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.

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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
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article

Digital Phenotyping of Pain Modulation and Associations Among Personality, Attachment, and Behavioral Signatures: Cross-Sectional Study

Aya Nakae, Hani M. Bu-Omer, Chie Kishimoto
JMIR Formative Research
Musculoskeletal pain and rehabilitation
article

Digital Phenotyping of Pain Modulation and Associations Among Personality, Attachment, and Behavioral Signatures: Cross-Sectional Study

Aya Nakae, Hani M. Bu-Omer, Chie Kishimoto
article en

Abstract

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.

JMIR Formative ResearchVol. 10
Advanced Telecommunications Research Institute International (JP)
Quality Education
Openalex Percentile: Top 22%
Musculoskeletal pain and rehabilitation
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