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. Author manuscript; available in PMC: 2018 Jul 1.
Published in final edited form as: Am J Manag Care. 2017 Jul;23(7):435–442.

Table 2.

Patient Characteristics and Their Association with Delaying Care Due to Cost

CHARACTERISTIC Delayed Medical Care in Past Year due to Cost

All
619 (100.0%)
No
537 (86.8%)
Yes
82 (13.2%)

n (%) n (%) n (%) P-Value*
Age
 18–26 134 (21.7) 117 (21.8) 17 (20.7)
 27–34 117 (18.9) 103 (19.2) 14 (17.1)
 35–44 92 (14.9) 79 (14.7) 13 (15.9)
 45–54 133 (21.5) 110 (20.3) 24 (29.3)
 55–64 99 (16.0) 87 (16.2) 12 (14.6)
 65–74 25 (4.0) 23 (4.3) 2 (2.4)
 75+ 15 (2.4) 15 (2.8) 0 (0.0) 0.73
 Missing/Refused 4 (0.7) 4 (0.7) 0 (0.0)
Sex
 Male 375 (60.6) 322 (60.0) 53 (64.6)
 Female 231 (37.3) 203 (37.8) 28 (34.2) 0.54
 Missing/Refused 13 (2.1) 12 (2.2) 1 (1.2)
Race/Ethnicity
 White 249 (40.2) 204 (38.0) 45 (54.9)
 Black/AA 78 (12.6) 71 (13.2) 7 (8.5)
 Hispanic 230 (37.2) 208 (38.7) 22 (26.8)
 Other/Multi 56 (9.1) 49 (9.1) 7 (8.5) 0.03
 Missing/Refused 6 (1.0) 5 (0.9) 1 (1.2)
Education
 <HS 59 (9.5) 56 (10.4) 3 (3.7)
 HS 225 (36.4) 201 (37.4) 24 (29.3)
 Some College 149 (24.1) 120 (22.4) 29 (35.4)
 College 126 (20.4) 105 (19.6) 21 (25.6)
 Grad 48 (7.8) 46 (8.6) 2 (2.4) 0.25
 Missing/Refused 12 (1.9) 9 (1.7) 3 (3.7)
Yearly Pre-tax Income
 < $25,000 260 (42.0) 230 (42.8) 30 (36.6)
 $25,000 < $50,000 126 (24.0) 109 (20.3) 17 (20.7)
 $50,000 < $100,000 91 (14.7) 73 (13.6) 18 (22.0)
 > $100,000 31 (5.0) 30 (5.6) 1 (1.2) 0.59
 Missing/Refused 111 (17.9) 95 (17.7) 16 (19.5)
Yearly Pre-tax Income, Adjusted for # Persons in Household (Tertiles)**
 1 <$12,500 216 (34.9) 188 (35.0) 28 (34.2)
 2 $12,500–25,000 241 (38.9) 212 (39.5) 29 (35.4)
 3 >$25,000 146 (23.6) 124 (23.1) 22 (26.8) 0.62
 Unavailable 16 (2.6) 13 (2.4) 3 (3.7)
Survey Site
 ED 474 (76.6) 399 (74.3) 75 (91.5)
 Clinic 145 (23.4) 138 (25.7) 7 (8.5) 0.001
Employment
 Employed 293 (47.3) 240 (44.7) 53 (64.6)
 Unemployed 74 (12.0) 67 (12.5) 7 (8.6)
 Retired 55 (8.9) 51 (9.5) 4 (4.9)
 Disability Benefits 136 (22.0) 126 (23.5) 10 (12.4)
 Student 33 (5.3) 27 (5.0) 6 (7.4)
 Homemaker 18 (2.9) 17 (3.2) 1 (1.2) 0.01
 Missing/Refused 10 (1.6) 9 (1.7) 1 (1.2)
Other than monthly health insurance premium, $ spent for co-pays, deductibles, prescriptions, in last 12m
 < $500 399 (64.5) 364 (67.8) 35 (42.7)
 $501–$1000 111 (17.9) 93 (17.3) 18 (22.0)
 $1001–$3000 69 (11.2) 50 (9.3) 19 (23.2)
 $3001–$5000 10 (1.6) 5 (0.9) 5 (6.1)
 >$5000 13 (2.1) 10 (1.9) 3 (3.7) <0.001
 Missing/Refused 17(2.8) 15 (2.8) 2 (2.4)
How would you rate your health?
 Excellent 70 (11.3) 67 (12.5) 3 (3.7)
 Very Good 149 (24.1) 126 (23.5) 23 (28.1)
 Good 212 (34.3) 184 (34.1) 29 (35.4)
 Fair 119 (19.2) 100 (18.6) 19 (23.2)
 Poor 40 (6.5) 35 (6.5) 5 (6.1) 0.18
 Missing/Refused 29 (4.7) 26 (4.8) 3 (3.7)
# Chronic Conditions prescribed medicine for
 0 240 (38.8) 207 (38.6) 33 (40.2)
 1 109 (17.6) 95 (17.7) 14 (17.1)
 2 84 (13.6) 72 (13.4) 12 (14.6)
 3 90 (14.5) 77 (14.3) 13 (15.9)
 4 36 (5.8) 32 (6.0) 4 (4.9)
 5+ 56 (9.1) 51 (9.5) 5 (6.1) 0.93
 Missing/Refused 4 (0.7) 3 (0.6) 1 (1.2)
# Visits to provider in last 12m
 0 50 (8.1) 41 (7.6) 9 (11.0)
 1 83 (13.4) 72 (13.4) 11 (13.4)
 2 89 (14.4) 80 (14.9) 9 (11.0)
 3 87 (14.1) 74 (13.8) 13 (15.9)
 4 90 (14.5) 81 (15.1) 9 (11.0)
 5–10 114 (18.4) 94 (17.5) 20 (24.4)
 10+ 77 (12.2) 70 (13.0) 7 (8.5) 0.65
 Missing/Refused 29 (4.7) 25 (4.7) 4 (4.9)
# Hospitalizations in last 12m
 0 393 (63.5) 346 (64.4) 47 (57.3)
 1 101 (16.3) 84 (15.6) 17 (20.7)
 2 37 (6.0) 33 (6.2) 4 (4.9)
 3 25 (4.0) 19 (3.5) 6 (7.3)
 4 19 (3.1) 17 (3.2) 2 (2.4)
 5–10 13 (2.1) 12 (2.2) 1 (1.2)
 10+ 2 (0.3) 1 (0.2) 1 (1.2) 0.39
 Missing/Refused 29 (4.7) 25 (4.7) 4 (4.9)
Outstanding bills currently
 No 397 (64.1) 375 (69.8) 22 (26.8)
 Yes 202 (32.6) 143 (26.6) 59 (72.0) <0.001
 Missing/Refused 20 (3.2) 19 (3.5) 1 (1.2)
Delay in filling prescriptions 52 (8.4) 18 (3.4) 34 (41.5) <0.001
ED used most often for health care 77 (12.4) 63 (11.7) 14 (17.1) 0.21
*

Contrasting did not delay care vs. delayed care. Fisher exact (categorical) or χ2 test of trend (ordinal). All p-values are calculated excluding missing responses.

**

Imputed for 15% of the sample