Background
Methods
Study population
Assessment of comorbidities
Assessment of psychosocial factors
Assessment of healthcare access and utilization
Outcome assessment: Low use of routine medical care
Statistics
Results
Study participants, sociodemographics, and comorbidity
Characteristic | All participants N = 3191 | Age < 55 years N = 1167 (36.6%) | Age ≥ 55 years N = 2024 (63.4%) | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Overall | RMC use N = 2491 (78.1%) | Low RMC use N = 700 (21.9%) | P Value | RMC use N = 827 (33.2%) | Low RMC use N = 340 (48.6%) | P Value | RMC use N = 1664 (66.8%) | Low RMC use N = 360 (51.4%) | P Value | |
Sociodemographic | ||||||||||
Age, years, mean ± SD | 58.9 (11.39) | 59.85 (11.19) | 55.55 (11.47) | < 0.01 | 47 (5.93) | 45.67 (6.31) | < 0.01 | 66.23 (6.86) | 64.89 (6.21) | < 0.01 |
Sex | < 0.01 | < 0.01 | < 0.01 | |||||||
Female | 2049 (64.21) | 1682 (67.52) | 367 (52.43) | 542 (65.54) | 158 (46.47) | 1140 (68.51) | 209 (58.06) | |||
Male | 1142 (35.79) | 809 (32.48) | 333 (47.57) | 285 (34.46) | 182 (53.53) | 524 (31.49) | 151 (41.94) | |||
Education | 0.09 | < 0.01 | < 0.01 | |||||||
≤ High school diploma | 1389 (43.53) | 1064 (42.71) | 325 (46.43) | 184 (22.25) | 103 (30.29) | 880 (52.88) | 222 (61.67) | |||
> High school diploma | 1802 (56.47) | 1427 (57.29) | 375 (53.57) | 643 (77.75) | 237 (69.71) | 784 (47.12) | 138 (38.33) | |||
Income class categorya | 0.10 | 0.37 | 0.05 | |||||||
Lower/Lower-middle | 1139 (35.69) | 876 (35.17) | 263 (37.57) | 218 (26.36) | 103 (30.29) | 658 (39.54) | 160 (44.44) | |||
Upper-middle/Upper | 1548 (48.51) | 1204 (48.33) | 344 (49.14) | 472 (57.07) | 186 (54.71) | 732 (43.99) | 158 (43.89) | |||
Missing | 504 (15.79) | 411 (16.5) | 93 (13.29) | 137 (16.57) | 51 (15) | 274 (16.47) | 42 (11.67) | |||
Comorbidities & Behaviors | ||||||||||
BMI, kg/m2 | 0.65 | 0.47 | 0.99 | |||||||
< 30 | 1316 (41.24) | 1033 (41.47) | 283 (40.43) | 260 (31.44) | 115 (33.82) | 773 (46.45) | 168 (46.67) | |||
≥ 30 | 1875 (58.76) | 1458 (58.53) | 417 (59.57) | 567 (68.56) | 225 (66.18) | 891 (53.55) | 192 (53.33) | |||
Tobacco use | < 0.01 | < 0.01 | < 0.01 | |||||||
Never | 2076 (65.06) | 1674 (67.2) | 402 (57.43) | 604 (73.04) | 209 (61.47) | 1070 (64.3) | 193 (53.61) | |||
Former/current | 1115 (34.94) | 817 (32.8) | 298 (42.57) | 223 (26.96) | 131 (38.53) | 594 (35.7) | 167 (46.39) | |||
Hypertension | < 0.01 | 0.01 | 0.03 | |||||||
No | 259 (8.12) | 177 (7.11) | 82 (11.71) | 72 (8.71) | 47 (13.82) | 105 (6.31) | 35 (9.72) | |||
Yes | 2932 (91.88) | 2314 (92.89) | 618 (88.29) | 755 (91.29) | 293 (86.18) | 1559 (93.69) | 325 (90.28) | |||
Hypertension controlb | < 0.01 | 0 | 0 | |||||||
Controlled | 1456 (49.66) | 1215 (52.51) | 241 (39) | 392 (51.92) | 103 (35.15) | 823 (52.79) | 138 (42.46) | |||
Uncontrolled | 1467 (50.03) | 1092 (47.19) | 375 (60.68) | 363 (48.08) | 188 (64.16) | 729 (46.76) | 187 (57.54) | |||
Diabetes | 0.01 | 0.37 | 0.09 | |||||||
No | 2122 (66.5) | 1626 (65.27) | 496 (70.86) | 600 (72.55) | 256 (75.29) | 1026 (61.66) | 240 (66.67) | |||
Yes | 1069 (33.5) | 865 (34.73) | 204 (29.14) | 227 (27.45) | 84 (24.71) | 638 (38.34) | 120 (33.33) | |||
Diabetes controlc | 0.66 | 0.4 | 0.8 | |||||||
Controlled | 475 (44.43) | 381 (44.05) | 94 (46.08) | 83 (36.56) | 37 (44.05) | 298 (46.71) | 57 (47.5) | |||
Uncontrolled | 556 (52.01) | 453 (52.37) | 103 (50.49) | 133 (58.59) | 46 (54.76) | 320 (50.16) | 57 (47.5) | |||
CVD history | 0.17 | 0.09 | 0.5 | |||||||
No | 2741 (85.9) | 2128 (85.43) | 613 (87.57) | 764 (92.38) | 324 (95.29) | 1364 (81.97) | 289 (80.28) | |||
Yes | 450 (14.1) | 363 (14.57) | 87 (12.43) | 63 (7.62) | 16 (4.71) | 300 (18.03) | 71 (19.72) | |||
CKD | 0.73 | 0.33 | 0.13 | |||||||
No | 1500 (47.01) | 1178 (47.29) | 322 (46) | 467 (56.47) | 183 (53.82) | 711 (42.73) | 139 (38.61) | |||
Yes | 591 (18.52) | 463 (18.59) | 128 (18.29) | 113 (13.66) | 58 (17.06) | 350 (21.03) | 70 (19.44) | |||
CKD stage d | 0.01 | 0.35 | 0.46 | |||||||
1 or 2 | 297 (50.25) | 217 (46.87) | 80 (62.5) | 87 (76.99) | 50 (86.21) | 130 (37.14) | 30 (42.86) | |||
3 | 251 (42.47) | 209 (45.14) | 42 (32.81) | 18 (15.93) | 6 (10.34) | 191 (54.57) | 36 (51.43) | |||
4 or 5 | 40 (6.77) | 35 (7.56) | 5 (3.91) | 8 (7.08) | 2 (3.45) | 27 (7.71) | 3 (4.29) | |||
CKD awareness d,e | 0.57 | 0.1 | 0.59 | |||||||
No | 508 (85.96) | 396 (85.53) | 112 (87.5) | 95 (84.07) | 55 (94.83) | 301 (86) | 57 (81.43) | |||
Yes | 81 (13.71) | 66 (14.25) | 15 (11.72) | 17 (15.04) | 3 (5.17) | 49 (14) | 12 (17.14) | |||
Healthcare access & utilization | ||||||||||
Health insurance | < 0.01 | < 0.01 | < 0.01 | |||||||
No | 385 (12.07) | 253 (10.16) | 132 (18.86) | 124 (14.99) | 84 (24.71) | 129 (7.75) | 48 (13.33) | |||
Yes | 2806 (87.93) | 2238 (89.84) | 568 (81.14) | 703 (85.01) | 256 (75.29) | 1535 (92.25) | 312 (86.67) | |||
Insurance type f | ||||||||||
Medicare | 1128 (35.35) | 953 (38.26) | 175 (25) | < 0.01 | 64 (7.74) | 9 (2.65) | < 0.01 | 889 (53.43) | 166 (46.11) | 0.01 |
Medicaid | 479 (15.01) | 393 (15.78) | 86 (12.29) | 0.03 | 62 (7.5) | 17 (5) | 0.16 | 331 (19.89) | 69 (19.17) | 0.81 |
Private | 2052 (64.31) | 1616 (64.87) | 436 (62.29) | 0.22 | 622 (75.21) | 241 (70.88) | 0.14 | 994 (59.74) | 195 (54.17) | 0.06 |
Usual source of care | < 0.01 | < 0.01 | < 0.01 | |||||||
No | 200 (6.27) | 93 (3.73) | 107 (15.29) | 41 (4.96) | 66 (19.41) | 52 (3.12) | 41 (11.39) | |||
Yes | 2980 (93.39) | 2388 (95.87) | 592 (84.57) | 783 (94.68) | 274 (80.59) | 1605 (96.45) | 318 (88.33) | |||
Obtaining care | < 0.01 | < 0.01 | 0.02 | |||||||
Less difficult | 2794 (87.56) | 2223 (89.24) | 571 (81.57) | 723 (87.42) | 263 (77.35) | 1500 (90.14) | 308 (85.56) | |||
More difficult | 383 (12) | 262 (10.52) | 121 (17.29) | 102 (12.33) | 72 (21.18) | 160 (9.62) | 49 (13.61) | |||
Satisfaction with care | < 0.01 | < 0.01 | < 0.01 | |||||||
Less satisfied | 154 (4.83) | 88 (3.53) | 66 (9.43) | 40 (4.84) | 38 (11.18) | 48 (2.88) | 28 (7.78) | |||
More satisfied | 2992 (93.76) | 2393 (96.07) | 599 (85.57) | 784 (94.8) | 278 (81.76) | 1609 (96.69) | 321 (89.17) |
Healthcare access and utilization
Distribution of psychosocial factors
Psychosocial factors | All participants N = 3191 | Age < 55 years N = 1167 (36.6%) | Age ≥ 55 years N = 2024 (63.4%) | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Overall | RMC use N = 2491 (78.1%) | Low RMC use N = 700 (21.9%) | P Value | RMC use N = 827 (33.2%) | Low RMC use N = 340 (48.6%) | P Value | RMC use N = 1664 (66.8%) | Low RMC use N = 360 (51.4%) | P Value | |
Trust in carea | < 0.01 | 0 | 0.03 | |||||||
Low | 111 (3.72) | 70 (2.93) | 41 (6.95) | 28 (3.56) | 25 (9.12) | 42 (2.62) | 16 (5.06) | |||
High | 2870 (96.28) | 2321 (97.07) | 549 (93.05) | 758 (96.44) | 249 (90.88) | 1563 (97.38) | 300 (94.94) | |||
Stress tertile | < 0.01 | 0.44 | 0.31 | |||||||
Lowest | 859 (26.92) | 695 (27.9) | 164 (23.43) | 107 (12.94) | 45 (13.24) | 588 (35.34) | 119 (33.06) | |||
Middle | 1102 (34.53) | 876 (35.17) | 226 (32.29) | 287 (34.7) | 105 (30.88) | 589 (35.4) | 121 (33.61) | |||
Highest | 1230 (38.55) | 920 (36.93) | 310 (44.29) | 433 (52.36) | 190 (55.88) | 487 (29.27) | 120 (33.33) | |||
Anger tertile | 0.11 | 0.19 | 0.17 | |||||||
Lowest | 626 (19.62) | 505 (20.27) | 121 (17.29) | 135 (16.32) | 46 (13.53) | 370 (22.24) | 75 (20.83) | |||
Middle | 615 (19.27) | 485 (19.47) | 130 (18.57) | 181 (21.89) | 76 (22.35) | 304 (18.27) | 54 (15) | |||
Highest | 768 (24.07) | 604 (24.25) | 164 (23.43) | 258 (31.2) | 94 (27.65) | 346 (20.79) | 70 (19.44) | |||
Discrimination tertiles | ||||||||||
Daily | < 0.01 | 0.42 | 0.06 | |||||||
Lowest | 988 (30.96) | 793 (31.83) | 195 (27.86) | 166 (20.07) | 63 (18.53) | 627 (37.68) | 132 (36.67) | |||
Middle | 1080 (33.85) | 864 (34.68) | 216 (30.86) | 285 (34.46) | 108 (31.76) | 579 (34.8) | 108 (30) | |||
Highest | 1123 (35.19) | 834 (33.48) | 289 (41.29) | 376 (45.47) | 169 (49.71) | 458 (27.52) | 120 (33.33) | |||
Lifetime | 0.32 | 0.57 | 0.13 | |||||||
Lowest | 894 (28.02) | 704 (28.26) | 190 (27.14) | 164 (19.83) | 66 (19.41) | 540 (32.45) | 124 (34.44) | |||
Middle | 1104 (34.6) | 845 (33.92) | 259 (37) | 273 (33.01) | 123 (36.18) | 572 (34.38) | 136 (37.78) | |||
Highest | 1193 (37.39) | 942 (37.82) | 251 (35.86) | 390 (47.16) | 151 (44.41) | 552 (33.17) | 100 (27.78) | |||
Burden of lifetime | 0.09 | 0.49 | 0.04 | |||||||
Lowest | 963 (30.18) | 731 (29.35) | 232 (33.14) | 223 (26.96) | 97 (28.53) | 508 (30.53) | 135 (37.5) | |||
Middle | 1093 (34.25) | 853 (34.24) | 240 (34.29) | 301 (36.4) | 131 (38.53) | 552 (33.17) | 109 (30.28) | |||
Highest | 1135 (35.57) | 907 (36.41) | 228 (32.57) | 303 (36.64) | 112 (32.94) | 604 (36.3) | 116 (32.22) |
Factors independently associated with low use of routine medical care
Odds Ratio (95% confidence interval) | |||
---|---|---|---|
All participants | Age < 55 years | Age ≥ 55 years | |
No. of events/N | 700/3191 | 340/1167 | 360/2024 |
Sociodemographic characteristics | |||
Age | |||
< 55 years | 1.61 (1.31, 1.98) | NA | NA |
≥ 55 years | Reference | NA | NA |
Gender | |||
Male | 1.71 (1.41, 2.07) | 1.90 (1.43, 2.54) | 1.56 (1.20, 2.04) |
Female | Reference | Reference | Reference |
Education | |||
< high school diploma | 1.31 (1.07, 1.62) | 1.37 (0.98, 1.91) | 1.30 (0.99, 1.70) |
≥ high school diploma | Reference | Reference | Reference |
Income category | |||
Poor: lower-middle | 0.97 (0.78, 1.20) | 0.95 (0.68, 1.34) | 0.96 (0.72, 1.27) |
Affluent: upper-middle | Reference | Reference | Reference |
Health insurance | |||
No | 1.52 (1.18, 1.96) | 1.40 (0.98, 2.01) | 1.69 (1.16, 2.46) |
Yes | Reference | Reference | Reference |
Comorbidities & Behaviors | |||
Body mass index, Kg/m2 | |||
< 30 | Reference | Reference | Reference |
≥ 30 | 1.17 (0.97, 1.42) | 1.08 (0.80, 1.45) | 1.25 (0.97, 1.61) |
Tobacco use | |||
Never | Reference | Reference | Reference |
Former/current | 1.43 (1.18, 1.72) | 1.50 (1.12, 2.03) | 1.44 (1.12, 1.84) |
Hypertension | |||
No | 1.74 (1.27, 2.39) | 1.71 (1.08, 2.71) | 1.79 (1.15, 2.79) |
Yes | Reference | Reference | Reference |
Diabetes | |||
No | 1.34 (1.09, 1.65) | 1.24 (0.88, 1.73) | 1.41 (1.08, 1.84) |
Yes | Reference | Reference | Reference |
Cardiovascular disease | |||
No | 1.12 (0.85, 1.47) | 1.89 (1.04, 3.42) | 0.93 (0.68, 1.27) |
Yes | Reference | Reference | Reference |
Chronic kidney disease | |||
No | 0.96 (0.75, 1.24) | 0.81 (0.54, 1.21) | 1.06 (0.76, 1.49) |
Yes | Reference | Reference | Reference |
Psychosocial factors | |||
Trust a | |||
Low | 2.16 (1.42, 3.27) | 2.32 (1.29, 4.16) | 2.07 (1.13, 3.80) |
High | Reference | Reference | Reference |
Stress tertile | |||
Lowest | Reference | Reference | Reference |
Middle | 1.16 (.91, 1.48) | 1.03 (0.66, 1.62) | 1.18 (0.88, 1.58) |
Highest | 1.41 (1.09, 1.82) | 1.29 (0.82, 2.01) | 1.41 (1.02, 1.94) |
Anger tertile | |||
Lowest | Reference | Reference | Reference |
Middle | 0.95 (0.71, 1.28) | 1.15 (0.73, 1.81) | 0.83 (0.55, 1.23) |
Highest | 0.87 (0.65, 1.15) | 0.88 (0.56, 1.37) | 0.89 (0.61, 1.29) |
Daily discrimination tertile | |||
Lowest | Reference | Reference | Reference |
Middle | 1.05 (0.83, 1.34) | 1.10 (0.73, 1.66) | 1.03 (0.76, 1.40) |
Highest | 1.30 (1.01, 1.67) | 1.15 (0.76, 1.75) | 1.46 (1.05, 2.03) |
Lifetime discrimination tertile | |||
Lowest | Reference | Reference | Reference |
Middle | 1.10 (0.86, 1.40) | 1.16 (0.76, 1.76) | 1.09 (0.81, 1.48) |
Highest | 0.89 (0.68, 1.17) | 1.08 (0.70, 1.68) | 0.76 (0.53, 1.08) |
Burden of discrimination tertile | |||
Lowest | Reference | Reference | Reference |
Middle | 0.82 (0.65, 1.03) | 0.93 (0.65, 1.34) | 0.74 (0.54, 1.00) |
Highest | 0.66 (0.51, 0.85) | 0.70 (0.47, 1.05) | 0.64 (0.46, 0.89) |