Estimating psychological treatment effects froma randomised controlled trial with both non-compliance and loss to follow-up

British Journal of Psychiatry

Volumn 183, Issue OCT., 2003, Pages 323-331

  Dunn, G ^a   Maracy, M ^a   Dowrick, C ^b   Ayuso Mateos, J L ^c   Dalgard, O S ^d   Page, H ^e   Lehtinen, V ^f   Casey, P ^g   Wilkinson, C ^h   Vazquez Barquero, J L ⁱ   Wilkinson, G ^b   Birkbeck, Gail ^j   Børve, Trygve ^j   Costello, Maura ^j   Cuijpers, Pim ^j   Davies, Ioana ^j   Fenlon, Nicholas ^j   Finne, Mette ^j   Ford, Fiona ^j   De Barrio, Andres Gomes ^j   Hayes, Claire ^j   Horgan, Ann ^j   Koffert, Tarja ^j   Jones, Nicola ^j   Lasa, Lourdes ^j   Lehtilä, Marja ^j   McDonough, Catherine ^j   Michalak, Erin ^j   Murphy, Christine ^j   Nevra, Anna ^j   Nummelin, Teija ^j   Sohlman, Britta ^j   more..

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

^b UNIVERSITY OF LIVERPOOL   (United Kingdom)

^c UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

^d UNIVERSITY OF OSLO   (Norway)

^e UNIVERSITY OF CHESTER   (United Kingdom)

^f National Research and Development Centre for Welfare and Health in Finland   (Finland)

^g MATER MISERICORDIAE UNIVERSITY HOSPITAL   (Ireland)

^h CARDIFF UNIVERSITY   (United Kingdom)

ⁱ HOSPITAL UNIVERSITARIO MARQUÉS DE VALDECILLA   (Spain)

^j NONE

more..

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CLINICAL TRIAL; CONTROLLED CLINICAL TRIAL; DEPRESSION; FOLLOW UP; HUMAN; PATIENT COMPLIANCE; PRIMARY MEDICAL CARE; PSYCHOTHERAPY; RANDOMIZED CONTROLLED TRIAL; STATISTICAL ANALYSIS; TREATMENT OUTCOME;

EID: 10744220295     PISSN: 00071250     EISSN: None     Source Type: Journal    
DOI: 10.1192/bjp.183.4.323     Document Type: Article

References (32)

1. Ayuso-Mateos, J. L., Vázquez-Barquero, J. L., Dowrick, C., et al (2001) Depressive disorders in Europe: prevalence figures from the ODIN study. British Journal of Psychiatry, 179, 308-316.
2. Angrist, J. D., Imbens, G. W. & Rubin, D. B. (1996) Identification of causal effects using instrumental variables (with discussion). Journal of the American Statistical Association, 91, 444-472.
3. Beck, A., Ward, C., Mendelson, M., et al (1961) An inventory for measuring depression. Archives of General Psychiatry, 4, 561-571.
4. Bedi, N., Lee, A., Harrison, G., et al (2000) Assessing effectiveness of treatment of depression in primary care. British Journal of Psychiatry, 177, 312-318.
5. Bloom, H. S. (1984) Accounting for no-shows in experimental evaluation designs. Evaluation Review, 8, 225-246.
6. Brewin, C. & Bradley, C. (1989) Patient preferences and randomised clinical trials. BMJ, 299, 313-315.
7. Dalgard, O. S. & Børve, T. (2000) Psychoedukativ intervensjon ved depresjon. In Ny viten om psykisk heise - utbrdedelse og forebryggende tilka. Oslo: Norges forskninsråd.
8. Dowrick, C., Dunn, G., Ayuso-Mateos, J.-L., et al (2000) Problem solving treatment and group psychoeducation for depression: multicentre randomised controlled trial. BMJ, 321, 1450-1445.
9. Dunn, G. (2002a) The challenge of patient choice and nonadherence to treatment in randomized controlled trials of counselling or psychotherapy. Understanding Statistics, 1, 19-29.
10. _ (2002b) Estimating the causal effects of treatment. Epidemiologia e Psichiatria Sociale, 11, 206-215.
11. Efron, B. & Tibshirani, R. J. (1993) An Introduction to the Bootstrap. London: Chapman & Hall.
12. Frangakis, C. E. & Rubin, D. B. (1999) Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes. Biometrika, 86, 365-379.
13. Heckman, J., Smith, J. & Taber, C. (1998) Accounting for dropouts in evaluations of social programs. Review of Economics and Statistics, 80, 1-14.
14. Hirano, K., Imbens, G. W., Rubin, D. B., et al (2000) Assessing the effect of an influenza vaccine in an encouragement design. Biostatistics, 1, 69-88.
15. Hollis, S. & Campbell, F. (1999) What is meant by intention to treat analysis? Survey of published randomized controlled trials. BMJ, 319, 670-674.
16. Jo, B. (2002a) Model misspecification sensitivity analysis in estimating causal effects of intervention with noncompliance. Statistics in Medicine, 21, 3161-3181.
17. _ (2002b) Estimation of intervention effects with noncompliance: alternative model specifications. Journal of Educational and Behavioural Statistics, 27, 673-709.
18. _ & Muthén, B. (2001) Modeling of intervention effects with noncompliance: a latent variable approach for randomized trials. In New Developments and Techniques in Structural Equation Modeling (eds G. A. Marcooulides & R. H. Schumacher), pp. 57-87. Mahwah, NJ: Lawrence Erlbaum Associates.
19. Little, R. J. & Yau, L. H. Y. (1998) Statistical techniques for analyzing data from prevention trials: treatment of no-shows using Rubin's causal model. Psychological Methods, 3, 147-159.
20. - & Rubin, R. B. (2002) Statistical Analysis with Missing Data (2nd edn). Hoboken, NJ: John Wiley.
21. McPherson, K. & Britton, A. (2001) Preferences and understanding their effects on health. Quality in Health Care, 10 (suppl. 1), i61-i66.
22. Muthén, L. K. & Muthén, B. O. (1998-2001) Mplus User's Guide. Los Angeles, CA: Muthén & Muthén (see http://www.statmodel.com/version2.html for details of Mplus Version 2.12).
23. Newcombe, R. G. (1988) Explanatory and pragmatic estimates of the treatment effect when deviations from allocated treatment occur. Statistics in Medicine, 7, 1179-1186.
24. Rücker, G. (1989) A two-stage trial design for testing treatment, self-selection and treatment preference effects. Statistics in Medicine, 8, 477-485.
25. Sheiner, L. B. & Rubin, D. B. (1995) Intention-to-treat and the goals of clinical trials. Clinical Pharmacology and Therapeutics, 57, 6-15.
26. Sommer, A. & Zeger, S. L. (1991) On estimating efficacy from clinical trials. Statistics in Medicine, 10, 45-52.
27. StataCorp (2001) Stata Statistical Software: Release 7.0. College Station, TX: Stata Corporation.
28. Torgerson, D. J., Klaber-Moffett, J. & Russell, I. T. (1996) Patient preferences in randomised trials: threat or opportunity? Journal of Health Services Research and Policy, 1, 194-197.
29. Vinokur, A. D. & Schul, Y. (1997) Mastery and inoculation against setbacks as active ingredients in intervention for the unemployed. Journal of Consulting and Clinical Psychology, 65, 867-877.
30. _, Price, R. H. & Schul, Y. (1995) Impact of the JOB5 intervention on unemployed workers varying in risk for depression. American Journal of Community Psychology, 23, 39-74.
31. Ward, E., King, M., Lloyd, M., et al (2000) Randomised controlled trial of non-directive counselling, cognitive-behaviour therapy, and usual general practitioner care for patients with depression. I: Clinical effectiveness. BMJ, 321, 1383-1388.
32. Yau, L. H. Y & Little, R. J. (2001) Inference for the complier-average causal effect from longitudinal data subject to noncompliance and missing data, with application to a job training assessment for the unemployed. Journal of the American Statistical Association, 96, 1232-1243.