Effect of a Web-Based Guided Self-help Intervention for Prevention of Major Depression in Adults With Subthreshold Depression: A Randomized Clinical Trial
Open accessAbstract
IMPORTANCE: Evidence-based treatments for major depressive disorder (MDD) are not very successful in improving functional and health outcomes. Attention has increasingly been focused on the prevention of MDD. OBJECTIVE: To evaluate the effectiveness of a web-based guided self-help intervention for the prevention of MDD. DESIGN, SETTING, AND PARTICIPANTS: Two-group randomized clinical trial conducted between March 1, 2013, and March 4, 2015. Participants were recruited in Germany from the general population via a large statutory health insurance company (ie, insurance funded by joint employer-employee contributions). Participants included 406 self-selected adults with subthreshold depression (Centre for Epidemiologic Studies Depression Scale score ≥16, no current MDD according to Diagnostic and Statistical Manual of Mental Disorders [Fourth Edition, Text Revision] criteria). INTERVENTIONS: All participants had unrestricted access to usual care (visits to the primary care clinician) and were randomized to either a web-based guided self-help intervention (cognitive-behavioral and problem-solving therapy supported by an online trainer; n = 202) or a web-based psychoeducation program (n = 204). MAIN OUTCOMES AND MEASURES: The primary outcome was time to onset of MDD in the intervention group relative to the control group over a 12-month follow-up period as assessed by blinded diagnostic raters using the telephone-administered Structured Clinical Interview for DSM-IV Axis Disorders at 6- and 12-month follow-up, covering the period to the previous assessment. RESULTS: Among 406 randomized patients (mean age, 45 years; 73.9% women), 335 (82%) completed the telephone follow-up at 12 months. Fifty-five participants (27%) in the intervention group experienced MDD compared with 84 participants (41%) in the control group. Cox regression analyses controlling for baseline depressive symptom severity revealed a hazard ratio of 0.59 (95% CI, 0.42-0.82; P = .002) at 12-month follow-up. The number needed to treat to avoid 1 new case of MDD was 5.9 (95% CI, 3.9-14.6). CONCLUSIONS AND RELEVANCE: Among patients with subthreshold depression, the use of a web-based guided self-help intervention compared with enhanced usual care reduced the incidence of MDD over 12 months. Further research is needed to understand whether the effects are generalizable to both first onset of depression and depression recurrence as well as efficacy without the use of an online trainer. TRIAL REGISTRATION: German Clinical Trial Registry Identifier: DRKS00004709.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
The German version of the TiC-P has been used in several studies.
“The German version of the TiC-P has been used in several studies (eg, see refs. 48 100 101).”
From Clinical and cost-effectiveness of a guided internet-based Acceptance and Commitment Therapy to improve chronic pain-related disability in green professions (PACT-A): Study protocol of a pragmatic randomised controlled trial (2020) · cites this paper as [101]
The Interventions section reports using the TiC-P to measure health care utilization, and Trial Design and Participants places the study in Germany. The paper does not specify that the questionnaire used was the German version. As one of several cited examples, it supports use in this study, but not that version-specific detail. (LLM, conf=0.83)
Experimental — accuracy not yet measuredE-mental health interventions have acquired a solid empirical basis for the prevention and treatment of various psychological conditions in adults, including depression, anxiety, and alcohol use.
“Mental health interventions provided on a computer or via the Internet, which we will henceforth denote as e-mental health interventions, have acquired a solid empirical basis for the prevention and treatment of various psychological conditions in adults, including depression (Buntrock et al., 2016; Karyotaki et al., 2017), anxiety (Grist et al., 2019), and alcohol use (Riper et al., 2018).”
From The effect of e-mental health interventions on academic performance in university and college students: A meta-analysis of randomized controlled trials (2020) · cites this paper as Buntrock et al., 2016
Buntrock et al. support the depression-prevention part of the citation: the Effectiveness of Intervention section reports fewer new cases of major depression with web-based guided self-help than with the control condition. The paper also notes that web-based interventions reduce depressive symptoms, but this trial studied adults with subthreshold depression and did not establish treatment efficacy for diagnosed depression. The sentence cites other papers for anxiety and alcohol use. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThe intervention is based on GET.ON Mood Enhancer, a program that has been evaluated in multiple randomised controlled trials.
“The intervention is based on “GET.ON Mood Enhancer,” a program that has been evaluated in multiple randomised controlled trials (62–64).”
From Personalised depression forecasting using mobile sensor data and ecological momentary assessment (2022) · cites this paper as [62]
On-line screening and intervention programs have been shown to be feasible and effective for reducing symptoms and preventing onset of full mental disorders.
“On-line screening and intervention programs have been evaluated and shown to be feasible and effective for reducing symptoms (Andersson & Cuijpers, 2009; Spek et al., 2008) and prevent onset of full mental disorders (Buntrock et al., 2016).”
From Severe role impairment associated with mental disorders: Results of the WHO World Mental Health Surveys International College Student Project (2018) · cites this paper as Buntrock et al., 2016
True prevention in the form of reduced 12-month incidence rates was an outcome measure in only two studies.
“Symptom reduction was the primary outcome in all studies, with true prevention in the form of reduced 12-month incidence rates an outcome measure in only two studies [41, 52].”
From eHealth interventions for the prevention of depression and anxiety in the general population: a systematic review and meta-analysis (2017) · cites this paper as [41]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267 · see citing works
The Hospital Anxiety and Depression Scale
Zigmond, A. S., & Snaith, R. P. (1983) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.1983.tb09716.x · Cited by 47,139 · see citing works
CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials
the CONSORT Group, Schulz, K. F., Altman, D. G., & Moher, D. (2010) · BMC Medicine · doi:10.1186/1741-7015-8-18 · Cited by 13,371 · see citing works
Projections of Global Mortality and Burden of Disease from 2002 to 2030
Mathers, C. D., & Loncar, D. (2006) · PLoS Medicine · doi:10.1371/journal.pmed.0030442 · Cited by 11,386 · see citing works
CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials
Schulz, K. F., Altman, D. G., Moher, D., & for the CONSORT Group (2010) · BMJ · doi:10.1136/bmj.c332 · Cited by 9,329 · see citing works
Vos, T., Flaxman, A. D., Naghavi, M., Lozano, R., Michaud, C., Ezzati, M., Shibuya, K., Salomon, J. A., Abdalla, S., Aboyans, V., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61729-2 · Cited by 8,291 · see citing works
Validation of the Insomnia Severity Index as an outcome measure for insomnia research
Bastien, C. (2001) · Sleep Medicine · doi:10.1016/s1389-9457(00)00065-4 · Cited by 8,067 · see citing works
Pearlin, L. I., & Schooler, C. (1978) · Journal of Health and Social Behavior · doi:10.2307/2136319 · Cited by 7,791 · see citing works
Proportional hazards tests and diagnostics based on weighted residuals
GRAMBSCH, P. M., & THERNEAU, T. M. (1994) · Biometrika · doi:10.1093/biomet/81.3.515 · Cited by 5,885 · see citing works
Cross-Validation of Item Selection and Scoring for the SF-12 Health Survey in Nine Countries
Gandek, B., Ware, J. E., Aaronson, N. K., Apolone, G., Bjorner, J. B., Brazier, J. E., Bullinger, M., Kaasa, S., Leplege, A., Prieto, L., et al. (1998) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(98)00109-7 · Cited by 2,907 · see citing works
Improving the reporting of pragmatic trials: An extension of the CONSORT statement
Zwarenstein, M., Treweek, S., Gagnier, J. J., Altman, D. G., Tunis, S., Haynes, B., Oxman, A. D., Moher, D., & groups, F. T. C. A. P. T. I. H. (. (2008) · BMJ · doi:10.1136/bmj.a2390 · Cited by 1,813 · see citing works
Internet-based cognitive behaviour therapy for symptoms of depression and anxiety: A meta-analysis
SPEK, V., CUIJPERS, P., NYKLÍČEK, I., RIPER, H., KEYZER, J., & POP, V. (2007) · Psychological Medicine · doi:10.1017/s0033291706008944 · Cited by 1,586 · see citing works
Survival Analysis: A Self-Learning Text
Carpenter, M. (1997) · Technometrics · doi:10.1080/00401706.1997.10485091 · Cited by 1,350 · see citing works
Ferrari, A. J., Somerville, A. J., Baxter, A. J., Norman, R., Patten, S. B., Vos, T., & Whiteford, H. A. (2013) · Psychological Medicine · doi:10.1017/s0033291712001511 · Cited by 1,230 · see citing works
Lobbestael, J., Leurgans, M., & Arntz, A. (2011) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.693 · Cited by 1,124 · see citing works
Calculating the number needed to treat for trials where the outcome is time to an event
Altman, D. G., & Andersen, P. K. (1999) · BMJ · doi:10.1136/bmj.319.7223.1492 · Cited by 710 · see citing works
Kessler, R. C., Sampson, N. A., Berglund, P., Gruber, M. J., Al-Hamzawi, A., Andrade, L., Bunting, B., Demyttenaere, K., Florescu, S., de Girolamo, G., et al. (2015) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796015000189 · Cited by 636 · see citing works
Andrews, G., Issakidis, C., Sanderson, K., Corry, J., & Lapsley, H. (2004) · British Journal of Psychiatry · doi:10.1192/bjp.184.6.526 · Cited by 560 · see citing works
van Zoonen, K., Buntrock, C., Ebert, D. D., Smit, F., Reynolds, C. F., Beekman, A. T., & Cuijpers, P. (2014) · International Journal of Epidemiology · doi:10.1093/ije/dyt175 · Cited by 425 · see citing works
Gilbody, S., Littlewood, E., Hewitt, C., Brierley, G., Tharmanathan, P., Araya, R., Barkham, M., Bower, P., Cooper, C., Gask, L., et al. (2015) · BMJ · doi:10.1136/bmj.h5627 · Cited by 409 · see citing works
[Long-term treatment of depression].
Keller, M. B. (1994) · PubMed · Cited by 362 · see citing works
Proportional Hazards Tests and Diagnostics Based on Weighted Residuals
Grambsch, P. M., & Therneau, T. M. (1994) · Biometrika · doi:10.2307/2337123 · Cited by 356 · see citing works
Survival Analysis, a Self-Learning Text
Kleinbaum, D. (1998) · Biometrical Journal · doi:10.1002/(sici)1521-4036(199804)40:1 · Cited by 337 · see citing works
Mack, S., Jacobi, F., Gerschler, A., Strehle, J., Höfler, M., Busch, M. A., Maske, U. E., Hapke, U., Seiffert, I., Gaebel, W., et al. (2014) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.1438 · Cited by 284 · see citing works
The Behavioral Activation for Depression Scale–Short Form: Development and Validation
Manos, R. C., Kanter, J. W., & Luo, W. (2011) · Behavior Therapy · doi:10.1016/j.beth.2011.04.004 · Cited by 276 · see citing works
Ebert, 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
The Life Chart Interview: A standardized method to describe the course of psychopathology.
Lyketsos, C. G., Nestadt, G., Cwi, J. S., & Heithoff, K. A. (1994) · International Journal of Methods in Psychiatric Research · Cited by 201 · see citing works
Minimal-contact psychotherapy for sub-threshold depression in primary care
Willemse, G., Smit, F., Cuijpers, P. J., & Tiemens, B. G. (2004) · The British Journal of Psychiatry · doi:10.1192/bjp.185.5.416 · Cited by 149 · see citing works
Preliminary validation of an ultra‐brief version of the Penn State Worry Questionnaire
Berle, D., Starcevic, V., Moses, K., Hannan, A., Milicevic, D., & Sammut, P. (2011) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.724 · Cited by 112 · see citing works
Crippa, J. A. S., de Lima Osório, F., Del-Ben, C. M., Filho, A. S., da Silva Freitas, M. C., & Loureiro, S. R. (2008) · Perspectives In Psychiatric Care · doi:10.1111/j.1744-6163.2008.00183.x · Cited by 109 · see citing works
Cuijpers, P., van Straten, A., Warmerdam, L., & van Rooy, M. J. (2010) · BMC Health Services Research · doi:10.1186/1472-6963-10-181 · Cited by 106 · see citing works
Buntrock, C., Ebert, D. D., Lehr, D., Riper, H. M., Smit, F., Cuijpers, P. J., & Berking, M. (2015) · Psychotherapy and Psychosomatics · doi:10.1159/000438673 · Cited by 102 · see citing works
Preventing postnatal depression in mothers of very preterm infants: a randomised controlled trial
Hagan, R., Evans, S. F., & Pope, S. (2004) · BJOG An International Journal of Obstetrics & Gynaecology · doi:10.1111/j.1471-0528.2004.00165.x · Cited by 79 · see citing works
Dam, E. A., Hosman, C. M. H., Hoogduin, C. A. L., & Schaap, C. P. D. R. (2006) · Journal of Affective Disorders · doi:10.1016/j.jad.2006.06.020 · Cited by 78 · see citing works
The long-term treatment of depression.
Keller, M. B. (1999) · PubMed · Cited by 74 · see citing works
Zhang, D., Lewis, G., Araya, R., Tang, W. K., Mak, W. W. S., Cheung, F. M., Mercer, S. W., Griffiths, S. M., Woo, J., Lee, D., et al. (2014) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.08.015 · Cited by 44 · see citing works
Treatment benefits of duloxetine in major depressive disorder as assessed by number needed to treat
Cookson, J., Gilaberte, I., Desaiah, D., & Kajdasz, D. K. (2006) · International Clinical Psychopharmacology · doi:10.1097/00004850-200609000-00004 · Cited by 29 · see citing works
Otero, P., Smit, F., Cuijpers, P. J., Torres, Á., Blanco, V., & Vázquez, F. L. (2014) · Psychological Medicine · doi:10.1017/s0033291714002505 · Cited by 27 · see citing works
de Jonge, P., Hadj, F. B., Boffa, D., Zdrojewski, C., Dorogi, Y., So, A. K. L., Ruiz, J. R. R., & Stiefel, F. (2009) · Psychosomatics · doi:10.1176/appi.psy.50.3.227 · Cited by 23 · see citing works
Minimal contact psychotherapy for sub-threshold depression in primary care: a randomised trial.
Willemse, G. R. W. M., Smit, F., Cuijpers, W. J. M. J., & Tiemens, B. G. (2004) · Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam) · Cited by 5 · see citing works
Detecting and describing heterogeneity in meta-analysis
Hardy, R. J., & Thompson, S. G. (1998) · Statistics in Medicine · doi:10.1002/(sici)1097-0258(19980430)17:8
Flagged first, then by citations
1 of the 42 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- Lohse MJ, Lorenzen A, Müller-Oerlinghausen B. Psychopharmaka. In: Schwabe U, Pfaffrath D, eds. Arzneiverordnungsreport-Report 2007. Heidelberg, Germany: Springer; 2008:775-813.
- Newcombe RG. Interval estimation for the difference between independent proportions: comparison of eleven methods [published correction appears in Stat Med. 1999;18(10):1293]. Stat Med. 1998;17(8):873-890.
Cited by
Sorted by citations
Auerbach, R. P., Collaborators, W. W.-I., Mortier, P., Bruffaerts, R., Alonso, J., Benjet, C., Cuijpers, P., Demyttenaere, K., Ebert, D. D., Green, J. G., et al. (2018) · Journal of Abnormal Psychology · doi:10.1037/abn0000362 · Cited by 2,522 · see citing works
Time for united action on depression: a Lancet–World Psychiatric Association Commission
Herrman, H., Patel, V., Kieling, C., Berk, M., Buchweitz, C., Cuijpers, P., Furukawa, T. A., Kessler, R. C., Kohrt, B. A., Maj, M., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(21)02141-3 · Cited by 1,104 · see citing works
Preventive psychiatry: a blueprint for improving the mental health of young people
Fusar‐Poli, P., Correll, C. U., Arango, C., Berk, M., Patel, V., & Ioannidis, J. P. A. (2021) · World Psychiatry · doi:10.1002/wps.20869 · Cited by 497 · see citing works
Mohr, D. C., Lyon, A. R., Lattie, E. G., Reddy, M., & Schueller, S. M. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7725 · Cited by 432 · see citing works
Ebert, 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
Heber, E., Ebert, D. D., Lehr, D., Cuijpers, P., Berking, M., Nobis, S., & Riper, H. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.5774 · Cited by 408 · see citing works
Standalone smartphone apps for mental health—a systematic review and meta-analysis
Weisel, K. K., Fuhrmann, L. M., Berking, M., Baumeister, H., Cuijpers, P., & Ebert, D. D. (2019) · npj Digital Medicine · doi:10.1038/s41746-019-0188-8 · Cited by 447 · see citing works
Self-citationThe WPA-Lancet psychiatry commission on the future of psychiatry
Bhugra, D., Tasman, A., Pathare, S., Priebe, S., Smith, S., Torous, J., Arbuckle, M. R., Langford, A., Alarcón, R. D., Chiu, H. F. K., et al. (2017) · The Lancet Psychiatry · doi:10.1016/s2215-0366(17)30333-4 · Cited by 392 · see citing works
Etzelmueller, A., Vis, C., Karyotaki, E., Baumeister, H., Titov, N., Berking, M., Cuijpers, P., Riper, H., & Ebert, D. D. (2020) · Journal of Medical Internet Research · doi:10.2196/18100 · Cited by 356 · see citing works
Self-citationSuicidal Thoughts and Behaviors Among First-Year College Students: Results From the WMH-ICS Project
Mortier, P., Auerbach, R. P., Alonso, J., Bantjes, J., Benjet, C., Cuijpers, P., Ebert, D. D., Green, J. G., Hasking, P., Nock, M. K., et al. (2018) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2018.01.018 · Cited by 307 · see citing works
Self-citationPsychological Treatment of Depression in Primary Care: Recent Developments
Cuijpers, P., Quero, S., Dowrick, C., & Arroll, B. (2019) · Current Psychiatry Reports · doi:10.1007/s11920-019-1117-x · Cited by 296 · see citing works
Self-citationAttitudes towards digital treatment for depression: A European stakeholder survey
Topooco, N., Riper, H., Araya, R., Berking, M., Brunn, M., Chevreul, K., Cieslak, R., Ebert, D. D., Etchmendy, E., Herrero, R., et al. (2017) · Internet Interventions · doi:10.1016/j.invent.2017.01.001 · Cited by 262 · 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-citationDeady, M., Choi, I., Calvo, R. A., Glozier, N., Christensen, H., & Harvey, S. B. (2017) · BMC Psychiatry · doi:10.1186/s12888-017-1473-1 · Cited by 222 · see citing works
Alonso, J., Mortier, P., Auerbach, R. P., Bruffaerts, R., Vilagut, G., Cuijpers, P., Demyttenaere, K., Ebert, D. D., Ennis, E., Gutiérrez-García, R. A., et al. (2018) · Depression and Anxiety · doi:10.1002/da.22778 · Cited by 205 · see citing works
Self-citationDonker, T., Cornelisz, I., van Klaveren, C., van Straten, A., Carlbring, P., Cuijpers, P., & van Gelder, J.-L. (2019) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2019.0219 · Cited by 187 · see citing works
Self-citationPrediction of major depressive disorder onset in college students
Ebert, D. D., Buntrock, C., Mortier, P., Auerbach, R. P., Weisel, K. K., Kessler, R. C., Cuijpers, P. J., Green, J. G., Kiekens, G., Nock, M. K., et al. (2018) · Depression and Anxiety · doi:10.1002/da.22867 · Cited by 169 · see citing works
Segal, Z. V., Dimidjian, S., Beck, A., Boggs, J. M., Vanderkruik, R., Metcalf, C. A., Gallop, R., Felder, J. N., & Levy, J. (2020) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2019.4693 · Cited by 159 · see citing works
The dawn of digital public health in Europe: Implications for public health policy and practice
Wong, B. L. H., Maaß, L., Vodden, A., van Kessel, R., Sorbello, S., Buttigieg, S., & Odone, A. (2022) · The Lancet Regional Health - Europe · doi:10.1016/j.lanepe.2022.100316 · Cited by 154 · see citing works
Paganini, S., Teigelkötter, W., Buntrock, C., & Baumeister, H. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.07.018 · Cited by 144 · see citing works
Improving the Efficiency of Psychotherapy for Depression: Computer-Assisted Versus Standard CBT
Thase, M. E., Wright, J. H., Eells, T. D., Barrett, M. S., Wisniewski, S. R., Balasubramani, G. K., McCrone, P., & Brown, G. K. (2018) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2017.17010089 · Cited by 131 · see citing works
Bot, M., Brouwer, I. A., Roca, M., Kohls, E., Penninx, B. W. J. H., Watkins, E., van Grootheest, G., Cabout, M., Hegerl, U., Gili, M., et al. (2019) · JAMA · doi:10.1001/jama.2019.0556 · Cited by 128 · see citing works
Gilbody, S., Lewis, H., Adamson, J., Atherton, K., Bailey, D., Birtwistle, J., Bosanquet, K., Clare, E., Delgadillo, J., Ekers, D., et al. (2017) · JAMA · doi:10.1001/jama.2017.0130 · Cited by 126 · see citing works
Ebert, D. D., Lehr, D., Heber, E., Riper, H., Cuijpers, P., & Berking, M. (2016) · Scandinavian Journal of Work, Environment & Health · doi:10.5271/sjweh.3573 · Cited by 120 · see citing works
Digital apothecaries: a vision for making health care interventions accessible worldwide
Muñoz, R. F., Chavira, D. A., Himle, J. A., Koerner, K., Muroff, J. R., Reynolds, J., Rose, R. D., Ruzek, J. I., Teachman, B. A., & Schueller, S. M. (2018) · mHealth · doi:10.21037/mhealth.2018.05.04 · Cited by 117 · see citing works
Zhang, A., Borhneimer, L. A., Weaver, A., Franklin, C., Hai, A. H., Guz, S., & Li, S. (2019) · Journal of Behavioral Medicine · doi:10.1007/s10865-019-00046-z · Cited by 122 · see citing works
Domhardt, M., Steubl, L., Boettcher, J., Buntrock, C., Karyotaki, E., Ebert, D. D., Cuijpers, P., & Baumeister, H. (2021) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101953 · Cited by 106 · see citing works
Self-citationCuijpers, P., Kleiboer, A., Karyotaki, E., & Riper, H. (2017) · Depression and Anxiety · doi:10.1002/da.22641 · Cited by 112 · see citing works
Alvarez-Jimenez, M., Rice, S., D'Alfonso, S., Leicester, S., Bendall, S., Pryor, I., Russon, P., McEnery, C., Santesteban-Echarri, O., Da Costa, G., et al. (2020) · Journal of Medical Internet Research · doi:10.2196/17155 · Cited by 106 · see citing works
Urech, C., Grossert, A., Alder, J., Scherer, S., Handschin, B., Kasenda, B., Borislavova, B., Degen, S., Erb, J., Faessler, A., et al. (2018) · Journal of Clinical Oncology · doi:10.1200/jco.2017.74.8491 · Cited by 98 · see citing works
Ormel (2019) · doi:10.1097/yco.0000000000000505 · Cited by 102 · see citing works
Reins, J. A., Buntrock, C., Zimmermann, J., Grund, S., Harrer, M., Lehr, D., Baumeister, H., Weisel, K. K., Domhardt, M., Imamura, K., et al. (2020) · Psychotherapy and Psychosomatics · doi:10.1159/000507819 · Cited by 97 · see citing works
Rigabert, A., Motrico, E., Moreno-Peral, P., Resurrección, D. M., Conejo-Cerón, S., Cuijpers, P., Martín-Gómez, C., López-Del-Hoyo, Y., & Bellón, J. Á. (2020) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101931 · Cited by 92 · see citing works
Hidalgo‐Mazzei, D., Reinares, M., Mateu, A., Nikolova, V. L., Bonnín, C. D. M., Samalin, L., García-Estela, A., Pérez, V., Young, A. H., Strejilevich, S., et al. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.08.048 · Cited by 92 · see citing works
Bolinski, F., Boumparis, N., Kleiboer, A., Cuijpers, P., Ebert, D. D., & Riper, H. (2020) · Internet Interventions · doi:10.1016/j.invent.2020.100321 · Cited by 87 · see citing works
Zarski, A.-C., Berking, M., Reis, D., Lehr, D., Buntrock, C., Schwarzer, R., & Ebert, D. D. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.8814 · Cited by 87 · see citing works
Zhou, T., Li, X., Pei, Y., Gao, J., & Kong, J. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-1061-9 · Cited by 89 · see citing works
A systematic review and meta-analysis on the efficacy of Internet-delivered behavioral activation
Huguet, A., Miller, A., Kisely, S. R., Rao, S., Saadat, N., & McGrath, P. J. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.02.073 · Cited by 85 · see citing works
Ebert, D. D., Buntrock, C., Lehr, D., Smit, F., Riper, H., Baumeister, H., Cuijpers, P., & Berking, M. (2018) · Behavior Therapy · doi:10.1016/j.beth.2017.05.004 · Cited by 75 · see citing works
Self-citationZhang, A., Franklin, C., Jing, S., Bornheimer, L. A., Hai, A. H., Himle, J. A., Kong, D., & Ji, Q. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.12.008 · Cited by 83 · see citing works
Buntrock, C., Berking, M., Smit, F., Lehr, D., Nobis, S., Riper, H. M., Cuijpers, P. J., & Ebert, D. D. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6587 · Cited by 78 · see citing works
Subthreshold depression – concept, operationalisation and epidemiological data. A scoping review
Volz, H., Stirnweiß, J., Kasper, S. F., Möller, H., & Seifritz, E. (2022) · International Journal of Psychiatry in Clinical Practice · doi:10.1080/13651501.2022.2087530 · Cited by 77 · 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
Etzelmueller, A., Radkovsky, A., Hannig, W., Berking, M., & Ebert, D. D. (2018) · Internet Interventions · doi:10.1016/j.invent.2018.01.003 · Cited by 75 · see citing works
Self-citationBeiwinkel, T., Eißing, T., Telle, N.-T., Siegmund-Schultze, E., & Rössler, W. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6546 · Cited by 62 · see citing works
What is needed to eradicate the depression epidemic, and why
Ormel, J., Cuijpers, P., Jorm, A., & Schoevers, R. A. (2020) · Mental Health & Prevention · doi:10.1016/j.mhp.2019.200177 · Cited by 67 · see citing works
Self-citationHarrer, M., Apolinário-Hagen, J., Fritsche, L., Salewski, C., Zarski, A.-C., Lehr, D., Baumeister, H., Cuijpers, P., & Ebert, D. D. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100374 · Cited by 63 · see citing works
Sander, L. B., Paganini, S., Terhorst, Y., Schlicker, S., Lin, J., Spanhel, K., Buntrock, C., Ebert, D. D., & Baumeister, H. (2020) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2020.1021 · Cited by 63 · see citing works
Reins, J. A., Boß, L., Lehr, D., Berking, M., & Ebert, D. D. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.12.065 · Cited by 61 · see citing works
Self-citationWhen and How to Treat Subthreshold Depression
Kroenke, K. (2017) · JAMA · doi:10.1001/jama.2017.0233 · Cited by 60 · see citing works
Weisel, K. K., Zarski, A.-C., Berger, T., Krieger, T., Schaub, M. P., Moser, C. T., Berking, M., Dey, M., Botella, C., Baños, R., et al. (2019) · Internet Interventions · doi:10.1016/j.invent.2018.04.002 · Cited by 57 · see citing works
Self-citationA qualitative study of university students' experience of Internet‐based CBT for depression
Gericke, F., Ebert, D. D., Breet, E., Auerbach, R. P., & Bantjes, J. (2021) · Counselling and Psychotherapy Research · doi:10.1002/capr.12465 · Cited by 57 · see citing works
Ebert, D. D., Kählke, F., Buntrock, C., Berking, M., Smit, F., Heber, E., Baumeister, H., Funk, B., Riper, H. M., & Lehr, D. (2017) · Scandinavian Journal of Work Environment & Health · doi:10.5271/sjweh.3691 · Cited by 57 · see citing works
Biella, M. M., Borges, M. K., Strauss, J., Mauer, S., Martinelli, J. E., & Aprahamian, I. (2019) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s223640 · Cited by 52 · see citing works
Afra, P., Bruggers, C. S., Sweney, M., Fagatele, L., Alavi, F., Greenwald, M. J., Huntsman, M., Nguyen, K., Jones, J. K., Shantz, D., et al. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00171 · Cited by 53 · see citing works
Zarski, A., Berking, M., Fackiner, C., Rosenau, C., & Ebert, D. D. (2017) · The Journal of Sexual Medicine · doi:10.1016/j.jsxm.2016.12.232 · Cited by 51 · see citing works
It Is Time to Invest in the Prevention of Depression
Ebert, D. D., & Cuijpers, P. (2018) · JAMA Network Open · doi:10.1001/jamanetworkopen.2018.0335 · Cited by 45 · see citing works
Personalised depression forecasting using mobile sensor data and ecological momentary assessment
Kathan, A., Harrer, M., Küster, L., Triantafyllopoulos, A., He, X., Milling, M., Gerczuk, M., Yan, T., Rajamani, S. T., Heber, E., et al. (2022) · Frontiers in Digital Health · doi:10.3389/fdgth.2022.964582 · Cited by 47 · see citing works
Self-citationZwerenz, R., Becker, J., Johansson, R., Frederick, R. J., Andersson, G., & Beutel, M. E. (2017) · JMIR Mental Health · doi:10.2196/mental.7889 · Cited by 46 · see citing works
Schlicker, S., Baumeister, H., Buntrock, C., Sander, L., Paganini, S., Lin, J., Berking, M., Lehr, D., & Ebert, D. D. (2020) · JMIR Mental Health · doi:10.2196/16398 · Cited by 46 · see citing works
Self-citationCaye, A., Agnew‐Blais, J. C., Arseneault, L., Gonçalves, H., Kieling, C., Langley, K., Menezes, A. M. B., Moffitt, T. E., Passos, I. C., Rocha, T. B.-M., et al. (2019) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796019000283 · Cited by 46 · see citing works
Nishi, D., Imamura, K., Watanabe, K., Obikane, E., Sasaki, N., Yasuma, N., Sekiya, Y., Matsuyama, Y., & Kawakami, N. (2022) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.13458 · Cited by 45 · see citing works
Sander, L., Paganini, S., Lin, J., Schlicker, S., Ebert, D. D., Buntrock, C., & Baumeister, H. (2017) · BMC Psychiatry · doi:10.1186/s12888-017-1193-6 · Cited by 44 · see citing works
Microinterventions produce immediate but not lasting benefits in mood and distress
Elefant, A. B., Contreras, O., Muñoz, R. F., Bunge, E. L., & Leykin, Y. (2017) · Internet Interventions · doi:10.1016/j.invent.2017.08.004 · Cited by 42 · see citing works
Updated taxonomy of digital mental health interventions: a conceptual framework
Pineda, B. S., Mejia, R., Qin, Y., Martinez, J., Delgadillo, L. G., & Muñoz, R. F. (2023) · mHealth · doi:10.21037/mhealth-23-6 · Cited by 41 · see citing works
Evaluation of randomized controlled trials: a primer and tutorial for mental health researchers
Harrer, M., Cuijpers, P. J., Schuurmans, L., Kaiser, T., Buntrock, C., van Straten, A., & Ebert, D. D. (2023) · Trials · doi:10.1186/s13063-023-07596-3 · Cited by 37 · see citing works
Internet- und mobilebasierte Ansätze
Baumeister, H., Lin, J., & Ebert, D. D. (2017) · Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz · doi:10.1007/s00103-017-2518-9 · Cited by 40 · see citing works
Tokgöz, P., Hrynyschyn, R., Hafner, J., Schönfeld, S., & Dockweiler, C. (2021) · JMIR Mental Health · doi:10.2196/26268 · Cited by 36 · see citing works
Graham, A. K., Greene, C. J., Powell, T., Lieponis, P., Lunsford, A., Peralta, C. D., Orr, L. C., Kaiser, S. M., Alam, N., Berhane, H., et al. (2020) · Translational Behavioral Medicine · doi:10.1093/tbm/ibz140 · Cited by 36 · see citing works
Using the Habit App for Weight Loss Problem Solving: Development and Feasibility Study
Pagoto, S., Tulu, B., Agu, E., Waring, M. E., Oleski, J. L., & Jake‐Schoffman, D. E. (2018) · JMIR mhealth and uhealth · doi:10.2196/mhealth.9801 · Cited by 33 · see citing works
Bolinski, F., Kleiboer, A., Karyotaki, E., Bosmans, J. E., Zarski, A.-C., Weisel, K. K., Ebert, D. D., Jacobi, C., Cuijpers, P., & Riper, H. (2018) · Trials · doi:10.1186/s13063-018-2477-y · Cited by 31 · see citing works
Lattie, E. G., Ho, J., Sargent, E., Tomasino, K. N., Smith, J. D., Brown, C. H., & Mohr, D. C. (2017) · Internet Interventions · doi:10.1016/j.invent.2017.02.003 · Cited by 31 · see citing works
Ying, Y., Ji, Y., Kong, F., Wang, M., Chen, Q., Wang, L., Hou, Y., Yu, L., Zhu, L., Miao, P., et al. (2022) · Psychological Medicine · doi:10.1017/s0033291722000599 · Cited by 31 · see citing works
Efficacy of a Maternal Depression Prevention Strategy in Head Start
Silverstein, M., Díaz‐Linhart, Y., Cabral, H., Beardslee, W. R., Hegel, M. T., Haile, W., Sander, J., Patts, G. J., & Feinberg, E. (2017) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2017.1001 · Cited by 31 · see citing works
Chen, S., Que, J., Chan, N. Y., Shi, L., Li, S. X., Chan, J. W. Y., Huang, W., Chen, X., Tsang, C. C., Ho, Y. L., et al. (2025) · PLoS Medicine · doi:10.1371/journal.pmed.1004510 · Cited by 30 · see citing works
Fang, S., Wang, X. Q., Yang, B. X., Liu, X. J., Morris, D. L., & Yu, S. H. (2019) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2019.152127 · Cited by 30 · see citing works
Li, H., Wei, D., Sun, J., Zhang, Q., & Qiu, J. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01354 · Cited by 29 · see citing works
Fernández, A., Salvador‐Carulla, L., Choi, I., Calvo, R. A., Harvey, S. B., & Glozier, N. (2017) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867417704506 · Cited by 30 · see citing works
Li, X., Zhang, H., Han, X., Guo, L., Ceban, F., Liao, Y., Shi, J., Wang, W., Liu, Y., Song, W., et al. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.999047 · Cited by 28 · see citing works
Mood management effects of brief unsupported internet interventions
Bunge, E. L., Williamson, R. E., Cano, M. T., Leykin, Y., & Muñoz, R. F. (2016) · Internet Interventions · doi:10.1016/j.invent.2016.06.001 · Cited by 28 · see citing works
Purgato, M., Prina, E., Ceccarelli, C., Cadorin, C., Abdulmalik, J. O., Amaddeo, F., Arcari, L., Churchill, R., Jordans, M. J., Lund, C., et al. (2023) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd014722.pub2 · Cited by 27 · see citing works
Harnessing psychology and technology to contribute to making health care a universal human right
Muñoz, R. F. (2022) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2019.07.003 · Cited by 26 · see citing works
The efficiency model of support and the creation of digital apothecaries.
Muñoz, R. F. (2017) · Clinical Psychology: Science and Practice · doi:10.1111/cpsp.12174 · Cited by 25 · see citing works
Klein, J. P., Späth, C., Schröder, J., Meyer, B., Greiner, W., Hautzinger, M., Lutz, W., Rose, M., Vettorazzi, E., Andersson, G., et al. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2017.07.013 · Cited by 25 · see citing works
Pedersen, S. S., Andersen, C. M., Ahm, R., Skovbakke, S. J., Kok, R., Helmark, C., Wiil, U. K., Schmidt, T., Olsen, K. R., Hjelmborg, J., et al. (2021) · BMC Cardiovascular Disorders · doi:10.1186/s12872-020-01801-w · Cited by 24 · see citing works
Chen, G., Guo, Z., Chen, P., Yang, Z., Yan, H., Sun, S., Ma, W., Zhang, Y., Qi, Z., Fang, W., et al. (2024) · International Journal of Clinical and Health Psychology · doi:10.1016/j.ijchp.2024.100483 · Cited by 24 · see citing works
Schlicker, S., Ebert, D., Middendorf, T., Titzler, I., & Berking, M. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.10.047 · Cited by 25 · see citing works
Nishi, D., Imamura, K., Watanabe, K., Ishikawa, H., Tachimori, H., Takeshima, T., & Kawakami, N. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.11.089 · Cited by 24 · see citing works
Spanhel, K., Burdach, D., Pfeiffer, T., Lehr, D., Spiegelhalder, K., Ebert, D. D., Baumeister, H., Bengel, J., & Sander, L. (2021) · Journal of Sleep Research · doi:10.1111/jsr.13493 · Cited by 24 · see citing works
Schriewer, K., & Bulaj, G. W. (2016) · Frontiers in Public Health · doi:10.3389/fpubh.2016.00217 · Cited by 24 · see citing works
Bolinski, F., Kleiboer, A., Neijenhuijs, K., Karyotaki, E., Wiers, R., de Koning, L., Jacobi, C., Zarski, A.-C., Weisel, K. K., Cuijpers, P., et al. (2022) · Journal of Medical Internet Research · doi:10.2196/40892 · Cited by 24 · see citing works
Internetbasierte Resilienzförderung und Prävention psychischer Erkrankungen
Lehr, D., Kunzler, A. M., Helmreich, I., Behrendt, D., Chmitorz, A., & Lieb, K. (2018) · Der Nervenarzt · doi:10.1007/s00115-018-0532-2 · Cited by 22 · see citing works
Grünzig, S.-D., Baumeister, H., Bengel, J., Ebert, D. D., & Krämer, L. V. (2018) · Trials · doi:10.1186/s13063-018-2657-9 · Cited by 23 · see citing works
Braun, L., Titzler, I., Terhorst, Y., Freund, J., Thielecke, J., Ebert, D. D., & Baumeister, H. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.09.066 · Cited by 24 · see citing works
Practical issues in delivery of clinician-to-patient telemental health in an academic medical center
Abrams, J., Sossong, S., Schwamm, L. H., Barsanti, L., Carter, M., Kling, N., Kotarski, M., Leddy, J., Meller, B., Simoni, M., et al. (2017) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000142 · Cited by 20 · see citing works
Purgato, M., Abdulmalik, J. O., Prina, E., Ceccarelli, C., Tol, W. A., van Ginneken, N., Uphoff, E., Papola, D., Amaddeo, F., Churchill, R. C., et al. (2021) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd014722 · Cited by 21 · see citing works
Huang, K., You, S., Yue, X., Yan, S., Bai, L., He, R., Jiao, Y., Han, B., Momin, K., Wu, J., et al. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115333 · Cited by 21 · see citing works
van de Beek, M. H., van der Krieke, L., Schoevers, R., & Veling, W. (2017) · PLoS ONE · doi:10.1371/journal.pone.0179827 · Cited by 18 · see citing works
Rosellini, A. J., Stein, M. B., Benedek, D. M., Bliese, P. D., Chiu, W. T., Hwang, I. H., Monahan, J. T., Nock, M. K., Sampson, N. A., Street, A. E., et al. (2018) · Depression and Anxiety · doi:10.1002/da.22807 · Cited by 21 · see citing works
Bendig, E., Bauereiß, N., Buntrock, C., Habibović, M., Ebert, D. D., & Baumeister, H. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100375 · Cited by 20 · see citing works
Self-citation
- Authors
- Buntrock, C., Ebert, D. D., Lehr, D., Smit, F., Riper, H., Berking, M., & Cuijpers, P.
- Affiliations
- Leuphana University of Lüneburg (DE)
- Trimbos Institute (NL)
- Corresponding author
- Ebert, David Daniel
- ORCID
- Venue
- JAMA
- Publisher
- American Medical Association (AMA)
- Published
- 2016-05-03
- Volume
- 315
- Issue
- 17
- Pages
- 1854
- ISSN
- 0002-9955 (ISSN-L)
- 0098-7484
- OpenAlex
- W2345502178
- Cited by
- 232
- References
- 42
- Citations by year
- 2026: 16 · 2025: 20 · 2024: 10 · 2023: 15 · 2022: 17 · 2021: 21 · 2020: 33 · 2019: 25 · 2018: 27 · 2017: 39 · 2016: 9
- FWCI
- 51.37
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- JAMA (publishedVersion)
- PubMed (publishedVersion)
- Amsterdam UMC (VU Amsterdam) - Institutional Repository (publishedVersion)
- VU Research Portal (publishedVersion, other-oa)
- Pure Amsterdam UMC (acceptedVersion, other-oa)
- eScholarship@McGill (McGill) (submittedVersion)
- Multilingual Matters (Channel View Publications) (submittedVersion, other-oa)
- University of Southern Denmark Research Portal (University of Southern Denmark) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Funders
- European Commission
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- subthreshold depression, cognitive behavioral therapy, problem-solving therapy, online psychoeducation, online intervention, primary care, adults, number needed to treat, workplace mental health promotion, cost-effectiveness, quality of life
- MeSH terms
- Adult, Depression, Depressive Disorder, Major, Major Depressive Disorder, Female, Humans, Male, Middle Aged, Primary Health Care, Problem Solving, Recurrence, Self Care, Cognitive Behavioral Therapy, Internet
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