Literature DB >> 28498068

Predictors of extended length of stay, discharge to inpatient rehab, and hospital readmission following elective lumbar spine surgery: introduction of the Carolina-Semmes Grading Scale.

Matthew J McGirt1, Scott L Parker2, Silky Chotai2, Deborah Pfortmiller1, Jeffrey M Sorenson3, Kevin Foley3, Anthony L Asher1.   

Abstract

OBJECTIVE Extended hospital length of stay (LOS), unplanned hospital readmission, and need for inpatient rehabilitation after elective spine surgery contribute significantly to the variation in surgical health care costs. As novel payment models shift the risk of cost overruns from payers to providers, understanding patient-level risk of LOS, readmission, and inpatient rehabilitation is critical. The authors set out to develop a grading scale that effectively stratifies risk of these costly events after elective surgery for degenerative lumbar pathologies. METHODS The Quality and Outcomes Database (QOD) registry prospectively enrolls patients undergoing surgery for degenerative lumbar spine disease. This registry was queried for patients who had undergone elective 1- to 3-level lumbar surgery for degenerative spine pathology. The association between preoperative patient variables and extended postoperative hospital LOS (LOS ≥ 7 days), discharge status (inpatient facility vs home), and 90-day hospital readmission was assessed using stepwise multivariate logistic regression. The Carolina-Semmes grading scale was constructed using the independent predictors for LOS (0-12 points), discharge to inpatient facility (0-18 points), and 90-day readmission (0-6 points), and its performance was assessed using the QOD data set. The performance of the grading scale was then confirmed separately after using it in 2 separate neurosurgery practice sites (Carolina Neurosurgery & Spine Associates [CNSA] and Semmes Murphey Clinic). RESULTS A total of 6921 patients were analyzed. Overall, 290 (4.2%) patients required extended LOS, 654 (9.4%) required inpatient facility care/rehabilitation on hospital discharge, and 474 (6.8%) were readmitted to the hospital within 90 days postdischarge. Variables that remained as independently associated with these unplanned events in multivariate analysis included age ≥ 70 years, American Society of Anesthesiologists Physical Classification System class > III, Oswestry Disability Index score ≥ 70, diabetes, Medicare/Medicaid, nonindependent ambulation, and fusion. Increasing point totals in the Carolina-Semmes scale effectively stratified the incidence of extended LOS, discharge to facility, and readmission in a stepwise fashion in both the aggregate QOD data set and when subsequently applied to the CNSA/Semmes Murphey practice groups. CONCLUSIONS The authors introduce the Carolina-Semmes grading scale that effectively stratifies the risk of prolonged hospital stay, need for postdischarge inpatient facility care, and 90-day hospital readmission for patients undergoing first-time elective 1- to 3-level degenerative lumbar spine surgery. This grading scale may be helpful in identifying patients who may require additional resource utilization within a global period after surgery.

Entities:  

Keywords:  ASA = American Society of Anesthesiologists Physical Classification System; AUC = area under the curve; LOS = length of stay; NRS = numeric rating scale; ODI = Oswestry Disability Index; QOD; QOD = Quality and Outcomes Database; ROC = receiver operating characteristic; discharge; inpatient rehabilitation; lumbar spine; readmission

Mesh:

Year:  2017        PMID: 28498068     DOI: 10.3171/2016.12.SPINE16928

Source DB:  PubMed          Journal:  J Neurosurg Spine        ISSN: 1547-5646


  11 in total

1.  Development of a machine learning algorithm predicting discharge placement after surgery for spondylolisthesis.

Authors:  Paul T Ogink; Aditya V Karhade; Quirina C B S Thio; Stuart H Hershman; Thomas D Cha; Christopher M Bono; Joseph H Schwab
Journal:  Eur Spine J       Date:  2019-03-27       Impact factor: 3.134

2.  Predicting discharge placement after elective surgery for lumbar spinal stenosis using machine learning methods.

Authors:  Paul T Ogink; Aditya V Karhade; Quirina C B S Thio; William B Gormley; Fetullah C Oner; Jorrit J Verlaan; Joseph H Schwab
Journal:  Eur Spine J       Date:  2019-04-02       Impact factor: 3.134

3.  A validated preoperative score for predicting 30-day readmission after 1-2 level elective posterior lumbar fusion.

Authors:  Deeptee Jain; Paramjit Singh; Mayur Kardile; Sigurd H Berven
Journal:  Eur Spine J       Date:  2019-03-09       Impact factor: 3.134

4.  Systematic review of prediction models for postacute care destination decision-making.

Authors:  Erin E Kennedy; Kathryn H Bowles; Subhash Aryal
Journal:  J Am Med Inform Assoc       Date:  2021-12-28       Impact factor: 4.497

5.  The influence of sagittal spinopelvic alignment on patient discharge disposition following minimally invasive lumbar interbody fusion.

Authors:  Mohamed Macki; Hassan A Fadel; Travis Hamilton; Seokchun Lim; Lara W Massie; Hesham Mostafa Zakaria; Jacob Pawloski; Victor Chang
Journal:  J Spine Surg       Date:  2021-03

6.  Factors associated with prolonged length of stay for elective hepatobiliary and neurosurgery patients: a retrospective medical record review.

Authors:  Siu Yin Lee; Soo-Hoon Lee; Jenny H H Tan; Howard S L Foo; Phillip H Phan; Alfred W C Kow; Sein Lwin; Penelope M Y Seah; Siti Zubaidah Mordiffi
Journal:  BMC Health Serv Res       Date:  2018-01-05       Impact factor: 2.655

7.  Quality and Safety Improvement in Spine Surgery.

Authors:  Fan Jiang; Jamie R F Wilson; Jetan H Badhiwala; Carlo Santaguida; Michael H Weber; Jefferson R Wilson; Michael G Fehlings
Journal:  Global Spine J       Date:  2020-01-06

8.  Variations in LOS and its main determinants overtime at an academic spinal care center from 2006-2019.

Authors:  Dandurand Charlotte; N Hindi Mathew; Ailon Tamir; Boyd Michael; Charest-Morin Raphaële; Dea Nicolas; Dvorak Marcel; Fisher Charles; K Kwon Brian; Paquette Scott; Street John
Journal:  Eur Spine J       Date:  2022-01-11       Impact factor: 2.721

9.  Lower Extremity Osteoarthritis: A Risk Factor for Mental Health Disorders, Prolonged Opioid Use, and Increased Resource Utilization After Single-Level Lumbar Spinal Fusion.

Authors:  Justin J Turcotte; Paul J King; Chad M Patton
Journal:  J Am Acad Orthop Surg Glob Res Rev       Date:  2022-03-17

10.  Age and Gender Confound PROMIS Scores in Spine Patients With Back and Neck Pain.

Authors:  David S Jevotovsky; Jared C Tishelman; Nicholas Stekas; Michael J Moses; Raj J Karia; Ethan W Ayres; Charla R Fischer; Aaron J Buckland; Thomas J Errico; Themistocles S Protopsaltis
Journal:  Global Spine J       Date:  2020-02-13
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