The Use of Propensity Score Methods in Psychotherapy Research A Practical Application

被引:36
作者
Bartak, Anna [1 ,2 ]
Spreeuwenberg, Marieke D. [3 ,4 ]
Andrea, Helene [1 ,5 ]
Busschbach, Jan J. V. [1 ,5 ]
Croon, Marcel A. [4 ]
Verheul, Roel [1 ,2 ,7 ]
Emmelkamp, Paul M. G. [2 ]
Stijnen, Theo [6 ]
机构
[1] VISPD, NL-4660 AA Halsteren, Netherlands
[2] Univ Amsterdam, Dept Clin Psychol, NL-1012 WX Amsterdam, Netherlands
[3] Vrije Univ Amsterdam Med Ctr, Dept Clin Epidemiol & Biostat, Amsterdam, Netherlands
[4] Tilburg Univ, Dept Methodol & Stat, NL-5000 LE Tilburg, Netherlands
[5] Erasmus MC, Dept Med Psychol & Psychotherapy, Rotterdam, Netherlands
[6] Leiden Univ, Med Ctr, Dept Med Stat & Bioinformat, Leiden, Netherlands
[7] Trimbos Inst, Utrecht, Netherlands
关键词
Psychotherapy; Research design; propensity score; Quasi-experiment; Randomized controlled trials; selection bias; THERAPY; BIAS; SUBCLASSIFICATION; RELIABILITY; EMPLOYMENT; DISORDERS; SELECTION; EARNINGS; OUTCOMES; GERMANY;
D O I
10.1159/000162298
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Background: Randomized controlled trials are considered the best scientific proof of effectiveness. There is increasing concern, though, about their feasibility in psychotherapy research. We discuss a quasi-experimental study design for situations in which a randomized controlled trial is not feasible. Here, as an alternative strategy, the propensity score (PS) method is used to correct for selection bias. Methods: We used data from a Dutch research project, SCEPTRE (Study on Cost-Effectiveness of Personality Disorder Treatment). The sample consisted of 749 psychotherapy patients with personality pathology. We tested whether the PS method was useful and applicable. We examined differences between 2 treatment groups (short vs. long treatment duration) in pretreatment characteristics before and after PS correction. This revealed the impact of the PS on outcome differences. Results: The PS offered statistical control over observed pretreatment differences between patients in a non-randomized study. Conclusions: When a randomized controlled trial is not possible, this quasi-experimental design using the PS could be a feasible alternative. Its advantages and limitations are discussed. Implemented carefully, this method is promising for future effectiveness research. Copyright (C) 2008 S. Karger AG, Basel
引用
收藏
页码:26 / 34
页数:9
相关论文
共 59 条
[1]  
Amberson JB., 1931, AM REV TUBERC, V24, P401
[2]  
Andrea H., 2007, Measuring the core components of maladaptive personality: Severity indices of personality problems (SIPP-118) The first technical report
[3]  
[Anonymous], 2003, HERZIENE HANDLEIDING
[4]  
[Anonymous], 2002, EXPT QUASIEXPERIMENT
[5]   A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: a Monte Carlo study [J].
Austin, Peter C. ;
Grootendorst, Paul ;
Anderson, Geoffrey M. .
STATISTICS IN MEDICINE, 2007, 26 (04) :734-753
[6]   A comparison of observational studies and randomized, controlled trials. [J].
Benson, K ;
Hartz, AJ .
NEW ENGLAND JOURNAL OF MEDICINE, 2000, 342 (25) :1878-1886
[7]  
Black N, 1996, BRIT MED J, V312, P1215
[8]   PATIENT PREFERENCES AND RANDOMIZED CLINICAL-TRIALS [J].
BREWIN, CR ;
BRADLEY, C .
BRITISH MEDICAL JOURNAL, 1989, 299 (6694) :313-315
[9]   Variable selection for propensity score models [J].
Brookhart, M. Alan ;
Schneeweiss, Sebastian ;
Rothman, Kenneth J. ;
Glynn, Robert J. ;
Avorn, Jerry ;
Sturmer, Til .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2006, 163 (12) :1149-1156
[10]  
Brooks R., 2003, MEASUREMENT VALUATIO