ArticleJournal of medical Internet research2021
Association of Smartphone Ownership and Internet Use With Markers of Health Literacy and Access: Cross-sectional Survey Study of Perspectives From Project PLACE (Population Level Approaches to Cancer Elimination).
Article in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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Who cites it
31 citing papers in PubMed.
- Patient Experiences With a Symptom Monitoring and Self-Referral Program for Specialty Palliative Care After Lung Cancer Diagnosis: Qualitative Study.JMIR formative research · 2026Article
- Feasibility of Establishing Community Living Labs (CoLLabs) to Improve Access to Prostate Health Resources, Education, Amenities, and Community Health: Protocol for a Pragmatic Clinical Trial.JMIR research protocols · 2026Article
- Telemedicine readiness and its associated factors among healthcare professionals in primary hospitals of Southern Ethiopia.Scientific reports · 2026Article
- Relationship Among Internet Use, eHealth Literacy, Internet Addiction, and Physical Activity Among Adolescents: Cross-Sectional Study.JMIR pediatrics and parenting · 2026Article
- Association between cognitive function and smartphone ownership among Japanese very old adults: a cross-sectional and longitudinal study.BMC geriatrics · 2025Article
- Comparing Community-Level Social Determinants of Health With Patient Race in Total Hip Arthroplasty Outcomes.Arthritis care & research · 2025Article
- Assessing the digital health readiness questionnaire Japanese version: insights from cardiovascular patients in Japan.European heart journal. Digital health · 2025Article
- The Association Between Internet Use and Co-occurring Health Care Needs: Cross-Sectional Study in China.Journal of medical Internet research · 2025Article
- Article
- Disease characteristics and medications use in idiopathic inflammatory myopathy: a multi-centre prospective observational study of decentralized remote vs. traditional clinic enrolment.Rheumatology (Oxford, England) · 2025Observational
- Undiagnosed hypertension and its associated factors in India: A rural-urban contrast from the National Family Health Survey (2019-21).PloS one · 2025Article
- Associations between Smartphone Usage with Upper-Body Abnormalities, Obesity, Mental Wellbeing and Physical Fitness of High-School Male Students.International journal of school health · 2025Article
- Factors Related to mHealth App Use Among Japanese Workers: Cross-Sectional Survey.JMIR human factors · 2024Article
- The roles of health literacy and social support in the association between smartphone ownership and frailty in older adults: a moderated mediation model.BMC public health · 2024Article
- Correlates of Recent HIV Testing Among People Who Inject Drugs in Rural Areas: A Multi-site Cross-Sectional Study, 2018-2020.AIDS and behavior · 2024Article
- Acceptability and Usability of the Family Gene Toolkit for Swiss and Korean Families HarboringCancers · 2023Article
- Problematic Smartphone Use and Its Relationship With Anxiety and Suicidal Ideation Among South Korean Adolescents.Psychiatry investigation · 2023Article
- Telehealth Complementary and Integrative Health Therapies During COVID-19 at the U.S. Department of Veterans Affairs.Telemedicine journal and e-health : the official journal of the American Telemedicine Association · 2023Article
- North American multicentre evaluation of a same-day discharge protocol for minimally invasive colorectal surgery using mHealth or telephone remote post-discharge monitoring.Surgical endoscopy · 2022Article
- Ageism in healthcare technology: the older patients' aspirations for improved online accessibility.JAMIA open · 2022Article
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Authors and funding
7 authors.
Funding
Abstract
backgroundTelehealth is an increasingly important component of health care delivery in response to the COVID-19 pandemic. However, well-documented disparities persist in the use of digital technologies.
objectiveThis study aims to describe smartphone and internet use within a diverse sample, to assess the association of smartphone and internet use with markers of health literacy and health access, and to identify the mediating factors in these relationships.
methodsSurveys were distributed to a targeted sample designed to oversample historically underserved communities from April 2017 to December 2017. Multivariate logistic regression was used to estimate the association of internet and smartphone use with outcomes describing health care access and markers of health literacy for the total cohort and after stratifying by personal history of cancer. Health care access was captured using multiple variables, including the ability to obtain medical care when needed. Markers of health literacy included self-reported confidence in obtaining health information.
resultsOf the 2149 participants, 1319 (61.38%) were women, 655 (30.48%) were non-Hispanic White, and 666 (30.99%) were non-Hispanic Black. The median age was 51 years (IQR 38-65). Most respondents reported using the internet (1921/2149, 89.39%) and owning a smartphone (1800/2149, 83.76%). Compared with the respondents with smartphone or internet access, those without smartphone or internet access were more likely to report that a doctor was their most recent source of health information (344/1800, 19.11% vs 116/349, 33.2% for smartphone and 380/1921, 19.78% vs 80/228, 35.1% for internet, respectively; both P<.001). Internet use was associated with having looked for information on health topics from any source (odds ratio [OR] 3.81, 95% CI 2.53-5.75) and confidence in obtaining health information when needed (OR 1.83, 95% CI 1.00-3.34) compared with noninternet users. Smartphone owners had lower odds of being unable to obtain needed medical care (OR 0.62, 95% CI 0.40-0.95) than nonsmartphone owners. Among participants with a prior history of cancer, smartphone ownership was significantly associated with higher odds of confidence in ability to obtain needed health information (OR 5.63, 95% CI 1.05-30.23) and lower odds of inability to obtain needed medical care (OR 0.17, 95% CI 0.06-0.47), although these associations were not significant among participants without a prior history of cancer.
conclusionsWe describe widespread use of digital technologies in a community-based cohort, although disparities persist. In this cohort, smartphone ownership was significantly associated with ability to obtain needed medical care, suggesting that the use of smartphone technology may play a role in increasing health care access. Similarly, major illnesses such as cancer have the potential to amplify health engagement. Finally, special emphasis must be placed on reaching patient populations with limited digital access, so these patients are not further disadvantaged in the new age of telehealth.
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