| Literature DB >> 35457662 |
Caroline Sander1, Henry Oppermann1,2, Ulf Nestler1, Katharina Sander3, Michael Karl Fehrenbach1, Tim Wende1, Nikolaus von Dercks4, Jürgen Meixensberger1.
Abstract
BACKGROUND: Unplanned readmission has gained increasing interest as a quality marker for inpatient care, as it is associated with patient mortality and higher economic costs. Spinal neurosurgery is characterized by a lack of epidemiologic readmission data. The aim of this study was to identify causes and predictors for unplanned readmissions related to index diagnoses and surgical procedures.Entities:
Keywords: index diagnosis; spine surgery; surgical access; surgical procedure; unplanned readmission
Mesh:
Year: 2022 PMID: 35457662 PMCID: PMC9028768 DOI: 10.3390/ijerph19084795
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Characteristics of the total cohort.
| Characteristics | |
|---|---|
| Index Diagnosis Group | |
| degenerative | 879 (75) |
| cervical stenosis | 82 (7.00) |
| thoracic stenosis | 3 (0.26) |
| lumbar stenosis | 312 (26.62) |
| cervical herniation | 125 (10.67) |
| lumbar herniation | 346 (29.52) |
| listhesis | 11 (0.94) |
| neoplasm | 62 (5.29) |
| unknown tumor | 19 (1.62) |
| meningeoma | 10 (0.85) |
| other benign tumor | 17 (1.45) |
| malignant neoplasm | 6 (0.51) |
| plasmocytoma | 1 (0.09) |
| cyst | 9 (0.77) |
| functional | 192 (16.38) |
| chronic pain | 186 (15.87) |
| spasticity | 6 (0.51) |
| other | 39 (3.33) |
| discitis | 10 (0.85) |
| abscess | 2 (0.17) |
| empyema | 5 (0.43) |
| epidural hematoma | 4 (0.34) |
| arteriovenous fistula | 6 (0.51) |
| arteriovenous malformation | 4 (0.34) |
| hemangioma | 3 (0.26) |
| spina bifida | 2 (0.17) |
| tethered cord | 2 (0.17) |
| borreliosis | 1 (0.09) |
| Patient Characteristics | |
| age, years | 57.14 (18–92) |
| gender, female | 540 (46.08) |
| PCCL, mean | 1.54 (0.2–21.67) |
| LOS overall, mean in days | 6.15 (1–68) |
| ≤8 days, | 988 (84.30) |
| 9–16 days, | 133 (11.35) |
| ≥17 days, | 51 (4.35) |
| number of side diagnoses, mean | 4.37 (0–48) |
| high comorbidity a | 417 (35.58) |
| discharge | |
| home | 1135 (96.84) |
| rehabilitation | 22 (1.88) |
| external hospital | 8 (0.68) |
| at own discretion | 6 (0.51) |
| death | 1 (0.09) |
| Surgical Characteristics | |
| surgery | 935 (79.78) |
| surgery time, minutes | 126 (19–561) |
| number of patients with ICU stay | 32 (2.73) |
ICU, intensive care unit; LOS, length of stay; n, number; PCCL, patient clinical complexity level. a High comorbidity: defined as five or more side diagnoses.
Characteristics of the readmitted cohort, stratified for index diagnosis groups and treatment management.
| Combined | Surgical | Surgical Degenerative | Surgical Neoplasm | Surgical Functional | Surgical | Non-Surgical | Non-Surgical Degenerative | Non-Surgical Functional | |
|---|---|---|---|---|---|---|---|---|---|
| readmitted patients, | 50 | 38 | 27 | 1 | 9 | 1 | 12 | 9 | 3 |
| readmission rate in % | 4.27 | 4.06 | 3.82 | 2 | 5.96 | 3.57 | 5.06 | 5.23 | 7.32 |
| total, | 1172 | 935 | 706 | 50 | 151 | 28 | 237 | 172 | 41 |
| age, mean | 61 | 63 | 65 | 59 | 57 | 59 | 57 | 56 | 56 |
| gender, female | 27 (54.00) | 18 (47.37) | 14 (51.85) | 0 | 3 (33.33) | 1 (100) | 9 (75) | 7 (77.78) | 2 (66.67) |
| PCCL, mean | 2.06 | 1.95 | 1.92 | 2.03 | 1.94 | 3.19 | 2.37 | 2.89 | 0.87 |
| LOS, days | 7.04 | 8.37 | 9.48 | 5.00 | 3.89 | 22.00 | 2.83 | 3.22 | 1.67 |
| LOS readmission, days | 7.90 | 8.92 | 10.44 | 4.00 | 3.67 | 20.00 | 4.67 | 5.11 | 3.33 |
| time to readmission, days | 13.30 | 12.11 | 11.52 | 30.00 | 10.33 | 26.00 | 17.08 | 16.22 | 19.67 |
| surgery at readmission | 31 (62.00) | 25 (65.79) | 17 (62.96) | 1 (100) | 7 (77.78) | 0 | 6 (50) | 5 (55.56) | 1 (33.33) |
| reoperation rate in % | 2.65 | 2.67 | 2.41 | 2.00 | 4.64 | 0.00 | 2.53 | 2.91 | 2.44 |
LOS, length of stay; n, number; PCCL, patient clinical complexity level.
Figure 1Reasons for unplanned readmission according to the index diagnosis groups. n, number; SSI, surgical site infection; UTI, urinary tract infection.
Synopsis of index diagnosis groups comparing the readmitted and the non-readmitted population. Number, frequency, and p-value determined by Fisher exact test.
| Total Cohort | Non-Readmitted | Readmitted |
|---|---|---|
| Index Diagnosis Groups | ||
| cervical stenosis | 81 (7.22) | 1 (2.00) |
| thoracic stenosis | 3 (0.27) | 0 |
| lumbar stenosis | 293 (26.11) * | 21 (42.00) * |
| cervical herniation | 121 (10.78) | 4 (8.00) |
| lumbar herniation | 337 (30.04) | 9 (18.00) |
| listhesis | 10 (0.89) | 1 (2.00) |
| discitis | 10 (0.89) | 0 |
| intraspinal cyst | 9 (0.80) | 0 |
| unknown tumor | 19 (1.69) | 0 |
| meningeoma | 10 (0.89) | 0 |
| other benign tumor | 16 (1.42) | 1 (2.00) |
| malign tumor | 6 (0.54) | 0 |
| hematoma | 4 (0.36) | 0 |
| empyema | 5 (0.45) | 0 |
| abscess | 1 (0.09) | 1 (2.00) |
| hemangioma | 3 (0.27) | 0 |
| arteriovenous malformation | 4 (0.36) | 0 |
| arteriovenous fistula | 6 (0.53) | 0 |
| tethered cord | 2 (0.18) | 0 |
| spina bifida | 2 (0.18) | 0 |
| spasticity | 6 (0.53) | 0 |
| chronic pain syndrom | 172 (15.33) | 12 (24.00) |
| other (borreliosis. plasmocytoma) | 2 (0.18) | 0 |
n, number. * p-value < 0.05.
Synopsis of surgical access and procedures comparing the readmitted and the non-readmitted population. Number, frequency, and p-value determined by Fisher exact test.
| Combined | Non-Readmitted | Readmitted |
|---|---|---|
| Surgical Access | ||
| subcutaneous | 15 (1.67) | 2 (5.26) |
| intraspinal extradural | 520 (57.97) | 18 (47.37) |
| material implantation a | 312 (34.78) | 18 (47.37) |
| intraspinal intradural | 32 (3.57) | 0 |
| intraspinal intradural intramedullary | 6 (0.67) | 0 |
| Surgical Procedure | ||
| sequestrectomy and nucleotomy | 312 (34.78) * | 7 (18.42) * |
| spinal decompression | 191 (21.29) | 7 (18.42) |
| intervertebral cage fusion | 95 (10.59) * | 0 * |
| spondylodesis | 71 (7.92) | 6 (15.79) |
| spinal cord stimulation | 59 (6.58) | 4 (10.53) |
| generator implantation | 41 (4.57) | 4 (10.53) |
| resection of intraspinal tumor, except for neurinoma | 31 (3.46) | 0 |
| resection of intraspinal neurinoma | 14 (1.56) | 2 (5.26) |
| wound debridement | 13 (1.45) | 2 (5.26) |
| medication pump implantation | 12 (1.34) | 0 |
| peripheral nerve stimulation | 10 (1.11) | 1 (2.63) |
| resection of intraspinal empyema | 10 (1.11) | 1 (2.63) |
| resection of intraspinal hematoma | 7 (0.78) | 1 (2.63) |
| corporectomy | 7 (0.78) | 1 (2.63) |
| dorsal root ganglion stimulation | 5 (0.56) * | 2 (5.26) * |
| resection of arteriovenous malformation | 5 (0.56) | 0 |
| lumbar puncture | 3 (0.33) | 0 |
| biopsy | 2 (0.22) | 0 |
| cancel/abort procedure | 1 (0.11) | 0 |
n, number. * p-value < 0.05. a Anterior cage fusion, spondylodesis, and generator and/or electrode implantation.
Predictors for unplanned readmission. Multivariate logistic regression for demographic data and hospital characteristics. Factors at the univariate level with a p-value ≤ 0.20 were integrated into the multivariate logistic regression model.
| Multivariate Regression | OR (95% CI) | |
|---|---|---|
| Total Cohort | ||
| age, >48 years | 2.180 (0.674–7.057) | 0.193 |
| PCCL, >7 | 2.000 (0.870–4.595) | 0.102 |
| surgery, ≥2 interventions | 1.776 (0.593–5.320) | 0.305 |
| night shift surgery a | 64.482 (4.270–973.702) | 0.003 |
| comorbidity b | 1.356 (0.646–2.848) | 0.421 |
| previous organ transplantation | 12.054 (0.991–146.592) | 0.051 |
| index diagnosis groups | ||
| lumbar herniation | 1.672 (0.423–6.617) | 0.464 |
| cervical stenosis | 1.842 (0.203–16.748) | 0.588 |
| lumbar stenosis | 3.033 (0.988–9.310) | 0.053 |
| abscess | 19.774 (0.980–398.907) | 0.052 |
| chronic pain | 2.497 (0.761–8.197) | 0.131 |
|
| ||
| age, >50 years | 1.926 (0.664–5.590) | 0.228 |
| LOS, >6 days | 2.050 (0.880–4.775) | 0.096 |
| comorbidity b | 1.443 (0.656–3.174) | 0.361 |
| surgeries, ≥2 interventions | 1.521 (0.473–4.896) | 0.482 |
| diabetes mellitus | 5.284 (1.152–24.241) | 0.032 |
| previous organ transplantation | 16.366 (0.973–275.302) | 0.052 |
| surgical access | ||
| intraspinal extradural | 1.047 (0.247–4.433) | 0.951 |
| surgical procedure | ||
| sequestrectomy and nucleotomy | 1.061 (0.250–4.502) | 0.935 |
| spondylodesis | 1.954 (0.445–8.584) | 0.375 |
| resection of intraspinal neurinoma | 4.768 (0.570–39.902) | 0.150 |
| generator implantation | 3.826 (0.877–16.681) | 0.074 |
| dorsal root ganglion stimulation | 11.665 (1.704–79.833) | 0.012 |
| index diagnosis group | ||
| lumbar herniation | 2.132 (0.367–12.402) | 0.399 |
| lumbar stenosis | 3.874 (1.053–14.249) | 0.042 |
| abscess | 28.482 (1.369–592.582) | 0.031 |
| benign tumor | 6.241 (0.402–96.794) | 0.190 |
| chronic pain | 3.054 (0.749–12.456) | 0.120 |
|
| ||
| gender: female | 5.915 (1.408–24.857) | 0.015 |
| PCCL, >1 | 4.404 (1.063–18.245) | 0.041 |
CI, 95% confidence interval; LOS, length of stay; OR, odds ratio, PCCL, patient clinical complexity level. a night shift: 19:00 until before 07:00; b comorbidity: defined as five or more side diagnoses.