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
[31]   Therapy amount and outcome of inpatient psychodynamic treatment of eating disorders in Germany:: Data from a multicenter study [J].
Kächele, H ;
Kordy, H ;
Richard, M .
PSYCHOTHERAPY RESEARCH, 2001, 11 (03) :239-257
[32]  
Lambert MJ, 1996, CLIN PSYCHOL PSYCHOT, V3, P249, DOI 10.1002/(SICI)1099-0879(199612)3:4<249::AID-CPP106>3.0.CO
[33]  
2-S
[34]   Earnings and employment effects of continuous off-the-job training in East Germany after unification [J].
Lechner, M .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1999, 17 (01) :74-90
[35]   Randomized controlled versus naturalistic studies: A new research agenda [J].
Leichsenring, F .
BULLETIN OF THE MENNINGER CLINIC, 2004, 68 (02) :137-151
[36]   Effects of advanced course-taking on math and science achievement: Addressing selection bias using propensity scores [J].
Leow, C ;
Marcus, S ;
Zanutto, E ;
Boruch, R .
AMERICAN JOURNAL OF EVALUATION, 2004, 25 (04) :461-478
[37]   Association of epidural analgesia with cesarean delivery in nulliparas [J].
Lieberman, E ;
Lang, JM ;
Cohen, A ;
DAgostino, R ;
Datta, S ;
Frigoletto, FD .
OBSTETRICS AND GYNECOLOGY, 1996, 88 (06) :993-1000
[38]  
Livesley W.J., 2002, MANUAL DIMENSIONAL A
[39]   Two internal thoracic artery grafts are better than one [J].
Lytle, BW ;
Blackstone, EH ;
Loop, FD ;
Houghtaling, PL ;
Arnold, JH ;
Akhrass, R ;
McCarthy, PM ;
Cosgrove, DM .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 1999, 117 (05) :855-869
[40]   Diuretics, mortality, and nonrecovery of renal function in acute renal [J].
Mehta, RL ;
Pascual, MT ;
Soroko, S ;
Chertow, GM .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2002, 288 (20) :2547-2553