| Literature DB >> 33030060 |
Michelle Connor1, Robert G Briggs2, Phillip A Bonney2, Krista Lamorie-Foote2, Kristina Shkirkova2, Elliot Min2, Li Ding2, William J Mack2, Frank J Attenello2, John C Liu2.
Abstract
STUDYEntities:
Keywords: complications; discectomy; fusion; hospital; laminectomy; readmission; smoking; spine surgery; tobacco
Year: 2020 PMID: 33030060 PMCID: PMC9344509 DOI: 10.1177/2192568220964032
Source DB: PubMed Journal: Global Spine J ISSN: 2192-5682
ICD-9 Diagnosis and Procedure Codes.
|
|
| 721.0: Cervical spondylosis without myelopathy |
|
|
| 80.50: Excision or destruction of intervertebral disc,
unspecified |
Abbreviation: ICD-9, International Classification of Diseases, 9th Revision.
Demographics for Readmission Within 90 Days.
| Characteristic | Tobacco use (n = 203 323) | Total (n = 703 051) |
|
|---|---|---|---|
| Anatomic location, n (%) | |||
| Cervical | 83 753 (41.2) | 270 361 (38.5) | <.0001 |
| Thoracolumbar | 119 570 (58.8) | 432 690 (61.5) | |
| Age, n (%) | |||
| 18-44 | 43 319 (21.3) | 138 397 (19.7) | <.0001 |
| 45-59 | 82 142 (40.0) | 253 887 (36.1) | |
| 60-74 | 62 663 (30.8) | 235 885 (33.6) | |
| ≥75 | 15 199 (7.5) | 74 882 (10.7) | |
| Gender, n (%) | |||
| Male | 109 573 (53.9) | 344 007 (48.9) | <.0001 |
| Female | 93 750 (46.1) | 359 044 (51.1) | |
| Primary insurance, n (%) | |||
| Medicare | 73 640 (36.2) | 263 447 (37.5) | <.0001 |
| Medicaid | 18 610 (9.2) | 42 425 (6.0) | |
| Private insurance | 78 662 (38.7) | 297 726 (42.3) | |
| Self-pay | 3932 (1.9) | 9715 (1.4) | |
| No charge | 667 (0.3) | 1537 (0.2) | |
| Other | 27 266 (13.4) | 85 831 (12.2) | |
| Missing | 546 (0.3) | 2370 (0.3) | |
| Median household incomea, n (%) | |||
| 0-25 percentile | 51 890 (25.5) | 159 106 (22.6) | <.0001 |
| 26-50 percentile | 53 361 (26.2) | 169 459 (24.1) | |
| 51-75 percentile | 51 471 (25.3) | 181 858 (25.9) | |
| 76-100 percentile | 42 920 (21.1) | 179 555 (25.5) | |
| Missing | 3681 (1.8) | 13 073 (1.9) | |
| Elixhauser comorbidity, n (%) | |||
| Yes | 144 640 (71.1) | 476 031 (67.7) | <.0001 |
| No | 58 683 (28.9) | 227 020 (32.3) | |
| Diabetes, n (%) | |||
| Yes | 35 393 (17.4) | 126 410 (18.0) | <.0001 |
| No | 167 930 (82.6) | 576 641 (82.0) | |
| Chronic lung disease, n (%) | |||
| Yes | 45 666 (22.5) | 106 219 (15.1) | <.0001 |
| No | 157 657 (77.5) | 596 832 (84.9) | |
| Obesity, n (%) | |||
| Yes | 722 (0.4) | 2762 (0.4) | .0012 |
| No | 202 601 (99.6) | 700 289 (99.6) | |
| Hypercoagulable state, n (%) | |||
| Yes | 412 (0.2) | 1461 (0.2) | .54 |
| No | 202 911 (99.8) | 701 590 (99.8) | |
| Steroid use, n (%) | |||
| Yes | 2124 (1.0) | 6038 (0.9) | <.0001 |
| No | 201 199 (99.0) | 697 013 (99.1) | |
| History of chemotherapy, n (%) | |||
| Yes | 491 (0.2) | 1313 (0.2) | <.0001 |
| No | 202 832 (99.8) | 701 738 (99.8) | |
| Venous thromboembolism, n (%) | |||
| Yes | 5174 (2.5) | 17 170 (2.4) | .0004 |
| No | 198 149 (97.5) | 685 881 (97.6) | |
| Hospital bed size, n (%) | |||
| Small | 21 231 (10.4) | 79 498 (11.3) | <.0001 |
| Medium | 49 235 (24.2) | 169 530 (24.1) | |
| Large | 132 857 (65.3) | 454 023 (64.6) | |
| Hospital teaching status, n (%) | |||
| Teaching | 116 155 (57.1) | 386 203 (54.9) | <.0001 |
| Nonteaching | 87 168 (42.9) | 316 848 (45.1) | |
| Hospital volume, n (%) | |||
| >90th percentile | 79 351 (39.0) | 265 715 (37.8) | <.0001 |
| ≤90th percentileb | 123 972 (61.0) | 437 336 (62.2) | |
| SIRS criteria, n (%) | |||
| Yes | 775 (0.4) | 2930 (0.4) | .003 |
| No | 202 548 (99.6) | 700 121 (99.6) | |
| Medical complication, n (%) | |||
| Yes | 3096 (1.5) | 11 466 (1.6) | <.0001 |
| No | 200 227 (98.5) | 691 585 (98.4) | |
| Neurological complication, n (%) | |||
| Yes | 5508 (2.7) | 16 691 (2.4) | <.0001 |
| No | 197 815 (97.3) | 686 360 (97.6) | |
| Disposition, n (%) | |||
| Routine | 154 762 (76.1) | 527 273 (75.0) | <.0001 |
| Short-term hospital | 697 (0.3) | 2810 (0.4) | |
| Transfer | 16 576 (8.2) | 65 308 (9.3) | |
| Home health care | 30 945 (15.2) | 106 929 (15.2) | |
| Against medical advice | 334 (0.2) | 676 (0.1) | |
| Missing | DSc | 55 (0.0) | |
| Index length of stay, n (%) | |||
| 0-1 days | 70 896 (34.9) | 244 466 (34.8) | <.0001 |
| 2 days | 40 746 (20.0) | 139 056 (19.8) | |
| 3-4 days | 53 817 (26.5) | 188 437 (26.8) | |
| ≥5 days | 37 864 (18.6) | 131 092 (18.6) |
a For patient’s ZIP code, based on current year.
b A total of 652 procedures/year.
c Data suppressed for patient confidentiality.
Primary Diagnoses for 30- and 90-Day Readmission.
| ICD-9 diagnosis | 30 Days, n (%); N = 40 841 | 90 Days, n (%); N = 51 473 |
|---|---|---|
| 998.59 Postoperative infection | 5090 (12.5) | 4959 (9.6) |
| 038.9 Septicemia | 1431 (3.5) | 1821 (3.5) |
| 338.18 Acute postoperative pain | 1230 (3.0) | 1200 (2.3) |
| 998.12 Hematoma complicating a procedure | 1220 (3.0) | 1090 (2.1) |
| 486 Pneumonia | 970 (2.4) | 1065 (2.1) |
| 415.19 Pulmonary embolism and infarction | 942 (2.3) | 1051 (2.0) |
| 998.13 Seroma complicating a procedure | 931 (2.3) | 980 (1.9) |
| 599.0 Urinary tract infection | 736 (1.8) | 958 (1.9) |
| 584.9 Acute renal failure | 704 (1.7) | 893 (1.7) |
| 722.10 Lumbar disc displacement | 677 (1.7) | 846 (1.6) |
Abbreviation: ICD-9, International Classification of Diseases, 9th Revision.
Summary of Associations with 30- and 90-Day Readmission.
| Characteristic | 30-Day readmission | 90-Day readmission | ||
|---|---|---|---|---|
| OR (95% CI) |
| OR (95% CI) |
| |
| Tobacco use | 1.02 (1.00-1.05) | .045 | 1.05 (1.03-1.07) | <.0001 |
| Age | ||||
| 18-44 | Ref | Ref | ||
| 45-59 | 1.05 (1.02-1.09) | .004 | 1.05 (1.02-1.08) | .0024 |
| 60-74 | 1.11 (1.07-1.15) | <.0001 | 1.05 (1.01-1.09) | .0097 |
| ≥75 | 1.25 (1.19-1.31) | <.0001 | 1.22 (1.17-1.27) | <.0001 |
| Female gender | 0.90 (0.88-0.91) | <.0001 | 0.90 (0.89-0.92) | <.0001 |
| Primary insurance | ||||
| Medicare | 0.83 (0.80-0.87) | <.0001 | 0.83 (0.79-0.86) | <.0001 |
| Medicaid | Ref | Ref | ||
| Private insurance | 0.60 (0.57-0.63) | <.0001 | 0.55 (0.53-0.58) | <.0001 |
| Self-pay | 0.81 (0.73-0.89) | <.0001 | 0.78 (0.72-0.85) | <.0001 |
| No charge | 0.92 (0.75-1.13) | .42 | 1.01 (0.84-1.21) | .95 |
| Other | 0.61 (0.58-0.64) | <.0001 | 0.55 (0.53-0.58) | <.0001 |
| Elixhauser comorbidity | 1.23 (1.20-1.27) | <.0001 | 1.25 (1.21-1.28) | <.0001 |
| Chronic lung disease | 1.21 (1.18-1.24) | <.0001 | 1.27 (1.24-1.30) | <.0001 |
| Diabetes | 1.25 (1.22-1.28) | <.0001 | 1.27 (1.25-1.30) | <.0001 |
| Obesity | 1.31 (1.13-1.52) | .0004 | 1.21 (1.06-1.38) | .0053 |
| Venous thromboembolism | 1.52 (1.44-1.59) | <.0001 | 1.51 (1.45-1.58) | <.0001 |
| Hypercoagulable state | 1.25 (1.06-1.48) | .0095 | 1.32 (1.12-1.55) | .0009 |
| Steroid use | 1.37 (1.26-1.50) | <.0001 | 1.47 (1.35-1.59) | <.0001 |
| History of chemotherapy | 1.47 (1.24-1.74) | <.0001 | 1.64 (1.41-1.91) | <.0001 |
| SIRS criteria | 1.41 (1.28-1.55) | <.0001 | 1.55 (1.41-1.70) | <.0001 |
| Medical complication | 1.39 (1.32-1.47) | <.0001 | 1.47 (1.40-1.54) | <.0001 |
| Neurological complication | 1.40 (1.34-1.47) | <.0001 | 1.44 (1.38-1.51) | <.0001 |
| Index length of stay | ||||
| 0-1 days | Ref | Ref | ||
| 2 days | 1.34 (1.29-1.39) | <.0001 | 1.30 (1.26-1.34) | <.0001 |
| 3-4 days | 1.53 (1.48-1.58) | <.0001 | 1.44 (1.39-1.48) | <.0001 |
| ≥5 days | 2.41 (2.32-2.50) | <.0001 | 2.32 (2.25-2.40) | <.0001 |
| Disposition | ||||
| Routine | Ref | Ref | ||
| Short-term hospital | 2.33 (2.05-2.73) | <.0001 | 2.43 (1.15-2.74) | <.0001 |
| Transfer | 1.74 (1.69-1.80) | <.0001 | 1.90 (1.84-1.95) | <.0001 |
| Home health care | 1.23 (1.20-1.27) | <.0001 | 1.23 (1.19-1.27) | <.0001 |
| Against medical advice | 2.66 (2.17-3.27) | <.0001 | 2.36 (1.93-2.90) | <.0001 |
| Hospital bed size | ||||
| Small | 0.88 (0.82-0.94) | .0002 | 0.87 (0.81-0.93) | <.0001 |
| Medium | 0.97 (0.94-1.00) | .051 | 0.95 (0.92-0.98) | .0006 |
| Large | Ref | Ref | ||
Abbreviations: OR, odds ratio; CI, confidence interval; SIRS, systemic inflammatory response syndrome.