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. 2026 Mar 18;28:e81879. doi: 10.2196/81879

Table 2. Key predictors from survey-weighted linear probability models of telehealth outcomes, Health Information National Trends Survey (HINTS 6)a.

Variables Video vs audiob (n=2069)
Video vs nonec (n=4317)
Audio vs noned (n=3632)
Any vs nonee (n=5009)
Demographics and socioeconomics

 Male
−0.2 (−5.5 to 5.2; P=.94) −8.5 (−12.4 to −4.6; P<.001) −5.5 (−8.1 to −2.8; P<.001) −9.7 (−14.0 to −5.4; P<.001)
 White 2.4 (−3.4 to 8.2; P=.42) 6.4 (2.3 to 10.6; P=0.001) 3.7 (0.7 to 6.7; P=.02) 7.1 (2.2 to 12.0; P<0.001)
 Employed 9.1 (2.6 to 15.5; P=0.001 3.8 (−1.6 to 9.2; P=.17) −3.3 (−6.8 to 0.2; P=.07) 0.9 (−3.3 to 5.1; P=.67)
Health status and access

 Disabled
9.6 (1.6 to 17.6; P=.02) 23.7 (17.8 to 29.6; P<.001) 11.9 (5.1 to 18.7; P<.001) 22.5 (16.1 to 28.8; P<.001)
 High blood pressure −1.7 (−7.8 to 4.3; P=.58) 5.8 (1.8 to 9.8; P=0.001) 5.8 (2.6 to 8.9; P<.001) 8.0 (4.8 to 11.2; P<.001)
 Health insurance 21.2 (13.0 to 29.3; P<.001) 13.3 (9.2 to 17.3; P<.001) 1.1 (−4.0 to 6.3; P=.67) 11.5 (4.6 to 18.4; P=.001)
Digital access

 Basic cell only (reference: landline or none)
−20.1 (−33.5 to −6.8; P=0.001) −7.4 (−16.4 to 1.7; P=.11) 2.6 (−3.9 to 9.1; P=.44) −4.0 (−10.6 to 2.6; P=.23)
 Internet: extremely satisfied 8.6 (1.3 to 15.9; P=.02) 7.7 (1.1 to 14.4; P=.02) 0.1 (−5.4 to 5.6; P=.97) 5.1 (−1.3 to 11.5; P=.12)
eHealth behaviors

 Used health apps
5.5 (−3.4 to 14.5; P=.23) 17.5 (12.5 to 22.6; P<.001) 9.1 (5.5 to 12.7; P<.001) 18.4 (12.0 to 24.8; P<.001)
 Seeks health information online 6.6 (−5.5 to 18.7; P=.28) 7.2 (1.0 to 13.4; P=.02) 1.7 (−1.0 to 4.4; P=.22) 7.2 (2.4 to 12.0; P=0.001)
a

Coefficients represent percentage-point differences in probability of outcome (95% CI; P value). Models additionally controlled for: age, marital status, income, education, self-rated health, cancer history, census division, urbanicity, Patient-Reported Outcomes Measurement Information System (PROMIS) isolation and meaning scores, other device categories, internet satisfaction levels, health numeracy, and county-level characteristics.

b

R2 for “video vs audio” is 0.08.

c

R2 for “video vs none” is 0.13.

d

R2 for “audio vs none” is 0.07.

e

R2 for “any vs none” is 0.12.