Developing a multivariable prediction model to support personalized selection among five major empirically-supported treatments for adult depression. Study protocol of a systematic review and individual participant data network meta-analysis

• Ellen Driessen ,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: ellen.driessen@ru.nl (ED); zachary.d.cohen@gmail.com (ZDC)

  Affiliations Department of Clinical Psychology, Behavioural Science Institute, Radboud University, Nijmegen, Netherlands, Depression Expertise Center, Pro Persona Mental Health Care, Nijmegen, Netherlands

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• Orestis Efthimiou,

  Roles Methodology, Writing – original draft, Writing – review & editing

  Affiliations Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland, Institute of Primary Health Care, University of Bern, Bern, Switzerland, Department of Psychiatry, University of Oxford, Oxford, United Kingdom

  https://orcid.org/0000-0002-0955-7572

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• Frederik J. Wienicke,

  Roles Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Depression Expertise Center, Pro Persona Mental Health Care, Nijmegen, Netherlands

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• Jasmijn Breunese,

  Roles Investigation, Project administration, Writing – original draft, Writing – review & editing

  Affiliation Depression Expertise Center, Pro Persona Mental Health Care, Nijmegen, Netherlands

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• Pim Cuijpers,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Writing – review & editing

  Affiliations Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands, International Institute for Psychotherapy, Babeș-Bolyai University, Cluj-Napoca, Romania

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• Thomas P. A. Debray,

  Roles Methodology, Writing – review & editing

  Affiliations Smart Data Analysis and Statistics Besloten Vennootschap, Utrecht, Netherlands, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands

  https://orcid.org/0000-0002-1790-2719

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• David J. Fisher,

  Roles Methodology, Writing – review & editing

  Affiliation Medical Research Council Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, United Kingdom

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• Marjolein Fokkema,

  Roles Conceptualization, Funding acquisition, Methodology, Writing – review & editing

  Affiliation Department of Methods and Statistics, Institute of Psychology, Leiden University, Leiden, Netherlands

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• Toshiaki A. Furukawa,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Health Promotion and Human Behavior, Department of Clinical Epidemiology, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto, Japan

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• Steven D. Hollon,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Writing – review & editing

  Affiliation Department of Psychology, Vanderbilt University, Nashville, United States of America

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• Anuj H. P. Mehta,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, United States of America

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• Richard D. Riley,

  Roles Methodology, Writing – review & editing

  Affiliation Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom

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• Madison R. Schmidt,

  Roles Investigation, Project administration, Writing – review & editing

  Affiliation Department of Clinical Psychology, Northwestern University Chicago, Chicago, United States of America

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• Jos W. R. Twisk,

  Roles Conceptualization, Funding acquisition, Methodology, Writing – review & editing

  Affiliation Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Amsterdam, Netherlands

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• Zachary D. Cohen

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: ellen.driessen@ru.nl (ED); zachary.d.cohen@gmail.com (ZDC)

  Affiliation Department of Psychology, University of Arizona, Tucson, United States of America

  https://orcid.org/0000-0002-4883-1028

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