What Matters Most to Veterans When Deciding to Use Technology for Health: Cross-Sectional Analysis of a National Survey
BackgroundThere is an increasingly diverse range of mobile apps and digital health devices available to help patients manage their health. Despite evidence for the effectiveness of such technologies, their potential has not been fully realized because adoption remains low. Su...
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JMIR Publications
2025-08-01
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| Series: | JMIR Formative Research |
| Online Access: | https://formative.jmir.org/2025/1/e77113 |
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| author | Bella Etingen Bridget M Smith Stephanie L Shimada Stephanie A Robinson Robin T Higashi Ndindam Ndiwane Kathleen L Frisbee Jessica M Lipschitz Eric Richardson Dawn Irvin Timothy P Hogan |
| author_facet | Bella Etingen Bridget M Smith Stephanie L Shimada Stephanie A Robinson Robin T Higashi Ndindam Ndiwane Kathleen L Frisbee Jessica M Lipschitz Eric Richardson Dawn Irvin Timothy P Hogan |
| author_sort | Bella Etingen |
| collection | DOAJ |
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BackgroundThere is an increasingly diverse range of mobile apps and digital health devices available to help patients manage their health. Despite evidence for the effectiveness of such technologies, their potential has not been fully realized because adoption remains low. Such limited uptake can have direct implications for the intended benefits of these technologies.
ObjectiveThis study aimed to understand what matters most to US military veterans when deciding whether to use digital health technologies (DHTs) such as mobile health apps or devices to manage their health and compare these factors between veterans with and without prevalent chronic physical and mental health conditions.
MethodsWe conducted a cross-sectional analysis of survey data collected from a national sample of veterans who receive care from the Veterans Health Administration (VHA), which was predominantly gathered as part of the last wave of a larger longitudinal data collection effort.
ResultsAmong respondents (n=857), 86.7% (736/849) reported currently using or having previously used ≥1 devices to manage their health, and 78.4% (639/815) also reported using either VHA or non-VHA health apps. Considerations most frequently endorsed as “very important” by veterans when deciding whether to use DHTs included receiving secure messages from their health care team about DHTs, knowing data from DHTs would be used to inform their care, and receiving recommendations from providers to use DHTs. Conversely, considerations most frequently endorsed as “not at all important” included seeing information about DHTs on social media, having community support to use DHTs, and receiving encouragement from peers to use DHTs. Considerations did not significantly differ between veterans with or without prevalent chronic health conditions; however, a greater proportion of veterans with prevalent mental health conditions reported the following considerations to be “very important:” seeing information about DHTs on social media, having community support to use DHTs, having other veterans encourage DHT use, and having help from family, friends, or other important people to use DHTs.
ConclusionsUnderstanding what matters most to patients when they are deciding to adopt a technology for their health can, and should, inform implementation strategies and other approaches to enhance health-related technology use. Our results suggest that, for veterans, recommendations from health care team members and knowing that the data from DHTs will be used in clinical care are more important than information from social media, community sources, or peers when deciding to use DHTs, although perceptions of importance regarding the latter may differ among patients with different conditions. Our findings suggest that communication from health care team members to patients, perhaps either in-person or electronically, could help encourage DHT adoption and use. |
| format | Article |
| id | doaj-art-edfe1c2a61bd49f5870d01bef6bc1c05 |
| institution | Kabale University |
| issn | 2561-326X |
| language | English |
| publishDate | 2025-08-01 |
| publisher | JMIR Publications |
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| series | JMIR Formative Research |
| spelling | doaj-art-edfe1c2a61bd49f5870d01bef6bc1c052025-08-20T04:01:08ZengJMIR PublicationsJMIR Formative Research2561-326X2025-08-019e7711310.2196/77113What Matters Most to Veterans When Deciding to Use Technology for Health: Cross-Sectional Analysis of a National SurveyBella Etingenhttps://orcid.org/0000-0003-1325-9073Bridget M Smithhttps://orcid.org/0000-0002-3301-8843Stephanie L Shimadahttps://orcid.org/0000-0002-6517-5122Stephanie A Robinsonhttps://orcid.org/0000-0002-1352-217XRobin T Higashihttps://orcid.org/0000-0001-5232-6852Ndindam Ndiwanehttps://orcid.org/0009-0003-2415-8216Kathleen L Frisbeehttps://orcid.org/0000-0002-0194-4009Jessica M Lipschitzhttps://orcid.org/0000-0002-4085-0507Eric Richardsonhttps://orcid.org/0000-0002-0855-3350Dawn Irvinhttps://orcid.org/0000-0001-8578-4868Timothy P Hoganhttps://orcid.org/0000-0002-6888-0927 BackgroundThere is an increasingly diverse range of mobile apps and digital health devices available to help patients manage their health. Despite evidence for the effectiveness of such technologies, their potential has not been fully realized because adoption remains low. Such limited uptake can have direct implications for the intended benefits of these technologies. ObjectiveThis study aimed to understand what matters most to US military veterans when deciding whether to use digital health technologies (DHTs) such as mobile health apps or devices to manage their health and compare these factors between veterans with and without prevalent chronic physical and mental health conditions. MethodsWe conducted a cross-sectional analysis of survey data collected from a national sample of veterans who receive care from the Veterans Health Administration (VHA), which was predominantly gathered as part of the last wave of a larger longitudinal data collection effort. ResultsAmong respondents (n=857), 86.7% (736/849) reported currently using or having previously used ≥1 devices to manage their health, and 78.4% (639/815) also reported using either VHA or non-VHA health apps. Considerations most frequently endorsed as “very important” by veterans when deciding whether to use DHTs included receiving secure messages from their health care team about DHTs, knowing data from DHTs would be used to inform their care, and receiving recommendations from providers to use DHTs. Conversely, considerations most frequently endorsed as “not at all important” included seeing information about DHTs on social media, having community support to use DHTs, and receiving encouragement from peers to use DHTs. Considerations did not significantly differ between veterans with or without prevalent chronic health conditions; however, a greater proportion of veterans with prevalent mental health conditions reported the following considerations to be “very important:” seeing information about DHTs on social media, having community support to use DHTs, having other veterans encourage DHT use, and having help from family, friends, or other important people to use DHTs. ConclusionsUnderstanding what matters most to patients when they are deciding to adopt a technology for their health can, and should, inform implementation strategies and other approaches to enhance health-related technology use. Our results suggest that, for veterans, recommendations from health care team members and knowing that the data from DHTs will be used in clinical care are more important than information from social media, community sources, or peers when deciding to use DHTs, although perceptions of importance regarding the latter may differ among patients with different conditions. Our findings suggest that communication from health care team members to patients, perhaps either in-person or electronically, could help encourage DHT adoption and use.https://formative.jmir.org/2025/1/e77113 |
| spellingShingle | Bella Etingen Bridget M Smith Stephanie L Shimada Stephanie A Robinson Robin T Higashi Ndindam Ndiwane Kathleen L Frisbee Jessica M Lipschitz Eric Richardson Dawn Irvin Timothy P Hogan What Matters Most to Veterans When Deciding to Use Technology for Health: Cross-Sectional Analysis of a National Survey JMIR Formative Research |
| title | What Matters Most to Veterans When Deciding to Use Technology for Health: Cross-Sectional Analysis of a National Survey |
| title_full | What Matters Most to Veterans When Deciding to Use Technology for Health: Cross-Sectional Analysis of a National Survey |
| title_fullStr | What Matters Most to Veterans When Deciding to Use Technology for Health: Cross-Sectional Analysis of a National Survey |
| title_full_unstemmed | What Matters Most to Veterans When Deciding to Use Technology for Health: Cross-Sectional Analysis of a National Survey |
| title_short | What Matters Most to Veterans When Deciding to Use Technology for Health: Cross-Sectional Analysis of a National Survey |
| title_sort | what matters most to veterans when deciding to use technology for health cross sectional analysis of a national survey |
| url | https://formative.jmir.org/2025/1/e77113 |
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