Literature DB >> 33826589

Administrative Data Are Unreliable for Ranking Hospital Performance Based on Serious Complications After Spine Fusion.

Jacob K Greenberg1, Margaret A Olsen2, John Poe3, Christopher F Dibble1, Ken Yamaguchi4,5, Michael P Kelly4, Bruce L Hall6, Wilson Z Ray1.   

Abstract

STUDY
DESIGN: Retrospective analysis of administrative billing data.
OBJECTIVE: To evaluate the extent to which a metric of serious complications determined from administrative data can reliably profile hospital performance in spine fusion surgery. SUMMARY OF BACKGROUND DATA: While payers are increasingly focused on implementing pay-for-performance measures, quality metrics must reliably reflect true differences in performance among the hospitals profiled.
METHODS: We used State Inpatient Databases from nine states to characterize serious complications after elective cervical and thoracolumbar fusion. Hierarchical logistic regression was used to risk-adjust differences in case mix, along with variability from low case volumes. The reliability of this risk-stratified complication rate (RSCR) was assessed as the variation between hospitals that was not due to chance alone, calculated separately by fusion type and year. Finally, we estimated the proportion of hospitals that had sufficient case volumes to obtain reliable (>0.7) complication estimates.
RESULTS: From 2010 to 2017 we identified 154,078 cervical and 213,133 thoracolumbar fusion surgeries. 4.2% of cervical fusion patients had a serious complication, and the median RSCR increased from 4.2% in 2010 to 5.5% in 2017. The reliability of the RSCR for cervical fusion was poor and varied substantially by year (range 0.04-0.28). Overall, 7.7% of thoracolumbar fusion patients experienced a serious complication, and the RSCR varied from 6.8% to 8.0% during the study period. Although still modest, the RSCR reliability was higher for thoracolumbar fusion (range 0.16-0.43). Depending on the study year, 0% to 4.5% of hospitals had sufficient cervical fusion case volume to report reliable (>0.7) estimates, whereas 15% to 36% of hospitals reached this threshold for thoracolumbar fusion.
CONCLUSION: A metric of serious complications was unreliable for benchmarking cervical fusion outcomes and only modestly reliable for thoracolumbar fusion. When assessed using administrative datasets, these measures appear inappropriate for high-stakes applications, such as public reporting or pay-for-performance.Level of Evidence: 3.
Copyright © 2021 Wolters Kluwer Health, Inc. All rights reserved.

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Year:  2021        PMID: 33826589      PMCID: PMC8363514          DOI: 10.1097/BRS.0000000000004017

Source DB:  PubMed          Journal:  Spine (Phila Pa 1976)        ISSN: 0362-2436            Impact factor:   3.241


  39 in total

1.  Ranking hospitals on surgical mortality: the importance of reliability adjustment.

Authors:  Justin B Dimick; Douglas O Staiger; John D Birkmeyer
Journal:  Health Serv Res       Date:  2010-08-16       Impact factor: 3.402

2.  A machine learning approach for predictive models of adverse events following spine surgery.

Authors:  Summer S Han; Tej D Azad; Paola A Suarez; John K Ratliff
Journal:  Spine J       Date:  2019-06-20       Impact factor: 4.166

3.  Association of hospital participation in a quality reporting program with surgical outcomes and expenditures for Medicare beneficiaries.

Authors:  Nicholas H Osborne; Lauren H Nicholas; Andrew M Ryan; Jyothi R Thumma; Justin B Dimick
Journal:  JAMA       Date:  2015-02-03       Impact factor: 56.272

4.  Trends, Complications, and Costs for Hospital Admission and Surgery for Lumbar Spinal Stenosis.

Authors:  Gustavo C Machado; Chris G Maher; Paulo H Ferreira; Ian A Harris; Richard A Deyo; Damien McKay; Qiang Li; Manuela L Ferreira
Journal:  Spine (Phila Pa 1976)       Date:  2017-11-15       Impact factor: 3.468

5.  Evaluation of hospital readmissions in surgical patients: do administrative data tell the real story?

Authors:  Greg D Sacks; Aaron J Dawes; Marcia M Russell; Anne Y Lin; Melinda Maggard-Gibbons; Deborah Winograd; Hallie R Chung; James Tomlinson; Areti Tillou; Stephen B Shew; Darryl T Hiyama; H Gill Cryer; F Charles Brunicardi; Jonathan R Hiatt; Clifford Ko
Journal:  JAMA Surg       Date:  2014-08       Impact factor: 14.766

6.  Association of Hospital Critical Access Status With Surgical Outcomes and Expenditures Among Medicare Beneficiaries.

Authors:  Andrew M Ibrahim; Tyler G Hughes; Jyothi R Thumma; Justin B Dimick
Journal:  JAMA       Date:  2016-05-17       Impact factor: 56.272

7.  National Trends in Demographics and Outcomes Following Cervical Fusion for Cervical Spondylotic Myelopathy.

Authors:  Caroline E Vonck; Joseph E Tanenbaum; Gabriel A Smith; Edward C Benzel; Thomas E Mroz; Michael P Steinmetz
Journal:  Global Spine J       Date:  2017-09-22

8.  Incorporating natural variation into IVF clinic league tables: The Expected Rank.

Authors:  Hester F Lingsma; Marinus J C Eijkemans; Ewout W Steyerberg
Journal:  BMC Med Res Methodol       Date:  2009-07-16       Impact factor: 4.615

9.  National trends in outpatient surgical treatment of degenerative cervical spine disease.

Authors:  Evan O Baird; Natalia N Egorova; Steven J McAnany; Sheeraz A Qureshi; Andrew C Hecht; Samuel K Cho
Journal:  Global Spine J       Date:  2014-07-14

10.  Lumbar spine surgery across 15 years: trends, complications and reoperations in a longitudinal observational study from Norway.

Authors:  Margreth Grotle; Milada Cvancarova Småstuen; Olaf Fjeld; Lars Grøvle; Jon Helgeland; Kjersti Storheim; Tore K Solberg; John-Anker Zwart
Journal:  BMJ Open       Date:  2019-08-01       Impact factor: 2.692

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  1 in total

1.  Comparison of cost and complication rates for profiling hospital performance in lumbar fusion for spondylolisthesis.

Authors:  Jacob K Greenberg; Margaret A Olsen; Christopher F Dibble; Justin K Zhang; Brenton H Pennicooke; Ken Yamaguchi; Michael P Kelly; Bruce L Hall; Wilson Z Ray
Journal:  Spine J       Date:  2021-06-20       Impact factor: 4.166

  1 in total

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