Mechanisms of Change in Digital Health Interventions for Mental Disorders in Youth: Systematic Review

Mechanisms of Change in Digital Health Interventions for Mental Disorders in Youth: Systematic Review

Authors
Domhardt, M. Engler, S. Nowak, H. Lutsch, A. Baumel, A. Baumeister, H.
Year
2021
Journal
Journal of Medical Internet Research
Volume
23
Pages
e29742
BACKGROUND: Digital health interventions (DHIs) are efficacious for several mental disorders in youth; however, integrated, evidence-based knowledge about the mechanisms of change in these interventions is lacking. OBJECTIVE: This systematic review aims to comprehensively evaluate studies on mediators and mechanisms of change in different DHIs for common mental disorders in children and adolescents. METHODS: A systematic literature search of the electronic databases Cochrane Central Register of Controlled Trials, Embase, MEDLINE, and PsycINFO was conducted, complemented by backward and forward searches. Two independent reviewers selected studies for inclusion, extracted the data, and rated the methodological quality of eligible studies (ie, risk of bias and 8 quality criteria for process research). RESULTS: A total of 25 studies that have evaluated 39 potential mediators were included in this review. Cognitive mediators were the largest group of examined intervening variables, followed by a broad range of emotional and affective, interpersonal, parenting behavior, and other mediators. The mediator categories with the highest percentages of significant intervening variables were the groups of affective mediators (4/4, 100%) and combined cognitive mediators (13/19, 68%). Although more than three-quarters of the eligible studies met 5 or more quality criteria, causal conclusions have been widely precluded. CONCLUSIONS: The findings of this review might guide the empirically informed advancement of DHIs, contributing to improved intervention outcomes, and the discussion of methodological recommendations for process research might facilitate mediation studies with more pertinent designs, allowing for conclusions with higher causal certainty in the future.

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Type of intervention

Treatment and Child Welfare Interventions

Topic

Mental Health Problems and Disorders

Behavior Problems

Externalizing Behaviors / Challenging Behaviors

Emotional Problems

Depression and Depressed Mood

Anxiety Problems

Anxiety and Anxiousness

Phobias

Drugs and Gambling

Alcohol

Intervention

The organization of interventions

E-health interventions

Age group

School Aged Children (6-12 years)

Adolescents (13-18 years)

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