Digital Phenotyping of Pain Modulation and Associations Among Personality, Attachment, and Behavioral Signatures: Cross-Sectional Study
Subjective pain evaluation is governed by a stable internal psychological substrate. By shifting the assessment modality from linguistic self-reports to dynamic behavioral signatures, we provide a framework for "digital phenotyping." These evaluation patterns serve as an objective behavioral marker, enabling the identification of latent susceptibility before chronification and offering a novel foundation for personalized precision pain management.
Authors
- Aya Nakae (ORCID: https://orcid.org/0009-0006-9396-7537)
- Hani M. Bu-Omer (ORCID: https://orcid.org/0000-0003-1650-6236)
- Chie Kishimoto (ORCID: https://orcid.org/0009-0007-8397-7755)
Institutions
- Advanced Telecommunications Research Institute International (JP)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2026-03-13
- DOI
- https://doi.org/10.2196/91540
- Primary Topic
- Musculoskeletal pain and rehabilitation
- Type
- article
- Field-Weighted Citation Impact
- 0.00