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    Date Issued2021 (2)2020 (1)AuthorAsh, Arlene S. (3)Netherton, Dane (3)
    Robinson, Stephanie A. (3)
    Shimada, Stephanie L. (3)Connolly, Samantha L. (2)View MoreUMass Chan AffiliationDepartment of Population and Quantitative Health Sciences (1)Department of Population and Quantitative Health Sciences, Division of Biostatistics and Health Services Research (1)Department of Population and Quantitative Health Sciences, Division of Health Informatics and Implementation Science (1)Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences (1)Document TypeJournal Article (3)KeywordEndocrine System Diseases (3)Health Services Research (3)Nutritional and Metabolic Diseases (3)diabetes (2)Endocrinology, Diabetes, and Metabolism (2)View MoreJournalJMIR diabetes (1)Journal of general internal medicine (1)Journal of the American Medical Informatics Association : JAMIA (1)

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    Differences in Secure Messaging, Self-management, and Glycemic Control Between Rural and Urban Patients: Secondary Data Analysis

    Robinson, Stephanie A.; Netherton, Dane; Zocchi, Mark; Purington, Carolyn; Ash, Arlene S.; Shimada, Stephanie L. (2021-11-19)
    BACKGROUND: Rural patients with diabetes have difficulty accessing care and are at higher risk for poor diabetes management. Sustained use of patient portal features such as secure messaging (SM) can provide accessible support for diabetes self-management. OBJECTIVE: This study explored whether rural patients' self-management and glycemic control was associated with the use of SM. METHODS: This secondary, cross-sectional, mixed methods analysis of 448 veterans with diabetes used stratified random sampling to recruit a diverse sample from the United States (rural vs urban and good vs poor glycemic control). Administrative, clinical, survey, and interview data were used to determine patients' rurality, use of SM, diabetes self-management behaviors, and glycemic control. Moderated mediation analyses assessed these relationships. RESULTS: The sample was 51% (n=229) rural and 49% (n=219) urban. Mean participant age was 66.4 years (SD 7.7 years). More frequent SM use was associated with better diabetes self-management (P=.007), which was associated with better glycemic control (P < .001). Among rural patients, SM use was indirectly associated with better glycemic control through improved diabetes self-management (95% CI 0.004-0.927). These effects were not observed among urban veterans with diabetes (95% CI -1.039 to 0.056). Rural patients were significantly more likely than urban patients to have diabetes-related content in their secure messages (P=.01). CONCLUSIONS: More frequent SM use is associated with engaging in diabetes self-management, which, in turn, is associated with better diabetes control. Among rural patients with diabetes, SM use is indirectly associated with better diabetes control. Frequent patient-team communication through SM about diabetes-related content may help rural patients with diabetes self-management, resulting in better glycemic control.
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    Patient portal engagement and diabetes management among new portal users in the Veterans Health Administration

    Zocchi, Mark S.; Robinson, Stephanie A.; Ash, Arlene S.; Vimalananda, Varsha G.; Wolfe, Hill L.; Hogan, Timothy P.; Connolly, Samantha L.; Stewart, Maureen T.; Am, Linda; Netherton, Dane; et al. (2021-09-18)
    OBJECTIVE: The study sought to investigate whether consistent use of the Veterans Health Administration's My HealtheVet (MHV) online patient portal is associated with improvement in diabetes-related physiological measures among new portal users. MATERIALS AND METHODS: We conducted a retrospective cohort study of new portal users with type 2 diabetes that registered for MHV between 2012 and 2016. We used random-effect linear regression models to examine associations between months of portal use in a year (consistency) and annual means of the physiological measures (hemoglobin A1c [HbA1c], low-density lipoproteins [LDLs], and blood pressure [BP]) in the first 3 years of portal use. RESULTS: For patients with uncontrolled HbA1c, LDL, or BP at baseline, more months of portal use in a year was associated with greater improvement. Compared with 1 month of use, using the portal 12 months in a year was associated with annual declines in HbA1c of -0.41% (95% confidence interval [CI], -0.46% to -0.36%) and in LDL of -6.25 (95% CI, -7.15 to -5.36) mg/dL. Twelve months of portal use was associated with minimal improvements in BP: systolic BP of -1.01 (95% CI, -1.33 to -0.68) mm Hg and diastolic BP of -0.67 (95% CI, -0.85 to -0.49) mm Hg. All associations were smaller or not present for patients in control of these measures at baseline. CONCLUSIONS: We found consistent use of the patient portal among new portal users to be associated with modest improvements in mean HbA1c and LDL for patients at increased risk at baseline. For patients with type 2 diabetes, self-management supported by online patient portals may help control HbA1c, LDL, and BP. Informatics Association 2021. This work is written by US Government employees and is in the public domain in the US.
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    Secure Messaging, Diabetes Self-management, and the Importance of Patient Autonomy: a Mixed Methods Study

    Robinson, Stephanie A.; Zocchi, Mark S.; Netherton, Dane; Ash, Arlene S.; Purington, Carolyn M.; Connolly, Samantha L.; Vimalananda, Varsha G.; Hogan, Timothy P.; Shimada, Stephanie L. (2020-05-21)
    BACKGROUND: Diabetes is a complex, chronic disease that requires patients' effective self-management between clinical visits; this in turn relies on patient self-efficacy. The support of patient autonomy from healthcare providers is associated with better self-management and greater diabetes self-efficacy. Effective provider-patient secure messaging (SM) through patient portals may improve disease self-management and self-efficacy. SM that supports patients' sense of autonomy may mediate this effect by providing patients ready access to their health information and better communication with their clinical teams. OBJECTIVE: We examined the association between healthcare team-initiated SM and diabetes self-management and self-efficacy, and whether this association was mediated by patients' perceptions of autonomy support from their healthcare teams. DESIGN: We surveyed and analyzed content of messages sent to a sample of patients living with diabetes who use the SM feature on the VA's My HealtheVet patient portal. PARTICIPANTS: Four hundred forty-six veterans with type 2 diabetes who were sustained users of SM. MAIN MEASURES: Proactive (healthcare team-initiated) SM (0 or > /= 1 messages); perceived autonomy support; diabetes self-management; diabetes self-efficacy. KEY RESULTS: Patients who received at least one proactive SM from their clinical team were significantly more likely to engage in better diabetes self-management and report a higher sense of diabetes self-efficacy. This relationship was mediated by the patient's perception of autonomy support. The majority of proactive SM discussed scheduling, referrals, or other administrative content. Patients' responses to team-initiated communication promoted patient engagement in diabetes self-management behaviors. CONCLUSIONS: Perceived autonomy support is important for diabetes self-management and self-efficacy. Proactive communication from clinical teams to patients can help to foster a patient's sense of autonomy and encourage better diabetes self-management and self-efficacy.
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