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

Mobile Health (mhealth) (3464) Insomnia and Sleep Hygiene (248) Sleep Monitoring, Sleep Quality, Sleep Disorders (268) Depression and Mood Disorders; Suicide Prevention (1691) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (997) Research Instruments, Questionnaires, and Tools (738)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/48044, first published .
Examining Human-Smartphone Interaction as a Proxy for Circadian Rhythm in Patients With Insomnia: Cross-Sectional Study

Examining Human-Smartphone Interaction as a Proxy for Circadian Rhythm in Patients With Insomnia: Cross-Sectional Study

Examining Human-Smartphone Interaction as a Proxy for Circadian Rhythm in Patients With Insomnia: Cross-Sectional Study

Authors of this article:

Chen Lin1 Author Orcid Image ;   I-Ming Chen2, 3 Author Orcid Image ;   Hai-Hua Chuang4, 5, 6 Author Orcid Image ;   Zih-Wen Wang1 Author Orcid Image ;   Hsiao-Han Lin7 Author Orcid Image ;   Yu-Hsuan Lin2, 3, 7 Author Orcid Image
Article Authors Cited by (8) Tweetations (5) Metrics

Journals

  1. Chuang H, Lin C, Lee L, Chang H, She G, Lin Y. Comparing Human-Smartphone Interactions and Actigraphy Measurements for Circadian Rhythm Stability and Adiposity: Algorithm Development and Validation Study. Journal of Medical Internet Research 2024;26:e50149 View
  2. Chen H, Lin C, Chang H, Chang J, Chuang H, Lin Y. Developing Methods for Assessing Mental Activity Using Human-Smartphone Interactions: Comparative Analysis of Activity Levels and Phase Patterns in General Mental Activities, Working Mental Activities, and Physical Activities. Journal of Medical Internet Research 2024;26:e56144 View
  3. Liang H, Wu C, Lin C, Chang H, Lin Y, Chen S, Hsu W. Rest-Activity Rhythm Differences in Acute Rehabilitation Between Poststroke Patients and Non–Brain Disease Controls: Comparative Study. Journal of Medical Internet Research 2024;26:e49530 View
  4. Gubin D, Weinert D, Stefani O, Otsuka K, Borisenkov M, Cornelissen G. Wearables in Chronomedicine and Interpretation of Circadian Health. Diagnostics 2025;15(3):327 View
  5. Chen I, Lin C, She G, Chang H, Chuang H, Chen T, Lin Y, Guu T. Rest–Activity Rhythm Patterns and Their Associations With Depression and Obesity: A Study Using Actigraphy and Human–Smartphone Interactions. Depression and Anxiety 2025;2025(1) View
  6. Teckentrup V, Rosická A, Donegan K, Gallagher E, Hanlon A, Gillan C. Digital questionnaire response time (DQRT): A ubiquitous and low-cost digital assay of cognitive processing speed. Behavior Research Methods 2025;57(7) View
  7. Wang Y, Chang H, Lin C, Lin Y, Chen T. Monitoring Kleine–Levin Syndrome Recovery Using Human‐Smartphone Interactions: A Digital Phenotyping Approach. Journal of Sleep Research 2025 View
  8. Lin H, Fang Y, Chin W, Lin C, Tang I, Huang Y. Gender Differences in Sleep and Circadian Parameters in Chronic Insomnia: A Comparative Study Using Subjective and Objective Measurements. Taiwanese Journal of Psychiatry 2025;39(3):149 View