Bidirectional Associations Between Adolescents' Weekly Variation and Selection of Behavior, Well-Being, and Social Support During a Brief ACT-Based Internet Intervention
Abstract Background We investigated the extent to which adolescent ( n = 314) well-being (i.e., life satisfaction, internalizing symptoms) and social support predict weekly variation of behavior, adaptive behavioral selection, and maladaptive behavioral selection during a five-week internet intervention based on acceptance and commitment therapy (ACT) and the extent to which variation and selection of behavior predict well-being and social support. Additionally, gender and readiness to change were examined as predictors of individual differences. Methods Research questions were investigated using random intercept cross-lagged panel modeling. Results Higher variation, adaptive behavioral selection, and maladaptive behavioral selection were consistently associated with adolescents’ higher life satisfaction and social support. Cross-lagged and bidirectional within-individual associations became apparent towards the end of the intervention. Gender-based differences were identified in well-being, social support, and variation and selection of behavior and well-being, social support, and variation and selection of behavior were predicted differently by different stages of readiness to change. Conclusions The findings contribute to process-based literature by enhancing our understanding of the underlying between- and within-individual mechanisms during an ACT intervention for adolescents. The results provide valuable new knowledge on the weekly associations between adolescent well-being, social support, and variation and selection of behavior.
Authors
- Kirsikka Kaipainen (ORCID: https://orcid.org/0000-0002-7261-8868)
- Joona Muotka (ORCID: https://orcid.org/0000-0002-7113-903X)
- Noona H. Kiuru (ORCID: https://orcid.org/0000-0002-2334-8507)
- Tetta Hämäläinen (ORCID: https://orcid.org/0000-0003-4100-8888)
- Panajiota Räsänen (ORCID: https://orcid.org/0000-0003-0554-8086)
- Katariina Keinonen (ORCID: https://orcid.org/0000-0003-3228-5357)
Institutions
- Tampere University (FI)
- University of Jyväskylä (FI)
Publication Details
- Journal
- Cognitive Therapy and Research
- Published
- 2025-07-01
- DOI
- https://doi.org/10.1007/s10608-025-10633-x
- Primary Topic
- Impact of Technology on Adolescents
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Jyväskylän Yliopisto
- Strategic Research Council