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

Mobile Health (mhealth) (3464) Depression and Mood Disorders; Suicide Prevention (1691) Evaluation and Research Methodology for mHealth (242) mHealth for Data Collection and Research (1196) Wearable Devices and Sensors (1133) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2111) Telehealth and Telemonitoring (2088) Mobile Health in Psychiatry (527)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55302, first published .
Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing: Retrospective Analysis

Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing: Retrospective Analysis

Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing: Retrospective Analysis

Authors of this article:

Yuezhou Zhang1 Author Orcid Image ;   Amos A Folarin1, 2, 3, 4, 5 Author Orcid Image ;   Shaoxiong Sun1, 6 Author Orcid Image ;   Nicholas Cummins1 Author Orcid Image ;   Yatharth Ranjan1 Author Orcid Image ;   Zulqarnain Rashid1 Author Orcid Image ;   Callum Stewart1 Author Orcid Image ;   Pauline Conde1 Author Orcid Image ;   Heet Sankesara1 Author Orcid Image ;   Petroula Laiou1 Author Orcid Image ;   Faith Matcham7, 8 Author Orcid Image ;   Katie M White7 Author Orcid Image ;   Carolin Oetzmann7 Author Orcid Image ;   Femke Lamers9, 10 Author Orcid Image ;   Sara Siddi11, 12, 13 Author Orcid Image ;   Sara Simblett14 Author Orcid Image ;   Srinivasan Vairavan15 Author Orcid Image ;   Inez Myin-Germeys16 Author Orcid Image ;   David C Mohr17 Author Orcid Image ;   Til Wykes14, 18 Author Orcid Image ;   Josep Maria Haro11, 12, 13 Author Orcid Image ;   Peter Annas19 Author Orcid Image ;   Brenda WJH Penninx9, 10 Author Orcid Image ;   Vaibhav A Narayan15, 20 Author Orcid Image ;   Matthew Hotopf3, 7, 18 Author Orcid Image ;   Richard JB Dobson1, 2, 3, 4, 5 Author Orcid Image ;   RADAR-CNS consortium21
Article Authors Cited by (14) Tweetations Metrics

Journals

  1. Wang D, Chen L, Shi W, Zhang T. Association of circadian syndrome with risk of hyperuricemia among middle-aged and older adults in China: The first nationwide cohort study. Public Health 2025;238:23 View
  2. Cezar M, Chirieleison C, Silva Filho J, Costa E, Silva A, Oliveira Júnior J, Mélo E, Araujo D. Tecnologias vestíveis no monitoramento do sono: impactos na saúde e eficácia em melhoria da qualidade do sono. Cuadernos de Educación y Desarrollo 2024;16(12 Edição Especial):e6503 View
  3. Zhang Y, Stewart C, Ranjan Y, Conde P, Sankesara H, Rashid Z, Sun S, Dobson R, Folarin A. Large-scale digital phenotyping: Identifying depression and anxiety indicators in a general UK population with over 10,000 participants. Journal of Affective Disorders 2025;375:412 View
  4. Novacic K, Pischke C, von Gall C. Body mass index is associated with subjective workload and REM sleep timing in young healthy adults. Open Health 2025;6(1) View
  5. Zhang Y, Folarin A, Ranjan Y, Cummins N, Rashid Z, Conde P, Stewart C, Sun S, Vairavan S, Matcham F, Oetzmann C, Siddi S, Lamers F, Simblett S, Wykes T, Mohr D, Haro J, Penninx B, Narayan V, Hotopf M, Dobson R, Pratap A. Assessing seasonal and weather effects on depression and physical activity using mobile health data. npj Mental Health Research 2025;4(1) View
  6. Urrutia-Moldes A. Light behind bars: how light impacts mental health in prisons. International Journal of Prison Health 2025 View
  7. Kim J, Mun S, Lee S. Detection and Analysis of Circadian Biomarkers for Metabolic Syndrome Using Wearable Data: Cross-Sectional Study. JMIR Medical Informatics 2025;13:e69328 View
  8. Zhou C, Ji S, Zhang A, Yu H, Liu C, Li S. Bibliometric and visual analysis of circadian rhythms in depression from 2004 to 2024. Annals of General Psychiatry 2025;24(1) View
  9. Gubin D, Boldyreva Y, Kolomeichuk S. Factors of depression according to actigraphy in the fall season. S.S. Korsakov Journal of Neurology and Psychiatry 2025;125(5):27 View
  10. Skeldon A, Rodriguez T, Soreq E, Walsh C, Dijk D. Seasonal and daily variation in indoor light and temperature are associated with sleep disturbance in dementia. SLEEP 2025;48(9) View
  11. Juliana N, Maluin S, Effendy N, Abu I, Azmani S. Cortisol Detection Methods and the Hormone’s Role in Evaluating Circadian Rhythm Disruption. International Journal of Molecular Sciences 2025;26(18):9141 View
  12. Sung C, Chen C, Chih Y, Fan C, Huang E. Unveiling the risk: predicting out-of-hospital cardiac arrest in geriatric patients with depression – longitudinal study. The British Journal of Psychiatry 2025:1 View
  13. Lyman K, McClung C. Keeping time: investigating the relationship between circadian rhythm and mood disorders via precise circadian measurement techniques. Research Directions: Depression 2025;2 View

Conference Proceedings

  1. Oewel B. Companion Publication of the 2025 ACM Designing Interactive Systems Conference. Designing for Engagement in Digital Mental Health Services View