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西班牙裔成年人糖尿病自我管理数字健康工具评估:探索性研究

An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study.

作者信息

Yingling Leah, Allen Nancy A, Litchman Michelle L, Colicchio Vanessa, Gibson Bryan S

机构信息

Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, United States.

College of Nursing, University of Utah School of Medicine, Salt Lake City, UT, United States.

出版信息

JMIR Diabetes. 2019 Jul 16;4(3):e12936. doi: 10.2196/12936.

Abstract

BACKGROUND

Although multiple self-monitoring technologies for type 2 diabetes mellitus (T2DM) show promise for improving T2DM self-care behaviors and clinical outcomes, they have been understudied in Hispanic adult populations who suffer disproportionately from T2DM.

OBJECTIVE

The objective of this study was to evaluate the acceptability, feasibility, and potential integration of wearable sensors for diabetes self-monitoring among Hispanic adults with self-reported T2DM.

METHODS

We conducted a pilot study of T2DM self-monitoring technologies among Hispanic adults with self-reported T2DM. Participants (n=21) received a real-time continuous glucose monitor (RT-CGM), a wrist-worn physical activity (PA) tracker, and a tablet-based digital food diary to self-monitor blood glucose, PA, and food intake, respectively, for 1 week. The RT-CGM captured viewable blood glucose concentration (mg/dL) and PA trackers collected accelerometer-based data, viewable on the device or an associated tablet app. After 1 week of use, we conducted a semistructured interview with each participant to understand experiences and thoughts on integration of the data from the devices into a technology-facilitated T2DM self-management intervention. We also conducted a brief written questionnaire to understand participants' self-reported T2DM history and past experience using digital health tools for T2DM self-management. Feasibility was measured by device utilization and objective RT-CGM, PA tracker, and diet logging data. Acceptability and potential integration were evaluated through thematic analysis of verbatim interview transcripts.

RESULTS

Participants (n=21, 76% female, 50.4 [SD 11] years) had a mean self-reported hemoglobin A of 7.4 [SD 1.8] mg/dL and had been diagnosed with T2DM for 7.4 [SD 5.2] years (range: 1-16 years). Most (89%) were treated with oral medications, whereas the others self-managed through diet and exercise. Nearly all participants (n=20) used both the RT-CGM and PA tracker, and 52% (11/21) logged at least one meal, with 33% (7/21) logging meals for 4 or more days. Of the 8 possible days, PA data were recorded for 7.1 [SD 1.8] days (range: 2-8), and participants averaged 7822 [SD 3984] steps per day. Interview transcripts revealed that participants felt most positive about the RT-CGM as it unveiled previously unknown relationships between lifestyle and health and contributed to changes in T2DM-related thoughts and behaviors. Participants felt generally positive about incorporating the wearable sensors and mobile apps into a future intervention if support were provided by a health coach or health care provider, device training were provided, apps were tailored to their language and culture, and content were both actionable and delivered on a single platform.

CONCLUSIONS

Sensor-based tools for facilitating T2DM self-monitoring appear to be a feasible and acceptable technology among low-income Hispanic adults. We identified barriers to acceptability and highlighted preferences for wearable sensor integration in a community-based intervention. These findings have implications for the design of T2DM interventions targeting Hispanic adults.

摘要

背景

尽管多种2型糖尿病(T2DM)自我监测技术有望改善T2DM自我护理行为和临床结局,但在T2DM患病率不成比例地高的西班牙裔成年人群中,对这些技术的研究还很少。

目的

本研究的目的是评估可穿戴传感器在自我报告患有T2DM的西班牙裔成年人中用于糖尿病自我监测的可接受性、可行性和潜在整合性。

方法

我们对自我报告患有T2DM的西班牙裔成年人进行了一项T2DM自我监测技术的试点研究。参与者(n = 21)分别获得了一个实时连续血糖监测仪(RT-CGM)、一个腕戴式身体活动(PA)追踪器和一个基于平板电脑的数字食物日记,用于自我监测血糖、PA和食物摄入量,为期1周。RT-CGM记录可见血糖浓度(mg/dL),PA追踪器收集基于加速度计的数据,可在设备或相关平板电脑应用程序上查看。使用1周后,我们对每位参与者进行了半结构化访谈,以了解他们对将设备数据整合到技术辅助的T2DM自我管理干预措施中的体验和想法。我们还进行了一份简短的书面问卷,以了解参与者自我报告的T2DM病史以及过去使用数字健康工具进行T2DM自我管理的经历。可行性通过设备利用率以及客观的RT-CGM、PA追踪器和饮食记录数据来衡量。通过对逐字记录的访谈转录本进行主题分析来评估可接受性和潜在整合性。

结果

参与者(n = 21,76%为女性,年龄50.4 [标准差11]岁)自我报告的糖化血红蛋白平均为7.4 [标准差1.8] mg/dL,被诊断为T2DM已7.4 [标准差5.2]年(范围:1 - 16年)。大多数(89%)接受口服药物治疗,其余通过饮食和运动进行自我管理。几乎所有参与者(n = 20)都使用了RT-CGM和PA追踪器,52%(11/21)记录了至少一顿饭情况,33%(7/21)记录了4天或更多天的饮食情况。在8个可能的日子里,PA数据记录了7.1 [标准差1.8]天(范围:2 - 8),参与者平均每天走7822 [标准差3984]步。访谈转录本显示,参与者对RT-CGM最为肯定,因为它揭示了生活方式与健康之间以前未知的关系,并促使与T2DM相关的想法和行为发生改变。如果有健康教练或医疗保健提供者提供支持、提供设备培训、应用程序针对他们的语言和文化进行定制,并且内容既可行又在单一平台上提供,参与者对将可穿戴传感器和移动应用程序纳入未来干预措施总体持积极态度。

结论

基于传感器的工具用于促进T2DM自我监测在低收入西班牙裔成年人中似乎是一种可行且可接受的技术。我们确定了可接受性方面的障碍,并强调了在基于社区的干预措施中对可穿戴传感器整合的偏好。这些发现对针对西班牙裔成年人设计T2DM干预措施具有启示意义。

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