Diabetes Cam: An Objective Methodology to Study Diabetes Self-Management

糖尿病 医学 自我管理 糖尿病管理 疾病管理 老年学 2型糖尿病 家庭医学 替代医学 健康管理体系 计算机科学 人工智能 病理 内分泌学
作者
Keresi Rokorua Bako,Masoud Mohammadnezhad,Dianne Sika‐Paotonu,S Potts D Sime,Louise Signal
出处
期刊:American Journal of Preventive Medicine [Elsevier]
卷期号:66 (5): 909-913
标识
DOI:10.1016/j.amepre.2023.12.016
摘要

Introduction: The prevalence of Type 2 Diabetes Mellitus (T2DM) is rapidly increasing throughout the world. T2DM is primarily a self-managed disease yet clinical studies indicate that a large proportion of adults with T2DM struggle to self-manage their diabetes. This puts them at high risk of developing diabetes-related complications. This paper presents Diabetes Cam, a new methodology to objectively study T2DM self-management and identify its barriers and facilitators.Methods: Thirty adults with diabetes of i-taukei descent from the four medical divisions throughout Fiji wore a camera for four days that automatically recorded images every 7 seconds. They also participated in in-depth photo-elicitation interviews to explore their experiences and perceptions of T2DM self-management. Data was collected between October 2021 and May 2022, and the analysis was done in August 2023.Results: Approximately 11,500 images per participant were generated providing rich data. The method is ethical, legal, and acceptable for adults with T2DM, their families, and the wider community. The images can be readily coded for food availability and consumption, physical activity, transportation, medication use, and foot care. Photo-elicitation enabled further information on what was occurring within the images and about participants' perspectives on diabetes self-management.Conclusions: The Diabetes Cam methodology enabled automated, objective observation of participants' T2DM self-management and their perspectives on self-management. It provides unique insights into diabetes self-management and ways to improve diabetes self-management. It provides valuable data to develop strategies to enhance diabetes self-management for people living with diabetes, their families, the wider community, health professionals, and policymakers.
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