Optimizing just-in-time adaptive interventions for interpersonal distress: mechanisms, prediction, and the challenge of engagement

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This secondary analysis of a randomized trial (N=77) examines mechanisms and engagement predictors for just-in-time adaptive interventions targeting interpersonal distress in adults with common mental health disorders. The study compares mindfulness and mentalization micro-interventions triggered by personalized symptom thresholds, analyzing dynamic symptom networks and proximal effectiveness. Findings indicate no significant immediate intervention effects, but identify high stress, elevated mood, and perceived criticism as predictors of non-engagement, while cumulative symptoms and social contact facilitate engagement.

ID
98851021fc194749
Source org
PubMed Central
Author
Agata Jaremba (University College London), Sarah O’Reilly, Liam Mason (University College London), Tobias Nolte (Anna Freud Centre), Madiha Shaikh (North East London NHS Foundation Trust), Ciarán O’Driscoll (University College London)
Published
2026-02-11
OA status
gold
DOI
10.1038/s41598-026-39518-z
PMID
Not recorded
PMCID
Not recorded
Citations
0

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BibTeX

@article{allodium:98851021fc194749,
  title = {Optimizing just-in-time adaptive interventions for interpersonal distress: mechanisms, prediction, and the challenge of engagement},
  author = {Agata Jaremba and Sarah O’Reilly and Liam Mason and Tobias Nolte and Madiha Shaikh and Ciarán O’Driscoll},
  year = {2026},
  journal = {PubMed Central},
  doi = {10.1038/s41598-026-39518-z},
  url = {https://doi.org/10.1038/s41598-026-39518-z}
}

RIS

TY  - JOUR
TI  - Optimizing just-in-time adaptive interventions for interpersonal distress: mechanisms, prediction, and the challenge of engagement
AU  - Jaremba, Agata
AU  - O’Reilly, Sarah
AU  - Mason, Liam
AU  - Nolte, Tobias
AU  - Shaikh, Madiha
AU  - O’Driscoll, Ciarán
PY  - 2026
PB  - PubMed Central
DO  - 10.1038/s41598-026-39518-z
UR  - https://doi.org/10.1038/s41598-026-39518-z
ER  -

APA

Jaremba, A., O’Reilly, S., Mason, L., Nolte, T., Shaikh, M., & O’Driscoll, C. (2026). Optimizing just-in-time adaptive interventions for interpersonal distress: mechanisms, prediction, and the challenge of engagement. PubMed Central. https://doi.org/10.1038/s41598-026-39518-z

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