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      Predictors of Audio-Only Versus Video Telehealth Visits During the COVID-19 Pandemic

      research-article
      , M.D. 1 , 2 , 3 , 4 , , , M.D., M.S. 1 , 5 , 6 , , M.D., M.B.A. 1 , 7 , , M.D., M.S. 1 , 8 , , Ph.D. 1 , , M.P.H. 1 , , M.D., M.S. 1 , 7
      Journal of General Internal Medicine
      Springer International Publishing
      telehealth, video visits, COVID-19

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          Abstract

          Background

          Most health insurance organizations reimbursed both video and audio-only (i.e., phone) visits during the COVID-19 pandemic, but may discontinue phone visit coverage after the pandemic. The impact of discontinuing phone visit coverage on various patient subgroups is uncertain.

          Objective

          Identify patient subgroups that are more probable to access telehealth through phone versus video.

          Design

          Retrospective cohort.

          Patients

          All patients at a U.S. academic medical center who had an outpatient visit that was eligible for telehealth from April through June 2020.

          Main Measures

          The marginal and cumulative effect of patient demographic, socioeconomic, and geographic characteristics on the probability of using video versus phone visits.

          Key Results

          A total of 104,204 patients had at least one telehealth visit and 45.4% received care through phone visits only. Patient characteristics associated with lower probability of using video visits included age (average marginal effect [AME] −6.9% for every 10 years of age increase, 95%CI −7.8, −4.5), African-American (AME −10.2%, 95%CI −11.4, −7.6), need an interpreter (AME −19.3%, 95%CI −21.8, −14.4), Medicaid as primary insurance (AME −12.1%, 95%CI −13.7, −9.0), and live in a zip code with low broadband access (AME −7.2%, 95%CI −8.1, −4.8). Most patients had more than one factor which further reduced their probability of using video visits.

          Conclusions

          Patients who are older, are African-American, require an interpreter, use Medicaid, and live in areas with low broadband access are less likely to use video visits as compared to phone. Post-pandemic policies that eliminate insurance coverage for phone visits may decrease telehealth access for patients who have one or more of these characteristics.

          Supplementary Information

          The online version contains supplementary material available at 10.1007/s11606-021-07172-y.

          Related collections

          Most cited references7

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          Is Open Access

          Patient Characteristics Associated With Telemedicine Access for Primary and Specialty Ambulatory Care During the COVID-19 Pandemic

          Key Points Question What sociodemographic factors are associated with higher use of telemedicine and the use of video (vs telephone) for telemedicine visits for ambulatory care during the coronavirus disease 2019 (COVID-19) pandemic? Findings In this cohort study of 148 402 patients scheduled for primary care and medical specialty ambulatory telemedicine visits at a large academic health system during the early phase of the COVID-19 pandemic, older age, Asian race, non-English language as the patient’s preferred language, and Medicaid were independently associated with fewer completed telemedicine visits. Older age, female sex, Black race, Latinx ethnicity, and lower household income were associated with lower use of video for telemedicine care. Meaning This study identified racial/ethnic, sex, age, language, and socioeconomic differences in accessing telemedicine for primary care and specialty ambulatory care; if not addressed, these differences may compound existing inequities in care among vulnerable populations.
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            Differences in the use of telephone and video telemedicine visits during the COVID-19 pandemic

            (2021)
            The coronavirus disease 2019 (COVID-19) pandemic forced health systems to offer video and telephone visits as in-person visit alternatives. Although video visits offer some benefits compared with telephone visits, they require complex setup, which may disadvantage some patients due to the "digital divide." Our objective was to determine patient and neighborhood characteristics associated with visit modality.
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              • Article: not found

              Marginal Effects—Quantifying the Effect of Changes in Risk Factors in Logistic Regression Models

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                Author and article information

                Contributors
                juliach@med.umich.edu
                cellimoo@med.umich.edu
                Journal
                J Gen Intern Med
                J Gen Intern Med
                Journal of General Internal Medicine
                Springer International Publishing (Cham )
                0884-8734
                1525-1497
                17 November 2021
                : 1-7
                Affiliations
                [1 ]GRID grid.214458.e, ISNI 0000000086837370, Institute for Healthcare Policy and Innovation, , University of Michigan, ; Ann Arbor, USA
                [2 ]GRID grid.214458.e, ISNI 0000000086837370, Michigan Medicine Virtual Care Team, , University of Michigan, ; Ann Arbor, USA
                [3 ]GRID grid.214458.e, ISNI 0000000086837370, Department of Internal Medicine, , University of Michigan, ; Ann Arbor, USA
                [4 ]GRID grid.214458.e, ISNI 0000000086837370, East Ann Arbor Health Ctr, , University of Michigan, ; 4260 Plymouth Rd, Ann Arbor, MI 48109-2301 USA
                [5 ]GRID grid.214458.e, ISNI 0000000086837370, Department of Emergency Medicine, , University of Michigan, ; Ann Arbor, USA
                [6 ]GRID grid.59734.3c, ISNI 0000 0001 0670 2351, Department of Emergency Medicine, , Icahn School of Medicine at Mount Sinai, ; Ann Arbor, USA
                [7 ]GRID grid.214458.e, ISNI 0000000086837370, Department of Urology, , University of Michigan, ; Ann Arbor, USA
                [8 ]GRID grid.214458.e, ISNI 0000000086837370, Department of Neurology, , University of Michigan, ; Ann Arbor, USA
                Author information
                http://orcid.org/0000-0001-9267-259X
                Article
                7172
                10.1007/s11606-021-07172-y
                8597874
                34791589
                c2ea2ea1-bc61-4777-9036-7c72ceb6988f
                © Society of General Internal Medicine 2021

                This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.

                History
                : 30 March 2021
                : 27 September 2021
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/100000133, Agency for Healthcare Research and Quality;
                Award ID: K08 HS027632-01
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100000050, National Heart, Lung, and Blood Institute;
                Award ID: T32HL129974
                Categories
                Original Research

                Internal medicine
                telehealth,video visits,covid-19
                Internal medicine
                telehealth, video visits, covid-19

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