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Research

Factors associated with emergency department presentation after total joint arthroplasty: a population-based retrospective cohort study

Bheeshma Ravi, Timothy Leroux, Peter C. Austin, J. Michael Paterson, Suriya Aktar and Donald A. Redelmeier
January 28, 2020 8 (1) E26-E33; DOI: https://doi.org/10.9778/cmajo.20190116
Bheeshma Ravi
Division of Orthopaedic Surgery (Ravi), Department of Surgery and Department of Medicine (Redelmeier), University of Toronto; Division of Orthopaedic Surgery (Ravi), Sunnybrook Health Sciences Centre; ICES (Ravi, Austin, Paterson, Aktar, Redelmeier); Division of Orthopaedic Surgery (Leroux), Toronto Western Hospital; Evaluative Clinical Sciences (Austin, Redelmeier), Sunnybrook Research Institute, Toronto, Ont.
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Timothy Leroux
Division of Orthopaedic Surgery (Ravi), Department of Surgery and Department of Medicine (Redelmeier), University of Toronto; Division of Orthopaedic Surgery (Ravi), Sunnybrook Health Sciences Centre; ICES (Ravi, Austin, Paterson, Aktar, Redelmeier); Division of Orthopaedic Surgery (Leroux), Toronto Western Hospital; Evaluative Clinical Sciences (Austin, Redelmeier), Sunnybrook Research Institute, Toronto, Ont.
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Peter C. Austin
Division of Orthopaedic Surgery (Ravi), Department of Surgery and Department of Medicine (Redelmeier), University of Toronto; Division of Orthopaedic Surgery (Ravi), Sunnybrook Health Sciences Centre; ICES (Ravi, Austin, Paterson, Aktar, Redelmeier); Division of Orthopaedic Surgery (Leroux), Toronto Western Hospital; Evaluative Clinical Sciences (Austin, Redelmeier), Sunnybrook Research Institute, Toronto, Ont.
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J. Michael Paterson
Division of Orthopaedic Surgery (Ravi), Department of Surgery and Department of Medicine (Redelmeier), University of Toronto; Division of Orthopaedic Surgery (Ravi), Sunnybrook Health Sciences Centre; ICES (Ravi, Austin, Paterson, Aktar, Redelmeier); Division of Orthopaedic Surgery (Leroux), Toronto Western Hospital; Evaluative Clinical Sciences (Austin, Redelmeier), Sunnybrook Research Institute, Toronto, Ont.
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Suriya Aktar
Division of Orthopaedic Surgery (Ravi), Department of Surgery and Department of Medicine (Redelmeier), University of Toronto; Division of Orthopaedic Surgery (Ravi), Sunnybrook Health Sciences Centre; ICES (Ravi, Austin, Paterson, Aktar, Redelmeier); Division of Orthopaedic Surgery (Leroux), Toronto Western Hospital; Evaluative Clinical Sciences (Austin, Redelmeier), Sunnybrook Research Institute, Toronto, Ont.
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Donald A. Redelmeier
Division of Orthopaedic Surgery (Ravi), Department of Surgery and Department of Medicine (Redelmeier), University of Toronto; Division of Orthopaedic Surgery (Ravi), Sunnybrook Health Sciences Centre; ICES (Ravi, Austin, Paterson, Aktar, Redelmeier); Division of Orthopaedic Surgery (Leroux), Toronto Western Hospital; Evaluative Clinical Sciences (Austin, Redelmeier), Sunnybrook Research Institute, Toronto, Ont.
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Article Figures & Tables

Tables

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    Table 1:

    Characteristics of eligible total hip arthroplasty recipients

    CharacteristicNo. (%) of patients*Standardized difference
    All patients
    n = 42 273
    Emergency department visit
    n = 5640
    No emergency department visit
    n = 36 633
    Age, yr, median (IQR)67 (59–74)68 (60–76)67 (59–74)0.12
    Sex
     Female22 758 (53.8)2881 (51.1)19 877 (54.3)0.06
     Male19 515 (46.2)2759 (48.9)16 756 (45.7)0.06
    Rural residence6956 (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
     29968 (23.7)1324 (23.7)8644 (23.7)0.0
     38988 (21.4)1087 (19.4)7901 (21.7)0.06
     47524 (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
     28589 (20.4)1063 (19.0)7526 (20.6)0.04
     39031 (21.5)1223 (21.9)7808 (21.4)0.01
     48673 (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
     27018 (16.7)890 (15.9)6128 (16.8)0.02
     37945 (18.9)977 (17.5)6968 (19.1)0.04
     48714 (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
     29217 (21.9)1203 (21.5)8014 (22.0)0.01
     38375 (19.9)1151 (20.6)7224 (19.8)0.02
     47845 (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
     27861 (18.6)1072 (19.1)6789 (18.6)0.01
     38446 (20.0)1135 (20.2)7311 (20.0)0.0
     48899 (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
     Asthma1483 (3.5)252 (4.5)1231 (3.4)0.06
     Coronary artery disease1358 (3.2)220 (3.9)1138 (3.1)0.05
     Congestive heart failure1773 (4.2)305 (5.4)1468 (4.0)0.07
     Chronic obstructive pulmonary disease7304 (17.3)1186 (21.0)6118 (16.7)0.11
     Counselled about smoking cessation2560 (6.1)351 (6.2)2209 (6.0)0.01
     Diabetes8396 (19.9)1219 (21.6)7177 (19.6)0.05
     Complicated diabetes1553 (3.7)261 (4.6)1292 (3.5)0.06
     Hypertension26 723 (63.2)3768 (66.8)22 955 (62.7)0.09
     Frailty2077 (4.9)309 (5.5)1768 (4.8)0.03
     Body mass index > 402462 (5.8)391 (6.9)2071 (5.7)0.05
    Charlson Comorbidity Index score
     032 511 (76.9)4196 (74.4)28 315 (77.3)0.07
     16141 (14.5)832 (14.8)5309 (14.5)0.01
     22344 (5.5)403 (7.1)1941 (5.3)0.08
     ≥ 31277 (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 anesthesia7649 (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 d130 (0.3)58 (1.0)72 (0.2)0.11
    • Note: IQR = interquartile range.

    • ↵* Except where noted otherwise.

    • ↵† Ontario Marginalization Index.

    • ↵‡ Data not available for all patients.

    • View popup
    Table 2:

    Characteristics of eligible total knee arthroplasty recipients

    CharacteristicNo. (%) of patients*Standardized difference
    All patients
    n = 70 725
    Emergency department visit
    n = 11 224
    No emergency department visit
    n = 59 501
    Age, yr, median (IQR)67 (61–74)68 (61–75)67 (61–74)0.09
    Sex
     Female43 915 (62.1)6543 (58.3)37 372 (62.8)0.09
     Male26 810 (37.9)4681 (41.7)22 129 (37.2)0.09
    Rural residence11 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
     215 976 (22.7)2561 (23.1)13 415 (22.7)0.01
     313 634 (19.4)2036 (18.3)11 598 (19.6)0.03
     411 789 (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
     214 062 (20.0)2149 (19.3)11 913 (20.1)0.02
     314 783 (21.0)2372 (21.4)12 411 (21.0)0.01
     414 605 (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†‡
     Lowest10 123 (14.4)1407 (12.7)8716 (14.7)0.06
     211 831 (16.8)1702 (15.3)10 129 (17.1)0.05
     313 216 (18.8)1975 (17.8)11 241 (19.0)0.03
     414 776 (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
     214 722 (20.9)2187 (19.7)12 535 (21.2)0.04
     314 300 (20.3)2339 (21.1)11 961 (20.2)0.02
     414 267 (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
     214 566 (20.6)2359 (21.1)12 207 (20.6)0.01
     314 652 (20.8)2221 (19.8)12 431 (20.9)0.03
     414 458 (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
     Asthma3268 (4.6)630 (5.6)2638 (4.4)0.05
     Coronary artery disease2186 (3.1)425 (3.8)1761 (3.0)0.05
     Congestive heart failure3271 (4.6)701 (6.2)2570 (4.3)0.09
     Chronic obstructive pulmonary disease13 148 (18.6)2521 (22.5)10 627 (17.9)0.11
     Counselled about smoking cessation3352 (4.7)595 (5.3)2757 (4.6)0.03
     Diabetes20 508 (29.0)3409 (30.4)17 099 (28.7)0.04
     Complicated diabetes3650 (5.2)743 (6.6)2907 (4.9)0.07
     Hypertension51 267 (72.5)8358 (74.5)42 909 (72.1)0.05
     Frailty3407 (4.8)635 (5.7)2772 (4.7)0.05
    Charlson Comorbidity Index score
     050 204 (71.0)7596 (67.7)42 608 (71.6)0.09
     113 274 (18.8)2252 (20.1)11 022 (18.5)0.04
     24799 (6.8)863 (7.7)3936 (6.6)0.04
     ≥ 32448 (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 anesthesia11 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 d156 (0.2)70 (0.6)86 (0.1)0.08
    • Note: IQR = interquartile range.

    • ↵* Except where noted otherwise.

    • ↵† Ontario Marginalization Index.

    • ↵‡ Data not available for all patients.

    • View popup
    Table 3:

    Reasons for emergency department visit within 30 days of surgery

    DiagnosisNo. (%) of patients
    Total hip arthroplasty
    n = 5640
    Total knee arthroplasty
    n = 11 224
    Wound issue1614 (28.6)2617 (23.3)
    Concern about infection776 (13.8)2316 (20.6)
    Acute pain906 (16.1)1777 (15.8)
    Cardiovascular diagnosis501 (8.9)1118 (10.0)
    Gastrointestinal diagnosis487 (8.6)1131 (10.1)
    Possible thrombophlebitis402 (7.1)623 (5.6)
    Family-practice–sensitive condition308 (5.5)578 (5.1)
    Genitourinary disorder277 (4.9)418 (3.7)
    Preexisting medical issue191 (3.4)197 (1.8)
    Reaction to medications62 (1.1)134 (1.2)
    Miscellaneous116 (2.0)315 (2.8)
    • View popup
    Table 4:

    Multivariable models predicting all-cause emergency department visit within 30 days of surgery

    VariableAdjusted OR (95% CI)
    Total hip arthroplasty recipients
    Age, yr
     < 50 v. 50–701.11 (0.99–1.25)
     > 70 v. 50–701.33 (1.25–1.41)
    Male sex1.17 (1.11–1.24)
    Chronic obstructive pulmonary disease1.28 (1.20–1.38)
    Obesity1.30 (1.16–1.46)
    Hypertension1.12 (1.05–1.19)
    Rural residence1.48 (1.38–1.59)
    C-statistic: 0.571
    Total knee arthroplasty recipients
    Age, yr
     < 50 v. 50–701.28 (1.15–1.44)
     > 70 v. 50–701.24 (1.19–1.29)
    Male sex1.18 (1.13–1.23)
    Chronic obstructive pulmonary disease1.26 (1.19–1.32)
    Congestive heart failure1.28 (1.17–1.39)
    Asthma1.25 (1.14–1.37)
    Diabetes (complicated)1.21 (1.11–1.32)
    Low income1.13 (1.07–1.19)
    Rural residence1.64 (1.56–1.72)
    C-statistic: 0.578
    • Note: CI = confidence interval, OR = odds ratio.

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Factors associated with emergency department presentation after total joint arthroplasty: a population-based retrospective cohort study
Bheeshma Ravi, Timothy Leroux, Peter C. Austin, J. Michael Paterson, Suriya Aktar, Donald A. Redelmeier
Jan 2020, 8 (1) E26-E33; DOI: 10.9778/cmajo.20190116

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Factors associated with emergency department presentation after total joint arthroplasty: a population-based retrospective cohort study
Bheeshma Ravi, Timothy Leroux, Peter C. Austin, J. Michael Paterson, Suriya Aktar, Donald A. Redelmeier
Jan 2020, 8 (1) E26-E33; DOI: 10.9778/cmajo.20190116
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