ArticleJAMA network open2020
Association of Mobile Patient Portal Access With Diabetes Medication Adherence and Glycemic Levels Among Adults With Diabetes.
Article in JAMA network open, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
30 citing papers in PubMed, 1 synthesis or guideline pooled it, 51 citations in OpenAlex.
- Patient-Centered Digital Health Records and Their Effects on Health Outcomes: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Multilevel Intervention to Increase Patient Portal Use in Adults With Type 2 Diabetes Who Access Health Care at Community Health Centers: Single Arm, Pre-Post Pilot Study.JMIR formative research · 2025Trial
- Effect of Voluntary Participation on Mobile Health Care in Diabetes Management: Randomized Controlled Open-Label Trial.JMIR mHealth and uHealth · 2020Trial
- Patient Portal Activation Disparities by Ward, Census Tract, and Zip Code in an Urban Landscape Among Neurology Patients: Cross-Sectional Multi-Scale Analysis.Journal of medical Internet research · 2026Article
- Patient Portals and Shared Decision-Making in US Adults With or at Risk of Cardiovascular Diseases: A Cross-Sectional Study.Journal of the American Heart Association · 2025Article
- Leveraging data, technology, and policy to address disparities for persons living with Alzheimer's disease and Alzheimer's disease related dementias.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Evaluation of the implementation of a patient portal pilot intervention among people with type 2 diabetes at community health centers.Frontiers in clinical diabetes and healthcare · 2025Article
- Factors Associated with Uptake of Patient Portals at a Federally Qualified Health Care Center.Healthcare (Basel, Switzerland) · 2024Article
- Disparities in Patient Portal Engagement Among Patients With Hypertension Treated in Primary Care.JAMA network open · 2024Article
- Care Partner Engagement in Secure Messaging Between Patients With Diabetes and Their Clinicians: Cohort Study.JMIR diabetes · 2024Article
- Adherence to Oral Antidiabetic Drugs in Patients with Type 2 Diabetes: Systematic Review and Meta-Analysis.Journal of clinical medicine · 2023Review
- Describing current use, barriers, and facilitators of patient portal messaging for research recruitment: Perspectives from study teams and patients at one institution.Journal of clinical and translational science · 2023Article
- Providing Online Portal Access to Families of Adolescents and Young Adults with Diminished Capacity at an Academic Children's Hospital: A Case Report.Applied clinical informatics · 2023Article
- Tablet distribution to veterans: an opportunity to increase patient portal adoption and use.Journal of the American Medical Informatics Association : JAMIA · 2022Article
- Patterns of Health Care Use 5 Years After an Intervention Linking Patients in Addiction Treatment With a Primary Care Practitioner.JAMA network open · 2022Article
- Patient Portal Messaging for Asynchronous Virtual Care During the COVID-19 Pandemic: Retrospective Analysis.JMIR human factors · 2022Article
- Article
- Outpatient portal use in prenatal care: differential use by race, risk, and area social determinants of health.Journal of the American Medical Informatics Association : JAMIA · 2022Article
- Using a Machine Learning Algorithm to Predict Online Patient Portal Utilization: A Patient Engagement Study.Online journal of public health informatics · 2022Article
- Evaluating the Implementation of Digital and In-Person Diabetes Prevention Program in a Large, Integrated Health System: Natural Experiment Study Design.The Permanente journal · 2021Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
Importance: Online patient portals support self-management, and mobile devices expand portal access, but whether this translates to improvements in diabetes outcomes is unclear. Objective: To examine the association of adding mobile patient portal access with diabetes medication adherence and glycemic levels among adults with diabetes. Design, Setting, and Participants: This retrospective cohort study included patients with diabetes treated at Kaiser Permanente Northern California, a large, integrated health care delivery system, from April 1, 2015, to December 31, 2017. Inclusion criteria were adults with diabetes with an oral diabetes prescription at baseline and no insulin use. Data were analyzed from March 2018 to March 2019. Exposures: Patient portal access status for each calendar month from April 2015 to December 2017, categorized as never used, used from a computer only, used from a mobile device only, or used from both computer and mobile device. Main Outcomes and Measures: Medication adherence, measured by monthly percentage of days covered (PDC), and glycemic levels, measured by changes in glycated hemoglobin A1c (HbA1c) levels. The association of portal access with study outcomes was assessed using linear regression with patient-level fixed effects and adjusting for time-changing variables, stratified by baseline HbA1c level. Results: Among 111 463 included patients (mean [SD] age, 63.79 [12.93] years; 59 918 [53.76%] men), the number of patients using the portal from both a computer and mobile device increased over time from 38 371 patients (34.42%) in April 2015 to 57 920 patients (61.71%) in December 2017. Among patients with no prior portal access, adding computer-only portal access was associated with an increase in PDC of 1.16 (95% CI, 0.63 to 1.70) percentage points and a change of -0.06 (95% CI, -0.08 to -0.03) percentage points in HbA1c level, and adding both mobile and computer portal access was associated with an increase in PDC of 1.67 (95% CI, 1.10 to 2.23) percentage points and a change of -0.13 (95% CI, -0.16 to -0.10) percentage points in HbA1c level. Among patients with higher baseline HbA1c level (>8.0%), changing from no portal access to both computer and mobile access was associated with an increase in PDC of 5.09 (95% CI, 3.78 to 6.40) percentage points and a change of -0.19 (95% CI, -0.27 to -0.15) percentage points in HbA1c level. Conclusions and Relevance: These findings suggest that providing patients with computer patient portal access and combining it with mobile patient portal access are associated with significantly improved diabetes medication adherence and glycemic control, with greater benefits among patients with more clinical need. Convenient access to portal self-management tools through a mobile device could significantly improve diabetes management.
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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.