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Participants were between the ages of 55 and 70 years, 90% (n=9) were women, 90% preferred Spanish (n=9), and they had a mean education of 11.8 (SD 3.8) years (Table 1).
Pre-post pilot participant characteristics (N=10).
a Some values are missing from the participant characteristics table due to participant nonresponse: education (n=2); race (n=1); employment status (n=1), and high cholesterol (n=1). All health indicators are based on participant self-report during the baseline screening phone call.
JMIR Form Res 2025;9:e65489
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Study activities of the IG (n=216) and the CG (n=216). CG: control group; IG: intervention group.
Trained RA nurses provided health education sessions to participants using a researcher-developed booklet, which was provided to the patients for self-education at home. We delivered 2 health education sessions using a multimedia approach, which included visual aids and interactive discussions, alongside the booklet material.
JMIR Public Health Surveill 2025;11:e72233
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Enrolled participants in the intervention group will wear a CGM sensor (Abbott Free Style Libre 2; n=20) and receive structured diabetes self-management education and support (DSMES) from a pharmacist in a family medicine clinic. Each participant in the intervention group will have 5 visits with a pharmacist. DSMES will be provided in line with the 2022 National Standards for DSMES [21].
A historical cohort will be used to compare outcomes against the intervention group for the primary outcome.
JMIR Res Protoc 2025;14:e67014
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A total of 194 articles were included in data extraction (n=104, 53.6% adult; n=90, 46.4% pediatric), with 4 studies being coded as both pediatric and adult given that the study sample spanned both populations.
J Med Internet Res 2025;27:e58947
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To determine the sample size for the study, we used the Yamane formula for cross-sectional studies: n=N/(1+ N[e2]), where n is the required sample size, N is the total population size, and e is the margin of error set at 5% (0.05) [11].
Based on an estimated population of 160 eligible junior doctors, we calculated a minimum sample size of 114. Anticipating potential nonresponse or incomplete data, we increased this figure by 10% to arrive at a final target of 126 participants.
JMIRx Med 2025;6:e68865
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Among non-Hispanic White caregivers who manage medications (n=1633), the mean number of participants assisting with medications was 2.4 (range 1-9). Caregivers who helped with medications were 17.3% (282/1633) spouses, 33.9% (555/1633) children, 2.9% (48/1633) grandchildren, 9.6% (157/1633) others, 35.5% (580/1633) paid helpers, and 0.7% (11/1633) siblings.
Among Black or African American caregivers (n=799), the mean number of caregivers assisting with medications was 2.8 (range 1-9).
Interact J Med Res 2025;14:e64499
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