Introduction
Methods
Study design and setting
Participants/Study subjects
Variables, outcome measures and data sources
Statistical analysis
Results
Demographics
Parameter | Total (n = 6760) | High-volume (n = 3327) | Low-volume (n = 3433) | p value | |||
---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||
Age (years) | |||||||
Mean ± SD | 49 ± 18 | 48 ± 18 | 50 ± 18 | < 0.001 | |||
Gender | |||||||
Male | 3392 | 50 | 1744 | 52 | 1648 | 48 | < 0.001 |
Female | 3368 | 50 | 1583 | 48 | 1785 | 52 | |
ASA | |||||||
I | 3767 | 56 | 1813 | 54 | 1954 | 57 | < 0.001 |
II | 2640 | 39 | 1377 | 41 | 1263 | 37 | |
III | 312 | 4.6 | 135 | 4.1 | 177 | 5.2 | |
IV | 22 | 0.33 | 2 | 0.060 | 20 | 0.58 | |
V | 19 | 0.28 | 0 | 0 | 19 | 0.55 | |
Comorbidity | |||||||
Yes | 1511 | 22 | 865 | 26 | 646 | 19 | < 0.001 |
Admission type | |||||||
Emergency | 5676 | 84 | 2776 | 83 | 2900 | 84 | n.s |
Registered, planned | 1084 | 16 | 551 | 17 | 533 | 16 | |
Insurance | |||||||
Statutory | 4949 | 73 | 2349 | 71 | 2600 | 76 | < 0.001 |
Private | 1811 | 27 | 978 | 29 | 833 | 24 | |
Open fracture | |||||||
Yes | 21 | 0.31 | 16 | 0.48 | 5 | 0.15 | 0.013 |
Length of stay (days) | |||||||
Mean ± SD | 6.7 ± 4.9 | 7.2 ± 5.0 | 6.3 ± 4.8 | < 0.001 | |||
Length of stay preoperative (days) | |||||||
Mean ± SD | 1.8 ± 2.3 | 2.2 ± 2.4 | 1.5 ± 2.2 | < 0.001 | |||
Length of stay postoperative (days) | |||||||
Mean ± SD | 4.9 ± 4.0 | 5.1 ± 4.1 | 4.8 ± 4.0 | < 0.001 | |||
Duration ICU (hours) | |||||||
Mean ± SD | 0.15 ± 3.6 | 0.078 ± 1.6 | 0.22 ± 4.7 | n.s | |||
Complications | |||||||
Yes | 171 | 2.5 | 105 | 3.2 | 66 | 1.9 | 0.001 |
Discharge | |||||||
Deceased | 15 | 0.22 | 5 | 0.15 | 10 | 0.29 | n.s |
At home | 6248 | 92 | 3091 | 93 | 3157 | 92 | |
Nursing home | 51 | 0.75 | 18 | 0.54 | 33 | 0.96 | |
Old people’s home | 49 | 0.72 | 19 | 0.57 | 30 | 0.87 | |
Rehabilitation clinic | 185 | 2.7 | 82 | 2.5 | 103 | 3.0 | |
Other | 212 | 3.1 | 112 | 3.4 | 100 | 2.9 |
Treatment
Parameter | Total (n = 6760) | High-volume (n = 3327) | Low-volume (n = 3433) | p value | |||
---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||
Surgeon class | |||||||
Senior attending | 2603 | 39 | 983 | 30 | 1620 | 47 | < 0.001 |
Junior attending | 2413 | 36 | 1345 | 40 | 1068 | 31 | |
Resident | 1744 | 26 | 999 | 30 | 745 | 22 | |
Type of surgery | |||||||
ORIF | 6523 | 96 | 3146 | 95 | 3377 | 98 | < 0.001 |
External fixator | 101 | 1.5 | 82 | 2.5 | 19 | 0.55 | |
Suture capsule or ligament | 51 | 0.75 | 43 | 1.3 | 8 | 0.23 | |
Hardware removal | 32 | 0.47 | 21 | 0.63 | 11 | 0.32 | |
CR | 34 | 0.50 | 24 | 0.72 | 10 | 0.29 | |
CRIF | 17 | 0.25 | 11 | 0.33 | 6 | 0.17 | |
Other reconstruction of the ankle joint | 2 | 0.030 | 0 | 0 | 2 | 0.058 | |
Duration surgery (minutes) | |||||||
Mean ± SD | 63 ± 30 | 65 ± 32 | 61 ± 28 | < 0.001 | |||
Teaching | |||||||
Yes | 1897 | 28 | 996 | 30 | 901 | 26 | < 0.001 |
Antibiotics | |||||||
No antibiotics | 761 | 11 | 177 | 5.3 | 584 | 17 | < 0.001 |
Prophylactic antibiotics (before start) | 5841 | 86 | 3054 | 92 | 2787 | 81 | |
Prophylactic antibiotics (after start) | 106 | 1.6 | 60 | 1.8 | 46 | 1.3 |
Outcome
Sig | OR | 95% C.I. for OR | ||
---|---|---|---|---|
Lower | Upper | |||
Age | < 0.001 | 1.021 | 1.011 | 1.031 |
ASA II (vs. I) | 0.963 | 0.992 | 0.699 | 1.408 |
ASA III (vs. I) | 0.021 | 1.953 | 1.108 | 3.444 |
ASA IV (vs. I) | 0.039 | 5.144 | 1.082 | 24.447 |
Junior attending (vs. senior attending) | 0.019 | 1.544 | 1.073 | 2.220 |
Resident (vs. senior attending) | 0.850 | 0.959 | 0.620 | 1.483 |
Duration surgery | < 0.001 | 1.010 | 1.006 | 1.014 |
Prophylactic antibiotics (before start) (vs. no antibiotics) | 0.856 | 1.054 | 0.597 | 1.861 |
Prophylactic antibiotics (after start) (vs. no antibiotics) | 0.919 | 1.069 | 0.297 | 3.855 |
Antibiotic therapy (vs. no antibiotics) | 0.003 | 4.524 | 1.677 | 12.203 |
High-volume hospital (vs. low-volume) | 0.006 | 1.579 | 1.141 | 2.184 |
Teaching
Parameter | Total (n = 6760) | Teaching NO (n = 2112) | Teaching YES (n = 1897) | p value | |||
---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||
Age (years) | |||||||
Mean ± SD | 49 ± 18 | 50 ± 18 | 48 ± 18 | < 0.001 | |||
Gender | |||||||
Male | 3392 | 50 | 1034 | 49 | 1013 | 53 | 0.005 |
Female | 3368 | 50 | 1078 | 51 | 884 | 47 | |
ASA | |||||||
I | 3767 | 56 | 1121 | 53 | 1078 | 57 | 0.008 |
II | 2640 | 39 | 910 | 43 | 722 | 38 | |
III | 312 | 4.6 | 79 | 3.7 | 95 | 5.0 | |
IV | 22 | 0.33 | 2 | 0.095 | 1 | 0.053 | |
V | 19 | 0.28 | 0 | 0 | 1 | 0.053 | |
Comorbidity | |||||||
Yes | 1511 | 22 | 503 | 24 | 408 | 22 | n.s |
Admission type | |||||||
Emergency | 5676 | 84 | 1724 | 82 | 1579 | 83 | n.s |
Registered, planned | 1084 | 16 | 388 | 18 | 318 | 17 | |
Insurance | |||||||
Statutory | 4949 | 73 | 1340 | 63 | 1659 | 88 | < 0.001 |
Private | 1811 | 27 | 772 | 37 | 238 | 13 | |
Length of stay (days) | |||||||
Mean ± SD | 6.7 ± 4.9 | 6.2 ± 4.7 | 6.9 ± 5.0 | < 0.001 | |||
Length of stay preoperative (days) | |||||||
Mean ± SD | 1.8 ± 2.3 | 1.7 ± 2.3 | 2.0 ± 2.3 | < 0.001 | |||
Length of stay postoperative (days) | |||||||
Mean ± SD | 4.9 ± 4.0 | 4.6 ± 3.8 | 4.9 ± 4.0 | < 0.001 | |||
Duration ICU (hours) | |||||||
Mean ± SD | 0.15 ± 3.6 | 0.055 ± 1.1 | 0.067 ± 1.1 | n.s | |||
Complications | |||||||
Yes | 171 | 2.5 | 62 | 2.9 | 54 | 2.8 | n.s |
Discharge | |||||||
Deceased | 15 | 0.22 | 1 | 0.047 | 3 | 0.16 | n.s |
Duration surgery (minutes) | |||||||
Mean ± SD | 63 ± 30 | 59 ± 30 | 68 ± 29 | < 0.001 |
Subgroup analysis
Parameter | Total (n = 6760) | 10% High-volume (n = 704) | 10% Low-volume (n = 667) | p value | |||
---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||
Age (years) | |||||||
Mean ± SD | 49 ± 18 | 50 ± 18 | 49 ± 18 | 0.04 | |||
Gender | |||||||
Male | 3392 | 50 | 392 | 56 | 317 | 48 | 0.003 |
Female | 3368 | 50 | 312 | 44 | 350 | 53 | |
ASA | |||||||
I | 3767 | 56 | 440 | 63 | 414 | 62 | n.s |
II | 2640 | 39 | 235 | 33 | 222 | 33 | |
III | 312 | 4.6 | 29 | 4.1 | 30 | 4.5 | |
IV | 22 | 0.33 | 0 | 0 | 1 | 0.15 | |
V | 19 | 0.28 | 0 | 0 | 0 | 0 | |
Comorbidity | |||||||
Yes | 1511 | 22 | 233 | 33 | 132 | 20 | 0.002 |
Admission type | |||||||
Emergency | 5676 | 84 | 538 | 76 | 568 | 85 | < 0.001 |
Registered, planned | 1084 | 16 | 166 | 24 | 99 | 15 | |
Insurance | |||||||
Statutory | 4949 | 73 | 516 | 73 | 536 | 80 | 0.002 |
Private | 1811 | 27 | 188 | 27 | 131 | 20 | |
Open fracture | |||||||
Yes | 21 | 0.31 | 7 | 0.13 | 2 | 0.30 | 0.01 |
Length of stay (days) | |||||||
Mean ± SD | 6.7 ± 4.9 | 7.3 ± 4.2 | 6.8 ± 4.9 | 0.048 | |||
Length of stay preoperative (days) | |||||||
Mean ± SD | 1.8 ± 2.3 | 2.4 ± 2.4 | 1.4 ± 2.2 | < 0.001 | |||
Length of stay postoperative (days) | |||||||
Mean ± SD | 4.9 ± 4.0 | 4.9 ± 3.3 | 5.4 ± 4.3 | 0.027 | |||
Duration ICU (hours) | |||||||
Mean ± SD | 0.15 ± 3.6 | 0 ± 0 | 0.0090 ± 0.094 | 0.012 | |||
Complications | |||||||
Yes | 171 | 2.5 | 24 | 3.4 | 10 | 1.5 | 0.023 |
Discharge | |||||||
Deceased | 15 | 0.22 | 0 | 0 | 1 | 0.15 | < 0.001 |
At home | 6248 | 92 | 603 | 86 | 618 | 93 | |
Nursing home | 51 | 0.75 | 7 | 0.99 | 2 | 0.30 | |
Old people’s home | 49 | 0.72 | 1 | 0.14 | 5 | 0.75 | |
Rehabilitation clinic | 185 | 2.7 | 21 | 3.0 | 14 | 2.1 | |
Other | 212 | 3.1 | 72 | 10 | 27 | 4.0 |
Parameter | Total (n = 6760) | 10% high-volume (n = 704) | 10% low-volume (n = 667) | p value | |||
---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||
Surgeon class | |||||||
Senior attending | 2603 | 39 | 164 | 23 | 308 | 46 | < 0.001 |
Junior attending | 2413 | 36 | 315 | 45 | 204 | 31 | |
Resident | 1744 | 26 | 225 | 32 | 155 | 23 | |
Type of surgery | |||||||
ORIF | 6523 | 96 | 635 | 90 | 656 | 98 | < 0.001 |
External fixator | 101 | 1.5 | 42 | 6.0 | 1 | 0.15 | |
Suture capsule or ligament | 51 | 0.75 | 5 | 0.71 | 6 | 0.90 | |
Hardware removal | 32 | 0.47 | 9 | 1.3 | 1 | 0.15 | |
CR | 34 | 0.50 | 6 | 0.85 | 1 | 0.15 | |
CRIF | 17 | 0.25 | 7 | 0.99 | 2 | 0.30 | |
Other reconstruction of the ankle joint | 2 | 0.030 | 0 | 0 | 0 | 0 | |
Duration surgery (minutes) | |||||||
Mean ± SD | 63 ± 30 | 76 ± 37 | 66 ± 31 | < 0.001 | |||
Teaching | |||||||
Yes | 1897 | 28 | 305 | 43 | 167 | 25 | < 0.001 |
Antibiotics | |||||||
No antibiotics | 761 | 11 | 14 | 2.0 | 119 | 18 | < 0.001 |
Prophylactic antibiotics (before start) | 5841 | 86 | 681 | 97 | 533 | 80 | |
Prophylactic antibiotics (after start) | 106 | 1.6 | 1 | 0 | 11 | 1.6 |