Abstract
In 2020, the U.S. Department of Veterans Affairs (VA) expanded an initiative to distribute video-enabled tablets to Veterans with limited virtual care access. We examined patient characteristics associated with adoption and sustained use of video-based primary care among Veterans. We conducted a retrospective cohort study of Veterans who received VA-issued tablets between 3/11/2020-9/10/2020. We used generalized linear models to evaluate the sociodemographic and clinical factors associated with video-based primary care adoption (i.e., likelihood of having a primary care video visit) and sustained use (i.e., rate of video care) in the six months after a Veteran received a VA-issued tablet. Of the 36,077 Veterans who received a tablet, 69% had at least one video-based visit within six months, and 24% had a video-based visit in primary care. Veterans with a history of housing instability or a mental health condition, and those meeting VA enrollment criteria for low-income were significantly less likely to adopt video-based primary care. However, among Veterans who had a video visit in primary care (e.g., those with at least one video visit), older Veterans, and Veterans with a mental health condition had more sustained use (higher rate) than younger Veterans or those without a mental health condition. We found no differences in adoption of video-based primary care by rurality, age, race, ethnicity, or low/moderate disability and high disability priority groups compared to Veterans with no special enrollment category. VA’s tablet initiative has supported many Veterans with complex needs in accessing primary care by video. While Veterans with certain social and clinical challenges were less likely to have a video visit, those who adopted video telehealth generally had similar or higher rates of sustained use. These patterns suggest opportunities for tailored interventions that focus on needs specific to initial uptake vs. sustained use of video care.
Similar content being viewed by others
Change history
20 February 2024
The supplementary material (docx file with track changes) has been replaced with a clean version (in PDF format).
References
Eruchalu CN, Pichardo MS, Bharadwaj M, Rodriguez CB, Rodriguez JA, Bergmark RW, et al. The Expanding Digital Divide: Digital Health Access Inequities during the COVID-19 Pandemic in New York City. J Urban Health. 2021;98(2):183–6. doi:https://doi.org/10.1007/s11524-020-00508-9
Zulman DM, Wong EP, Slightam C, Gregory A, Jacobs JC, Kimerling R, et al. Making connections: nationwide implementation of video telehealth tablets to address access barriers in veterans. JAMIA Open. 2019;2(3):323–9. doi:https://doi.org/10.1093/jamiaopen/ooz024
Heyworth L, Kirsh S, Zulman D, Ferguson J, Kizer K. Expanding access through virtual care: the VA’ s early experience with Covid-19. NEJM Catal Innov Care Deliv. 2020;1(4):1–11. doi:https://doi.org/10.1056/CAT.20.0327
Bokolo AJ. Exploring the adoption of telemedicine and virtual software for care of outpatients during and after COVID-19 pandemic. Ir J Med Sci. 2021;190(1):1–10. doi:https://doi.org/10.1007/s11845-020-02299-z
Ferguson JM, Jacobs J, Yefimova M, Greene L, Heyworth L, Zulman DM. Virtual care expansion in the Veterans Health Administration during the COVID-19 pandemic: clinical services and patient characteristics associated with utilization. J Am Med Inform Assoc. 2021;28(3):453–62. doi:https://doi.org/10.1093/jamia/ocaa284
Jacobs JC, Blonigen DM, Kimerling R, Slightam C, Gregory AJ, Gurmessa T, et al. Increasing Mental Health Care Access, Continuity, and Efficiency for Veterans Through Telehealth With Video Tablets. Psychiatr Serv. 2019;70(11):976–82. doi:https://doi.org/10.1176/appi.ps.201900104
Gujral K, Van Campen J, Jacobs J, Kimerling R, Blonigen D, Zulman DM. Mental Health Service Use, Suicide Behavior, and Emergency Department Visits Among Rural US Veterans Who Received Video-Enabled Tablets During the COVID-19 Pandemic. JAMA Netw Open. 2022;5(4):e226250. doi:https://doi.org/10.1001/jamanetworkopen.2022.6250
Dhanani Z, Ferguson JM, Van Campen J, Slightam C, Jacobs JC, Heyworth L, et al. Overcoming Access Barriers for Veterans: A Cohort Study of the Distribution and Use of VA’s Video-Enabled Tablets Before and During the COVID-19 Pandemic. J Med Internet Res. 2022. doi:https://doi.org/10.2196/42563
Federal Communications Commission. Lifeline Program for Low-Income Consumers. 2020. https://www.fcc.gov/general/lifeline-program-low-income-consumers. Accessed March 15, 2023 202.
Peterson H. VA telehealth services through the Digital Divide Consult. VA News, 2022.
US Department of Veterans Affairs. 172VA10P2: VHA Corporate Data Warehouse – VA. 79 FR 4377.
World Health Organization. Coronavirus disease 2019 (COVID-19) situation report–51. World Health Organization, Geneva, Switzerland. 2020. https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200311-sitrep-51-covid-19.pdf?sfvrsn=1ba62e57_10.
Wang J, Dhanireddy P, Prince C, Larsen M, Schimpf M, Pearman G. 2021 Survey of Veteran Enrollees’ Health and Use of Health Care. 2021. https://www.va.gov/VHASTRATEGY/SOE2021/2021_Enrollee_Data_Findings_Report-508_Compliant.pdf Accessed May 28, 2022.
US Census Bureau. 2010 Census urban and rural classification and urban areas criteria. 2019. https://www.census.gov/programs-surveys/geography/guidance/geo-areas/urban-rural/2020-urban-rural.html.
Garvin LA, Hu J, Slightam C, McInnes DK, Zulman DM. Use of Video Telehealth Tablets to Increase Access for Veterans Experiencing Homelessness. J Gen Intern Med. 2021;36(8):2274–82. doi:https://doi.org/10.1007/s11606-021-06900-8
Fishman P, Von Korff M, Lozano P, Hecht J. Chronic care costs in managed care. Health Aff (Millwood). 1997;16(3):239–47. doi:https://doi.org/10.1377/hlthaff.16.3.239
National Academies of Sciences, Engineering, and Medicine; Health and Medicine Division; Board on Health Care Services; Committee to Evaluate the Department of Veterans Affairs Mental Health Services. Evaluation of the Department of Veterans Affairs Mental Health Services. Washington (DC): National Academies Press (US) January 31, 2018.
Ray GT, Collin F, Lieu T, Fireman B, Colby CJ, Quesenberry CP, et al. The cost of health conditions in a health maintenance organization. Med Care Res Rev. 2000;57(1):92–109. doi:https://doi.org/10.1177/107755870005700106
Yu W, Ravelo A, Wagner TH, Phibbs CS, Bhandari A, Chen S, et al. Prevalence and costs of chronic conditions in the VA health care system. Med Care Res Rev. 2003;60(3 Suppl):146S-67S. doi:https://doi.org/10.1177/1077558703257000
Ferguson JM, Wray CM, Jacobs J, Greene L, Wagner TH, Odden MC, et al. Variation in initial and continued use of primary, mental health, and specialty video care among Veterans. Health Serv Res. 2023;58(2):402–14. doi:https://doi.org/10.1111/1475-6773.14098
Loizos M, Baim-Lance A, Ornstein KA, Lubetsky S, Salas-Belkin L, Chavez S, et al. If You Give Them Away, It Still May Not Work: Challenges to Video Telehealth Device Use Among the Urban Homebound. J Appl Gerontol. 2023;42(9):1896–902. doi:https://doi.org/10.1177/07334648231170144
Lam K, Lu AD, Shi Y, Covinsky KE. Assessing Telemedicine Unreadiness Among Older Adults in the United States During the COVID-19 Pandemic. JAMA Intern Med. 2020;180(10):1389–91. doi:https://doi.org/10.1001/jamainternmed.2020.2671
Hunter I, Lockhart C, Rao V, Tootell B, Wong S. Enabling Rural Telehealth for Older Adults in Underserved Rural Communities: Focus Group Study. JMIR Form Res. 2022;6(11):e35864. doi:https://doi.org/10.2196/35864
Rush KL, Seaton CL, Corman K, Hawe N, Li EPH, Dow-Fleisner SJ, et al. Virtual Care Prior to and During COVID-19: Cross-sectional Survey of Rural and Urban Adults. JMIR Form Res. 2022;6(8):e37059. doi:https://doi.org/10.2196/37059
Kershaw K, Martelly L, Stevens C, McInnes DK, Silverman A, Byrne T, et al. Text messaging to increase patient engagement in a large health care for the homeless clinic: Results of a randomized pilot study. Digit Health. 2022;8:20552076221129729. doi:https://doi.org/10.1177/20552076221129729
Connolly SL, Stolzmann KL, Heyworth L, Weaver KR, Bauer MS, Miller CJ. Rapid Increase in Telemental Health Within the Department of Veterans Affairs During the COVID-19 Pandemic. Telemed J E Health. 2021;27(4):454–8. doi:https://doi.org/10.1089/tmj.2020.0233
Shepherd-Banigan M, Drake C, Dietch JR, Shapiro A, Tabriz AA, Van Voorhees EE, et al. Primary Care Engagement Among Individuals with Experiences of Homelessness and Serious Mental Illness: an Evidence Map. J Gen Intern Med. 2022;37(6):1513–23. doi:https://doi.org/10.1007/s11606-021-07244-z
Viron MJ, Stern TA. The impact of serious mental illness on health and healthcare. Psychosomatics. 2010;51(6):458–65. doi:https://doi.org/10.1176/appi.psy.51.6.458
Levinson Miller C, Druss BG, Dombrowski EA, Rosenheck RA. Barriers to primary medical care among patients at a community mental health center. Psychiatr Serv. 2003;54(8):1158–60. doi:https://doi.org/10.1176/appi.ps.54.8.1158
Qian AS, Schiaffino MK, Nalawade V, Aziz L, Pacheco FV, Nguyen B, et al. Disparities in telemedicine during COVID-19. Cancer Med. 2022;11(4):1192–201. doi:https://doi.org/10.1002/cam4.4518
Chang JE, Lai AY, Gupta A, Nguyen AM, Berry CA, Shelley DR. Rapid Transition to Telehealth and the Digital Divide: Implications for Primary Care Access and Equity in a Post-COVID Era. Milbank Q. 2021;99(2):340–68. doi:https://doi.org/10.1111/1468-0009.12509
Polinski JM, Barker T, Gagliano N, Sussman A, Brennan TA, Shrank WH. Patients’ Satisfaction with and Preference for Telehealth Visits. J Gen Intern Med. 2016;31(3):269–75. doi:https://doi.org/10.1007/s11606-015-3489-x
Ebinger JE, Achamallah N, Ji H, Claggett BL, Sun N, Botting P, et al. Pre-existing traits associated with Covid-19 illness severity. PLoS One. 2020;15(7):e0236240. doi:https://doi.org/10.1371/journal.pone.0236240
Palaiodimos L, Kokkinidis DG, Li W, Karamanis D, Ognibene J, Arora S, et al. Severe obesity, increasing age and male sex are independently associated with worse in-hospital outcomes, and higher in-hospital mortality, in a cohort of patients with COVID-19 in the Bronx, New York. Metabolism. 2020;108:154262. doi:https://doi.org/10.1016/j.metabol.2020.154262
Darkins A, Ryan P, Kobb R, Foster L, Edmonson E, Wakefield B, et al. Care Coordination/Home Telehealth: the systematic implementation of health informatics, home telehealth, and disease management to support the care of veteran patients with chronic conditions. Telemed J E Health. 2008;14(10):1118–26. doi:https://doi.org/10.1089/tmj.2008.0021
Acknowledgements
The authors thank Camila Chaudhary, VA Office of Connected Care, VA Office of Rural Health, the Virtual Access QUERI team, and Stanford School of Medicine Department of Health Policy for their help in supporting this evaluation.
Funding
Funding was also provided by the U.S. Department of Veterans Affairs (VA) Office of Rural Health. Visit www.ruralhealth.va.gov to learn more. This work was also supported by a VA Quality Enhancement Research Initiative (QUERI) PEI 18–205. Dr. Ferguson was directly supported by a VA QUERI Initiative to Advance Diversity in Implementation Leadership (ADIL) Supplement to the QUERI PEI-18-205.
Author information
Authors and Affiliations
Contributions
Conceptualization: Zainub Dhanani, Jaqueline M. Ferguson, James Van Campen, Cindie Slightam, Leonie Heyworth, Donna M. Zulman. Data curation: James Van Campen. Formal analysis: Zainub Dhanani, Jaqueline M. Ferguson Funding Acquisition: Leonie Heyworth, Donna M. Zulman. Methodology: Zainub Dhanani, Jaqueline M. Ferguson, Donna M. Zulman. Visualization: Zainub Dhanani, Jaqueline M. Ferguson. Project administration: Cindie Slightam, Donna M. Zulman. Writing-original draft: Zainub Dhanani. Writing-review and editing: Zainub Dhanani, Jaqueline M. Ferguson, Cindie Slightam, James Van Campen, Leonie Heyworth, Donna M. Zulman.
Corresponding author
Ethics declarations
Conflict of interest
The authors have no competing interests to declare that are relevant to the content of this article.
Disclaimer
Views expressed are those of the authors and the contents do not represent the views of the U.S. Department of Veterans Affairs or the United States Government.
Data Sharing Statement
Due to US Department of Veterans Affairs (VA) regulations and our ethics agreements, the analytic data sets used for this study are not permitted to leave VA’s firewall without a Data Use Agreement. This limitation is consistent with other studies based on VA data. However, VA data are made freely available to researchers with an approved VA study protocol. For more information, please visit https://www.virec.research.va.gov or contact VA’s Information Resource Center at VIReC@va.gov.
Ethical Approval
This evaluation was completed as part of a VA Quality Enhancement Research Initiative and was designated as non-research quality improvement by VA’s Office of Rural Health.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic Supplementary Material
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Dhanani, Z., Ferguson, J.M., Van Campen, J. et al. Adoption and Sustained Use of Primary Care Video Visits Among Veterans with VA Video-Enabled Tablets. J Med Syst 48, 16 (2024). https://doi.org/10.1007/s10916-024-02035-5
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10916-024-02035-5