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Objective: To explore the acceptability of family support through an AI-enabled mobile app and identify preferences for its novel family module features among patients with type 2 diabetes (T2DM) and family members.
Methods: Semi-structured interviews were conducted with patients with T2DM and family members. A mock wireframe of the FAMILY module was created to help participants visualize the module features. All interviews were audio-recorded and transcribed verbatim. Inductive thematic analysis using the constant-comparative method was performed to identify and interpret patterns within the data.
Results: A total of 25 patients with T2DM and 25 family members participated in the study. Participants viewed the FAMILY module as a valuable tool for reinforcing patients' self-discipline. However, some patients expressed concerns about family involvement, particularly among those who preferred greater control and autonomy over their self-management plan. Family members also raised concerns about caregiving burden and feelings of self-blame if they were unable to provide adequate support. Regarding module features, participants appreciated algorithm-driven nudges and in-app interactions but emphasized the importance of controlling the frequency of nudges. Features such as collaborative goal setting, report cards, and AI-powered smart logging were found useful. However, family members expressed a need for more personalized in-app advice on patient data and medical terminology to better support patient's self-care. In-app family resources should be tailored to meet the needs of first-time caregivers to enhance the module's usability.
Conclusion: The insights from this study will guide the development of the novel FAMILY module and inform targeted interventions aimed at mitigating risks, managing T2DM-related comorbidities, and enhancing self-care.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11938869 | PMC |
http://dx.doi.org/10.1177/20552076251322654 | DOI Listing |
Afr J Prim Health Care Fam Med
August 2025
Division of Family Medicine, Department of Family, Community and Emergency Care, Faculty of Health Sciences, University of Cape Town, Cape Town.
Background: Family physicians (FPs) play a crucial role in clinical governance within South Africa's District Health System, necessitating strong leadership skills.
Aim: To understand how the postgraduate Leadership and Governance module at the University of Cape Town (UCT) helped prepare qualified FPs working in the Western Cape province public sector for their leadership role.
Setting: The UCT offers a 4-month Leadership and Governance module as part of its 4-year Master of Medicine in Family Medicine programme, aiming to prepare registrars for leadership roles.
JMIR Pediatr Parent
September 2025
Division of Prevention Science, Department of Medicine, University of California, San Francisco, San Francisco, CA, United States.
Background: Alone time with health care providers is critical for adolescents, and several professional organizations recommend it. Alone time with providers promotes better utilization of health services, empowers adolescents to manage their health, and facilitates discussions on sensitive issues. However, only 40% of adolescents have private conversations with clinicians during visits.
View Article and Find Full Text PDFPalliat Med Rep
June 2025
Department of Oncology, McMaster University, Hamilton, Ontario, Canada.
Background: Community Access to Palliative Care via Interprofessional Teams Improvement (CAPACITI) is a virtual educational program designed to support primary care providers in delivering a palliative approach to care. This study evaluated whether expert-facilitated sessions result in greater self-rated competency than a self-directed format across three CAPACITI modules: Identification and Assessment, Communication, and Ongoing Management.
Methods: We conducted a randomized controlled trial where 566 interprofessional primary care team members were randomized to facilitated or self-directed delivery of the CAPACITI program.
Front Neurol
August 2025
Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, United States.
Background: Race associated differences and disparities in test scores, such as on neuropsychological measures, can complicate the interpretation of these test scores in student athletes following a concussion. It is unknown if there are race associated differences on the Sway Medical System, a battery that includes balance and cognitive tests for use in concussion management.
Purpose: To determine if there are race-associated differences in Sway Medical System balance and cognitive module scores among athletes undergoing preseason baseline testing.
Carbohydr Polym
November 2025
School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China; Qingdao Marine Science and Technology Center, Qingdao 266237, China; Key Laboratory of Marine Drugs, Ministry of Education, Qingdao 266003, China; Shandong Key Laboratory of Glycoscience and Glycotherapeutics, Qingdao
Hyaluronic acid (HA), a linear glycosaminoglycan, serves as a key structural constituent of extracellular matrices, participating in diverse biological processes across both normal physiological and pathological contexts. While the gut microbiota exerts a pivotal influence on HA utilization within the human body, current scientific literature indicates a limited understanding of the molecular mechanisms underlying this interaction. In this study, a gut bacterium Enterococcus faecalis F1221 has been isolated, which demonstrated the ability to degrade HA.
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