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Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Aug 5, 2025
Open Peer Review Period: Aug 6, 2025 - Oct 1, 2025
Date Accepted: Jan 30, 2026
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Telehealth Use and Modality Choice Among US Adults: Shorrocks-Shapley Decomposition of a 2022 Cross-Sectional National Survey

Bolbocean C, Hayes C, Bogulski C

Telehealth Use and Modality Choice Among US Adults: Shorrocks-Shapley Decomposition of a 2022 Cross-Sectional National Survey

J Med Internet Res 2026;28:e81879

DOI: 10.2196/81879

PMID: 41849671

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Determinants of Telehealth Use in the United States: A Decomposition Analysis of the HINTS 2022

  • Corneliu Bolbocean; 
  • Corey Hayes; 
  • Cari Bogulski

ABSTRACT

Using 2022 Health Information National Trends Survey (HINTS; N=6,252) data, we estimated survey-weighted probability models of any phone or video visit in the prior year and apportioned the model's explanatory power with a Shorrocks-Shapley decomposition. Thirty-nine percent of adults used telehealth in~2022. Geography was the largest contributor to explained variation (20.1%): adults in the West North Central and East South Central divisions were significantly less likely to use telehealth than peers in the Northeast. Health literacy (14.3%) and health status/needs (11.3%) outranked traditional socioeconomic indicators (6.3%) and demographic traits (8.2%). Disability was strongly and negatively associated with use, suggesting design barriers. Telehealth uptake hinges more on where people live and their capacity to navigate digital care than on income or education alone. Policies that pair broadband investments with region-specific service integration and digital health literacy programs and that mandate platforms accessible to people with disabilities are needed to narrow the persistent digital divide in the U.S.


 Citation

Please cite as:

Bolbocean C, Hayes C, Bogulski C

Telehealth Use and Modality Choice Among US Adults: Shorrocks-Shapley Decomposition of a 2022 Cross-Sectional National Survey

J Med Internet Res 2026;28:e81879

DOI: 10.2196/81879

PMID: 41849671

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