ArticleJournal of behavioral medicine2020
Modelling multiple health behavior change with network analyses: results from a one-year study conducted among overweight and obese adults.
Article in Journal of behavioral medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Examining the clustering of lifestyle factors and affect in daily life: An idiographic approach.Applied psychology. Health and well-being · 2026Article
- Positive associations between day-level physical activity and healthy eating in participants of a health promotion course: an exploratory study.Journal of behavioral medicine · 2026Article
- REFRESH-daily: a short 10-item questionnaire for evaluating behavior change towards healthier and more environmentally sustainable diets.The international journal of behavioral nutrition and physical activity · 2026Article
- A multilevel social network approach to studying multiple disease-prevention behaviors.Scientific reports · 2025Article
- Ask Less, Learn More: Adapting Ecological Momentary Assessment Survey Length by Modeling Question-Answer Information Gain.Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies · 2024Article
- The relationship between sleep quantity, sleep quality and weight loss in adults: A scoping review.Clinical obesity · 2024Article
- The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring.Journal of medical Internet research · 2024Article
- Thinking Health-related Behaviors in a Climate Change Context: A Narrative Review.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2023Review
- A Network Analysis of Multiple Preconception Health Behaviors in Chinese Women.International journal of behavioral medicine · 2023Article
- A Smartphone Intervention to Promote a Sustainable Healthy Diet: Protocol for a Pilot Study.JMIR research protocols · 2023Article
- Contextual Biases in Microinteraction Ecological Momentary Assessment (μEMA) Non-response.Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies · 2022Article
- Day-to-day associations between sleep and physical activity: a set of person-specific analyses in adults with overweight and obesity.Journal of behavioral medicine · 2022Article
- Association between Physical Activity, Sedentary Behaviors, Sleep, Diet, and Adiposity among Children and Adolescents in China.Obesity facts · 2022Article
- Association between Fruit and Vegetable Intake and Physical Activity among Breast Cancer Survivors: A Longitudinal Study.Current oncology (Toronto, Ont.) · 2021Article
- Article
- Goal setting and achievement for walking: A series of N-of-1 digital interventions.Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 2021Article
- Within-Person Temporal Associations Among Self-Reported Physical Activity, Sleep, and Well-Being in College Students.Psychosomatic medicineArticle
- Sustainable healthy diets from the lens of behavioral science: an actionable definition for designing relevant individual behavior change interventions.The journal of climate change and healthArticle
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
This study examined the between-person associations of seven health behaviors in adults with obesity participating in a weight loss intervention, as well as the covariations between these behaviors within-individuals across the intervention. The present study included data from a 12-month weight loss trial (N = 278). Seven health behaviors (physical activity, sedentary behavior, sleep duration, and consumption of fruits, vegetables, total fat and added sugar) were measured at baseline, 6- and 12-months. Between- and within-participants network analyses were conducted to examine how these behaviors were associated through the 12-month intervention and covaried across months. At the between-participants level, associations were found within the different diet behaviors and between total fat and sedentary behaviors. At the within-participants level, covariations were found between sedentary and diet behaviors, and within diet behaviors. Findings suggest that successful multiple health behaviors change interventions among adults with obesity will need to (1) simultaneously target sedentary and diet behaviors; and (2) prevent potential compensatory behaviors in the diet domain.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.