Meta Science
Impact of generative AI oN Science and Society
Fundamentals of living guidelines and their principles based on our international summits, published in Nature, can be found here, and our article on priorities for research and society using using AI here.
Selected Publications
Bockting, C. L., van Dis, E. A. M., van Rooij, R., Zuidema, W., & Bollen, J. (2023). Living guidelines for generative AI — why scientists must oversee its use. Nature, 622, 693-696. https://doi.org/10.1038/d41586-023-03266-1
van Dis, E. A. M., Bollen, J., Zuidema, W., van Rooij, R., & Bockting, C. L. (2023). ChatGPT: five priorities for research. Nature, 614(7947), 224–226. https://doi.org/10.1038/d41586-023-00288-7
RELAPSE PREVENTION IN DEPRESSION AND ANXIETY
Ongoing Studies
STAYFINE-App: Relapse Prevention in Adolescents
More than one in five adolescents has to deal with anxiety or a depressive disorder before the age of 21. Even after recovery, the prevalence of relapse is especially high in this age group. To investigate whether it is possible to prevent relapse through ongoing monitoring and momentary app-based interventions, we are conducting a randomized controlled trial evaluating the effectiveness of personalized combination of app-based interventions with the guidance of loved experience experts. This project is conducted with funding from ZonMw. For further information, see www.stayfine.nl.
ITFRA Consortium
ITFRA (International TaskForce for RelApse prevention of depression and anxiety) is a research taskforce aiming to improve our understanding of the prevention of relapse in depression, harmonize outcome and moderator measurement, and advocate for improved outcomes for people who have experienced depression. The current projects are largely focused on individual participant data meta-analysis and meta-analyses aiming to identify what works for whom and evaluate treatment approaches such as the role of psychological interventions and antidepressants in preventing relapse or recurrence. For more information, see ITFRA.org.
MINDCOG: Understanding Mechanisms of Depression Prevention
MINDCOG is a randomized cross-over trial to investigate mechanisms of mindfulness and positive fantasizing (ingredient of PCT) as intervention techniques for reducing perseverative cognition (PC) in remitted depressed individuals. The current study aims to 1) test whether momentary psychological and psychophysiological indices of PC are differentially affected by positive fantasizing versus mindfulness-based interventions, 2) test whether the mechanisms of change by which fantasizing and mindfulness affect PC differ between remitted Major Depressive Disorder versus never-depressed individuals, and 3) explore potential moderators of the main effects of the two interventions (i.e., what works for whom). For more information (in Dutch), see MINDCOG.
Selected Publications
Besten, M. E., van Vugt, M., Riese, H., Bockting, C. L., Ostafin, B. D., Aleman, A., & van Tol, M. J. (2024). Understanding mechanisms of depression prevention: Study protocol of a randomized cross-over trial to investigate mechanisms of mindfulness and positive fantasizing as intervention techniques for reducing perseverative cognition in remitted depressed individuals. BMC Psychiatry, 24(1), 141. https://doi.org/10.1186/s12888-024-05592-8
de Jonge, M., Blankers, M., Bockting, C. L., van Dijk, M. K., Kikkert, M. J., & Dekker, J. J. M. (2024). Economic evaluation of preventive cognitive therapy versus care as usual in cognitive behavioral therapy responders. Frontiers in Psychiatry, 14. https://doi.org/10.3389/fpsyt.2023.1134071
Breedvelt, J. J. F., Karyotaki, E., Warren, F. C., Brouwer, M. E., Jermann, F., Hollandare, F., Klein, N., de Jonge, M., Klein, D. N., Farb, N., Segal, Z., Biesheuvel Leliefeld, K. E. M., Jarrett, R., Vittengl, J., Thase, M., Ma, H., Kuyken, W., Shallcross, A. J., van Heeringen, C., … Bockting, C. L. (2024). An individual participant data meta-analysis of psychological interventions for preventing depression relapse. Nature Mental Health, 2(2), 154–163. https://doi.org/10.1038/s44220-023-00178-x
Böttcher, L., Breedvelt, J. J. F., Warren, F. C., Segal, Z., Kuyken, W., & Bockting, C. L. (2023). Identifying relapse predictors in individual participant data with decision trees. BMC Psychiatry, 23(1), 835. https://doi.org/10.1186/s12888-023-05214-9
Robberegt, S. J., Brouwer, M. E., Kooiman, B. E., Stikkelbroek, Y. A., Nauta, M. H., & Bockting, C. L. (2022). Meta-analysis: Relapse prevention strategies for depression and anxiety in remitted adolescents and young adults. Journal of the American Academy of Child & Adolescent Psychiatry, 62(3), 306-317. https://doi.org/10.1016/j.jaac.2022.04.014
Breedvelt, J., Brouwer, M. E., Harrer, M., Semkovska, M., Ebert, D. D., Cuijpers, P., & Bockting, C. L. (2021). Psychological interventions as an alternative and add-on to antidepressant medication to prevent depressive relapse: systematic review and meta-analysis. The British journal of psychiatry: The Journal of Mental Science, 219(4), 538–545. https://doi.org/10.1192/bjp.2020.198
Breedvelt, J., Warren, F. C., Segal, Z., Kuyken, W., & Bockting, C. L. (2021). Continuation of antidepressants vs sequential psychological interventions to prevent relapse in depression: An individual participant data meta-analysis. JAMA Psychiatry, 78(8), 868–875. https://doi.org/10.1001/jamapsychiatry.2021.0823
Bockting, C. L., Klein, N. S., Elgersma, H. J., van Rijsbergen, G. D., Slofstra, C., Ormel, J., . . . Burger, H. (2018). Effectiveness of preventive cognitive therapy while tapering antidepressants versus maintenance antidepressant treatment versus their combination in prevention of depressive relapse or recurrence (DRD study): A three-group, multicentre, randomised controlled trial. Lancet Psychiatry, 5(5), 401-410. https://doi.org/10.1016/s2215-0366(18)30100-7
Bockting, C. L., Hollon, S. D., Jarrett, R. B., Kuyken, W., & Dobson, K. (2015). A lifetime approach to major depressive disorder: The contributions of psychological interventions in preventing relapse and recurrence. Clinical Psychology Review, 41, 16-26. https://doi.org/10.1016/j.cpr.2015.02.003
MULTIMODAL INTERVENTIONS, PERSONALIZATION AND TECHNOLOGY-BASED INTERVENTIONS
Ongoing Studies
REPAIR Study
Rebuilding Parent young Adult Interpersonal Relationships (REPAIR) is a randomized controlled trial evaluating the cost-effectiveness of family therapy (attachment based family therapy) to target in adolescents and young adults in in Belgium and The Netherlands. This project is conducted with funding from Benefit (ZonMw and KCE). For more information, see repairstudy.com.
HERSTEL Study
Patients partially remitted from depression are at increased risk of relapse. In the HERSTEL-study (eng. RECOVERY), we aim to further reduce depressive symptoms and the risk of relapse using multilevel interventions. To attain this goal, we compare the efficacy of Preventive Cognitive Therapy combined with a serious computer game intervention that targets cognitive functioning to Preventive Cognitive Therapy alone. This project is conducted with funding from the Hersenstichting. For further information, see www.herstelstudie.nl.
113.nl
In this project we conduct a randomized controlled trial comparing online CBT to online psycho-education that targets suicidality for individuals that seek help at 113.nl. In collaboration with 113 Zelfmoordpreventie (113.nl).
Virtual Reality
A new treatment has been developed for depression using Virtual Reality interventions to target anhedonia and behavioral activation in depression together with dr. Martine van Bennekom (GGZ Delfland; ggz-delfland.nl). A proof of concept study is ongoing, with a randomized momentary assessment design. For further information, see VRMentalHealth.nl.
Another related study concerns a micro momentary assessment randomized controlled trial evaluating the effect of Virtual Reality for psycho-education on self-stigma in depression (with GGZ Delfland). For an interview with PhD student Nancy Kramer on these projects, see kenniscentrum-kjp.nl.
Intervention Chatbot
Sustainable Technology for Adolescents and youth to Reduce Stress (STARS) is a WHO chatbot-intervention using an guided, interactive conversational agent to deliver self-help.
Selected Publications
Deisenhofer, A.-K., Barkham, M., Beierl, E. T., Schwartz, B., Aafjes-van Doorn, K., Beevers, C. G., Berwian, I. M., Blackwell, S. E., Bockting, C. L., Brakemeier, E.-L., … Cohen, Z. D. (2024). Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward. Behaviour Research and Therapy, 172, 104443. https://doi.org/10.1016/j.brat.2023.104443
Reininghaus, U., Daemen, M., Postma, M. R., Schick, A., Hoes-van der Meulen, I., Volbragt, N., Nieman, D., Delespaul, P., de Haan, L., van der Pluijm, M., Breedvelt, J. J. F., … Bockting, C. L., & van Amelsvoort, T. (2023). Transdiagnostic ecological momentary intervention for improving self-esteem in youth exposed to childhood adversity: The SELFIE randomized clinical trial. JAMA Psychiatry, e234590. https://doi.org/10.1001/jamapsychiatry.2023.4590
Kooiman, B. E., Robberegt, S. J., Albers, C. J., Bockting, C. L., Stikkelbroek, Y. A., & Nauta, M. H. (2023). Congruency of multimodal data-driven personalization with shared decision-making for StayFine: individualized app-based relapse prevention for anxiety and depression in young people. Frontiers in psychiatry, 14, 1229713. https://doi.org/10.3389/fpsyt.2023.1229713
Gülpen, J., Brouwer, M. E., Geurtsen, G. J., van Dis, E. A. M., Denys, D. A. J. P., & Bockting, C. L. (2023). Treatments for partial remission of major depressive disorder: A systematic review and meta-analysis. BMJ Mental Health, 26(1), 1–9. https://doi.org/10.1136/bmjment-2023-300827
van der Wal, J. M., van Borkulo, C. D., Haslbeck, J. M. B., Slofstra, C., Klein, N. S., Blanken, T. F., Deserno, M. K., Lok, A., Nauta, M. H., & Bockting, C. L. (2023). Differential impact of preventive cognitive therapy while tapering antidepressants versus maintenance antidepressant treatment on affect fluctuations and individual affect networks and impact on relapse: A secondary analysis of a randomised controlled trial. eClinicalMedicine, 66. https://doi.org/10.1016/j.eclinm.2023.102329
Schipper-Kramer Freher, N., Bexkens, A., van Bennekom, M., Veling, W., & Bockting, C. L. (2022). Virtual reality for psycho-education on self-stigma in depression: Design of a randomised controlled trial. Psychiatry Research Communications, 2(4), 100086. https://doi.org/10.1016/j.psycom.2022.100086
Legemaat, A. M., Semkovska, M., Brouwer, M., Geurtsen, G. J., Burger, H., Denys, D., & Bockting, C. L. (2021). Effectiveness of cognitive remediation in depression: A meta-analysis. Psychological Medicine, 52(16), 1–16. https://doi.org/10.1017/S0033291721001100
Fu, Z., Brouwer, M. E., Kennis, M., Williams, A., Cuijpers, P., Bockting, C. L. (2021). Psychological factors for the onset of depression: a meta-analysis of prospective studies. BMJ Open. 2021 11:e050129. doi:10.1136/bmjopen-2021-050129
van der Wal, J. M., Arjadi, R., Nauta, M. H., Burger, H., & Bockting, C. L. (2020). Guided internet interventions for depression: Impact of sociodemographic factors on treatment outcome in Indonesia. Behaviour Research and Therapy, 103589. https://doi.org/10.1016/j.brat.2020.103589
Fu, Z., Burger, H., Arjadi, R., & Bockting, C. L. (2020). Effectiveness of digital psychological interventions for mental health problems in low-income and middle-income countries: A systematic review and meta-analysis. Lancet Psychiatry. 7(10), 851-864. https://doi.org/10.1016/S2215-0366(20)30256-X
Kennis, M., Gerritsen, L., van Dalen, M., Williams, A., Cuijpers, P., & Bockting, C. L. (2020). Prospective biomarkers of major depressive disorder: A systematic review and meta-analysis. Molecular Psychiatry, 25(2), 321-338. https://doi.org/10.1038/s41380-019-0585-z
Arjadi, R., Nauta, M. H., Scholte, W. F., Hollon, S. D., Chowdhary, N., Suryani, A. O., . . . Bockting, C. L. (2018). Internet-based behavioural activation with lay counsellor support versus online minimal psychoeducation without support for treatment of depression: A randomised controlled trial in Indonesia. Lancet Psychiatry, 5(9), 707-716. https://doi.org/10.1016/s2215-0366(18)30223-2
Slofstra, C., Nauta, M. H., Bringmann, L. F., Klein, N. S., Albers, C. J., Batalas, N., . . . Bockting, C. L. (2018). Individual negative affective trajectories can be detected during different depressive relapse prevention strategies. Psychotherapy and Psychosomatics, 87(4), 243-245. https://doi.org/10.1159/000489044
COMPLEX SYSTEMS AND COMMON MENTAL HEALTH CONDITIONS
Interview on complexity with the Mental Elf: ‘Moving beyond simplification: embracing the complexity of mental health.’
Ongoing Projects
Centre for Urban Mental Health: From Complexity to Action
For complexity projects with the Centre for Urban Mental Health, see the UMH website. For all complexity projects with the Institute for Advanced Study (IAS), see ias.uva.nl.
Selected Publications
Scheffer, M., Bockting, C. L., Borsboom, D., Cools, R., Delecroix, C., Hartmann, J. A., Kendler, K. S., van de Leemput, I., van der Maas, H. L. J., van Nes, E., Mattson, M., McGorry, P. D., & Nelson, B. (2024). A dynamical systems view of psychiatric disorders—Practical implications: A review. JAMA Psychiatry, 81(6):624-630. https://doi.org/10.1001/jamapsychiatry.2024.0228
Scheffer, M., Bockting, C. L., Borsboom, D., Cools, R., Delecroix, C., Hartmann, J. A., Kendler, K. S., van de Leemput, I., van der Maas, H. L. J., van Nes, E., Mattson, M., McGorry, P. D., & Nelson, B. (2024). A dynamical systems view of psychiatric disorders—Theory: A review. JAMA Psychiatry., 81(6):618-623 https://doi.org/10.1001/jamapsychiatry.2024.0215
Franzoi, D., Bockting, C. L., Bennett, K. F., Odom, A., Lucassen, P. J., Pathania, A., Lee, A., Brouwer, M. E., van de Schoot, R., Wiers, R. W., & Breedvelt, J. J. F. (2024). Which individual, social, and urban factors in early childhood predict psychopathology in later childhood, adolescence and young adulthood? A systematic review. SSM – Population Health, 25, 101575. https://doi.org/10.1016/j.ssmph.2023.101575
van der Wal, J. M., van Borkulo, C. D., Haslbeck, J. M. B., Slofstra, C., Klein, N. S., Blanken, T. F., Deserno, M. K., Lok, A., Nauta, M. H., & Bockting, C. L. (2023). Differential impact of preventive cognitive therapy while tapering antidepressants versus maintenance antidepressant treatment on affect fluctuations and individual affect networks and impact on relapse: A secondary analysis of a randomised controlled trial. eClinicalMedicine, 66, 102329. https://doi.org/10.1016/j.eclinm.2023.102329
Bringmann, L. F., Albers, C., Bockting, C. L., Borsboom, D., Ceulemans, E., Cramer, A., Epskamp, S., Eronen, M. I., Hamaker, E., Kuppens, P., Lutz, W., McNally, R. J., Molenaar, P., Tio, P., Voelkle, M. C., & Wichers, M. (2022). Psychopathological networks: Theory, methods and practice. Behaviour Research and Therapy, 149, 104011. https://doi.org/10.1016/j.brat.2021.104011
van der Wal, J. M., van Borkulo, C. D., Deserno, M. K., Breedvelt, J. J. F., Lees, M., Lokman, J. C., Borsboom, D., Denys, D., van Holst, R. J., Smidt, M. P., Stronks, K., Lucassen, P. J., van Weert, J. C. M., Sloot, P. M. A., Bockting, C. L., & Wiers, R. W. (2021). Advancing urban mental health research: from complexity science to actionable targets for intervention. Lancet Psychiatry, 8(11), 991–1000. https://doi.org/10.1016/s2215-0366(21)00047-x
Brouwer, M. E., Molenaar, N. M., Burger, H., Williams, A. D., Albers, C., Lambregtse-van den Berg, M., & Bockting, C. L. (2020). Tapering antidepressants while receiving digital Preventive Cognitive Therapy during pregnancy: An experience sampling methodology trial. Frontiers in Psychiatry, 11, 574357. https://doi.org/10.3389/fpsyt.2020.574357
Holmes, E. A., Ghaderi, A., Harmer, C. J., Ramchandani, P. G., Cuijpers, P., Morrison, A. P., Roiser, J. P., Bockting, C. L., O’Connor, R. C., Shafran, R., Moulds, M. L., & Craske, M. G. (2018). The Lancet Psychiatry Commission on psychological treatments research in tomorrow’s science. The Lancet. Psychiatry, 5(3), 237–286. https://doi.org/10.1016/S2215-0366(17)30513-8
De Beurs, D., Bockting, C. L., Kerkhof, A., Scheepers, F., O’Connor, R., Penninx, B., & van de Leemput, I. (2020). A network perspective on suicidal behavior: Understanding suicidality as a complex system. Suicide and Life-Threatening Behavior, 0, 1-12. https://doi.org/10.1111/sltb.12676
Siegle, G. J., Cramer, A. O. J., van Eck, N. J., Spinhoven, P., Hollon, S. D., Ormel, J., . . . Bockting, C. L. (2019). Where are the breaks in translation from theory to clinical practice (and back) in addressing depression? An empirical graph-theoretic approach. Psychological Medicine, 49(16), 2681-2691. https://doi.org/10.1017/s003329171800363x
Hayes, A. M., Yasinski, C., Ben Barnes, J., & Bockting, C. L. (2015). Network destabilization and transition in depression: New methods for studying the dynamics of therapeutic change. Clinical Psychology Review, 41, 27-39. https://doi.org/10.1016/j.cpr.2015.06.007
Institutional Responsibilities
Centre for Urban Mental Health (University of Amsterdam)
Together with professor Reinout Wiers, Claudi is the director of the Centre for Urban Mental Health (UMH), part of the University of Amsterdam. The centre aims to unravel new pathways to improve urban mental health that takes into account the complexities and dynamics of mental health problems and mental health disorders in an urban environment.
To read more about the Centre for Urban Mental Health, visit the UMH-website >>
European Association of Clinical Psychology and Psychological Treatment
To promote innovation in the field of clinical psychology and innovate interventions and to represent clinical psychology in Europe on a policy level, She has lead the European Association of Clinical Psychology and Psychological Treatment (EACLIPT) as a president between 2019 and 2024. EACLIPT aims to foster research, education, and dissemination of scientifically evaluated findings on mental disorders and their treatment. Our efforts resulted in representation of the EACLIPT in the European Parliament in the last years.
To read more about the European Association for Clinical Psychology and Psychological Treatment, visit the EACLIPT-website >>
Centre of Excellence in Mental Health Sciences (CEMHS): Unravelling New Pathways to Improve Mental Health.
The purpose and objective of the interdisciplinary Centre of Excellence in Mental Health Sciences (CEMHS) is to unravel new pathways to improve mental health with interventions and policy-making, that take into account the complexity and dynamics of mental health problems and conditions in their environment. For further information, see cemhs.org.
Policy and Advice
On a national policy level, Claudi is an advisor of the advisory board of the Dutch government (kennisring Raad voor Samenleving) and previously a supervisory board member of a mental health institute (Arkin, Amsterdam). Further, she is a member of the multi-disciplinary clinical guideline committee Depression for more than a decade.
Ongoing PhD’s
Primary Supervisor
- Agnes Ayuningtias (2024 – 2028). Multi-level intervention for common mental health condition in low and middle income countries: Targeting social connection with help of digital technology.
- Luana Gavan (2023 – 2027). Targeting suicidality in young adults: a randomized controlled, pragmatic, multicenter trial evaluating the (cost)-effectiveness of Attachment Based Family Therapy compared to Treatment as usual.
- Nineke Wilts (2023 – 2027). StayFine: A personalized monitoring and intervention app to prevent relapse of anxiety and depressive disorders in youth and young adults.
- Wilco Janssen (2023 – 2027). Effectiveness of online therapy in suicide prevention (preliminary title).
- Joost Gülpen (2022 – 2026). Targeting partial remission in depression by adding a cognitive remediation to a psychological intervention.
- Nancy Schipper (2020 – 2024). Virtual reality as treatment for depression. Primary supervisor.
- Junus van der Wal (2020 – 2024). Unravelling the dynamics of depression in high-risk urban populations using a complex systems approach.
- Suzanne Robberegt (2018 – 2024). StayFine: A personalized monitoring and intervention app to prevent relapse of anxiety and depressive disorders in youth and young adults.
Secondary Supervisor
- Nele Bergers (2022 – 2026). Targeting suicidality in young adults: a randomized controlled, pragmatic, multicenter trial evaluating the (cost)-effectiveness of Attachment Based Family Therapy compared to Treatment as usual.
- Anneke Vuuregge (2022 – 2026). Working out urban stress.
- Vera Korenblik (2022 – 2026). The influence of the microbiome on depression in urban youth.
- Bas Kooiman (2019 – 2024). StayFine: A personalized monitoring and intervention app to prevent relapse of anxiety and depressive disorders in youth and young adults.
- Jessy Bergamin (2019 – 2024). Psychiatry and autonomy.
- Caroline Heuschen (2019 – 2024). Suicidality in mental health disorders.
Clinical psychologist
Claudi is a registered clinical psychologist, CBT supervisor, psychotherapist, healthcare psychologist, and the head of training of healthcare psychologists at Cure & Care Development.
Claudi Bockting
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