

References (30)
  • 2
    • 56749125132 scopus 로고    scopus 로고
    • Three conditions under which experiments and observational studies produce comparable causal estimates: new findings from within-study comparisons
    • Cook, T. D., Shadish, W. R., & Wong, V. C. (2008). Three conditions under which experiments and observational studies produce comparable causal estimates: new findings from within-study comparisons. Journal of Policy Analysis and Management, 27, 724-750.
    • (2008) Journal of Policy Analysis and Management , vol.27 , pp. 724-750
    • Cook, T.D.1    Shadish, W.R.2    Wong, V.C.3
  • 3
    • 84858079671 scopus 로고    scopus 로고
    • Generalized propensity score for estimating the average treatment effect of multiple treatments
    • doi:10.1002/sim.4168
    • Feng, P., Zhou, Z.-H., Zou, Q.-M., Fan, M.-Y., & Li, X.-S. (2011). Generalized propensity score for estimating the average treatment effect of multiple treatments. Statistics in Medicine, 12, 681-697. doi: 10. 1002/sim. 4168.
    • (2011) Statistics in Medicine , vol.12 , pp. 681-697
    • Feng, P.1    Zhou, Z.-H.2    Zou, Q.-M.3    Fan, M.-Y.4    Li, X.-S.5
  • 4
    • 84858432861 scopus 로고    scopus 로고
    • Too good to be true. Publication bias in two prominent studies from experimental psychology
    • doi:10.3758/s13423-012-0227-9
    • Francis, G. (2012). Too good to be true. Publication bias in two prominent studies from experimental psychology. Psychonomic Bulletin and Review, 19, 151-156. doi: 10. 3758/s13423-012-0227-9.
    • (2012) Psychonomic Bulletin and Review , vol.19 , pp. 151-156
    • Francis, G.1
  • 6
    • 33846563409 scopus 로고    scopus 로고
    • Why most published research findings are false
    • doi:10.1371/journal.pmed/0020124
    • Ioannidis, J. P. A. (2005). Why most published research findings are false. PLOS Medicine, 2(8), e124. doi: 10. 1371/journal. pmed/0020124.
    • (2005) PLOS Medicine , vol.2 , Issue.8
    • Ioannidis, J.P.A.1
  • 7
    • 45849129857 scopus 로고    scopus 로고
    • Perfect study, poor evidence: interpretation of biases preceding study design
    • Ioannidis, J. P. A. (2008). Perfect study, poor evidence: interpretation of biases preceding study design. Seminars in Hematology, 45, 160-166.
    • (2008) Seminars in Hematology , vol.45 , pp. 160-166
    • Ioannidis, J.P.A.1
  • 8
    • 0035969986 scopus 로고    scopus 로고
    • Evolution of treatment effects over time: empirical insight from recursive cumulative meta-analyses
    • Ioannidis, J., & Lau, J. (2001). Evolution of treatment effects over time: empirical insight from recursive cumulative meta-analyses. Proceedings of the National Academy of Science USA, 98, 831-836.
    • (2001) Proceedings of the National Academy of Science USA , vol.98 , pp. 831-836
    • Ioannidis, J.1    Lau, J.2
  • 9
    • 79957789708 scopus 로고    scopus 로고
    • Comparison of effect sizes associated with biomarkers reported in highly cited individual articles and in subsequent meta-analyses
    • Ioannidis, J. P. A., & Panagiotou, O. A. (2011). Comparison of effect sizes associated with biomarkers reported in highly cited individual articles and in subsequent meta-analyses. Journal of the American Medical Association, 305, 2200-2210.
    • (2011) Journal of the American Medical Association , vol.305 , pp. 2200-2210
    • Ioannidis, J.P.A.1    Panagiotou, O.A.2
  • 10
    • 34548642946 scopus 로고    scopus 로고
    • An exploratory test for an excess of significant findings
    • Ioannidis, J. P., & Trikalinos, T. A. (2007). An exploratory test for an excess of significant findings. Clinical Trials, 4, 245-253.
    • (2007) Clinical Trials , vol.4 , pp. 245-253
    • Ioannidis, J.P.1    Trikalinos, T.A.2
  • 12
    • 0001093804 scopus 로고
    • Evaluating the econometric evaluations of training programs with experimental data
    • LaLonde, R. (1986). Evaluating the econometric evaluations of training programs with experimental data. American Economic Review, 76, 604-620.
    • (1986) American Economic Review , vol.76 , pp. 604-620
    • LaLonde, R.1
  • 15
    • 84862899262 scopus 로고    scopus 로고
    • Adjustment for missing confounders using external validation data and propensity scores
    • McCandless, L. C., Richardson, S. & Best, N. (2012). Adjustment for missing confounders using external validation data and propensity scores. Journal of the American Statistical Association, 107, 40-51. http://dx. doi. org/10. 1080/01621459. 2011. 643739.
    • (2012) Journal of the American Statistical Association , vol.107 , pp. 40-51
    • McCandless, L.C.1    Richardson, S.2    Best, N.3
  • 16
    • 84874370871 scopus 로고    scopus 로고
    • Trajectories of math and reading achievement in low achieving children in elementary school: How are they affected by retention in first and later grades?
    • doi: 10. 1037/a0027571
    • Moser, S., West, S. G., & Hughes, J. N. (2012). Trajectories of math and reading achievement in low achieving children in elementary school: How are they affected by retention in first and later grades? Journal of Educational Psychology, 104, 603-621. doi: 10. 1037/a0027571.
    • (2012) Journal of Educational Psychology , vol.104 , pp. 603-621
    • Moser, S.1    West, S.G.2    Hughes, J.N.3
  • 17
    • 49649128857 scopus 로고    scopus 로고
    • Propensity score matching: a note of caution for evaluators of social programs
    • Peikes, D. N., Moreno, L., & Orzol, S. M. (2008). Propensity score matching: a note of caution for evaluators of social programs. The American Statistician, 62, 222-231.
    • (2008) The American Statistician , vol.62 , pp. 222-231
    • Peikes, D.N.1    Moreno, L.2    Orzol, S.M.3
  • 21
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70, 41-55.
    • (1983) Biometrika , vol.70 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 22
    • 0035761763 scopus 로고    scopus 로고
    • Using propensity scores to help design observational studies: application to the tobacco litigation
    • Rubin, D. B. (2001). Using propensity scores to help design observational studies: application to the tobacco litigation. Health Services and Outcomes Research Methodology, 2, 169-188.
    • (2001) Health Services and Outcomes Research Methodology , vol.2 , pp. 169-188
    • Rubin, D.B.1
  • 23
    • 60549116512 scopus 로고    scopus 로고
    • The renaissance of field experimentation in evaluating interventions
    • Shadish, W. R., & Cook, T. D. (2009). The renaissance of field experimentation in evaluating interventions. Annual Review of Psychology, 60, 607-629.
    • (2009) Annual Review of Psychology , vol.60 , pp. 607-629
    • Shadish, W.R.1    Cook, T.D.2
  • 24
    • 72749127236 scopus 로고    scopus 로고
    • Can nonrandomized experiments yield accurate answers? A randomized experiment comparing random to nonrandom assignment
    • Shadish, W. R., Clark, M. H., & Steiner, P. M. (2008). Can nonrandomized experiments yield accurate answers? A randomized experiment comparing random to nonrandom assignment. Journal of the American Statistical Association, 103, 1334-1343.
    • (2008) Journal of the American Statistical Association , vol.103 , pp. 1334-1343
    • Shadish, W.R.1    Clark, M.H.2    Steiner, P.M.3
  • 25
    • 49649128857 scopus 로고    scopus 로고
    • Propensity score matching: A note of caution for evaluators of social programs
    • Peikes, D. N., Moreno, L. & Orzol, S. M. (2008) Comment by Shadish, Steiner and Cook. Unpublished manuscript
    • Shadish, W. R., Steiner, P. M., & Cook, T. D. (2008). Peikes, D. N., Moreno, L. & Orzol, S. M. (2008). Propensity score matching: A note of caution for evaluators of social programs. The American Statistician, 62, 222-231: Comment by Shadish, Steiner and Cook. Unpublished manuscript.
    • (2008) The American Statistician , vol.62 , pp. 222-231
    • Shadish, W.R.1    Steiner, P.M.2    Cook, T.D.3
  • 26
    • 80555145867 scopus 로고    scopus 로고
    • False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant
    • doi:10.1177/0956797611417632
    • Simmons, J. P., Nelson, L. D., & Simonsohn, U. (2011). False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant. Psychological Science, 22, 1359-1366. doi: 10. 1177/0956797611417632.
    • (2011) Psychological Science , vol.22 , pp. 1359-1366
    • Simmons, J.P.1    Nelson, L.D.2    Simonsohn, U.3
  • 27
    • 79955062603 scopus 로고    scopus 로고
    • On the importance of reliable covariate measurement in selection bias adjustments using propensity scores
    • Steiner, P. M., Cook, T. D., & Shadish, W. R. (2011). On the importance of reliable covariate measurement in selection bias adjustments using propensity scores. Journal of Educational and Behavioral Statistics, 36, 213-236.
    • (2011) Journal of Educational and Behavioral Statistics , vol.36 , pp. 213-236
    • Steiner, P.M.1    Cook, T.D.2    Shadish, W.R.3
  • 28
    • 77956791074 scopus 로고    scopus 로고
    • The importance of covariate selection in controlling for selection bias in observational studies
    • Steiner, P. M., Cook, T. D., Shadish, W. R., & Clark, M. H. (2010). The importance of covariate selection in controlling for selection bias in observational studies. Psychological Methods, 15, 250-267.
    • (2010) Psychological Methods , vol.15 , pp. 250-267
    • Steiner, P.M.1    Cook, T.D.2    Shadish, W.R.3    Clark, M.H.4
  • 29
    • 79952078545 scopus 로고    scopus 로고
    • Why psychologists must change the way that they analyze their data: the case of Psi: comment on Bem (2011)
    • doi:10.1037/a0022790
    • Wagenmakers, E.-J., Wetzels, R., Borsboom, D., & van der Maas, H. L. J. (2011). Why psychologists must change the way that they analyze their data: the case of Psi: comment on Bem (2011). Journal of Personality and Social Psychology, 100, 426-432. doi: 10. 1037/a0022790.
    • (2011) Journal of Personality and Social Psychology , vol.100 , pp. 426-432
    • Wagenmakers, E.-J.1    Wetzels, R.2    Borsboom, D.3    van der Maas, H.L.J.4
  • 30
    • 1842429533 scopus 로고    scopus 로고
    • Using matching to estimate treatment effects: data requirements, matching metrics and Monte Carlo evidence
    • Zhao, Z. (2004). Using matching to estimate treatment effects: data requirements, matching metrics and Monte Carlo evidence. The Review of Economics and Statistics, 86, 91-107.
    • (2004) The Review of Economics and Statistics , vol.86 , pp. 91-107
    • Zhao, Z.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.