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This paper is in the following e-collection/theme issue:

Artificial Intelligence (2350) Registered Report (844) Dementia and Cognitive Decline (745) Machine Learning (2231) Loneliness and Social Isolation (156) Preventing Social Isolation and Fostering Social Interactions in Old Age (137) Ecological Momentary Assessment (EMA) (437) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2265)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/69379, first published .
Exploring Factors Related to Social Isolation Among Older Adults in the Predementia Stage Using Ecological Momentary Assessments and Actigraphy: Machine Learning Approach

Exploring Factors Related to Social Isolation Among Older Adults in the Predementia Stage Using Ecological Momentary Assessments and Actigraphy: Machine Learning Approach

Exploring Factors Related to Social Isolation Among Older Adults in the Predementia Stage Using Ecological Momentary Assessments and Actigraphy: Machine Learning Approach

Authors of this article:

Bada Kang1, 2 Author Orcid Image ;   Min Kyung Park1 Author Orcid Image ;   Jennifer Ivy Kim1 Author Orcid Image ;   Seolah Yoon3 Author Orcid Image ;   Seok-Jae Heo4 Author Orcid Image ;   Chaeeun Kang5 Author Orcid Image ;   SungHee Lee6 Author Orcid Image ;   Yeonkyu Choi6 Author Orcid Image ;   Dahye Hong1, 7 Author Orcid Image
Article Authors Cited by (3) Tweetations Metrics

Journals

  1. Stone A, Veinot T. Access to technology-mediated community mental health care among low-socioeconomic status consumers with serious mental illness: A Qualitative Study (Preprint). JMIR Formative Research 2025 View
  2. Zheng H, Si M, Wang Q. Correlation between thyroid hormone levels and cognitive dysfunction in older patients with subclinical hypothyroidism. Wiener klinische Wochenschrift 2026 View
  3. Párraga Vico M, Morcillo Martínez J, Gaitán-Guerrero J, Herreros Bódalo J, Espinilla Estévez M, Cuevas Martínez J. Sensor-Based Technologies for the Detection of Unwanted Loneliness in Older Adults: A Systematic Review. Sensors 2026;26(7):2028 View