ArticleJMIR mHealth and uHealth2021
Relationships Between Mobile eHealth Literacy, Diabetes Self-care, and Glycemic Outcomes in Taiwanese Patients With Type 2 Diabetes: Cross-sectional Study.
Article in JMIR mHealth and uHealth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 2 of them syntheses that pooled it.
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Who cites it
47 citing papers in PubMed, 2 syntheses or guidelines pooled it, 72 citations in OpenAlex.
- Digital Health Literacy in Patients With Common Chronic Diseases: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- The Relation Between eHealth Literacy and Health-Related Behaviors: Systematic Review and Meta-analysis.Journal of medical Internet research · 2023Pooled it
- Short-Term Effects of an eHealth Care Experiential Learning Program Among Patients With Type 2 Diabetes: Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Associations of eHealth Literacy with Diabetes Self-Efficacy and Glycemic Parameters in Individuals with Type 2 Diabetes and Prediabetes: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2026Article
- Acceptability and Feasibility of Implementing a Telehealth Kit for Older Adults with Diabetes in an FQHC Clinic.Research square · 2026Article
- Association Between mHealth Literacy and Hypertension-Related KAP Among Older Adults with Hypertension: Chain-Mediating Roles of Health Empowerment and Patient Activation.Healthcare (Basel, Switzerland) · 2026Article
- Navigating Diabetes Management in the Digital Era: Scoping Review of Online Health Information-Seeking Behavior.Journal of medical Internet research · 2026Article
- Longitudinal Relationship of eHealth Literacy With Self-Management Via Self-efficacy in Individuals With Type 2 Diabetes: Autoregressive Cross-Lagged Modeling.The journal of nursing research : JNR · 2026Article
- Healthcare consumers' acceptance and use of digital health technology in LMICs and the role of self-efficacy and facilitating conditions: a systematic review and meta-analysis.The Lancet regional health. Western Pacific · 2026Article
- Association of Electronic Health Literacy With Self-Care and Health Outcomes Among Patients With Type 2 Diabetes Mellitus: Cross-Sectional Study.Journal of medical Internet research · 2026Article
- Patterns and Characteristics of Mobile App Use to Promote Wellness and Manage Illness: Cross-Sectional Study.Journal of medical Internet research · 2026Article
- Self-care strategies and interventions to address antimicrobial resistance: evidence review and recommendations for national programs, service providers, caregivers, and self-carers.Frontiers in public health · 2026Review
- Investigating the relationship between e-health literacy and the tendencies and preferences of patients with type 2 diabetes in using self-management technologies.Journal of education and health promotion · 2026Article
- eHealth literacy mediates self-advocacy and self-management in older adults with diabetes.BMC geriatrics · 2025Article
- Article
- Current Status of Information and Communication Technologies Utilization, Education Needs, Mobile Health Literacy, and Self-Care Education Needs of a Population of Stroke Patients.Healthcare (Basel, Switzerland) · 2025Article
- Investigating e-health literacy and its relationship with self-care behaviors among Iranian Middle-aged type 2 diabetes: a cross-sectional study.BMC public health · 2025Article
- eHealth Literacy and Its Association With Demographic Factors, Disease-Specific Factors, and Well-Being Among Adults With Type 1 Diabetes: Cross-Sectional Survey Study.JMIR diabetes · 2025Article
- Effects of Diabetes Knowledge and Attitudes Toward Internet Health Information on e-Health Literacy in Middle-Aged Patients with Diabetes.Healthcare (Basel, Switzerland) · 2025Article
- Article
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundUnderstanding how people with diabetes seek online health information and use health applications is important to ensure these electronic tools are successfully supporting patient self-care. Furthermore, identifying the relationship between patient mobile eHealth literacy (mobile eHL) and diabetes outcomes can have far-reaching utility, for example, in the design of targeted interventions to address mobile eHL limitations. However, only limited studies have explored the impact of mobile eHL in a population with diabetes.
objectiveThis study aims to present data about online information-seeking behavior and mobile health (mHealth) app usage, investigate the factors related to mobile eHL in Taiwanese patients with type 2 diabetes, and flesh out the relationship between eHealth literacy (eHL), mobile health literacy (mHL), and health outcomes.
methodsSubjects were recruited from January 2017 to December 2017 in the outpatient departments of 3 hospitals in Taiwan. A total of 249 Taiwanese patients with diabetes voluntarily completed a cross-sectional survey assessing sociodemographic characteristics; diabetes status; knowledge and skills of computers, the internet, and mobile apps; mobile eHL; and patient outcomes (self-care behaviors, self-rated health, HbA
resultsOf the 249 patients with diabetes, 67% (164/249) reported they had searched for online diabetes information. The participants with smartphones had owned them for an average of 6.5 years and used them for an average of 4.5 (SD 3.81) hours per day. Only 1.6% (4/249) of the patients used health apps. Some demographic factors affecting mobile eHL included age, education, and duration of type 2 diabetes. Mobile eHL was related to self-care behaviors as well as knowledge and skills of computers, the internet, and mobile technology, but only had a weak, indirect effect on self-rated health. The final model had adequate goodness-of-fit indexes: chi-square (83)=149.572, P<.001; comparative fit index (CFI)=0.925; root mean square of approximation (RMSEA)=0.057 (90% CI 004-006); chi-square/df=1.082. Mobile eHL had a weak, indirect effect on self-rated health through the variables of knowledge with skills.
conclusionsOur study reveals that although people with diabetes who rated their health conditions as moderate were confident in using mobile eHealth and technology, few adopted these tools in their daily lives. The study found that mobile eHL had a direct effect on self-care behavior as well as knowledge and skills of computers, the internet, and mobile technology, and had an indirect effect on health outcomes (glycemic control and self-rated health status). Information about this population's experiences and the role mobile eHL plays in them can spur necessary mobile eHealth patient education.
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