ArticleJMIR formative research2022
Predictors of Online Patient Portal Use Among a Diverse Sample of Emerging Adults: Cross-sectional Survey.
Article in JMIR formative research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
What it found
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Who cites it
10 citing papers in PubMed, 28 citations in OpenAlex.
- Cocreating a Digital Patient Preparedness Tool for International Students Accessing Primary Care in Germany: A Convergent Methods Study Within the Health CASCADE Network.JMIR human factors · 2026Article
- Design and evaluation patient portal for patients with HTLV-1.BMC medical informatics and decision making · 2025Article
- Enhancing patient engagement and understanding: is providing direct access to laboratory results through patient portals adequate?JAMIA open · 2025Article
- Teen Secure Messaging is Associated With Use of Sexual and Reproductive Health Services in One Health System.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2025Article
- Factors Associated with Uptake of Patient Portals at a Federally Qualified Health Care Center.Healthcare (Basel, Switzerland) · 2024Article
- Patient portal registration and healthcare utilisation in general practices in England: a longitudinal cohort study.BJGP open · 2024Article
- Utilization of patient portals: a cross-sectional study investigating associations with mobile app quality.BMC medical informatics and decision making · 2023Article
- A Multi-Level Analysis of Individual and Neighborhood Factors Associated with Patient Portal Use among Adult Emergency Department Patients with Multimorbidity.International journal of environmental research and public health · 2023Article
- Patient Portal Use Among Diabetic Patients With Different Races and Ethnicities.Journal of clinical medicine research · 2022Article
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundHealth self-management is increasingly being influenced by emerging health information technologies (IT), especially online patient portals. Patient portals provide patients with direct access to their health information, electronic tools to manage their health, and additional opportunities to engage with their care team. Previous studies have found that patient portal use is highest among patients with high eHealth literacy, the ability to find health information from electronic sources and apply the knowledge gained to solve a health problem. The role of eHealth literacy on patient portal use appears to be especially strong among older adults with chronic diseases. The use of patient portals among emerging adults (ages 18-29) is much less understood. Although generally healthy, emerging adults are more regular IT users and just beginning to independently navigate the health care system. A good understanding of how emerging adults are using online patient portals and what factors, including eHealth, impact portal use is lacking.
objectiveThe aim of this study is to describe patient portal use and explore the predictors of portal use among a diverse sample of emerging adults.
methodsA cross-sectional survey study that used convenience sampling was conducted at two universities. Data on demographics, health care encounters, eHealth literacy, patient engagement, and use of patient portal features (administrative and clinical) were obtained via self-report and summarized. Logistic regression models were used to examine factors associated with portal use.
resultsOf the 340 emerging adults, 257 (76%) were female, 223 (65%) White, 156 (47%) low income, and 184 (54%) reported having patient portal access. Of those reporting access, 142 (77%) used at least 1 portal feature and 42 (23%) reported using none. Significant predictors were patient engagement (odds ratio [OR] 1.08, 95% CI 1.04-1.13, P=.001) and total encounters (OR 1.23, 95% CI 1.05-1.44, P=.009) but not eHealth literacy. Hispanic and Asian emerging adults were more likely to be frequent users of clinical portal features than White emerging adults (Hispanic: OR 2.97, 95% CI 1.03-8.52, P=.04; Asian: OR 4.28, 95% CI 1.08-16.89, P=.04).
conclusionsWe found that about half of emerging adults had access to a patient portal. Among those with access, a majority reported using at least one portal feature. Factors associated with increased portal use included increased patient engagement and total clinical encounters. Self-reported eHealth literacy was not associated with patient portal use in this diverse sample of emerging adults. This may have been due to high overall eHealth literacy levels in this population of frequent IT users. There may also be racial/ethnic differences that are important to consider, as we found Hispanic and Asian emerging adults reported more frequent portal use than White emerging adults. Interventions to promote patient portal use among emerging adults should include strategies to increase awareness of portal access and engagement among patients with fewer clinical encounters, with a focus on preventative health management.
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