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Volumn 32, Issue 25, 2013, Pages 4467-4481

Why caution is recommended with post-hoc individual patient matching for estimation of treatment effect in parallel-group randomized controlled trials: The case of acute stroke trials

Author keywords

Assignment problem; Individual post hoc matching; Ordinal NNTs; Parallel group RCTs; Stroke

Indexed keywords

ARTICLE; CEREBROVASCULAR ACCIDENT; CONTROLLED STUDY; DATA ANALYSIS; FUNCTIONAL ASSESSMENT; HUMAN; MEDICAL DECISION MAKING; POST HOC ANALYSIS; PROGNOSIS; QUALITY CONTROL; RANDOMIZED CONTROLLED TRIAL (TOPIC); SAMPLE SIZE; SIMULATION; STATISTICAL MODEL; THERAPY EFFECT; VALIDITY; COMPUTER SIMULATION; CONTROL GROUP; METHODOLOGY; OUTCOME ASSESSMENT; PROCEDURES; REGRESSION ANALYSIS; STANDARDS; STATISTICAL ANALYSIS; STATISTICS AND NUMERICAL DATA; STROKE;

EID: 84885191077     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.5862     Document Type: Article
Times cited : (5)

References (42)
  • 1
    • 84945581878 scopus 로고
    • Constructing a control group using multivariate matched sampling methods that incorporate the propensity score
    • Rosenbaum PR, Rubin DB. Constructing a control group using multivariate matched sampling methods that incorporate the propensity score. The American Statistician 1985; 39(1):33-38.
    • (1985) The American Statistician , vol.39 , Issue.1 , pp. 33-38
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 3
    • 0041959981 scopus 로고    scopus 로고
    • Matching and thick description in an observational study of mortality after surgery
    • Rosenbaum PR, Silber JH. Matching and thick description in an observational study of mortality after surgery. Biostatistics 2001; 2(2):217-232.
    • (2001) Biostatistics , vol.2 , Issue.2 , pp. 217-232
    • Rosenbaum, P.R.1    Silber, J.H.2
  • 4
    • 6944254409 scopus 로고    scopus 로고
    • Optimal multivariate matching before randomization
    • Greevy R, Lu B, Silber JH, Rosenbaum PR. Optimal multivariate matching before randomization. Biostatistics 2004; 5(2):263-275.
    • (2004) Biostatistics , vol.5 , Issue.2 , pp. 263-275
    • Greevy, R.1    Lu, B.2    Silber, J.H.3    Rosenbaum, P.R.4
  • 5
    • 33645226210 scopus 로고    scopus 로고
    • A review of the application of propensity score methods yielded increasing use, advantages in specific settings, but not substantially different estimates compared with conventional multivariable methods
    • Sturmer T, Joshi M, Glynn RJ, Avorn J, Rothman KJ, Schneeweiss S. A review of the application of propensity score methods yielded increasing use, advantages in specific settings, but not substantially different estimates compared with conventional multivariable methods. Journal of Clinical Epidemiology 2006; 59(5):437-447.
    • (2006) Journal of Clinical Epidemiology , vol.59 , Issue.5 , pp. 437-447
    • Sturmer, T.1    Joshi, M.2    Glynn, R.J.3    Avorn, J.4    Rothman, K.J.5    Schneeweiss, S.6
  • 6
    • 34548857107 scopus 로고    scopus 로고
    • Combining propensity score matching and group-based trajectory analysis in an observational study
    • Haviland A, Nagin DS, Rosenbaum PR. Combining propensity score matching and group-based trajectory analysis in an observational study. Psychological Methods 2007; 12(3):247-267.
    • (2007) Psychological Methods , vol.12 , Issue.3 , pp. 247-267
    • Haviland, A.1    Nagin, D.S.2    Rosenbaum, P.R.3
  • 7
    • 44649173785 scopus 로고    scopus 로고
    • A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003
    • Austin PC. A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003. Statistics in Medicine 2008; 27:2037-2049.
    • (2008) Statistics in Medicine , vol.27 , pp. 2037-2049
    • Austin, P.C.1
  • 8
    • 84970857479 scopus 로고
    • Statistics notes: matching
    • Bland JM, Altman DG. Statistics notes: matching. BMJ 1994; 309:1128.
    • (1994) BMJ , vol.309 , pp. 1128
    • Bland, J.M.1    Altman, D.G.2
  • 9
    • 3142744004 scopus 로고    scopus 로고
    • Number needed to treat estimates incorporating effects over the entire range of clinical outcomes: novel derivation method and application to thrombolytic therapy for acute stroke
    • Saver JL. Number needed to treat estimates incorporating effects over the entire range of clinical outcomes: novel derivation method and application to thrombolytic therapy for acute stroke. Archives of Neurology 2004; 61:1066-1070.
    • (2004) Archives of Neurology , vol.61 , pp. 1066-1070
    • Saver, J.L.1
  • 10
    • 82255192780 scopus 로고    scopus 로고
    • Calculation of numbers-needed-to-treat in parallel group trials assessing ordinal outcomes: case examples from acute stroke and stroke prevention
    • Bath P, Hogg C, Tracy M, Pocock S. Calculation of numbers-needed-to-treat in parallel group trials assessing ordinal outcomes: case examples from acute stroke and stroke prevention. International Journal of Stroke 2011; 6:472-479.
    • (2011) International Journal of Stroke , vol.6 , pp. 472-479
    • Bath, P.1    Hogg, C.2    Tracy, M.3    Pocock, S.4
  • 12
    • 79961226937 scopus 로고    scopus 로고
    • Multivariate and propensity score matching software with automated balance optimization: the matching package for R
    • Sekhon JS. Multivariate and propensity score matching software with automated balance optimization: the matching package for R. Journal of Statistical Software 2011; 42(7):1-52.
    • (2011) Journal of Statistical Software , vol.42 , Issue.7 , pp. 1-52
    • Sekhon, J.S.1
  • 13
    • 0020181554 scopus 로고
    • Paired versus two-sample design for a clinical trial of treatments with dichotomous outcome: power considerations
    • Wacholder S, Weinberg C. Paired versus two-sample design for a clinical trial of treatments with dichotomous outcome: power considerations. Biometrics 1982; 38:801-812.
    • (1982) Biometrics , vol.38 , pp. 801-812
    • Wacholder, S.1    Weinberg, C.2
  • 15
    • 0035977439 scopus 로고    scopus 로고
    • Number needed to treat (NNT): estimation of a measure of clinical benefit
    • Walter SD. Number needed to treat (NNT): estimation of a measure of clinical benefit. Statistics in Medicine 2001; 20:3947-3962.
    • (2001) Statistics in Medicine , vol.20 , pp. 3947-3962
    • Walter, S.D.1
  • 16
    • 55949119036 scopus 로고    scopus 로고
    • Review of tissue plasminogen activator, ischemic stroke, and potential legal issues
    • Liang BA, Lew R, Zivin JA. Review of tissue plasminogen activator, ischemic stroke, and potential legal issues. Archives of Neurology 2008; 65:1429-1433.
    • (2008) Archives of Neurology , vol.65 , pp. 1429-1433
    • Liang, B.A.1    Lew, R.2    Zivin, J.A.3
  • 18
    • 38849182246 scopus 로고    scopus 로고
    • Some practical guidance for the implementation of propensity score matching
    • Caliendo M, Kopeinig S. Some practical guidance for the implementation of propensity score matching. Journal of Economic Surveys 2008; 22(1):31-72.
    • (2008) Journal of Economic Surveys , vol.22 , Issue.1 , pp. 31-72
    • Caliendo, M.1    Kopeinig, S.2
  • 19
    • 84885182828 scopus 로고
    • On the generalized distance in statistics, for the classification problem, The National Institute of Sciences of India II(1)
    • Mahalanobis P. On the generalized distance in statistics, for the classification problem, The National Institute of Sciences of India II(1), 1936; 49-55.
    • (1936) , pp. 49-55
    • Mahalanobis, P.1
  • 20
    • 0001330098 scopus 로고
    • A general coefficient of similarity and some of its properties
    • Gower JC. A general coefficient of similarity and some of its properties. Biometrics 1971; 27(4):857-871.
    • (1971) Biometrics , vol.27 , Issue.4 , pp. 857-871
    • Gower, J.C.1
  • 21
    • 74049161927 scopus 로고
    • Optimal matching for observational studies
    • Rosenbaum PR. Optimal matching for observational studies. The American Statistical Association 1989; 84(408):1024-1032.
    • (1989) The American Statistical Association , vol.84 , Issue.408 , pp. 1024-1032
    • Rosenbaum, P.R.1
  • 22
    • 0035597859 scopus 로고    scopus 로고
    • A note on optimal matching with variable controls using the assignment algorithm
    • Ming K, Rosenbaum P. A note on optimal matching with variable controls using the assignment algorithm. Journal of Computational and Graphical Statistics 2001; 10(3):455-463.
    • (2001) Journal of Computational and Graphical Statistics , vol.10 , Issue.3 , pp. 455-463
    • Ming, K.1    Rosenbaum, P.2
  • 23
  • 24
    • 37049028968 scopus 로고    scopus 로고
    • To match or not to match: aspects of marital matchmaking under uncertainty
    • Batabyal AA, DeAngelo GJ. To match or not to match: aspects of marital matchmaking under uncertainty. Operations Research Letters 2008; 36(1):94-98.
    • (2008) Operations Research Letters , vol.36 , Issue.1 , pp. 94-98
    • Batabyal, A.A.1    DeAngelo, G.J.2
  • 25
    • 84856240850 scopus 로고    scopus 로고
    • Relationship between matching and assignment problems
    • Lerner E. Relationship between matching and assignment problems. Russian Mathematics (Iz VUZ) 2011; 55:27-32.
    • (2011) Russian Mathematics (Iz VUZ) , vol.55 , pp. 27-32
    • Lerner, E.1
  • 26
    • 0000861982 scopus 로고
    • Job matching and the theory of turnover
    • Jovanovic B. Job matching and the theory of turnover. Political Economy 1979; 87:972-990.
    • (1979) Political Economy , vol.87 , pp. 972-990
    • Jovanovic, B.1
  • 28
    • 80053273324 scopus 로고    scopus 로고
    • A research on two-sided matching algorithm between new hired knowledge staff and position requirements. 2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), Zhengzhou, China
    • Wang M, Li H. A research on two-sided matching algorithm between new hired knowledge staff and position requirements. 2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), Zhengzhou, China, 2011; 55-58.
    • (2011) , pp. 55-58
    • Wang, M.1    Li, H.2
  • 29
    • 0036275673 scopus 로고    scopus 로고
    • Client-service matching in substance abuse treatment for women with children
    • Smith BD, Marsh JC. Client-service matching in substance abuse treatment for women with children. Substance Abuse Treatment 2002; 22:161-168.
    • (2002) Substance Abuse Treatment , vol.22 , pp. 161-168
    • Smith, B.D.1    Marsh, J.C.2
  • 30
    • 0008847283 scopus 로고    scopus 로고
    • Defacto client-treatment matching: how clinicians make referrals to outpatient treatments for substance use
    • Breslin CF, Gladwin CH, Borsoi D, Cunningham JA. Defacto client-treatment matching: how clinicians make referrals to outpatient treatments for substance use. Evaluation and Program Planning 2000; 23(3):281-291.
    • (2000) Evaluation and Program Planning , vol.23 , Issue.3 , pp. 281-291
    • Breslin, C.F.1    Gladwin, C.H.2    Borsoi, D.3    Cunningham, J.A.4
  • 32
    • 0000924513 scopus 로고
    • A critical survey on the status of multiple criteria decision making theory and practice
    • Stewart T. A critical survey on the status of multiple criteria decision making theory and practice. Omega 1992; 20(5-6):569-586.
    • (1992) Omega , vol.20 , Issue.5-6 , pp. 569-586
    • Stewart, T.1
  • 33
    • 0022033155 scopus 로고
    • The bias due to incomplete matching
    • Rosenbaum PR, Rubin DB. The bias due to incomplete matching. Biometrics 1985; 41(1):103-116.
    • (1985) Biometrics , vol.41 , Issue.1 , pp. 103-116
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 34
    • 0028783948 scopus 로고
    • Tissue plasminogen activator for acute ischemic stroke
    • The National Institute of Neurological Disorders and Stroke rt-PA Stroke Study Group.
    • The National Institute of Neurological Disorders and Stroke rt-PA Stroke Study Group. Tissue plasminogen activator for acute ischemic stroke. New England Journal of Medicine 1995; 333(24):1581-1588.
    • (1995) New England Journal of Medicine , vol.333 , Issue.24 , pp. 1581-1588
  • 37
    • 0033128807 scopus 로고    scopus 로고
    • Treatment allocation in controlled trials: why randomise?
    • Altman DG, Bland JM. Treatment allocation in controlled trials: why randomise? BMJ 1999; 318(7192):1209-1209.
    • (1999) BMJ , vol.318 , Issue.7192 , pp. 1209-1209
    • Altman, D.G.1    Bland, J.M.2
  • 38
    • 0033546995 scopus 로고    scopus 로고
    • What is meant by intention to treat analysis? Survey of published randomised controlled trials
    • Hollis S, Campbell F. What is meant by intention to treat analysis? Survey of published randomised controlled trials. BMJ 9 1999; 319(7211):670-674.
    • (1999) BMJ 9 , vol.319 , Issue.7211 , pp. 670-674
    • Hollis, S.1    Campbell, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.