For Whom Does It Work? Moderators of Outcome on the Effect of a Transdiagnostic Internet-Based Maintenance Treatment After Inpatient Psychotherapy: Randomized Controlled Trial
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BACKGROUND: Recent studies provide evidence for the effectiveness of Internet-based maintenance treatments for mental disorders. However, it is still unclear which participants might or might not profit from this particular kind of treatment delivery. OBJECTIVE: The study aimed to identify moderators of treatment outcome in a transdiagnostic Internet-based maintenance treatment (TIMT) offered to patients after inpatient psychotherapy for mental disorders in routine care. METHODS: Using data from a randomized controlled trial (N=400) designed to test the effectiveness of TIMT, we performed secondary analyses to identify factors moderating the effects of TIMT (intervention) when compared with those of a treatment-as-usual control condition. TIMT involved an online self-management module, asynchronous patient-therapist communication, a peer support group, and online-based progress monitoring. Participants in the control condition had unstructured access to outpatient psychotherapy, standardized outpatient face-to-face continuation treatment, and psychotropic management. Self-reports of psychopathological symptoms and potential moderators were assessed at the start of inpatient treatment (T1), at discharge from inpatient treatment/start of TIMT (T2), and at 3-month (T3) and 12-month follow-up (T4). RESULTS: Education level, positive outcome expectations, and diagnoses significantly moderated intervention versus control differences regarding changes in outcomes between T2 and T3. Only education level moderated change differences between T2 and T4. The effectiveness of the intervention (vs control) was more pronounced among participants with a low (vs high) education level (T2-T3: B=-0.32, SE 0.16, P=.049; T2-T4: B=-0.42, SE 0.21, P=.049), participants with high (vs low) positive outcome expectations (T2-T3: B=-0.12, SE 0.05, P=.02) and participants with anxiety disorder (vs mood disorder) (T2-T3: B=-0.43, SE 0.21, P=.04). Simple slope analyses revealed that despite some subgroups benefiting less from the intervention than others, all subgroups still benefited significantly. CONCLUSIONS: This transdiagnostic Internet-based maintenance treatment might be suitable for a wide range of participants differing in various clinical, motivational, and demographic characteristics. The treatment is especially effective for participants with low education levels. These findings may generalize to other Internet-based maintenance treatments.
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Up to 40% of patients do not appear to improve or only partially respond to psychological interventions.
“but up to 40% of patients do not respond to psychotherapy as expected”
From Using Artificial Intelligence to Enhance Ongoing Psychological Interventions for Emotional Problems in Real- or Close to Real-Time: A Systematic Review (2022) · cites this paper as [49]
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Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,406 · see citing works
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
Cohen, P., Cohen, P., West, S. G., & Aiken, L. S. (2014) · Psychology Press eBooks · doi:10.4324/9781410606266 · Cited by 20,819 · see citing works
Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz
(2013) · Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz · doi:10.1007/103.1437-1588 · Cited by 11,769 · see citing works
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
Kemp, F. (2003) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.1046/j.1467-9884.2003.t01-2-00383_4.x · Cited by 9,294 · see citing works
Jacobson, N. S., & Truax, P. (1991) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.59.1.12 · Cited by 7,770 · see citing works
Preacher, K. J., Curran, P. J., & Bauer, D. J. (2006) · Journal of Educational and Behavioral Statistics · doi:10.3102/10769986031004437 · Cited by 5,044 · see citing works
Implementation intentions and goal achievement: a meta-analysis of effects and processes
Gollwitzer, P. M., & Sheeran, P. (2006) · Advances in Experimental Social Psychology · doi:10.1016/s0065-2601(06)38002-1 · Cited by 3,236 · cited 1× · see citing works
“Participants develop a detailed plan including (1) highly relevant personal goals they want to achieve during the intervention phase, and (2) implementation intentions [41], including details on how and when they will achieve these goals.”
The empirical status of cognitive-behavioral therapy: A review of meta-analyses
Butler, A. C., Chapman, J. E., Forman, E. M., & Beck, A. T. (2006) · Clinical Psychology Review · doi:10.1016/j.cpr.2005.07.003 · Cited by 3,215 · see citing works
Mediators and Moderators of Treatment Effects in Randomized Clinical Trials
Kraemer, H. C., Wilson, G. T., Fairburn, C. G., & Agras, W. S. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.10.877 · Cited by 2,562 · cited 3× · see citing works
“Despite the limitations of this procedure, a growing recognition among methodologists has developed about its importance for fostering empirically founded hypotheses to be tested in future studies before clinical application [21].”
InfluentialPsychometric properties of the credibility/expectancy questionnaire
Devilly, G. J., & Borkovec, T. D. (2000) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/s0005-7916(00)00012-4 · Cited by 2,295 · cited 1× · see citing works
“The significant finding for positive outcome expectancies regarding change differences from discharge to 3-month follow-up is consistent with the idea that high expectancies for change are associated with better treatment outcome [45,55].”
Eysenbach, G., & CONSORT-EHEALTH Group (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1923 · Cited by 1,863 · see citing works
Modeling the Drop-Out Mechanism in Repeated-Measures Studies
Little, R. J. A. (1995) · Journal of the American Statistical Association · doi:10.1080/01621459.1995.10476615 · Cited by 1,522 · see citing works
Application of random-effects pattern-mixture models for missing data in longitudinal studies.
Hedeker, D., & Gibbons, R. D. (1997) · Psychological Methods · doi:10.1037/1082-989x.2.1.64 · Cited by 907 · see citing works
Clinical Handbook of Psychological Disorders: A Step-by-Step Treatment Manual
Barlow, D. H. (2001) · Cited by 782 · see citing works
Judd, L. L., Akiskal, H. S., Maser, J. D., Zeller, P. J., Endicott, J., Coryell, W., Paulus, M. P., Kunovac, J. L., Leon, A. C., Mueller, T. I., et al. (1998) · Journal of Affective Disorders · doi:10.1016/s0165-0327(98)00138-4 · Cited by 590 · see citing works
Vittengl, J. R., Clark, L. A., Dunn, T. W., & Jarrett, R. B. (2007) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.75.3.475 · Cited by 551 · see citing works
Griffiths, K. M., Farrer, L., & Christensen, H. (2010) · Medical Journal of Australia · doi:10.5694/j.1326-5377.2010.tb03685.x · Cited by 303 · see citing works
Jarrett, R., Kraft, D., Doyle, J., Foster, B. M., Eaves, G., & Silver, P. (2001) · Archives of General Psychiatry · doi:10.1001/archpsyc.58.4.381 · Cited by 278 · see citing works
Modeling the Drop-Out Mechanism in Repeated-Measures Studies
Little, R. J. A. (1995) · Journal of the American Statistical Association · doi:10.2307/2291350 · Cited by 272 · see citing works
Brown, T. A., & Barlow, D. H. (1995) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.63.5.754 · Cited by 262 · see citing works
Bockting, C. L. H., DELTA Study Group, Schene, A. H., Spinhoven, P., Koeter, M. W. J., Wouters, L. F., Huyser, J., & Kamphuis, J. H. (2005) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.73.4.647 · Cited by 249 · see citing works
Warmerdam, L., van Straten, A., Jongsma, J., Twisk, J. W. R., & Cuijpers, P. J. (2009) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2009.10.003 · Cited by 147 · see citing works
Self-citationPredictors of outcome of group and internet-based cognitive behavior therapy
Spek, V., Nyklíček, I., Cuijpers, P., & Pop, V. (2008) · Journal of Affective Disorders · doi:10.1016/j.jad.2007.05.001 · Cited by 134 · see citing works
Chung, T., & Maisto, S. A. (2006) · Clinical Psychology Review · doi:10.1016/j.cpr.2005.11.004 · Cited by 127 · see citing works
Long-term outcome of cognitive behaviour therapy clinical trials in central Scotland
Durham, R., Chambers, J. A., Power, K., Sharp, D., Macdonald, R. R., Major, K., Dow, M., & Gumley, A. I. (2005) · Health Technology Assessment · doi:10.3310/hta9420 · Cited by 122 · see citing works
Holländare, F., Johnsson, S., Randestad, M., Tillfors, M., Carlbring, P., Andersson, G., & Engström, I. (2011) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2011.01698.x · Cited by 111 · see citing works
Golkaramnay, V., Bauer, S., Haug, S., Wolf, M., & Kordy, H. (2007) · Psychotherapy and Psychosomatics · doi:10.1159/000101500 · Cited by 105 · see citing works
Rabung, S., Harfst, T., Kawski, S., Koch, U., Wïttchen, H., & Schulz, H. (2009) · Zeitschrift für psychosomatische Medizin und Psychotherapie · doi:10.13109/zptm.2009.55.2.162 · Cited by 102 · see citing works
Halmi, K. A., Agras, W. S., Mitchell, J., Wilson, G. T., Crow, S., Bryson, S. W., & Kraemer, H. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.12.1105 · Cited by 99 · see citing works
Prediction of Recurrence in Recurrent Depression
ten Doesschate, M. C., Bockting, C., Koeter, M. W. J., Schene, A. H., & DELTA Study Group (2010) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.08m04858blu · Cited by 98 · see citing works
Ebert, D., Tarnowski, T., Gollwitzer, M., Sieland, B., & Berking, M. (2013) · Psychotherapy and Psychosomatics · doi:10.1159/000345967 · Cited by 93 · see citing works
Self-citationBockting, C., Spinhoven, P., Koeter, M. W. J., Wouters, L. F., & Schene, A. H. (2006) · PubMed · Cited by 84 · see citing works
Bockting, C., Spinhoven, P., Koeter, M. W. J., Wouters, L. F., Schene, A. H., & Depression Evaluation Longitudinal Therapy Assessment (DELTA) Study Group (2006) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v67n0508 · Cited by 78 · see citing works
Adapting Cognitive Therapy for Depression: Managing Complexity and Comorbidity
KAY‐LAMBKIN, F. J. (2009) · Drug and Alcohol Review · doi:10.1111/j.1465-3362.2009.00073_1.x · Cited by 77 · see citing works
Messung der Therapieerwartung und Therapieevaluation von Patienten (PATHEV)
Schulte, D. (2005) · Zeitschrift für Klinische Psychologie und Psychotherapie · doi:10.1026/1616-3443.34.3.176 · Cited by 75 · see citing works
The Long-Term Course of Panic Disorder and Its Predictors
Katschnig, H., & Amering, M. (1998) · Journal of Clinical Psychopharmacology · doi:10.1097/00004714-199812001-00003 · Cited by 72 · see citing works
Factors associated with differential response to online cognitive behavioural therapy
Button, K. S., Wiles, N. J., Lewis, G., Peters, T. J., & Kessler, D. (2012) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-011-0389-1 · Cited by 69 · see citing works
Bockting, C. L. H., Spinhoven, P., Koeter, M. W. J., Wouters, L. F., Visser, I., & Schene, A. H. (2006) · Psychotherapy and Psychosomatics · doi:10.1159/000092893 · Cited by 68 · see citing works
Judd, L. L. (1999) · Archives of General Psychiatry · doi:10.1001/archpsyc.56.8.764 · Cited by 67 · see citing works
The effectiveness of internet chat groups in relapse prevention after inpatient psychotherapy
Bauer, S., Wolf, M., Haug, S., & Kordy, H. (2011) · Psychotherapy Research · doi:10.1080/10503307.2010.547530 · Cited by 63 · see citing works
Riper, H., Kramer, J., Keuken, M., Smit, F., Schippers, G., & Cuijpers, P. (2008) · Journal of Medical Internet Research · doi:10.2196/jmir.1102 · Cited by 52 · see citing works
Self-citationde Graaf, L. E., Hollon, S. D., & Huibers, M. J. H. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0018324 · Cited by 51 · see citing works
Judd, L. L., Paulus, M. P., & Zeller, P. J. (1999) · Archives of General Psychiatry · doi:10.1001/archpsyc.56.8.763 · Cited by 51 · see citing works
Andersson, G., Bergström, J., Holländare, F., Ekselius, L., & Carlbring, P. (2004) · Verhaltenstherapie · doi:10.1159/000080914 · Cited by 50 · see citing works
Outpatient group psychotherapy following day treatment for patients with personality disorders.
Wilberg, T., Karterud, S., Pedersen, G., Urnes, O., Irion, T., Brabrand, J., Haavaldsen, G., Leirvåg, H., Johnsen, K., Andreasen, H., et al. (2003) · Journal of Personality Disorders · doi:10.1521/pedi.17.6.510.25357 · Cited by 49 · see citing works
Web-basierte Rehabilitationsnachsorge nach stationärer psychosomatischer Therapie (W-RENA)
Ebert, D. D., Hannig, W., Tarnowski, T., Sieland, B., Götzky, B., & Berking, M. (2013) · Die Rehabilitation · doi:10.1055/s-0033-1345191 · Cited by 42 · see citing works
Self-citationInternet-based maintenance treatment for patients with eating disorders.
Gulec, H., Moessner, M., Mezei, A., Kohls, E., Túry, F., & Bauer, S. (2011) · Professional Psychology: Research and Practice · doi:10.1037/a0025806 · Cited by 38 · see citing works
Evaluation of an Online Relapse Prevention Program for Bipolar Disorder
Barnes, C. W., Harvey, R., Mitchell, P. B., Smith, M., & Wilhelm, K. A. (2007) · Disease Management & Health Outcomes · doi:10.2165/00115677-200715040-00003 · Cited by 34 · see citing works
Vittengl, J. R., Clark, L. A., & Jarrett, R. B. (2010) · Behaviour Research and Therapy · doi:10.1016/j.brat.2010.01.006 · Cited by 32 · see citing works
Leirvåg, H., Pedersen, G., & Karterud, S. (2010) · Nordic Journal of Psychiatry · doi:10.3109/08039480903487525 · Cited by 25 · see citing works
Moderne Informations- und Kommunikationstechnologie in der Rehabilitation
Kordy, H., Theis, F. J., & Wolf, M. (2011) · Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz · doi:10.1007/s00103-011-1248-7 · Cited by 20 · see citing works
McKay, D., Todaro, J. F., Neziroglu, F. A., & Yaryura-Tobias, J. A. (1996) · Journal of Anxiety Disorders · doi:10.1016/0887-6185(96)00006-0 · Cited by 18 · see citing works
Warmerdam, E. (2010) · Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam) · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [12]Klaw E Humphreys K Koocher GP Norcross JC Hill SS Facilitating client involvement in self-help groups Psychologists’ Desk Reference, 2nd ed 2005 New York Oxford University Press 502 505
- [37]Dilling H Mombour W Schmidt MH Internationale Klassifikation psychischer Störungen, ICD-10. Deutsche Ausgabe. [International classification of mental diseases, ICD-10. German edition] 1991 Bern Huber
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Erbe, D., Eichert, H.-C., Riper, H., & Ebert, D. D. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6588 · Cited by 532 · see citing works
Self-citationEbert, D. D., Van Daele, T., Nordgreen, T., Karekla, M., Compare, A., Zarbo, C., Brugnera, A., Øverland, S., Trebbi, G., Jensen, K. L., et al. (2018) · European Psychologist · doi:10.1027/1016-9040/a000318 · Cited by 437 · see citing works
Self-citationEbert, D. D., Berking, M., Cuijpers, P., Lehr, D., Pörtner, M., & Baumeister, H. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.01.056 · Cited by 268 · see citing works
Self-citationEbert, D. D., Cuijpers, P., Muñoz, R. F., & Baumeister, H. (2017) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2017.00116 · Cited by 244 · see citing works
Self-citationHarrer, M., Adam, S. H., Fleischmann, R. J., Baumeister, H., Auerbach, R., Bruffaerts, R., Cuijpers, P., Kessler, R. C., Berking, M., Lehr, D., et al. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9293 · Cited by 216 · see citing works
“Internet- and mobile-based interventions [8] might help to increase the utilization of psychological interventions, as they can be easily accessed, allow for high scalability, and can be provided at a low cost [9,10].”
BackgroundSelf-citationEbert, D. D., Lehr, D., Boß, L., Riper, H., Cuijpers, P., Andersson, G., Thiart, H., Heber, E., & Berking, M. (2014) · Scandinavian Journal of Work, Environment & Health · doi:10.5271/sjweh.3449 · Cited by 115 · see citing works
Self-citationGual-Montolio, P., Jaén, I., Martínez-Borba, V., Castilla, D., & Suso-Ribera, C. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19137737 · Cited by 93 · see citing works
Ebert, D. D., Harrer, M., Apolinário-Hagen, J., & Baumeister, H. (2019) · Advances in Experimental Medicine and Biology · doi:10.1007/978-981-32-9721-0_29 · Cited by 76 · see citing works
Self-citationInternet- und Mobilebasierte Interventionen in der Psychotherapie
Lin, J., & Baumeister, H. (2015) · Public Health Forum · doi:10.1515/pubhef-2015-0063 · Cited by 19 · see citing works
Internet- und mobilebasierte Psychotherapie der Depression
Sander, L., Ebert, D., & Baumeister, H. (2017) · Fortschritte der Neurologie · Psychiatrie · doi:10.1055/s-0042-123540 · Cited by 18 · see citing works
Self-citationKüchler, A.-M., Schultchen, D., Pollatos, O., Moshagen, M., Ebert, D. D., & Baumeister, H. (2020) · Trials · doi:10.1186/s13063-020-04868-0 · Cited by 12 · see citing works
Self-citation
- Authors
- Ebert, D. D., Gollwitzer, M., Riper, H., Cuijpers, P., Baumeister, H., & Berking, M.
- Affiliations
- Leuphana University of Lüneburg (DE)
- Philipps University of Marburg (DE)
- University of Freiburg (DE)
- Corresponding author
- Ebert, David Daniel
- ORCID
- Venue
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Published
- 2013-08-29
- Volume
- 15
- Issue
- 10
- Pages
- e191
- ISSN
- 1438-8871 (ISSN-L)
- PMC
- PMC3849694
- OpenAlex
- W2086624410
- Cited by
- 61
- References
- 54
- Citations by year
- 2026: 1 · 2025: 2 · 2023: 8 · 2022: 3 · 2021: 3 · 2020: 5 · 2019: 6 · 2018: 7 · 2017: 10 · 2016: 6 · 2015: 5 · 2014: 4 · 2013: 1
- FWCI
- 8.15
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Journal of Medical Internet Research (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Pure Amsterdam UMC (publishedVersion, other-oa)
- Multilingual Matters (Channel View Publications) (publishedVersion, cc-by)
- VU Research Portal (publishedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion, cc-by)
- Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam) (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Funders
- European Commission (2007DE161PR001, CCI 2007DE161PR001)
- European Regional Development Fund (CCI 2007DE161PR001, 2007DE161PR001)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Keywords
- moderators of treatment outcome, inpatient psychotherapy, educational attainment, outcome expectations, anxiety disorders, mood disorders, peer support, mental illness
- MeSH terms
- Adult, Aftercare, Mental Disorders, Female, Humans, Inpatients, Male, Middle Aged, Psychotherapy, Treatment Outcome, Internet
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