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中国农村地区预防糖尿病的智能网络辅助工具:初步研究结果与经验教训

A smart web aid for preventing diabetes in rural China: preliminary findings and lessons.

作者信息

Chen Penglai, Chai Jing, Cheng Jing, Li Kaichun, Xie Shaoyu, Liang Han, Shen Xingrong, Feng Rui, Wang Debin

机构信息

School of Health Services Management, Anhui Medical University, Hefei, China.

出版信息

J Med Internet Res. 2014 Apr 1;16(4):e98. doi: 10.2196/jmir.3228.

Abstract

BACKGROUND

Increasing cases of diabetes, a general lack of routinely operational prevention, and a long history of separating disease prevention and treatment call for immediate engagement of frontier clinicians. This applies especially to village doctors who work in rural China where the majority of the nation's vast population lives.

OBJECTIVE

This study aims to develop and test an online Smart Web Aid for Preventing Type 2 Diabetes (SWAP-DM2) capable of addressing major barriers to applying proven interventions and integrating diabetes prevention into routine medical care.

METHODS

Development of SWAP-DM2 used evolutionary prototyping. The design of the initial system was followed by refinement cycles featuring dynamic interaction between development of practical and effective standardized operation procedures (SOPs) for diabetes prevention and Web-based assistance for implementing the SOPs. The resulting SOPs incorporated proven diabetes prevention practices in a synergetic way. SWAP-DM2 provided support to village doctors ranging from simple educational webpages and record maintenance to relatively sophisticated risk scoring and personalized counseling. Evaluation of SWAP-DM2 used data collected at baseline and 6-month follow-up assessment: (1) audio recordings of service encounters; (2) structured exit surveys of patients' knowledge, self-efficacy, and satisfaction; (3) measurement of fasting glucose, body mass index, and blood pressure; and (4) qualitative interviews with doctors and patients. Data analysis included (1) descriptive statistics of patients who received SWAP-DM2-assisted prevention and those newly diagnosed with prediabetes and diabetes; (2) comparison of the variables assessed between baseline and follow-up assessment; and (3) narratives of qualitative data.

RESULTS

The 17 participating village doctors identified 2219 patients with elevated diabetes risk. Of these, 84.85% (1885/2219) consented to a fasting glucose test with 1022 new prediabetes and 113 new diabetes diagnoses made within 6 months. The prediabetic patients showed substantial improvement from baseline to 6-month follow-up in vegetable intake (17.0%, 43/253 vs 88.7%, 205/231), calorie intake (1.6%, 4/253 vs 71.4%, 165/231), leisure-time exercises (6.3%, 16/253 vs 21.2%, 49/231), body weight (mean 62.12 kg, SD 9.85 vs mean 58.33 kg, SD 9.18), and body mass index (mean 24.80 kg/m(2), SD 3.21 vs mean 23.36 kg/m(2), SD 2.95). The prediabetic patients showed improvement in self-efficacy for modifying diet (mean 5.31, SD 2.81 vs mean 8.53, SD 2.25), increasing physical activities (mean 4.52, SD 3.35 vs mean 8.06, SD 2.38), engaging relatives (mean 3.93, SD 3.54 vs mean 6.93, SD 2.67), and knowledge about diabetes and risks of an imbalanced diet and inadequate physical activity. Most participating doctors and patients viewed SWAP-DM2 as useful and effective.

CONCLUSIONS

SWAP-DM2 is helpful to village doctors, acceptable to patients, and effective in modifying immediate determinants of diabetes at least in the short term, and may provide a useful solution to the general lack of participation in diabetes prevention by frontier clinicians in rural China.

TRIAL REGISTRATION

International Standard Randomized Controlled Trial Number (ISRCTN): 66772711; http://www.controlled-trials.com/ISRCTN66772711.

摘要

背景

糖尿病病例不断增加,普遍缺乏常规的预防措施,且疾病预防与治疗长期分离,这就要求一线临床医生立即行动起来。这一点在中国农村地区的村医身上体现得尤为明显,中国广大人口的大多数居住在农村。

目的

本研究旨在开发并测试一种在线的2型糖尿病预防智能网络辅助工具(SWAP-DM2),该工具能够解决应用已证实的干预措施的主要障碍,并将糖尿病预防纳入常规医疗保健。

方法

SWAP-DM2的开发采用了进化原型法。在设计初始系统之后,进入优化循环阶段,其特点是在制定切实有效的糖尿病预防标准化操作程序(SOP)与基于网络的SOP实施辅助之间进行动态交互。最终形成的SOP以协同的方式纳入了已证实的糖尿病预防措施。SWAP-DM2为村医提供支持,从简单的教育网页和记录维护到相对复杂的风险评分和个性化咨询。对SWAP-DM2的评估使用了在基线和6个月随访评估时收集的数据:(1)服务接触的音频记录;(2)对患者知识、自我效能和满意度的结构化出院调查;(3)空腹血糖、体重指数和血压的测量;(4)对医生和患者的定性访谈。数据分析包括:(1)接受SWAP-DM2辅助预防的患者以及新诊断为糖尿病前期和糖尿病患者的描述性统计;(2)基线和随访评估之间所评估变量的比较;(3)定性数据的叙述。

结果

17名参与的村医识别出2219名糖尿病风险升高的患者。其中,84.85%(1885/2219)的患者同意进行空腹血糖检测,在6个月内新诊断出1022例糖尿病前期和113例糖尿病患者。糖尿病前期患者从基线到6个月随访时,蔬菜摄入量(17.0%,43/253 vs 88.7%,205/231)、卡路里摄入量(1.6%,4/253 vs 71.4%,165/231)、休闲时间锻炼(6.3%,16/253 vs 21.2%,49/231)、体重(平均62.12 kg,标准差9.85 vs平均58.33 kg,标准差9.18)和体重指数(平均24.80 kg/m²,标准差3.21 vs平均23.36 kg/m²,标准差2.95)均有显著改善。糖尿病前期患者在饮食调整自我效能(平均5.31,标准差2.81 vs平均8.53,标准差2.25)、增加体育活动(平均4.52,标准差3.35 vs平均8.06,标准差2.38)、让亲属参与(平均3.93,标准差3.35 vs平均6.93,标准差2.67)以及糖尿病知识和饮食不均衡及身体活动不足风险方面的自我效能也有所提高。大多数参与的医生和患者认为SWAP-DM2有用且有效。

结论

SWAP-DM2对村医有帮助,患者可接受,至少在短期内能有效改变糖尿病的直接决定因素,可能为中国农村地区一线临床医生普遍缺乏参与糖尿病预防的情况提供一个有用的解决方案。

试验注册

国际标准随机对照试验编号(ISRCTN):66772711;http://www.controlled-trials.com/ISRCTN66772711

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cbe2/4004141/3ffc864cd86f/jmir_v16i4e98_fig1.jpg

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