Article Figures & Tables
Tables
Characteristic No. (%) of patients* Standardized difference All patients
n = 42 273Emergency department visit
n = 5640No emergency department visit
n = 36 633Age, yr, median (IQR) 67 (59–74) 68 (60–76) 67 (59–74) 0.12 Sex Female 22 758 (53.8) 2881 (51.1) 19 877 (54.3) 0.06 Male 19 515 (46.2) 2759 (48.9) 16 756 (45.7) 0.06 Rural residence 6956 (16.5) 1218 (21.6) 5738 (15.7) 0.15 Ethnic concentration quintile†‡ 1 (lowest) 10 601 (25.2) 1595 (28.5) 9006 (24.7) 0.09 2 9968 (23.7) 1324 (23.7) 8644 (23.7) 0.0 3 8988 (21.4) 1087 (19.4) 7901 (21.7) 0.06 4 7524 (17.9) 945 (16.9) 6579 (18.1) 0.03 5 (highest) 4961 (11.8) 643 (11.5) 4318 (11.8) 0.01 Instability quintile†‡ 1 (lowest) 6457 (15.4) 731 (13.1) 5726 (15.7) 0.08 2 8589 (20.4) 1063 (19.0) 7526 (20.6) 0.04 3 9031 (21.5) 1223 (21.9) 7808 (21.4) 0.01 4 8673 (20.6) 1265 (22.6) 7408 (20.3) 0.06 5 (highest) 9292 (22.1) 1312 (23.5) 7980 (21.9) 0.04 Dependency quintile†‡ 1 (lowest) 5771 (13.7) 744 (13.3) 5027 (13.8) 0.01 2 7018 (16.7) 890 (15.9) 6128 (16.8) 0.02 3 7945 (18.9) 977 (17.5) 6968 (19.1) 0.04 4 8714 (20.7) 1150 (20.6) 7564 (20.8) 0.0 5 (highest) 12 594 (30.0) 1833 (32.8) 10 761 (29.5) 0.07 Deprivation quintile†‡ 1 (lowest) 10 144 (24.1) 1219 (21.8) 8925 (24.5) 0.06 2 9217 (21.9) 1203 (21.5) 8014 (22.0) 0.01 3 8375 (19.9) 1151 (20.6) 7224 (19.8) 0.02 4 7845 (18.7) 1091 (19.5) 6754 (18.5) 0.02 5 (highest) 6461 (15.4) 930 (16.6) 5531 (15.2) 0.04 Income quintile‡ 1 (lowest) 6475 (15.3) 964 (17.1) 5511 (15.1) 0.06 2 7861 (18.6) 1072 (19.1) 6789 (18.6) 0.01 3 8446 (20.0) 1135 (20.2) 7311 (20.0) 0.0 4 8899 (21.1) 1173 (20.8) 7726 (21.1) 0.01 5 (highest) 10 510 (24.9) 1282 (22.8) 9228 (25.2) 0.06 Comorbidities Asthma 1483 (3.5) 252 (4.5) 1231 (3.4) 0.06 Coronary artery disease 1358 (3.2) 220 (3.9) 1138 (3.1) 0.05 Congestive heart failure 1773 (4.2) 305 (5.4) 1468 (4.0) 0.07 Chronic obstructive pulmonary disease 7304 (17.3) 1186 (21.0) 6118 (16.7) 0.11 Counselled about smoking cessation 2560 (6.1) 351 (6.2) 2209 (6.0) 0.01 Diabetes 8396 (19.9) 1219 (21.6) 7177 (19.6) 0.05 Complicated diabetes 1553 (3.7) 261 (4.6) 1292 (3.5) 0.06 Hypertension 26 723 (63.2) 3768 (66.8) 22 955 (62.7) 0.09 Frailty 2077 (4.9) 309 (5.5) 1768 (4.8) 0.03 Body mass index > 40 2462 (5.8) 391 (6.9) 2071 (5.7) 0.05 Charlson Comorbidity Index score 0 32 511 (76.9) 4196 (74.4) 28 315 (77.3) 0.07 1 6141 (14.5) 832 (14.8) 5309 (14.5) 0.01 2 2344 (5.5) 403 (7.1) 1941 (5.3) 0.08 ≥ 3 1277 (3.0) 209 (3.7) 1068 (2.9) 0.04 Admission characteristics Hospital volume, median (IQR) 277 (195–515) 274 (193–510) 278 (195–516) 0.02 Surgeon volume, median (IQR) 69 (47–105) 70 (46–104) 69 (47–105) 0.01 General anesthesia 7649 (18.1) 1024 (18.2) 6625 (18.1) 0.00 Change in annual health care costs, 2013 dollars, median (IQR) −733 (−2228 to 2866) 501 (−1587 to 8417) −865 (−2292 to 2071) 0.35 Readmission within 30 d 130 (0.3) 58 (1.0) 72 (0.2) 0.11 Characteristic No. (%) of patients* Standardized difference All patients
n = 70 725Emergency department visit
n = 11 224No emergency department visit
n = 59 501Age, yr, median (IQR) 67 (61–74) 68 (61–75) 67 (61–74) 0.09 Sex Female 43 915 (62.1) 6543 (58.3) 37 372 (62.8) 0.09 Male 26 810 (37.9) 4681 (41.7) 22 129 (37.2) 0.09 Rural residence 11 505 (16.3) 2563 (22.8) 8942 (15.0) 0.20 Ethnic concentration quintile†‡ 1 (lowest) 17 345 (24.7) 3331 (30.0) 14 014 (23.7) 0.14 2 15 976 (22.7) 2561 (23.1) 13 415 (22.7) 0.01 3 13 634 (19.4) 2036 (18.3) 11 598 (19.6) 0.03 4 11 789 (16.8) 1616 (14.5) 10 173 (17.2) 0.07 5 (highest) 11 559 (16.4) 1564 (14.1) 9995 (16.9) 0.08 Instability quintile†‡ 1 (lowest) 12 143 (17.3) 1700 (15.3) 10 443 (17.6) 0.06 2 14 062 (20.0) 2149 (19.3) 11 913 (20.1) 0.02 3 14 783 (21.0) 2372 (21.4) 12 411 (21.0) 0.01 4 14 605 (20.8) 2526 (22.7) 12 079 (20.4) 0.06 5 (highest) 14 710 (20.9) 2361 (21.3) 12 349 (20.9) 0.01 Dependency quintile†‡ Lowest 10 123 (14.4) 1407 (12.7) 8716 (14.7) 0.06 2 11 831 (16.8) 1702 (15.3) 10 129 (17.1) 0.05 3 13 216 (18.8) 1975 (17.8) 11 241 (19.0) 0.03 4 14 776 (21.0) 2466 (22.2) 12 310 (20.8) 0.03 5 (highest) 20 357 (29.0) 3558 (32.0) 16 799 (28.4) 0.08 Deprivation quintile†‡ 1 (lowest) 14 270 (20.3) 2118 (19.1) 12 152 (20.5) 0.04 2 14 722 (20.9) 2187 (19.7) 12 535 (21.2) 0.04 3 14 300 (20.3) 2339 (21.1) 11 961 (20.2) 0.02 4 14 267 (20.3) 2328 (21.0) 11 939 (20.2) 0.02 5 (highest) 12 744 (18.1) 2136 (19.2) 10 608 (17.9) 0.03 Income quintile‡ 1 (lowest) 12 129 (17.2) 2152 (19.2) 9977 (16.8) 0.06 2 14 566 (20.6) 2359 (21.1) 12 207 (20.6) 0.01 3 14 652 (20.8) 2221 (19.8) 12 431 (20.9) 0.03 4 14 458 (20.5) 2235 (20.0) 12 223 (20.6) 0.02 5 (highest) 14 773 (20.9) 2235 (20.0) 12 538 (21.1) 0.03 Comorbidities Asthma 3268 (4.6) 630 (5.6) 2638 (4.4) 0.05 Coronary artery disease 2186 (3.1) 425 (3.8) 1761 (3.0) 0.05 Congestive heart failure 3271 (4.6) 701 (6.2) 2570 (4.3) 0.09 Chronic obstructive pulmonary disease 13 148 (18.6) 2521 (22.5) 10 627 (17.9) 0.11 Counselled about smoking cessation 3352 (4.7) 595 (5.3) 2757 (4.6) 0.03 Diabetes 20 508 (29.0) 3409 (30.4) 17 099 (28.7) 0.04 Complicated diabetes 3650 (5.2) 743 (6.6) 2907 (4.9) 0.07 Hypertension 51 267 (72.5) 8358 (74.5) 42 909 (72.1) 0.05 Frailty 3407 (4.8) 635 (5.7) 2772 (4.7) 0.05 Charlson Comorbidity Index score 0 50 204 (71.0) 7596 (67.7) 42 608 (71.6) 0.09 1 13 274 (18.8) 2252 (20.1) 11 022 (18.5) 0.04 2 4799 (6.8) 863 (7.7) 3936 (6.6) 0.04 ≥ 3 2448 (3.5) 513 (4.6) 1935 (3.2) 0.07 Admission characteristics Hospital volume, median (IQR) 429 (315–607) 427 (311–597) 429 (315–609) 0.04 Surgeon volume, median (IQR) 104 (72–138) 104 (71–137) 104 (72–138) 0.01 General anesthesia 11 470 (16.2) 1859 (16.6) 9611 (16.2) 0.01 Change in annual health care costs, 2013 dollars, median (IQR) −586 (−2356 to 5248) 682 (−1673 to 8227) −771 (−2449 to 4330) 0.30 Readmission within 30 d 156 (0.2) 70 (0.6) 86 (0.1) 0.08 Diagnosis No. (%) of patients Total hip arthroplasty
n = 5640Total knee arthroplasty
n = 11 224Wound issue 1614 (28.6) 2617 (23.3) Concern about infection 776 (13.8) 2316 (20.6) Acute pain 906 (16.1) 1777 (15.8) Cardiovascular diagnosis 501 (8.9) 1118 (10.0) Gastrointestinal diagnosis 487 (8.6) 1131 (10.1) Possible thrombophlebitis 402 (7.1) 623 (5.6) Family-practice–sensitive condition 308 (5.5) 578 (5.1) Genitourinary disorder 277 (4.9) 418 (3.7) Preexisting medical issue 191 (3.4) 197 (1.8) Reaction to medications 62 (1.1) 134 (1.2) Miscellaneous 116 (2.0) 315 (2.8) - Table 4:
Multivariable models predicting all-cause emergency department visit within 30 days of surgery
Variable Adjusted OR (95% CI) Total hip arthroplasty recipients Age, yr < 50 v. 50–70 1.11 (0.99–1.25) > 70 v. 50–70 1.33 (1.25–1.41) Male sex 1.17 (1.11–1.24) Chronic obstructive pulmonary disease 1.28 (1.20–1.38) Obesity 1.30 (1.16–1.46) Hypertension 1.12 (1.05–1.19) Rural residence 1.48 (1.38–1.59) C-statistic: 0.571 Total knee arthroplasty recipients Age, yr < 50 v. 50–70 1.28 (1.15–1.44) > 70 v. 50–70 1.24 (1.19–1.29) Male sex 1.18 (1.13–1.23) Chronic obstructive pulmonary disease 1.26 (1.19–1.32) Congestive heart failure 1.28 (1.17–1.39) Asthma 1.25 (1.14–1.37) Diabetes (complicated) 1.21 (1.11–1.32) Low income 1.13 (1.07–1.19) Rural residence 1.64 (1.56–1.72) C-statistic: 0.578 Note: CI = confidence interval, OR = odds ratio.