The DOI matches its Crossref record; 56 of the 56 references it cites were found in a registry or an index.
Dropout from individual psychotherapy for major depression: A meta-analysis of randomized clinical trials
Abstract
Dropout from mental health treatment poses a substantial problem, but rates vary substantially across studies and diagnoses. Focused reviews are needed to provide more detailed estimates for specific areas of research. Randomized clinical trials involving individual psychotherapy for unipolar depression are ubiquitous and important, but empirical data on average dropout rates from these studies is lacking. We conducted a random-effects meta-analysis of 54 such studies (N=5852) including 80 psychotherapy conditions, and evaluated a number of predictors of treatment- and study-level dropout rates. Our overall weighted dropout estimates were 19.9% at the study level, and 17.5% for psychotherapy conditions specifically. Therapy orientation did not significantly account for variance in dropout estimates, but estimates were significantly higher in psychotherapy conditions with more patients of minority racial status or with comorbid personality disorders. Treatment duration was also positively associated with dropout rates at trend level. Studies with an inactive control comparison had higher dropout rates than those without such a condition. Limitations include the inability to test certain potential predictors (e.g., socioeconomic status) due to infrequent reporting. Overall, our findings suggest the need to consider how specific patient and study characteristics may influence dropout rates in clinical research on individual therapy for depression.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“A more focused meta-analysis reviewing only individual psychotherapy for major depression found a similar drop-out rate of 19.9% (Cooper & Conklin, 2015).”
From Acceptability and Feasibility of an Intervention to Enhance Social Group Belonging: Evidence From Three Trials of Groups 4 Health (2022) · cites this paper as Cooper & Conklin, 2015
In the citing paper
“First, Copper and Conklin found an increased attrition risk of 23.5% from trials involving an inactive control condition (which is relevant to Phases I and II of our data here).”
From Acceptability and Feasibility of an Intervention to Enhance Social Group Belonging: Evidence From Three Trials of Groups 4 Health (2022) · cites this paper as Cooper & Conklin, 2015
Citations
Cites
Measuring inconsistency in meta-analyses
Higgins, J. P. T., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003) · BMJ · doi:10.1136/bmj.327.7414.557 · Cited by 63,139
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2021) · doi:10.1002/9781119558378 · Cited by 9,799
(2000) · Cited by 9,198
Toward the future of psychiatric diagnosis: the seven pillars of RDoC
Cuthbert, B. N., & Insel, T. R. (2013) · BMC Medicine · doi:10.1186/1741-7015-11-126 · Cited by 3,053
Transformations Related to the Angular and the Square Root
Freeman, M. F., & Tukey, J. W. (1950) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177729756 · Cited by 2,634
Antidepressant Drug Effects and Depression Severity: A Patient-Level Meta-analysis
Fournier, J. C., DeRubeis, R. J., Hollon, S. D., Dimidjian, S., Amsterdam, J. D., Shelton, R. C., & Fawcett, J. (2010) · JAMA · doi:10.1001/jama.2009.1943 · Cited by 2,009
The Handbook of Research Synthesis.
Light, R. J., Cooper, H., & Hedges, L. V. (1994) · Journal of the American Statistical Association · doi:10.2307/2291021 · Cited by 1,880
Dimidjian, S., Hollon, S. D., Dobson, K. S., Schmaling, K. B., Kohlenberg, R. J., Addis, M. E., Gallop, R., McGlinchey, J. B., Markley, D. K., Gollan, J. K., et al. (2006) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.74.4.658 · Cited by 1,607
George, S., Duran, N., & Norris, K. (2014) · American Journal of Public Health · doi:10.2105/ajph.2013.301706 · Cited by 1,603
Jones, H. E. (2010) · Paediatric and Perinatal Epidemiology · doi:10.1111/j.1365-3016.2010.01108.x · Cited by 1,447
Computer-based psychological treatments for depression: A systematic review and meta-analysis
Richards, D., & Richardson, T. (2012) · Clinical Psychology Review · doi:10.1016/j.cpr.2012.02.004 · Cited by 1,442
A meta-analysis of psychotherapy dropout
Wierzbicki, M., & Pekarik, G. (1993) · Professional Psychology: Research and Practice · doi:10.1037/0735-7028.24.2.190 · Cited by 1,118
Psychotherapy for depression in adults: A meta-analysis of comparative outcome studies.
Cuijpers, P., van Straten, A., Andersson, G., & van Oppen, P. (2008) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0013075 · Cited by 1,050
Premature discontinuation in adult psychotherapy: A meta-analysis
Swift, J. K., & Greenberg, R. P. (2012) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0028226 · Cited by 978
Nonresponse and Dropout Rates in Outcome Studies on PTSD: Review and Methodological Considerations
Schottenbauer, M. A., Glass, C. R., Arnkoff, D. B., Tendick, V., & Gray, S. H. (2008) · Psychiatry: Interpersonal and Biological Processes · doi:10.1521/psyc.2008.71.2.134 · Cited by 634
Meta-analysis of dropout in treatments for posttraumatic stress disorder
Imel, Z. E., Laska, K., Jakupcak, M., & Simpson, T. L. (2013) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0031474 · Cited by 633
Physical rehabilitation approaches for the recovery of function and mobility following stroke
Todhunter‐Brown, A., Baer, G. D., Campbell, P., Choo, P. L., Förster, A., Morris, J. H., Pomeroy, V. M., & Langhorne, P. (2014) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd001920.pub3 · Cited by 611
Early withdrawal from mental health treatment: Implications for psychotherapy practice.
Barrett, M. S., Chua, W.-J., Crits-Christoph, P., Gibbons, M. B., & Thompson, D. (2008) · Psychotherapy: Theory, Research, Practice, Training · doi:10.1037/0033-3204.45.2.247 · Cited by 564
Personality disorder and the outcome of depression: Meta-analysis of published studies
Newton-Howes, G., Tyrer, P., & Johnson, T. (2006) · British Journal of Psychiatry · doi:10.1192/bjp.188.1.13 · Cited by 537
Cuijpers, P., van Straten, A., Bohlmeijer, E., Hollon, S. D., & Andersson, G. (2010) · Psychological Medicine · doi:10.1017/s0033291709006114 · Cited by 533
The Inverse of the Freeman – Tukey Double Arcsine Transformation
Miller, J. J. (1978) · The American Statistician · doi:10.1080/00031305.1978.10479283 · Cited by 501
Kliem, S., Kröger, C., & Kosfelder, J. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0021015 · Cited by 474
Analyzing effect sizes: Random-effects models.
Raudenbush, S. W. (2009) · Cited by 418
Personality Pathology and Treatment Outcome in Major Depression: A Review
Mulder, R. (2002) · American Journal of Psychiatry · doi:10.1176/appi.ajp.159.3.359 · Cited by 355
Dropout and therapeutic alliance: A meta-analysis of adult individual psychotherapy.
Sharf, J., Primavera, L. H., & Diener, M. J. (2010) · Psychotherapy · doi:10.1037/a0021175 · Cited by 350
Lambert, M. J., Harmon, C., Slade, K., Whipple, J. L., & Hawkins, E. J. (2004) · Journal of Clinical Psychology · doi:10.1002/jclp.20113 · Cited by 326
Dropout From Outpatient Mental Health Care in the United States
Olfson, M., Mojtabai, R., Sampson, N. A., Hwang, I., Druss, B., Wang, P. S., Wells, K. B., Pincus, H. A., & Kessler, R. C. (2009) · Psychiatric Services · doi:10.1176/ps.2009.60.7.898 · Cited by 303
Cuijpers, P., van Straten, A., Warmerdam, L., & Andersson, G. (2009) · Depression and Anxiety · doi:10.1002/da.20519 · Cited by 281
Handling drop‐out in longitudinal clinical trials: a comparison of the LOCF and MMRM approaches
Lane, P. (2008) · Pharmaceutical Statistics · doi:10.1002/pst.267 · Cited by 262
Reducing psychotherapy dropouts: Maximizing perspective convergence in the psychotherapy dyad.
Reis, B. F., & Brown, L. G. (1999) · Psychotherapy · doi:10.1037/h0087822 · Cited by 250
Psychological treatment of depression: A meta-analytic database of randomized studies
Cuijpers, P. J., van Straten, A., Warmerdam, L., & Andersson, G. (2008) · BMC Psychiatry · doi:10.1186/1471-244x-8-36 · Cited by 241
Cox, G., Callahan, P., Churchill, R. C., Hunot, V., Merry, S., Parker, A. G., & Hetrick, S. E. (2014) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008324.pub3 · Cited by 218
A treatment by disorder meta-analysis of dropout from psychotherapy.
Swift, J. K., & Greenberg, R. P. (2014) · Journal of Psychotherapy Integration · doi:10.1037/a0037512 · Cited by 215
(2004) · Cited by 214
Hans, E., & Hiller, W. (2013) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0031080 · Cited by 211
Treating minority patients with depression and anxiety: What does the evidence tell us?
Schraufnagel, T. J., Wagner, A. W., Miranda, J., & Roy-Byrne, P. P. (2006) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2005.07.002 · Cited by 205
McMurran, M., Huband, N., & Overton, E. (2009) · Clinical Psychology Review · doi:10.1016/j.cpr.2009.12.002 · Cited by 192
Barnicot, K., Katsakou, C., Marougka, S., & Priebe, S. (2011) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2010.01652.x · Cited by 173
Meta-Analysis: A Comparison of Approaches
Tomasic, D. M. (2005) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-200503000-00032 · Cited by 166
Mental Health Treatment Dropout and Its Correlates in a General Population Sample
Wang, J. (2007) · Medical Care · doi:10.1097/01.mlr.0000244506.86885.a5 · Cited by 164
Coffman, S. J., Martell, C. R., Dimidjian, S., Gallop, R., & Hollon, S. D. (2007) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.75.4.531 · Cited by 141
Effect of time-limited psychotherapy on patient dropout rates
Sledge, W. H., Moras, K., Hartley, D., & Levine, M. (1990) · American Journal of Psychiatry · doi:10.1176/ajp.147.10.1341 · Cited by 134
Practice recommendations for reducing premature termination in therapy.
Swift, J. K., Greenberg, R. P., Whipple, J. L., & Kominiak, N. K. (2012) · Professional Psychology Research and Practice · doi:10.1037/a0028291 · Cited by 133
Retention in depression treatment among ethnic and racial minority groups in the United States
Fortuna, L. R., Alegria, M. M., & Gao, S. (2010) · Depression and Anxiety · doi:10.1002/da.20685 · Cited by 129
'No-show': Therapist racial/ethnic disparities in client unilateral termination.
Owen, J. J., Imel, Z. E., Adelson, J. L., & Rodolfa, E. R. (2012) · Journal of Counseling Psychology · doi:10.1037/a0027091 · Cited by 97
Puri, B. K., Counsell, S. J., Ross, B. M., Hamilton, G., Bustos, M. G., & Treasaden, I. H. (2008) · BMC Psychiatry · doi:10.1186/1471-244x-8-s1-s2 · Cited by 89
Disappointment and drop-out rate after being allocated to control group in a smoking cessation trial
Lindström, D., Sundberg-Petersson, I., Adami, J., & Tönnesen, H. (2010) · Contemporary Clinical Trials · doi:10.1016/j.cct.2009.09.003 · Cited by 83
Klein, E. B., Stone, W. N., Hicks, M. W., & Pritchard, I. L. (2003) · Journal of Mental Health Counseling · doi:10.17744/mehc.25.2.xhyreggxdcd0q4ny · Cited by 63
Simulation-Based Comparison of Methods for Meta-Analysis of Proportions and Rates
Trikalinos, T. A., Trow, P., & Schmid, C. H. (2013) · Europe PMC (PubMed Central) · Cited by 54
Quantification of factors contributing to length of stay in an acute psychogeriatrics ward
Draper, B., & Luscombe, G. M. (1998) · International Journal of Geriatric Psychiatry · doi:10.1002/(sici)1099-1166(199801)13:1 · Cited by 51
Less Is More in Antidepressant Clinical Trials
Rutherford, B. R., Cooper, T. M., Persaud, A. D., Brown, P. J., Sneed, J. R., & Roose, S. P. (2013) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.12r08267 · Cited by 41
Treatment effects in randomized longitudinal trials with different types of nonignorable dropout.
Yang, M., & Maxwell, S. E. (2013) · Psychological Methods · doi:10.1037/a0033804 · Cited by 28
Murphy, E. J., Kassem, L., Chemerinski, A., Rush, A. J., Laje, G., & McMahon, F. J. (2013) · Depression and Anxiety · doi:10.1002/da.22134 · Cited by 22
Cancer patients’ perspectives on discontinuing depression treatment: the “drop out” phenomenon
Wells, A., Palinkas, Ell, K., & Qiu (2011) · Patient Preference and Adherence · doi:10.2147/ppa.s24544 · Cited by 16
Stines, L. R., & Feeny, N. C. (2008) · Ethics & Behavior · doi:10.1080/10508420802064333 · Cited by 8
Strategies for engaging people with personality disorder in treatment
Clarke, M., Jinks, M., Huband, N., & McMurran, M. (2014) · Mental Health Practice · doi:10.7748/mhp2014.05.17.8.23.e894 · Cited by 5
Flagged first, then by citations
Research works printed but not linked: 1
- Higgins, 2011, Chapter eight: Assessing risk of bias in included studies
Cited by
Sorted by citations
Carlbring, P., Andersson, G., Cuijpers, P., Riper, H., & Hedman-Lagerlöf, E. (2018) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2017.1401115 · Cited by 1,232
“In fact, the average dropout rate across the studies was 15.7%, which is perfectly in line with a recent meta-analysis on dropouts from individual psychotherapy for major depression (Cooper & Conklin, 2015).”
ResultInfluentialLewis, C., Roberts, N. P., Gibson, S., & Bisson, J. I. (2020) · European Journal of Psychotraumatology · doi:10.1080/20008198.2019.1709709 · Cited by 382
“5% obtained from a meta-analysis of dropout from RCTs of psychotherapy for depression [24] that defined dropout as unexpected attrition among individuals who were randomized to a treatment but failed to complete it.”
BackgroundStubbs, B., Vancampfort, D., Rosenbaum, S., Ward, P. B., Richards, J., Soundy, A., Veronese, N., Solmi, M., & Schuch, F. B. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.10.019 · Cited by 284
“Unsurprisingly, dropouts from treatment represent a major barrier that preclude an individual benefitting from an intervention and appear to be a particular problem in people with depression (Cooper and Conklin, 2015).”
BackgroundMethodResultInfluentialThe Role of Exercise in Preventing and Treating Depression
Schuch, F. B., & Stubbs, B. (2019) · Current Sports Medicine Reports · doi:10.1249/jsr.0000000000000620 · Cited by 298
“For example, dropout rate from psychotherapies, in general, is about 19% (50) while the dropout rate from selective serotonin reuptake inhibitors are about 26% and tricyclics about 28% (51).”
BackgroundInternet-Based Cognitive-Behavioral Therapy for Depression: Current Progress and Future Directions
Webb, C. A., Rosso, I. M., & Rauch, S. L. (2017) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000139 · Cited by 217
Metadata
- Authors
- Cooper, A. A., & Conklin, L. R.
- Affiliations
- Case Western Reserve University (US)
- Boston University (US)
- Corresponding author
- Cooper, Andrew A.
- Venue
- Clinical Psychology Review
- Publisher
- Elsevier BV
- Published
- 2015-08
- Volume
- 40
- Pages
- 57-65
- ISSN
- 0272-7358 (ISSN-L)
- OpenAlex
- W243214355
- Cited by
- 264
- References
- 56
- Citations by year
- 2026: 35 · 2025: 32 · 2024: 30 · 2023: 30 · 2022: 29 · 2021: 24 · 2020: 25 · 2019: 9 · 2018: 18 · 2017: 14 · 2016: 11 · 2015: 4
- FWCI
- 2.23
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Clinical Psychology Review (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Social Sciences and Humanities Research Council of Canada
- Topics
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Health Sciences › Medicine › Psychiatry and Mental health › Mental Health Treatment and Access
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- treatment discontinuation, individual psychotherapy, major depressive disorder, predictors of dropout, personality disorders, treatment duration, psychotherapy research
- MeSH terms
- Major Depressive Disorder, Humans, Patient Dropouts, Psychotherapy, Randomized Controlled Trials as Topic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review