Digital Dietary Behaviors in Individuals With Depression: Real-World Behavioral Observation
Zhu Y, Zhang R, Yin S, Sun Y, Womer F, Liu R, Zeng S, Zhang X, Wang F. Digital Dietary Behaviors in Individuals With Depression: Real-World Behavioral Observation. JMIR Public Health And Surveillance 2024, 10: e47428. PMID: 38648087, PMCID: PMC11074900, DOI: 10.2196/47428.Peer-Reviewed Original ResearchConceptsModerate-severe depressionDietary behaviorsMultivariate logistic regression analysisDepression severityMild depressionIrregular eating patternsLogistic regression analysisDetect depressionDinner patternEating breakfastMeal patternsEating patternsDaily lunchSelf-reported dataSupport vector machine analysisBehavior monitoringNaturalistic settingsVector machine analysisFood choicesDepressionProfile of changesBehavioral data