Skip to main content

Advertisement

Log in

Language-Specific Challenges and Solutions for Equitable Telemedicine Implementation in the Primary Care Safety Net During COVID-19

  • Original Research: Qualitative Research
  • Published:
Journal of General Internal Medicine Aims and scope Submit manuscript

Abstract

Purpose

Telemedicine care dramatically expanded during the COVID-19 pandemic. We characterized facilitators and barriers to telemedicine implementation among safety-net primary care clinics serving patients with limited English proficiency (LEP).

Methods

We collected data on telemedicine volume and patient demographics among safety-net clinics participating in a telemedicine learning collaborative. Data on various metrics were reported to the collaborative from February 2019 through August 2021. We conducted semi-structured interviews with clinical and quality leaders, purposively sampling clinics serving high proportions of patients with LEP. We analyzed interviews with a mixed inductive-deductive approach applying the Consolidated Framework for Implementation Research.

Results

By September 2020, the 23 sites served 121,589 unique patients with in-person and 120,338 with telephone visits; 47% of these patients had LEP. Of 10,897 unique patients served by video visits, 38% had LEP. As a proportion of total visits, telemedicine (telephone and video) visits increased from 0–17% in October 2019–March 2020 to 10–98% in March–August 2020. We conducted 14 interviews at 11 sites. Themes included (1) existing telemedicine platforms and interpreter services were not optimized to support patients with LEP; (2) clinics invested significant labor iterating workflows; (3) sites with technological infrastructure and language-concordant staff were best suited to serve patients; (4) patients speaking less-represented languages or experiencing intersecting literacy barriers were underserved with telemedicine. Interviewees recommended innovations in telemedicine platforms and community-based access.

Conclusions

Safety-net sites relied on existing resources to accommodate patients with LEP, but struggled providing access for the most marginalized. Proactive, data-driven strategies to address patient and community barriers as well as optimize clinical workflows with high-quality, certified medical interpreters are needed to ensure equitable access.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1
Figure 2
Figure 3

Similar content being viewed by others

References

  1. Selected Social Characteristics in the United States. Published 2019. Accessed May 25, 2022. https://data.census.gov/cedsci/table?q=dp02&tid=ACSDP5Y2019.DP02

  2. Anderson TS, Karliner LS, Lin GA. Association of Primary Language and Hospitalization for Ambulatory Care Sensitive Conditions. Med Care. 2020;58(1):45-51. https://doi.org/10.1097/MLR.0000000000001245

    Article  PubMed  PubMed Central  Google Scholar 

  3. Ponce NA, Hays RD, Cunningham WE. Linguistic Disparities in Health Care Access and Health Status Among Older Adults. Journal of General Internal Medicine. 2006;21(7):786-791. https://doi.org/10.1111/j.1525-1497.2006.00491.x

    Article  PubMed  PubMed Central  Google Scholar 

  4. Rawal S, Srighanthan J, Vasantharoopan A, Hu H, Tomlinson G, Cheung AM. Association Between Limited English Proficiency and Revisits and Readmissions After Hospitalization for Patients With Acute and Chronic Conditions in Toronto, Ontario, Canada. JAMA. 2019;322(16):1605-1607. https://doi.org/10.1001/jama.2019.13066

    Article  PubMed  PubMed Central  Google Scholar 

  5. John-Baptiste A, Naglie G, Tomlinson G, et al. The effect of English language proficiency on length of stay and in-hospital mortality. J GEN INTERN MED. 2004;19(3):221-228. https://doi.org/10.1111/j.1525-1497.2004.21205.x

    Article  PubMed  PubMed Central  Google Scholar 

  6. Nápoles AM, Santoyo-Olsson J, Karliner LS, Gregorich SE, Pérez-Stable EJ. Inaccurate Language Interpretation and its Clinical Significance in the Medical Encounters of Spanish-speaking Latinos. Med Care. 2015;53(11):940-947. https://doi.org/10.1097/MLR.0000000000000422

    Article  PubMed  PubMed Central  Google Scholar 

  7. Flores G. Language Barriers to Health Care in the United States. https://doi.org/10.1056/NEJMp058316. https://doi.org/10.1056/NEJMp058316

  8. Allen MP, Johnson RE, McClave EZ, Alvarado-Little W. Language, Interpretation, and Translation A Clarification and Reference Checklist in Service of Health Literacy and Cultural Respect. NAM Perspectives. Published online February 18, 2020. https://doi.org/10.31478/202002c

  9. Jones CP. Levels of racism: a theoretic framework and a gardener’s tale. Am J Public Health. 2000;90(8):1212-1215. https://doi.org/10.2105/ajph.90.8.1212

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Schiaffino MK, Nara A, Mao L. Language Services In Hospitals Vary By Ownership And Location. Health Affairs. 2016;35(8):1399-1403. https://doi.org/10.1377/hlthaff.2015.0955

    Article  PubMed  Google Scholar 

  11. Fernandez A, Schillinger D, Warton EM, et al. Language Barriers, Physician-Patient Language Concordance, and Glycemic Control Among Insured Latinos with Diabetes: The Diabetes Study of Northern California (DISTANCE). J Gen Intern Med. 2011;26(2):170-176. https://doi.org/10.1007/s11606-010-1507-6

    Article  PubMed  Google Scholar 

  12. Saadi A, Sanchez Molina U, Franco-Vasquez A, Inkelas M, Ryan GW. Barriers and Facilitators to Implementation of Health System Interventions Aiming to Welcome and Protect Immigrant Patients: a Qualitative Study. J Gen Intern Med. 2021;36(10):3071-3079. https://doi.org/10.1007/s11606-021-06788-4

    Article  PubMed  PubMed Central  Google Scholar 

  13. Saadi A, Sanchez Molina U, Franco-Vasquez A, Inkelas M, Ryan GW. Assessment of Perspectives on Health Care System Efforts to Mitigate Perceived Risks Among Immigrants in the United States: A Qualitative Study. JAMA Network Open. 2020;3(4):e203028. https://doi.org/10.1001/jamanetworkopen.2020.3028

    Article  PubMed  PubMed Central  Google Scholar 

  14. Title VI of the Civil Rights Act of 1964; Policy Guidance on the Prohibition Against National Origin Discrimination As It Affects Persons With Limited English Proficiency. Federal Register. Published August 30, 2000. Accessed November 14, 2021. https://www.federalregister.gov/documents/2000/08/30/00-22140/title-vi-of-the-civil-rights-act-of-1964-policy-guidance-on-the-prohibition-against-national-origin

  15. Volk J, Palanker D, O’Brien M, Goe C. States’ Actions to Expand Telemedicine Access During COVID-19 and Future Policy Considerations. The Commonwealth Fund. https://doi.org/10.26099/r95z-bs17

  16. Jun 22 EHP, 2020. State Efforts to Expand Medicaid Coverage & Access to Telehealth in Response to COVID-19. KFF. Published June 22, 2020. Accessed December 17, 2021. https://www.kff.org/coronavirus-covid-19/issue-brief/state-efforts-to-expand-medicaid-coverage-access-to-telehealth-in-response-to-covid-19/

  17. Cantor JH, McBain RK, Pera MF, Bravata DM, Whaley CM. Who Is (and Is Not) Receiving Telemedicine Care During the COVID-19 Pandemic. Am J Prev Med. 2021;61(3):434-438. https://doi.org/10.1016/j.amepre.2021.01.030

    Article  PubMed  PubMed Central  Google Scholar 

  18. Uscher-Pines L, Sousa J, Jones M, et al. Telehealth Use Among Safety-Net Organizations in California During the COVID-19 Pandemic. JAMA. 2021;325(11):1106-1107. https://doi.org/10.1001/jama.2021.0282

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. López L, Green AR, Tan-McGrory A, King RS, Betancourt JR. Bridging the Digital Divide in Health Care: The Role of Health Information Technology in Addressing Racial and Ethnic Disparities. The Joint Commission Journal on Quality and Patient Safety. 2011;37(10):437-445. https://doi.org/10.1016/S1553-7250(11)37055-9

    Article  PubMed  Google Scholar 

  20. David E. Velasquez BS, Adam L. Beckman BS, Jorge A. Rodriguez MD. The Missing Strategy in Addressing Language Barriers. The American Journal of Managed Care. 2020;27(3). Accessed June 22, 2022. https://www.ajmc.com/view/the-missing-strategy-in-addressing-language-barriers

  21. Gilson SF, Umscheid CA, Laiteerapong N, Ossey G, Nunes KJ, Shah SD. Growth of Ambulatory Virtual Visits and Differential Use by Patient Sociodemographics at One Urban Academic Medical Center During the COVID-19 Pandemic: Retrospective Analysis. JMIR Medical Informatics. 2020;8(12):e24544. https://doi.org/10.2196/24544

    Article  PubMed  PubMed Central  Google Scholar 

  22. Rodriguez JA, Betancourt JR, Sequist TD, Ganguli I. Differences in the use of telephone and video telemedicine visits during the COVID-19 pandemic. Am J Manag Care. 2021;27(1):21-26. https://doi.org/10.37765/ajmc.2021.88573

    Article  PubMed  Google Scholar 

  23. Park J, Erikson C, Han X, Iyer P. Are State Telehealth Policies Associated With The Use Of Telehealth Services Among Underserved Populations? Health Affairs. 2018;37(12):2060-2068. https://doi.org/10.1377/hlthaff.2018.05101

    Article  PubMed  Google Scholar 

  24. Chang JE, Lindenfeld Z, Albert SL, et al. Telephone vs. Video Visits During COVID-19: Safety-Net Provider Perspectives. J Am Board Fam Med. 2021;34(6):1103-1114. https://doi.org/10.3122/jabfm.2021.06.210186

    Article  PubMed  Google Scholar 

  25. Benjenk I, Franzini L, Roby D, Chen J. Disparities in Audio-only Telemedicine Use Among Medicare Beneficiaries During the Coronavirus Disease 2019 Pandemic. Medical Care. 2021;59(11):1014-1022. https://doi.org/10.1097/MLR.0000000000001631

    Article  PubMed  PubMed Central  Google Scholar 

  26. Reed ME, Huang J, Graetz I, et al. Patient Characteristics Associated With Choosing a Telemedicine Visit vs Office Visit With the Same Primary Care Clinicians. JAMA Netw Open. 2020;3(6):e205873. https://doi.org/10.1001/jamanetworkopen.2020.5873

    Article  PubMed  PubMed Central  Google Scholar 

  27. Nouri S, Khoong EC, Lyles CR, Karliner L. Addressing Equity in Telemedicine for Chronic Disease Management During the Covid-19 Pandemic. NEJM Catalyst Innovations in Care Delivery. Published online May 4, 2020. Accessed November 13, 2021. https://catalyst.nejm.org/doi/full/10.1056/CAT.20.0123

  28. Eberly LA, Khatana SAM, Nathan AS, et al. Telemedicine Outpatient Cardiovascular Care During the COVID-19 Pandemic. Circulation. 2020;142(5):510-512. https://doi.org/10.1161/CIRCULATIONAHA.120.048185

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Hsueh L, Huang J, Millman AK, et al. Disparities in Use of Video Telemedicine Among Patients With Limited English Proficiency During the COVID-19 Pandemic. JAMA Network Open. 2021;4(11):e2133129. https://doi.org/10.1001/jamanetworkopen.2021.33129

    Article  PubMed  PubMed Central  Google Scholar 

  30. Rodriguez JA, Saadi A, Schwamm LH, Bates DW, Samal L. Disparities In Telehealth Use Among California Patients With Limited English Proficiency. Health Affairs. 2021;40(3):487-495. https://doi.org/10.1377/hlthaff.2020.00823

    Article  PubMed  Google Scholar 

  31. Merid B, Robles MC, Nallamothu BK. Digital Redlining and Cardiovascular Innovation. Circulation. 2021;144(12):913-915. https://doi.org/10.1161/CIRCULATIONAHA.121.056532

    Article  PubMed  Google Scholar 

  32. Skinner B, Levy H, Burtch T. Digital redlining: the relevance of 20th century housing policy to 21st century broadband access and education. EdWorking Paper, Retrieved from Annenberg Institute at Brown University. 2021;21(471). 10.26300/Q9AV-9C93

    Google Scholar 

  33. Vogels E a. Digital divide persists even as Americans with lower incomes make gains in tech adoption. Pew Research Center. Accessed November 13, 2021. https://www.pewresearch.org/fact-tank/2021/06/22/digital-divide-persists-even-as-americans-with-lower-incomes-make-gains-in-tech-adoption/

  34. Atske S, Perrin R. Home broadband adoption, computer ownership vary by race, ethnicity in the U.S. Pew Research Center. Accessed November 14, 2021. https://www.pewresearch.org/fact-tank/2021/07/16/home-broadband-adoption-computer-ownership-vary-by-race-ethnicity-in-the-u-s/

  35. Connected Care Accelerator. Center for Care Innovations. Accessed January 12, 2021. https://www.careinnovations.org/programs/connected-care-accelerator/

  36. Uniform Data System Reporting Requirements for 2022 Health Center Data. Bureau of Primary Health Care; 2022. https://bphc.hrsa.gov/sites/default/files/bphc/data-reporting/2022-uds-manual.pdf

  37. Walker D, Myrick F. Grounded theory: an exploration of process and procedure. Qual Health Res. 2006;16(4):547-559. https://doi.org/10.1177/1049732305285972

    Article  PubMed  Google Scholar 

  38. Damschroder LJ, Lowery JC. Evaluation of a large-scale weight management program using the consolidated framework for implementation research (CFIR). Implement Sci. 2013;8(1):51. https://doi.org/10.1186/1748-5908-8-51

    Article  PubMed  PubMed Central  Google Scholar 

  39. Damschroder L, Aron D, Keith R, Kirsh S, Alexander J, Lowery J. Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science. Implementation science : IS. 2009;4. https://doi.org/10.1186/1748-5908-4-50

  40. Tong A, Sainsbury P, Craig J. Consolidated criteria for reporting qualitative research (COREQ): a 32-item checklist for interviews and focus groups. International Journal for Quality in Health Care. 2007;19(6):349-357. https://doi.org/10.1093/intqhc/mzm042

    Article  PubMed  Google Scholar 

  41. Community Health Centers: 2021 State Profile. California Primary Care Association; 2021. https://www.dropbox.com/s/fk25l6guc1prqv0/2021_CPCA_CAstateprofile.pdf?dl=0

  42. Serving Patients with Limited English Proficiency: Results of a Community Health Center Survey. National Association of Community Health Centers; 2008. http://nachc.org/wp-content/uploads/2015/06/LEPReport.pdf

  43. Eberly LA, Kallan MJ, Julien HM, et al. Patient Characteristics Associated With Telemedicine Access for Primary and Specialty Ambulatory Care During the COVID-19 Pandemic. JAMA Netw Open. 2020;3(12):e2031640. https://doi.org/10.1001/jamanetworkopen.2020.31640

    Article  PubMed  PubMed Central  Google Scholar 

  44. Pagán VM, McClung KS, Peden CJ. An Observational Study of Disparities in Telemedicine Utilization in Primary Care Patients Before and During the COVID-19 Pandemic. Telemed J E Health. Published online December 20, 2021. https://doi.org/10.1089/tmj.2021.0412

  45. Sachs JW, Graven P, Gold JA, Kassakian SZ. Disparities in telephone and video telehealth engagement during the COVID-19 pandemic. JAMIA Open. 2021;4(3):ooab056. https://doi.org/10.1093/jamiaopen/ooab056

    Article  PubMed  PubMed Central  Google Scholar 

  46. El-Toukhy S, Méndez A, Collins S, Pérez-Stable EJ. Barriers to Patient Portal Access and Use: Evidence from the Health Information National Trends Survey. J Am Board Fam Med. 2020;33(6):953-968. https://doi.org/10.3122/jabfm.2020.06.190402

    Article  PubMed  PubMed Central  Google Scholar 

  47. Payán DD, Frehn JL, Garcia L, Tierney AA, Rodriguez HP. Telemedicine implementation and use in community health centers during COVID-19: Clinic personnel and patient perspectives. SSM - Qualitative Research in Health. 2022;2:100054. https://doi.org/10.1016/j.ssmqr.2022.100054

    Article  PubMed  PubMed Central  Google Scholar 

  48. Nguyen MLT, Garcia F, Juarez J, et al. Satisfaction can co-exist with hesitation: qualitative analysis of acceptability of telemedicine among multi-lingual patients in a safety-net healthcare system during the COVID-19 pandemic. BMC Health Serv Res. 2022;22(1):195. https://doi.org/10.1186/s12913-022-07547-9

    Article  PubMed  PubMed Central  Google Scholar 

  49. Rodriguez JA, Clark CR, Bates DW. Digital Health Equity as a Necessity in the 21st Century Cures Act Era. JAMA. 2020;323(23):2381-2382. https://doi.org/10.1001/jama.2020.7858

    Article  PubMed  Google Scholar 

  50. Khoong EC. Policy Considerations To Ensure Telemedicine Equity. Health Aff (Millwood). 2022;41(5):643-646. https://doi.org/10.1377/hlthaff.2022.00300

    Article  PubMed  Google Scholar 

  51. Lyles C, Sharma A, Fields J, Getachew Y, Sarkar U, Zephyrin L. Centering Health Equity in Telemedicine. Annals of Family Medicine. Accepted, In Press;20(4).

  52. Moreno MR, Otero-Sabogal R, Newman J. Assessing Dual-Role Staff-Interpreter Linguistic Competency in an Integrated Healthcare System. J GEN INTERN MED. 2007;22(S2):331-335. https://doi.org/10.1007/s11606-007-0344-8

    Article  PubMed  PubMed Central  Google Scholar 

  53. Engstrom DW, Piedra LM, Min JW. Bilingual Social Workers: Language and Service Complexities. Administration in Social Work. 2009;33(2):167-185. https://doi.org/10.1080/03643100902768832

    Article  Google Scholar 

  54. Crenshaw. Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory and Antiracist Politics. University of Chicago Legal Forum. 1989(1). Accessed April 12, 2022. https://chicagounbound.uchicago.edu/uclf/vol1989/iss1/8

  55. Goodman R, Lacktman N, Ferrante T. Medicare Telehealth Services for 2023 – CMS Proposes Substantial Changes | Foley & Lardner LLP. Health Care Law Today. Published July 14, 2022. Accessed July 28, 2022. https://www.foley.com/en/insights/publications/2022/07/medicare-telehealth-services-2023-cms-changes

  56. Alkureishi MA, Choo ZY, Rahman A, et al. Digitally Disconnected: Qualitative Study of Patient Perspectives on the Digital Divide and Potential Solutions. JMIR Hum Factors. 2021;8(4):e33364. https://doi.org/10.2196/33364

    Article  PubMed  PubMed Central  Google Scholar 

  57. Anaya YBM, Mota AB, Hernandez GD, Osorio A, Hayes-Bautista DE. Post-Pandemic Telehealth Policy for Primary Care: An Equity Perspective. J Am Board Fam Med. 2022;35(3):588-592. https://doi.org/10.3122/jabfm.2022.03.210509

    Article  PubMed  Google Scholar 

  58. Basu G, Costa VP, Jain P. Clinicians’ obligations to use qualified medical interpreters when caring for patients with limited English proficiency. AMA journal of ethics. 2017 Mar 1;19(3):245-52.

    Google Scholar 

  59. Lion KC, Gritton J, Scannell J, et al. Patterns and Predictors of Professional Interpreter Use in the Pediatric Emergency Department. Pediatrics. 2021;147(2):e20193312. https://doi.org/10.1542/peds.2019-3312

    Article  PubMed  Google Scholar 

  60. Schulson LB, Anderson TS. National Estimates of Professional Interpreter Use in the Ambulatory Setting. J GEN INTERN MED. 2022;37(2):472-474. https://doi.org/10.1007/s11606-020-06336-6

    Article  PubMed  Google Scholar 

  61. Karliner LS, Jacobs EA, Chen AH, Mutha S. Do professional interpreters improve clinical care for patients with limited English proficiency? A systematic review of the literature. Health Serv Res. 2007;42(2):727-754. https://doi.org/10.1111/j.1475-6773.2006.00629.x

    Article  PubMed  PubMed Central  Google Scholar 

  62. Charting a Course for an Equity-Centered Data System. Robert Wood Johnson Foundation | National Commission to Transform Public Health Data Systems; 2021. Accessed October 5, 2022. https://www.rwjf.org/en/library/research/2021/10/charting-a-course-for-an-equity-centered-data-system.html

Download references

Acknowledgements

The authors would like to thank all participants in the Connected Care Accelerator, and all the interviewees, Erica Shin, BA, Elaine Khoong, MD, MAS, Sofi Bergkvist, MS, MBA, and Jeanette Wong, BS.

Funding

This work was supported by The Commonwealth Fund, a national, private foundation based in New York City that supports independent research on healthcare issues and makes grants to improve healthcare practice and policy (Grant No. 20202842). The views presented here are those of the author and not necessarily those of The Commonwealth Fund, its directors, officers, or staff. The Connected Care Accelerator was supported by the California Health Care Foundation (Grant No. G-31003). Dr. Sharma was supported by K08 HS028477-01 (Agency for Healthcare Research and Quality) and KL2 TR001870 (National Center for Advancing Translational Sciences of the National Institutes of Health). Dr. Sarkar was supported by K24 CA212294 (National Cancer Institute).This paper’s contents are solely the responsibility of the authors and do not necessarily represent the official views of AHRQ nor the NIH.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Anjana E. Sharma MD, MAS.

Ethics declarations

Conflict of Interest:

Dr Sarkar received contract funding from InquisitHealth, AppliedVR, and SomnologyMD; is supported by a gift from The Doctors Company Foundation; serves as a scientific/expert advisor for nonprofit organizations HealthTech 4 Medicaid and HopeLab (no compensation); is a member of the American Medical Association’s Equity and Innovation Advisory Group (for which she receives honoraria); and previously served as a clinical advisor for Omada Health and as an advisory board member for Doximity (for which she received honoraria). Dr. Lyles received contract funding from InquisitHealth, AppliedVR, and SomnologyMD. She is currently a Visiting Researcher at Google.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

ESM 1

(DOCX 89 kb)

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.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sharma, A.E., Lisker, S., Fields, J.D. et al. Language-Specific Challenges and Solutions for Equitable Telemedicine Implementation in the Primary Care Safety Net During COVID-19. J GEN INTERN MED 38, 3123–3133 (2023). https://doi.org/10.1007/s11606-023-08304-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11606-023-08304-2

KEY WORDS

Navigation