Web-Based, Human-Guided, or Computer-Guided Transdiagnostic Cognitive Behavioral Therapy in University Students With Anxiety and Depression: Randomized Controlled Trial

被引:4
作者
Koelen, Jurrijn [1 ]
Klein, Anke [1 ]
Wolters, Nine [1 ]
Bol, Eline [1 ]
De Koning, Lisa [1 ]
Roetink, Samantha [1 ]
Van Blom, Jorien [1 ]
Boutin, Bruno [2 ]
Schaaf, Jessica [3 ]
Grasman, Raoul [4 ]
Van der Heijde, Claudia Maria [5 ]
Salemink, Elske [6 ]
Riper, Heleen [7 ]
Karyotaki, Eirini [7 ]
Cuijpers, Pim [7 ]
Schneider, Silvia [8 ]
Rapee, Ronald [9 ]
Vonk, Peter [5 ]
Wiers, Reinout [1 ]
机构
[1] Univ Amsterdam, Dept Dev Psychol, POB 15916, NL-1001 NK Amsterdam, Netherlands
[2] Univ Amsterdam, Tinbergen Inst, Amsterdam, Netherlands
[3] Radboud Univ Nijmegen, Donders Inst Brain Cognit & Behav, Cognit Neurosci Dept, Nijmegen, Netherlands
[4] Univ Amsterdam, Dept Psychol Methods, Amsterdam, Netherlands
[5] Univ Amsterdam, Dept Res Dev & Prevent, Student Hlth Serv, Amsterdam, Netherlands
[6] Univ Utrecht, Dept Clin Psychol, Expt Psychopathol Lab, Utrecht, Netherlands
[7] Vrije Univ, Amsterdam Publ Hlth Res Inst, Dept Clin Neuro & Dev Psychol, Amsterdam, Netherlands
[8] Ruhr Univ Bochum, Mental Hlth Res & Treatment Ctr, Dept Clin Child & Adolescent Psychol, Bochum, Germany
[9] Macquarie Univ, Ctr Emot Hlth, Dept Psychol, Sydney, Australia
关键词
internet-based cognitive behavioral intervention; iCBT; university students; transdiagnostic; human guidance; technological guidance; MENTAL-HEALTH; COLLEGE-STUDENTS; MULTIPLE IMPUTATION; DISORDER; QUESTIONNAIRE; VALIDITY; METAANALYSIS; CONSUMPTION; PREVENTION; SCALE;
D O I
10.2196/50503
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Background: Internet -based cognitive behavioral interventions (iCBTs) are efficacious treatments for depression and anxiety. However, it is unknown whether adding human guidance is feasible and beneficial within a large educational setting. Objective: This study aims to potentially demonstrate the superiority of 2 variants of a transdiagnostic iCBT program (human -guided and computer -guided iCBT) over care as usual (CAU) in a large sample of university students and the superiority of human -guided iCBT over computer -guided iCBT. Methods: A total of 801 students with elevated levels of anxiety, depression, or both from a large university in the Netherlands were recruited as participants and randomized to 1 of 3 conditions: human -guided iCBT, computer -guided iCBT, and CAU. The primary outcome measures were depression (Patient Health Questionnaire) and anxiety (Generalized Anxiety Disorder scale). Secondary outcomes included substance use-related problems (Alcohol Use Disorder Identification Test and Drug Abuse Screening Test-10 items). Linear mixed models were used to estimate the effects of time, treatment group, and their interactions (slopes). The primary research question was whether the 3 conditions differed in improvement over 3 time points (baseline, midtreatment, and after treatment) in terms of depression and anxiety symptoms. Results were analyzed according to the intention -to -treat principle using multiple imputation. Patients were followed exploratively from baseline to 6 and 12 months. Results: In both short-term and long-term analyses, the slopes for the 3 conditions did not differ significantly in terms of depression and anxiety, although both web -based interventions were marginally more efficacious than CAU over 6 months ( P values between .02 and .03). All groups showed significant improvement over time ( P <.001). For the secondary outcomes, only significant improvements over time (across and not between groups) were found for drug use ( P <.001). Significant differences were found in terms of adherence, indicating that participants in the human -guided condition did more sessions than those in the computer -guided condition ( P =.002). Conclusions: The transdiagnostic iCBT program offers a practical, feasible, and efficacious alternative to usual care to tackle mental health problems in a large university setting. There is no indication that human guidance should be preferred over technological guidance. The potential preference of human support also depends on the scale of implementation and cost-effectiveness, which need to be addressed in future trials.
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页数:20
相关论文
共 61 条
[1]   Severe role impairment associated with mental disorders: Results of the WHO World Mental Health Surveys International College Student Project [J].
Alonso, Jordi ;
Mortier, Philippe ;
Auerbach, Randy P. ;
Bruffaerts, Ronny ;
Vilagut, Gemma ;
Cuijpers, Pim ;
Demyttenaere, Koen ;
Ebert, David D. ;
Ennis, Edel ;
Gutierrez-Garcia, Raul A. ;
Green, Jennifer Greif ;
Hasking, Penelope ;
Lochner, Christine ;
Nock, Matthew K. ;
Pinder-Amaker, Stephanie ;
Sampson, Nancy A. ;
Zaslavsky, Alan M. ;
Kessler, Ronald C. ;
Boyes, Mark ;
Kiekens, Glenn ;
Baumeister, Harald ;
Kaehlke, Fanny ;
Berking, Matthias ;
Abrego Ramírez, Adrian ;
Benjet, Corina ;
Borges, Guilherme ;
Covarrubias Diaz, Anabell ;
Socorro Duran, Ma. ;
Gonzalez Gonzalez, Rogaciano ;
Gutierrez-Garcia, Raul A. ;
Hermosillo de la Torre, Alicia Edith ;
Martinez Martinez, Kalina Isela ;
Medina-Mora, Maria Elena ;
Mejia Zarazua, Humberto ;
Perez Tarango, Gustavo ;
Zavala Berbena, Maria Alicia ;
O'Neill, Siobhan ;
Bjourson, Tony ;
Lochner, Christine ;
Saal, Wylene ;
Stein, Dan ;
Almenara, Jose ;
Ballester, Laura ;
Barbaglia, Gabriela ;
Jesus Blasco, Maria ;
Castellvi, Pere ;
Isabel Cebria, Ana ;
Echeburua, Enrique ;
Gabilondo, Andrea ;
Garcia-Forero, Carlos .
DEPRESSION AND ANXIETY, 2018, 35 (09) :802-814
[2]  
[Anonymous], IBM SPSS Statistics for Macintosh
[3]  
[Anonymous], R: A Language and Environment for Statistical Computing
[4]  
Attkisson CliffordC., 1994, PSYCHOL TESTING, P402
[5]   Mental disorders among college students in the World Health Organization World Mental Health Surveys [J].
Auerbach, R. P. ;
Alonso, J. ;
Axinn, W. G. ;
Cuijpers, P. ;
Ebert, D. D. ;
Green, J. G. ;
Hwang, I. ;
Kessler, R. C. ;
Liu, H. ;
Mortier, P. ;
Nock, M. K. ;
Pinder-Amaker, S. ;
Sampson, N. A. ;
Aguilar-Gaxiola, S. ;
Al-Hamzawi, A. ;
Andrade, L. H. ;
Benjet, C. ;
Caldas-de-Almeida, J. M. ;
Demyttenaere, K. ;
Florescu, S. ;
de Girolamo, G. ;
Gureje, O. ;
Haro, J. M. ;
Karam, E. G. ;
Kiejna, A. ;
Kovess-Masfety, V. ;
Lee, S. ;
McGrath, J. J. ;
O'Neill, S. ;
Pennell, B. -E. ;
Scott, K. ;
ten Have, M. ;
Torres, Y. ;
Zaslavsky, A. M. ;
Zarkov, Z. ;
Bruffaerts, R. .
PSYCHOLOGICAL MEDICINE, 2016, 46 (14) :2955-2970
[6]   Mental disorder comorbidity and suicidal thoughts and behaviors in the World Health Organization World Mental Health Surveys International College Student initiative [J].
Auerbach, Randy P. ;
Mortier, Philippe ;
Bruffaerts, Ronny ;
Alonso, Jordi ;
Benjet, Corina ;
Cuijpers, Pim ;
Demyttenaere, Koen ;
Ebert, David D. ;
Green, Jennifer Greif ;
Hasking, Penelope ;
Lee, Sue ;
Lochner, Christine ;
McLafferty, Margaret ;
Nock, Matthew K. ;
Petukhova, Maria V. ;
Pinder-Amaker, Stephanie ;
Rosellini, Anthony J. ;
Sampson, Nancy A. ;
Vilagut, Gemma ;
Zaslavsky, Alan M. ;
Kessler, Ronald C. ;
Hasking, Penelope ;
Boyes, Mark ;
Kiekens, Glenn ;
Bruffaerts, Ronny ;
Mortier, Philippe ;
Demyttenaere, Koen ;
Bootsma, Erik ;
Husky, Mathilde ;
Kovess-Masfety, Viviane ;
Ebert, David D. ;
Berking, Matthias ;
Franke, Marvin ;
Kaehlke, Fanny ;
Baumeister, Harald ;
Kuechler, Ann-Marie ;
Mak, Arthur ;
Siu Oi-Ling ;
Benjet, Corina ;
Borges, Guilherme ;
Elena Medina-Mora, Maria ;
Abrego Ramirez, Adrian ;
Covarrubias Diaz, Anabell ;
Socorro Duran, Ma. ;
Perez Tarango, Gustavo ;
Zavala Berbena, Maria Alicia ;
Gonzalez Gonzalez, Rogaciano ;
Gutierrez-Garcia, Raul A. ;
Edith Hermosillo de la Torre, Alicia ;
Martinez Martinez, Kalina Isela .
INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH, 2019, 28 (02)
[7]   WHO World Mental Health Surveys International College Student Project: Prevalence and Distribution of Mental Disorders [J].
Auerbach, Randy P. ;
Mortier, Philippe ;
Bruffaerts, Ronny ;
Alonso, Jordi ;
Benjet, Corina ;
Cuijpers, Pim ;
Demyttenaere, Koen ;
Ebert, David D. ;
Green, Jennifer Greif ;
Hasking, Penelope ;
Murray, Elaine ;
Nock, Matthew K. ;
Pinder-Amaker, Stephanie ;
Sampson, Nancy A. ;
Stein, Dan J. ;
Vilagut, Gemma ;
Zaslavsky, Alan M. ;
Kessler, Ronald C. ;
Boyes, Mark ;
Kiekens, Glenn ;
Baumeister, Harald ;
Kaehlke, Fanny ;
Berking, Matthias ;
Ramirez, Adrian Abrego ;
Borges, Guilherme ;
Diaz, Anabell Covarrubias ;
Duran, Ma. Socorro ;
Gonzalez, Rogaciano ;
Gutierrez-Garcia, Raul A. ;
de la Torre, Alicia Edith Hermosillo ;
Martinez, Kalina Isela Martinez ;
Medina-Mora, Maria Elena ;
Zarazua, Humberto Mejia ;
Tarango, Gustavo Perez ;
Berbena, Maria Alicia Zavala ;
O'Neill, Siobhan ;
Bjourson, Tony ;
Lochner, Christine ;
Roos, Janine ;
Taljaard, Lian ;
Bantjes, Jason ;
Saal, Wylene ;
Alayo, Itxaso ;
Almenara, Jose ;
Ballester, Laura ;
Barbaglia, Gabriela ;
Blasco, Maria Jesus ;
Castellvi, Pere ;
Cebria, Ana Isabel ;
Echeburua, Enrique .
JOURNAL OF ABNORMAL PSYCHOLOGY, 2018, 127 (07) :623-638
[8]   A Systematic Review of Predictors of, and Reasons for, Adherence to Online Psychological Interventions [J].
Beatty, Lisa ;
Binnion, Claire .
INTERNATIONAL JOURNAL OF BEHAVIORAL MEDICINE, 2016, 23 (06) :776-794
[9]  
Beck A.T., 1996, MANUAL BECK DEPRESSI
[10]   Criterion validity of the Center for Epidemiologic Studies Depression scale (CES-D): Results from a community-based sample of older subjects in the Netherlands [J].
Beekman, ATF ;
Deeg, DJH ;
VanLimbeek, J ;
Braam, AW ;
DeVries, MZ ;
VanTilburg, W .
PSYCHOLOGICAL MEDICINE, 1997, 27 (01) :231-235