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An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study
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 thi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6664655/ https://www.ncbi.nlm.nih.gov/pubmed/31313657 http://dx.doi.org/10.2196/12936 |
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author | Yingling, Leah Allen, Nancy A Litchman, Michelle L Colicchio, Vanessa Gibson, Bryan S |
author_facet | Yingling, Leah Allen, Nancy A Litchman, Michelle L Colicchio, Vanessa Gibson, Bryan S |
author_sort | Yingling, Leah |
collection | PubMed |
description | 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(1c) 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. |
format | Online Article Text |
id | pubmed-6664655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-66646552019-07-31 An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study Yingling, Leah Allen, Nancy A Litchman, Michelle L Colicchio, Vanessa Gibson, Bryan S JMIR Diabetes Original Paper 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(1c) 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. JMIR Publications 2019-07-16 /pmc/articles/PMC6664655/ /pubmed/31313657 http://dx.doi.org/10.2196/12936 Text en ©Leah Yingling, Nancy A Allen, Michelle L Litchman, Vanessa Colicchio, Bryan S Gibson. Originally published in JMIR Diabetes (http://diabetes.jmir.org), 16.07.2019. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Diabetes, is properly cited. The complete bibliographic information, a link to the original publication on http://diabetes.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Yingling, Leah Allen, Nancy A Litchman, Michelle L Colicchio, Vanessa Gibson, Bryan S An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study |
title | An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study |
title_full | An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study |
title_fullStr | An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study |
title_full_unstemmed | An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study |
title_short | An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study |
title_sort | evaluation of digital health tools for diabetes self-management in hispanic adults: exploratory study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6664655/ https://www.ncbi.nlm.nih.gov/pubmed/31313657 http://dx.doi.org/10.2196/12936 |
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