ArticleBMC public health2020
Applying the information-motivation-behavioral model to explore the influencing factors of self-management behavior among osteoporosis patients.
Article in BMC public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06028243 (Assessment of the Effectiveness of the Healthy Living Awareness Program for the Prevention of Osteoporosis Based on the Information- Motivation- Behavioral Skills Model in University Students), which is not on this map. Cited by 33 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Assessment of the Effectiveness of the Healthy Living Awareness Program for the Prevention of Osteoporosis Based on the Information- Motivation- Behavioral Skills Model in University Students: A Randomized Controlled Trial
Who cites it
33 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Digital Health Technologies for Long-term Self-management of Osteoporosis: Systematic Review and Meta-analysis.JMIR mHealth and uHealth · 2022Pooled it
- Examining the Influencing Factors of Chronic Hepatitis B Monitoring Behaviors among Asian Americans: Application of the Information-Motivation-Behavioral Model.International journal of environmental research and public health · 2022Trial
- Beyond COVID-19: Behavioral Drivers of Pandemic Prevention in Ghana's Informal Urban Settlements.Journal of urban health : bulletin of the New York Academy of Medicine · 2026Article
- Path analysis of cardiovascular disease preventive health behavior in postmenopausal Korean women based on the I-Change model.Scientific reports · 2026Article
- Structural model of health-promoting behavior in middle-aged Korean women with hypertension based on the Information-Motivation-Behavioral Skills model: a cross sectional study.Women's health nursing (Seoul, Korea) · 2026Article
- Evaluating digital health literacy interventions for adults 45+ years: a scoping review.Health promotion international · 2026Article
- Pain-responsive to digital self-management in lumbar disc herniation: the mediating role of patient activation and the moderating effect of pain intensity.BMC health services research · 2026Article
- Effective pathways for driving self-management among older adults with osteoporosis: a structural equation modeling study based on individual and family self-management theories.Frontiers in public health · 2026Article
- Association of high-density lipoprotein with P1NP and β-CTX in hospitalized patients with osteoporotic fractures: a retrospective cross-sectional study.Frontiers in endocrinology · 2026Article
- Predictors of osteoporosis self-efficacy among young and middle-aged female nurses based on self-efficacy theory and the health belief model: evidence from a tertiary hospital in Eastern China.Frontiers in public health · 2026Article
- Exploring influences of environmental information, beliefs and self-efficacy on nurses' climate health behaviours and their relationships.Journal of advanced nursing · 2025Article
- How Women with Endometriosis Use Social Media for Support and Self-Management: An Analysis of Reddit Content.International journal of environmental research and public health · 2025Article
- A Risk Reduction Program for Osteoporosis Complications among Postmenopausal Women: A Quasi- Experimental Design.BMC women's health · 2025Article
- [Influencing factors of responsive caregiving among infant mothers in Weifang City].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025Article
- Development and validation of an information-motivation-behavioral skills questionnaire for colorectal cancer prevention in a high-risk population.BMC psychology · 2025Article
- Predictors of Medication Non-Adherence Among Hepatitis B Patients in South Sudan: A Health-Facility-Based Cross-Sectional Study.Patient preference and adherence · 2025Article
- Effectiveness of the Information-Motivation-Behavioral Skills Model-Based Nursing Intervention on Maternal and Neonatal Outcomes in Women with Gestational Diabetes Mellitus: A Randomized Controlled Trial.Women's health reports (New Rochelle, N.Y.) · 2025Article
- Apply the information-motivation-behavioral model to explore the relationship between oral health literacy and oral health behaviors among community-dwelling older adults.BMC public health · 2024Article
- Article
- Factors associated with self-management in older adults with multiple chronic conditions: a qualitative study.Frontiers in public health · 2024Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
backgroundThe prevalence of osteoporosis (OP) is rapidly increasing. Healthy behaviors are crucial for the management of OP. Application of the information-motivation-behavioral skills (IMB) model has been verified in various chronic diseases, but this model has not been investigated for behavioral interventions among people with OP. This study aimed to examine factors influencing OP self-management behavior and their interaction paths based on the IMB model.
methodsWe conducted a cross-sectional study using a convenience sampling method in 20 community health service centers in Shanghai, China. Predictive relationships between IMB model variables and self-management behaviors were evaluated using an anonymous questionnaire. Structural equation modeling was used to test the IMB model.
resultsIn total, 571 participants completed the questionnaire, of which 461 (80.7%) were female. Participants' mean age was 68.8 ± 10.1 years. Only 101 (17.7%) participants were classified as having better OP self-management behaviors. The model demonstrated the data had an acceptable fit. Paths from information to self-efficacy (β = 0.156, P < 0.001) and self-management behaviors (β = 0.236, P < 0.001), from health beliefs to self-efficacy (β = 0.266, P < 0.001), from medical system support to self-efficacy (β = 0.326, P < 0.001) and self-management behaviors (β = 0.230, P < 0.001), and from self-efficacy to self-management behaviors (β = 0.376, P < 0.001) were all significant and in the predicted direction.
conclusionThis study validated the utility of the IMB model for OP self-management behaviors in this population. Middle-aged and older adult patients with OP have poor self-management behaviors. Enhanced knowledge about OP and is important for improving self-management behaviors.
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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.