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. Author manuscript; available in PMC: 2024 Oct 1.
Published in final edited form as: Ophthalmology. 2023 Jun 15;130(10):1037–1045. doi: 10.1016/j.ophtha.2023.06.007

Table 3:

The association of each social determinants of health (SDoH) variable with eye care utilization in the past 12 months.

No eye care utilization Eye care utilization Unadjusted Adjusted*
N (Weighted %) N (Weighted %) OR (%95 CI) p value OR (95% CI) p value
Economic Stability
 Never or previously employed 5491 (58) 8199 (64) 1.25 (1.16, 1.35) <0.001 0.85 (0.78, 0.93) 0.001
 No sick leave 3895 (48) 4563 (40) 0.71 (0.65, 0.77) <0.001 0.75 (0.69, 0.81) <0.001
 Low family income 5548 (62) 6039 (48) 0.55 (0.51, 0.6) <0.001 0.54 (0.49, 0.59) <0.001
 Difficulty paying medical bills 2034 (24) 1955 (17) 0.64 (0.58, 0.7) <0.001 0.71 (0.64, 0.79) <0.001
 Unable to pay medical bills 1214 (59) 1062 (54) 0.83 (0.69, 0.99) 0.035 0.83 (0.68, 1.00) 0.047
 High Financial Distress Composite Score 2551 (32) 2573 (23) 0.63 (0.58, 0.69) <0.001 0.74 (0.67, 0.81) <0.001
 Cost-related medication nonadherence 1353 (19) 1262 (11) 0.54 (0.48, 0.61) <0.001 0.61 (0.54, 0.69) <0.001
 Foregone/delayed care due to cost 1938 (22) 1669 (15) 0.60 (0.55, 0.66) <0.001 0.67 (0.61, 0.75) <0.001
Neighborhood, physical environment, and social cohesion
 Renting (vs. owned home) 3667 (37) 3858 (27) 0.62 (0.57, 0.67) <0.001 0.72 (0.66, 0.79) <0.001
 Disagree: people in neighborhood help each other 1918 (24) 2186 (18) 0.73 (0.67, 0.79) <0.001 0.79 (0.72, 0.87) <0.001
 Disagree: people in neighborhood can be trusted 1867 (23) 2007 (16) 0.66 (0.60, 0.72) <0.001 0.74 (0.67, 0.82) <0.001
 Disagree: this is a close-knit neighborhood 3208 (40) 4212 (36) 0.85 (0.79, 0.91) <0.001 0.90 (0.84, 0.97) 0.008
 Disagree: people in neighborhood I can count on 1820 (23) 2054 (17) 0.69 (0.63, 0.76) <0.001 0.78 (0.71, 0.86) <0.001
Community and social context
 Psychological distress (Kessler K6 Scale) 671 (8) 693 (6) 0.70 (0.60, 0.80) <0.001 0.76 (0.64, 0.88) 0.001
Food Insecurity
 Food Insecurity 1614 (17) 1502 (11) 0.58 (0.52, 0.64) <0.001 0.65 (0.58, 0.73) <0.001
Education
 English language proficiency (not well/not at all) 722 (10) 672 (6) 0.60 (0.52, 0.7) <0.001 0.66 (0.55, 0.81) <0.001
 <=High school 4042 (41) 4431 (32) 0.69 (0.64, 0.74) <0.001 0.66 (0.61, 0.72) <0.001
 Health Information Technology use: Did not look up health info on internet 5780 (64) 7349 (58) 0.76 (0.70, .83) <0.001 0.67 (0.61, 0.73) <0.001
 Health Information Technology use: Filled a prescription online 7879 (91) 10598 (87) 0.63 (0.55, 0.71) <0.001 0.60 (0.52, 0.70) <0.001
 Health Information Technology use: Scheduled a healthcare appointment online 8053 (93) 11012 (90) 0.65 (0.55, 0.76) <0.001 0.60 (0.50, 0.71) <0.001
 Health Information Technology use: Communicated with healthcare provider online 7912 (91) 10638 (87) 0.62 (0.54, 0.71) <0.001 0.58 (0.50, 0.67) <0.001
 Health Information Technology use: Used internet chat rooms to learn about health 8280 (97) 11644 (96) 0.79 (0.63, 1.00) 0.047 0.73 (0.57, 0.93) 0.01
Health care system
 Uninsured 984 (12) 371 (3) 0.25 (0.21, 0.29) <0.001 0.33 (0.28, 0.39) <0.001
 No usual source of care 561 (7) 221 (2) 0.27 (0.22, 0.33) <0.001 0.35 (0.28, 0.44) <0.001
 Trouble finding a doctor/provider in past 12 months 344 (4) 350 (3) 0.72 (0.59, 0.88) 0.002 0.77 (0.62, 0.95) 0.015
 MD’s office does not accept you as new patient in past 12 months 280 (3) 349 (3) 0.97 (0.80, 1.17) 0.726 1.06 (0.87, 1.30) 0.58
 MD’s office does not accept your insurance in past 12 months 341 (4) 446 (4) 0.99 (0.82, 1.18) 0.897 1.11 (0.92, 1.35) 0.266
 Delayed medical care: couldn’t get through on phone 293 (3) 415 (4) 1.07 (0.87, 1.32) 0.513 1.15 (0.93, 1.44) 0.198
 Delayed medical care: couldn’t get appointment soon enough 680 (8) 989 (9) 1.03 (0.90, 1.18) 0.687 1.10 (0.95, 1.26) 0.206
 Delayed medical care: wait too long at MD’s office 582 (7) 694 (6) 0.89 (0.76, 1.04) 0.137 0.96 (0.81, 1.13) 0.632
 Delayed medical care: not open when you could go 293 (4) 402 (4) 0.98 (0.78, 1.22) 0.855 1.05 (0.83, 1.33) 0.665
 Delayed medical care: no transportation 427 (4) 480 (3) 0.80 (0.67, 0.95) 0.011 0.80 (0.66, 0.96) 0.019
 Somewhat/very dissatisfied (quality) or no healthcare in past year 1065 (14) 734 (6) 0.42 (0.37, 0.48) <0.001 0.48 (0.42, 0.56) <0.001

Abbreviations: OR = odds ratio; CI = confidence interval

*

Adjusted by age, sex, race/ethnicity, geographic region, Charlson Comorbidity Index, year of the survey, and vision impairment.