Assessing a prediction model for depression risk using an early adolescent sample with self‐reported depression
While IDEA-RS yields better-than-chance predictions on external replication, accuracy is improved when differences between samples, such as case-control mix, are adjusted for. IDEA-RS may be more suited to research settings with sufficient data for refitting. Altogether, we find that IDEA-RS can be generalisable to early adolescents after refitting and that family dysfunction may be especially impactful for this period of development.
Authors
- Niamh MacSweeney (ORCID: https://orcid.org/0000-0002-3674-4410)
- Andrew Mark McIntosh (ORCID: https://orcid.org/0000-0002-0198-4588)
- Miruna C. Barbu (ORCID: https://orcid.org/0000-0001-8967-683X)
- Gladi Thng (ORCID: https://orcid.org/0000-0003-1341-3560)
- Liana Romaniuk (ORCID: https://orcid.org/0000-0002-3823-8052)
- Xueyi Shen (ORCID: https://orcid.org/0000-0002-0538-4774)
- Alex S. F. Kwong (ORCID: https://orcid.org/0000-0003-1953-2771)
- Stephen M. Lawrie (ORCID: https://orcid.org/0000-0002-2444-5675)
- Heather C. Whalley (ORCID: https://orcid.org/0000-0002-4505-8869)
- Eileen Y. Xu (ORCID: https://orcid.org/0009-0003-5044-1437)
Institutions
- Royal Edinburgh Hospital (GB)
- University of Edinburgh (GB)
Publication Details
- Journal
- JCPP Advances
- Published
- 2024-09-03
- DOI
- https://doi.org/10.1002/jcv2.12276
- Citations
- 3
- Primary Topic
- Child and Adolescent Psychosocial and Emotional Development
- Type
- article
- Field-Weighted Citation Impact
- 1.92