School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, and Center for Tuberculosis Research, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Front Public Health. 2023 Feb 24;11:1109158. doi: 10.3389/fpubh.2023.1109158. eCollection 2023.
Self-management is important for the blood sugar control of middle-aged and elderly Type 2 diabetes mellitus (T2DM) patients, of which diet, exercise, and drug compliance are the most common components. The Information-Motivation-Behavioral Skills Model (IMB) has been widely used in health behavior management and intervention.
The purpose of this study is to develop and validate the Diabetic Self-Management Scale (DSMS) based on the IMB model.
Self-report survey data was collected from middle-aged and elderly T2DM patients in Zhongmu City, Henan Province, China in November 2021 using convenience sampling. The original DSMS was developed through a literature review and summary of previous similar scales using an inductive approach. Item modification was finished by a panel of specialists. Exploratory factor analysis and confirmatory factor analysis were used to evaluate the reliability, convergent validity, discriminant validity, and criterion validity of DSMS.
Four hundred and sixty nine T2DM patients completed the questionnaire survey. The final DSMS consists of 22 items with three dimensions, including information (five items), motivation (eight items), and behavior skills (nine items). The results of simple factor analysis showed that the KMO value was 0.839, Bartlett spherical test 2 = 3254.872, < 0.001. The results of confirmatory factor analysis showed that 2/df = 2.261, RMSEA = 0.073, CFI = 0.937, TLI = 0.930, and SRMR = 0.096. The standardized factor loadings of 22 DSMS items were all above 0.6, and the CR values of 3 dimensions were all higher than 0.9. In addition, DSMS also showed good discriminant and criterion validity.
The 22-item DSMS has good reliability and validity, and can be used to make diabetic self-management assessment regarding diet, physical activity, and medication among middle-aged and elderly Chinese T2DM patients. DSMS is of moderate length and easy to understand. It can be promoted in China in the future to understand the self-management status of middle-aged and elderly T2DM patients in China.
自我管理对中年和老年 2 型糖尿病(T2DM)患者的血糖控制很重要,其中饮食、运动和药物依从性是最常见的组成部分。信息-动机-行为技能模型(IMB)已广泛应用于健康行为管理和干预。
本研究旨在基于 IMB 模型开发和验证糖尿病自我管理量表(DSMS)。
2021 年 11 月,采用便利抽样法从中国河南省中牟市的中年和老年 T2DM 患者中收集自我报告调查数据。原始 DSMS 是通过文献回顾和总结以前类似量表的归纳方法开发的。通过专家小组对项目进行修改。采用探索性因子分析和验证性因子分析评估 DSMS 的信度、收敛效度、区分效度和效标效度。
共有 469 名 T2DM 患者完成了问卷调查。最终的 DSMS 由 22 个项目组成,分为三个维度,包括信息(五个项目)、动机(八个项目)和行为技能(九个项目)。简单因子分析结果显示,KMO 值为 0.839,Bartlett 球形检验 2 = 3254.872,<0.001。验证性因子分析结果显示,2/df = 2.261,RMSEA = 0.073,CFI = 0.937,TLI = 0.930,SRMR = 0.096。22 个 DSMS 项目的标准化因子负荷均大于 0.6,三个维度的 CR 值均高于 0.9。此外,DSMS 还表现出良好的区分和效标效度。
22 项 DSMS 具有良好的信度和效度,可用于评估中国中年和老年 T2DM 患者的饮食、身体活动和药物自我管理情况。DSMS 长度适中,易于理解。今后可以在中国推广,以了解中国中年和老年 T2DM 患者的自我管理状况。