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

Mobile Health (mhealth) (3127) mHealth for Data Collection and Research (1065) Sleep Monitoring, Sleep Quality, Sleep Disorders (222) Insomnia and Sleep Hygiene (203) Behavioural Surveillance for Public Health (250) Parent and Child Education on Healthy Eating and Nutrition (189) Instruments and Questionnaires for Nutrition and Food Intake (182) Wearable Devices and Sensors (977)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64749, first published .
Relationship Among Macronutrients, Dietary Components, and Objective Sleep Variables Measured by Smartphone Apps: Real-World Cross-Sectional Study

Relationship Among Macronutrients, Dietary Components, and Objective Sleep Variables Measured by Smartphone Apps: Real-World Cross-Sectional Study

Relationship Among Macronutrients, Dietary Components, and Objective Sleep Variables Measured by Smartphone Apps: Real-World Cross-Sectional Study

Authors of this article:

Jaehoon Seol1, 2, 3, 4 Author Orcid Image ;   Masao Iwagami1, 5 Author Orcid Image ;   Megane Christiane Tawylum Kayamare1, 6 Author Orcid Image ;   Masashi Yanagisawa1, 7, 8, 9, 10 Author Orcid Image
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