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However, factors beyond medication can impact blood glucose levels, such as stress, physical activity, concomitant diseases, and sleep disturbances [4-6]. Accordingly, diabetes self-management education and support are crucial parts of optimal diabetes management, involving a combination of lifestyle modifications, medication management, and self-care strategies [7].
JMIR Diabetes 2025;10:e63894
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Generative AI has been identified to have the potential to offset the clinical and administrative demands associated with the management of patients on these medication types [6]
Patient education is a critical component of the clinical care pathway and a prerequisite at many clinics for the prescription of pharmacotherapy. Even in resource-rich countries, the necessary services are not always available.
JMIR Diabetes 2025;10:e63503
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Effective management of chronic conditions relies heavily on medication adherence [4], defined as the extent to which individuals follow prescribed medication regimens as suggested by health care professionals [5,6]. High adherence rates are associated with improved clinical outcomes, reduced complications, and lower health care costs [7,8]. However, medication adherence remains suboptimal worldwide, with an estimated global adherence rate of only 50% [9].
J Med Internet Res 2025;27:e71982
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This approach incorporates medication, psychosocial support, and physical reconditioning to promote treatment success [5]. Data from an extensive cross-sectional study reported that only 40% of patients with chronic pain consider their condition to be managed adequately [6]. This is possibly due to the lack of literature demonstrating the implementation of evidence-based treatment pathways or models of care (Mo Cs) consistently using this holistic approach [2,6].
JMIR Res Protoc 2025;14:e59126
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There are identified disparities in dementia diagnoses and medication management, dementia being more likely among Black and Hispanic persons [5], with family caregivers from historically minoritized racial and ethnic groups helping with medications at increased rates relative to non-Hispanic White caregivers [6,7].
Medication management of person living with dementia can be challenging and stressful for family caregivers [2,3,8].
Interact J Med Res 2025;14:e64499
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Summary of assessments at trial time points (baseline 4, 8, and 12 months) in both randomized clinical trials.
a AF therapies: pharmacologic or electrical cardioversion, electrophysiologic procedure such as pulmonary vein isolation, or initiation of antiarrhythmic medication.
b AF: atrial fibrillation.
c PHQ-8: Patient Health Questionnaire.
d PROMIS: Patient-reported Outcomes Measurement Information System.
e AFEQT: AF Effect on Quality of life.
JMIR Cardio 2025;9:e66436
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Individuals were excluded if they were currently in therapy, had previously completed 4 or more sessions of CBT for BDD, had undergone psychotropic medication changes less than 2 months before starting the study, reported acute and active suicidal ideation (refer to “Procedures Used for Mitigating Clinical Deterioration and Suicide Risk” section below), or were unable to engage with the smartphone treatment.
JMIR Ment Health 2025;12:e63605
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While interventions that address patient-reported barriers to diabetes medication adherence can improve glycemic management [20,21], interventions that address barriers to diabetes medication adherence of relevance to Latino adults with T2 D are lacking.
JMIR Hum Factors 2025;12:e66668
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Adherence measures such as:
Medication possession ratio
Proportion of days covered
Self-reported adherence measures (eg, questionnaires and surveys)
Pharmacy refill data
Medication event monitoring systems (eg, smart pill bottles and electronic pill caps)
Biological markers
The study does not contain outcome measures related to adherence.
Adherence measures are based solely on subjective reporting (unless validated self-reported measures were used).
JMIR Cancer 2025;11:e64208
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