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Social Deprivation and Multimorbidity Among Community-Based Health Center Patients in the United States

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Figure 1.

Mean multimorbidity levels for US, by ZCTA. Source: ADVANCE Clinical Research Network (14), 2012–2019. Abbreviation. ZCTA, zip code tabulation area.

Mean multimorbidity levels for US, by ZCTA. Source: ADVANCE Clinical Research Network (14), 2012–2019. Abbreviation. ZCTA, zip code tabulation area.
State Characteristics
No. of chronic diseases, mean (SD) Clinics, N (%) Patients, N (%) ZCTAs, N (%) Patients per ZCTA, mean (SD)
Alaska 1.6 (1.4) 1 (0.2) 1969 (0.2) 29 (0.5) 67.9 (355.4)
California 2.1 (1.6) 134 (20.5) 159,416 (19.5) 1,282 (20.0) 124.3 (404.9)
Connecticut 1.2 (1.4) 1 (0.2) 23 (0.0) 22 (0.3) 1.0 (0.2)
Florida 1.5 (1.3) 120 (18.4) 208,057 (25.5) 726 (11.3) 286.6 (555.6)
Georgia 1.3 (1.4) 11 (1.7) 9,805 (1.2) 195 (3.0) 50.3 (120.1)
Hawaii 1.7 (1.5) 5 (0.8) 7,403 (0.9) 46 (0.7) 160.9 (653.3)
Indiana 1.8 (1.4) 23 (3.5) 12,038 (1.5) 235 (3.7) 51.2 (122.5)
Kansas 1.4 (1.4) 3 (0.5) 3,864 (0.5) 131 (2.0) 29.5 (189.2)
Massachusetts 1.9 (1.6) 40 (6.1) 75,977 (9.3) 392 (6.1) 193.8 (676.6)
Maryland 1.8 (1.5) 15 (2.3) 13,151 (1.6) 164 (2.6) 80.2 (265.3)
Michigan 1.7 (1.1) 1 (0.2) 254 (0.0) 128 (2.0) 2.0 (1.8)
Minnesota 1.7 (1.6) 7 (1.1) 6,043 (0.7) 172 (2.7) 35.1 (108.7)
Missouri 2.0 (1.6) 4 (0.6) 8,185 (1.0) 153 (2.4) 53.5 (157.6)
Montana 1.8 (1.7) 6 (0.9) 7,420 (0.9) 84 (1.3) 88.3 (607.4)
North Carolina 2.2 (1.6) 22 (3.4) 26,693 (3.3) 342 (5.3) 78.0 (249.6)
New Jersey 1.2 (1.3) 1 (0.2) 47 (0.0) 38 (0.6) 1.2 (0.7)
New Mexico 1.7 (1.5) 37 (5.7) 43,919 (5.4) 182 (2.8) 241.3 (618.1)
Nevada 1.4 (1.4) 3 (0.5) 2,313 (0.3) 69 (1.1) 33.5 (184.7)
New York 1.0 (1.4) 1 (0.2) 88 (0.0) 73 (1.1) 1.2 (0.7)
Ohio 2.1 (1.6) 33 (5.1) 29,862 (3.7) 356 (5.6) 83.9 (264.7)
Oregon 2.2 (1.9) 122 (18.7) 141,269 (17.3) 377 (5.9) 374.7 (727.9)
Rhode Island 1.8 (1.6) 10 (1.5) 18,130 (2.2) 57 (0.9) 318.1 (844.3)
South Carolina 1.0 (1.0) 2 (0.3) 101 (0.0) 48 (0.8) 2.1 (2.6)
Texas 0.9 (1.1) 10 (1.5) 7,552 (0.9) 418 (6.5) 18.1 (37.4)
Utah 1.7 (1.2) 3 (0.5) 663 (0.1) 66 (1.0) 10.0 (16.9)
Washington 1.9 (1.8) 20 (3.1) 18,675 (2.3) 301 (4.7) 62.0 (282.7)
Wisconsin 2.0 (1.7) 18 (2.8) 14,004 (1.7) 311 (4.9) 45.0 (159.8)

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Figure 2.

Distribution of mean multimorbidity levels by ZCTA for selected states (Florida, California, Oregon, and Ohio) and Social Deprivation Index quartiles. Source: ADVANCE Clinical Research Network (14), 2012–2019. Abbreviations: SDI, Social Deprivation Index; ZCTA, zip code tabulation area.

State SDI quartile no. ZCTAs, N (%) Multimorbidity category, N (%)
None, 0–1 Low, 2–<5 High, ≥5
California 1 219 (17.1) 159 (72.6) 60 (27.4) 0
California 2 346 (27.0) 231 (66.8) 111 (32.1) 4 (1.2)
California 3 310 (24.2) 175 (56.5) 134 (43.2) 1 (0.3)
California 4 407 (31.7) 243 (59.7) 162 (39.8) 2 (0.5)
Florida 1 154 (21.2) 136 (88.3) 17 (11.0) 1 (0.6)
Florida 2 221 (30.4) 194 (87.8) 27 (12.2) 0
Florida 3 194 (26.7) 164 (84.5) 29 (14.9) 1 (0.5)
Florida 4 157 (21.6) 143 (91.1) 14 (8.9) 0
Ohio 1 107 (30.1) 57 (53.3) 49 (45.8) 1 (0.9)
Ohio 2 92 (25.8) 54 (58.7) 36 (39.1) 2 (2.2)
Ohio 3 74 (20.8) 45 (60.8) 27 (36.5) 2 (2.7)
Ohio 4 83 (23.3) 42 (50.6) 40 (48.2) 1 (1.2)
Oregon 1 76 (20.1) 44 (57.9) 30 (39.5) 2 (2.6)
Oregon 2 144 (38.1) 56 (38.9) 87 (60.4) 1 (0.7)
Oregon 3 132 (34.9) 44 (33.3) 87 (65.9) 1 (0.8)
Oregon 4 26 (6.9) 7 (26.9) 19 (73.1) 0

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