| Literature DB >> 32964747 |
Nathan J Lee1, Michael Fields1, Venkat Boddapati1, Justin Mathew1, Daniel Hong1, Zeeshan M Sardar1, Paulo R Selber1, Benjamin Roye1, Michael G Vitale1, Lawrence G Lenke1.
Abstract
STUDYEntities:
Keywords: complications; national readmission database; neuromuscular scoliosis; pediatric cerebral palsy; readmissions; spinal fusion; total hospital costs
Year: 2020 PMID: 32964747 PMCID: PMC9109575 DOI: 10.1177/2192568220960075
Source DB: PubMed Journal: Global Spine J ISSN: 2192-5682
Figure 1.Selection criteria of the study’s patient population.
Patient, Surgical, and Hospital Factors (2012-2017).
| All | Index admission without 90-day readmission | Index admission with 90-day readmission | |||||
|---|---|---|---|---|---|---|---|
| N | % | N | % | N | % | ||
| Total | 2856 | 100% | 2353 | 82.4% | 503 | 17.6% | |
| Age, years (mean ± standard deviation) | 12.8 ± 2.9 | 12.8 ± 2.9 | 12.9 ± 3.0 | .583 | |||
| Female | 1411 | 49.4% | 1191 | 50.6% | 220 | 43.7% |
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| Comorbidities | |||||||
| Congestive heart failure | 5 | 0.2% | 5 | 0.2% | 0 | 0.0% | .301 |
| Valvular disorder/disease | 25 | 0.9% | 25 | 1.1% | 0 | 0.0% |
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| Hypertension | 86 | 3.0% | 79 | 3.4% | 7 | 1.4% |
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| Pulmonary disease | 616 | 21.6% | 473 | 20.1% | 143 | 28.4% |
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| Pulmonary circulation disorder | 4 | 0.1% | 0 | 0.0% | 4 | 0.8% |
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| Renal failure | 13 | 0.5% | 9 | 0.4% | 4 | 0.8% | .245 |
| Liver disease | 14 | 0.5% | 12 | 0.5% | 2 | 0.4% | .954 |
| Anemia deficiency | 307 | 10.7% | 267 | 11.3% | 40 | 8.0% |
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| Coagulation deficiency | 273 | 9.6% | 239 | 10.2% | 34 | 6.8% |
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| Diabetes | 7 | 0.2% | 4 | 0.2% | 3 | 0.6% | .104 |
| Hypothyroidism | 45 | 1.6% | 34 | 1.4% | 11 | 2.2% | .301 |
| Electrolyte disorder | 566 | 19.8% | 464 | 19.7% | 102 | 20.3% | .804 |
| Obese | 25 | 0.9% | 13 | 0.6% | 12 | 2.4% |
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| Cachexia | 4 | 0.1% | 2 | 0.1% | 2 | 0.4% |
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| Depression | 5 | 0.2% | 5 | 0.2% | 0 | 0.0% | .285 |
| Insurance | |||||||
| Private | 1181 | 41.4% | 991 | 42.1% | 190 | 37.8% |
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| Medicaid | 1514 | 53.0% | 1251 | 53.2% | 263 | 52.3% | |
| Other | 161 | 5.6% | 111 | 4.7% | 50 | 9.9% | |
| Income percentile | |||||||
| <25 | 724 | 25.4% | 586 | 24.9% | 138 | 27.4% | .345 |
| 25 to 50 | 814 | 28.5% | 673 | 28.6% | 141 | 28.0% | |
| 51 to 75 | 677 | 23.7% | 568 | 24.1% | 109 | 21.7% | |
| 76 to 100 | 641 | 22.4% | 526 | 22.4% | 115 | 22.9% | |
| Surgical factors | |||||||
| Long-segment fusiona | 2275 | 79.7% | 1890 | 80.3% | 385 | 76.5% | .055 |
| Surgical approach | |||||||
| Anterior | 8 | 0.3% | 6 | 0.3% | 2 | 0.4% | 0.323 |
| Posterior | 2771 | 97.0% | 2288 | 97.2% | 483 | 96.0% | |
| Combined | 77 | 2.7% | 59 | 2.5% | 18 | 3.6% | |
| Hospital ownership | |||||||
| Private, not-profit | 2388 | 83.6% | 1929 | 82.0% | 459 | 91.3% |
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| Private, for-profit | 19 | 0.7% | 19 | 0.8% | 0 | 0.0% | |
| Government, nonfederal | 449 | 15.7% | 405 | 17.2% | 44 | 8.7% | |
| Hospital teaching status | |||||||
| Metropolitan, non-teaching | 82 | 2.9% | 50 | 2.1% | 32 | 6.4% |
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| Metropolitan, teaching | 2758 | 96.6% | 2290 | 97.3% | 468 | 93.0% | |
| Non-metropolitan | 16 | 0.6% | 13 | 0.6% | 3 | 0.6% | |
a>8 fusion levels (2012-2015); ≥8 fusion levels (2016-2017).
Bold and italicized numbers refer to those which are statistically significant, p-values < 0.05.
Inpatient Complications, Disposition, and Cost for Index Admissions.
| All | Index admission without readmission | Index admission with readmission | LOS ≤8 days (75th percentile) | LOS >8 days (75th percentile) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Length of Stay, days (mean ± SD) | 7.7 ± 7.6 | 7.6 ± 7.6 | 8.2 ± 7.5 | .115 | 5.2 ± 1.7 | 16.3 ± 12.3 |
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| Inpatient complications (patients have ≥1 complication) | N | % | N | % | N | % | N | % | N | % | ||
| Mortality | 5 | 0.2% | 5 | 0.2% | 0 | 0.0% | .324 | 2 | 0.1% | 3 | 0.5% | .088 |
| Morbidity | 1528 | 53.5% | 1235 | 52.5% | 293 | 58.2% |
| 1003 | 45.4% | 525 | 81.1% |
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| Medical | 699 | 24.5% | 563 | 23.9% | 136 | 27.1% | .137 | 377 | 17.1% | 322 | 49.8% |
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| Acute respiratory failure | 326 | 11.4% | 254 | 10.8% | 72 | 14.1% |
| 156 | 7.1% | 170 | 26.2% |
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| Other respiratory issue | 176 | 6.2% | 139 | 5.9% | 37 | 7.4% | .197 | 66 | 3.0% | 110 | 17.0% |
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| Sepsis | 9 | 0.3% | 4 | 0.2% | 5 | 1.0% |
| 0 | 0.0% | 10 | 1.5% |
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| Cardiac complications | 27 | 0.9% | 12 | 0.5% | 15 | 3.0% |
| 15 | 0.7% | 12 | 1.9% |
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| Urinary tract infection | 130 | 4.6% | 107 | 4.5% | 23 | 4.6% | .954 | 69 | 3.1% | 62 | 9.6% |
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| Acute renal failure | 8 | 0.3% | 8 | 0.3% | 0 | 0.0% | .184 | 2 | 0.1% | 6 | 0.9% |
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| Paralytic ileus | 233 | 8.2% | 201 | 8.5% | 32 | 6.4% | .118 | 118 | 5.3% | 115 | 17.7% |
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| Pulmonary embolism/deep venous thrombosis | 14 | 0.5% | 10 | 0.4% | 4 | 0.8% | .375 | 4 | 0.2% | 10 | 1.5% |
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| Surgical | 1162 | 40.7% | 959 | 40.8% | 203 | 40.4% | .872 | 805 | 36.5% | 358 | 55.2% |
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| Perioperative blood transfusion | 1017 | 35.6% | 839 | 35.7% | 178 | 35.4% | .911 | 737 | 33.4% | 280 | 43.2% |
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| Wound seroma/hematoma | 89 | 3.1% | 71 | 3.0% | 18 | 3.6% | .540 | 36 | 1.6% | 53 | 8.2% |
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| Wound dehiscence | 29 | 1.0% | 15 | 0.6% | 14 | 2.8% |
| 4 | 0.2% | 25 | 3.9% |
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| Wound infection | 22 | 0.8% | 14 | 0.6% | 8 | 1.6% |
| 2 | 0.1% | 20 | 3.1% |
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| Mechanical complication | 77 | 2.7% | 72 | 3.1% | 5 | 1.0% |
| 47 | 2.1% | 30 | 4.6% |
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| Dural tear | 54 | 1.9% | 48 | 2.0% | 6 | 1.2% | .182 | 40 | 1.8% | 13 | 2.0% | .726 |
| Return to operating room during same index admission | 109 | 3.8% | 79 | 3.4% | 30 | 6.0% |
| 53 | 2.4% | 55 | 8.5% |
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| Wound drainage/debridement | 42 | 1.5% | 29 | 1.2% | 13 | 2.6% |
| 13 | 0.6% | 29 | 4.5% |
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| Removal of implants | 67 | 2.3% | 50 | 2.1% | 17 | 3.4% | .111 | 40 | 1.8% | 26 | 4.0% |
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| Disposition | ||||||||||||
| Routine | 2244 | 78.6% | 1891 | 80.4% | 353 | 70.2% |
| 1834 | 83.1% | 409 | 63.1% |
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| Home with health care services | 386 | 13.5% | 291 | 12.4% | 95 | 18.9% | 249 | 11.3% | 138 | 21.3% | ||
| Transfer to other than home | 221 | 7.7% | 166 | 7.1% | 55 | 10.9% | 123 | 5.6% | 98 | 15.1% | ||
| Death | 5 | 0.2% | 5 | 0.2% | 0 | 0.0% | 2 | 0.1% | 3 | 0.5% | ||
| LOS >8 days (75th percentile) | 648 | 22.7% | 498 | 21.2% | 150 | 29.8% |
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| Total hospital costs (mean ± SD) | $78 828 ± 59 414 | $78 812 ± 61 275 | $78 903 ± 49 267 | .975 | $68 411 ± 33 810 | $113 669 ± 99 757 |
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Abbreviation: LOS, length of stay.
Bold and italicized numbers refer to those which are statistically significant, p-values < 0.05.
Independent Risk Factors for Selected Outcomes Based on Stepwise Multivariate Logistic Regressions.
| 90-day readmission (c-stat = 0.70) | Extended LOS (>8 days) (c-stat = 0.81) | Inpatient medical complications (c-stat = 0.69) | Inpatient surgical complications (c-stat = 0.63) | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Risk factors | OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | ||||||||
| Mean age | 1.0 | 1.0 | 1.0 | .648 | 1.0 | 0.9 | 1.0 | .475 | 1.0 | 1.0 | 1.1 | .551 |
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| Female |
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| 0.8 | 0.7 | 1.1 | .122 |
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| 1.2 | 1 | 1.4 | .090 |
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| Hypertension |
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| Pulmonary disease |
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| Anemia deficiency |
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| Coagulation deficiency |
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| Obesity |
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| Cachexia |
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| Income percentile (reference: top 75th to 100th percentile) | ||||||||||||||||
| 0 to 25 | 1.2 | 0.8 | 1.7 | .698 |
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| 0.9 | 0.6 | 1.2 | .954 | 0.9 | 0.7 | 1.2 | .201 |
| 26 to 50 | 1.3 | 0.9 | 1.8 | .156 | 1.5 | 1.1 | 2.2 | .445 | 0.8 | 0.6 | 1.1 | .235 |
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| 51 to 75 | 1.1 | 0.8 | 1.6 | .670 | 1.8 | 1.3 | 2.6 | .337 | 0.8 | 0.6 | 1.1 | .678 | 0.8 | 0.6 | 1.0 | .586 |
| Medicaid insurance vs private |
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| 0.8 | 0.6 | 1.0 | .190 |
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| Government-owned hospital vs private, nonprofit | >999 | <0.01 | >999 | .949 | 0.8 | 0.2 | 3.8 | .704 | 0.5 | 0.4 | 0.7 | .976 | 1 | 0.3 | 3.1 | .931 |
| Nonteaching vs teaching hospital |
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| 2.2 | 1.1 | 4.2 | .386 | 1.2 | 0.7 | 2.4 | .667 | 0.6 | 0.4 | 1.1 | .712 |
| Disposition (reference: routine) | ||||||||||||||||
| Transfer to other than home | 1.8 | 1.2 | 2.7 | .969 |
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| 1.1 | 0.7 | 1.6 | .962 | 0.9 | 0.7 | 1.3 | .343 |
| Home with services | 1.7 | 1.2 | 2.3 | .970 | 2.5 | 1.8 | 3.4 | .648 | 1.7 | 1.3 | 2.3 | .967 | 2.1 | 1.6 | 2.8 | .192 |
| Long-segment fusiona | 0.8 | 0.6 | 1.1 | .168 | 1.1 | 0.8 | 1.5 | .660 |
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| 1.1 | 0.9 | 1.4 | .442 |
| Anterior vs posterior surgical approach | 0.5 | 0.1 | 4.8 | .399 | 12.4 | 1.3 | 116 | .166 | 8.2 | 1.4 | 47.3 | .207 | <0.01 | <0.01 | >999 | .966 |
| Combined vs posterior surgical approach | 1.7 | 0.9 | 3.4 | .173 | 6.4 | 3.4 | 12.1 | .356 | 7.0 | 4.0 | 12.2 | .084 | 2.0 | 1.2 | 3.4 | .963 |
| Inpatient medical complications | 1.0 | 0.7 | 1.3 | .988 |
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| Inpatient surgical complications | 0.9 | 0.7 | 1.1 | .290 |
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| Inpatient return to operating room |
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| LOS > 8 days |
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Abbreviation: LOS, length of stay; OR, odds ratio; CI, confidence interval.
Bold and italicized numbers refer to those which are statistically significant, p-values < 0.05.
Reasons for Readmissions and Reoperations Within 90 Days of Index Hospital Stay.
| N | % | Mean days (SD) to readmission | |
|---|---|---|---|
| Readmissiona | 503 (17.6%) | 30.2 (22.7) | |
| Medical | 362 | 72.0% | 30.8 (24) |
| Acute respiratory failure | 66 | 13.1% | 32 (23) |
| Pneumonia | 32 | 6.4% | 30.2 (25.7) |
| Sepsis | 36 | 7.2% | 34.8 (19.6) |
| Urinary tract infection | 27 | 5.4% | 41.3 (23.6) |
| Epilepsy | 40 | 8.0% | 25.1 (28.4) |
| Dehydration | 85 | 16.9% | 27.6 (20.1) |
| Feeding problem | 73 | 14.5% | 36.7 (23.7) |
| Other—Genitourinary | 17 | 3.4% | 12.3 (10.2) |
| Other—Gastrointestinal | 49 | 9.7% | 36.2 (24.1) |
| Other—Medical | 36 | 7.2% | 21.5 (25.8) |
| Surgical | 136 | 27.0% | 28.7 (18) |
| Wound dehiscence | 106 | 21.1% | 26.9 (17.1) |
| Surgical site infection | 96 | 19.1% | 29.4 (12.7) |
| Wound hematoma/seroma | 22 | 4.4% | 15.2 (9.4) |
| Mechanical implant complication | 29 | 5.8% | 44.9 (17.1) |
| Reoperation | 84 | 16.7% | 34.4 (17.1) |
| Removal of implants | 29 | 5.8% | 45.7 (11.6) |
| Wound drainage/debridement | 71 | 14.1% | 30.2 (15) |
a Patients have ≥1 reason for readmission.