Evidence map›Paper›PMID 27765713›Full record

ArticleThe spine journal : official journal of the North American Spine Society2017

Association between insurance status and patient safety in the lumbar spine fusion population.

Joseph E Tanenbaum, Vincent J Alentado, Jacob A Miller, Daniel Lubelski, Edward C Benzel, Thomas E Mroz

Open access · greenAbstract read
In one paragraph

Article in The spine journal : official journal of the North American Spine Society, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
6.3field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Effect of Sociodemographic Differences on Elective Lumbar Fusion Surgery.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2026
    Article
  4. Article
  5. Article
  6. Review
  7. Impact of Social Determinants of Health in Spine Surgery.Current reviews in musculoskeletal medicine · 2023
    Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 1 country.

Joseph E TanenbaumCenter for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Case Western Reserve University School of Medicine, 2109 Adelbert Rd, Cleveland, OH 44106, USA; Department of Epidemiology and Biostatistics, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA. Electronic address: joseph.tanenbaum@case.edu.
Vincent J AlentadoCenter for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Case Western Reserve University School of Medicine, 2109 Adelbert Rd, Cleveland, OH 44106, USA.
Jacob A MillerCenter for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Cleveland Clinic Lerner College of Medicine, Cleveland Clinic, 9980 Carnegie Ave, Cleveland, OH 44195, USA.
Daniel LubelskiDepartment of Neurosurgery, Johns Hopkins University School of Medicine, 1800 Orleans St, Baltimore, MD 21287, USA.
Edward C BenzelCenter for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Department of Neurosurgery, Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA.
Thomas E MrozCenter for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Department of Neurosurgery, Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Department of Orthopaedic Surgery, Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA.
Cleveland Clinic · USJohns Hopkins University · US

Funding

MEDICAL SCIENTIST TRAINING PROGRAMT32GM007250 · NIGMS · CASE WESTERN RESERVE UNIVERSITY · PI HUANG, ALEX YEE-CHEN · 1985 to 2023
$33.4M
NRSA Training CoreTL1TR002549 · NCATS · CASE WESTERN RESERVE UNIVERSITY · PI HARDING, CLIFFORD V · 2018 to 2022
$2.9M
Clinical and Translational Science Collaborative of ClevelandTL1TR000441 · NCATS · CASE WESTERN RESERVE UNIVERSITY · PI KONSTAN, MICHAEL W. · 2012 to 2016
$2.8M
Case Western Reserve University/Cleveland Clinic CTSA (TL1)TL1RR024991 · NCRR · CASE WESTERN RESERVE UNIVERSITY · PI DAVIS, PAMELA B · 2007 to 2011
$2.1M
NCATS NIH HHS TL1 TR000441NCATS NIH HHS TL1 TR002549NCRR NIH HHS TL1 RR024991NIGMS NIH HHS T32 GM007250
6 · The paper itself

Abstract

background contextLumbar fusion is a common and costly procedure in the United States. Reimbursement for surgical procedures is increasingly tied to care quality and patient safety as part of value-based reimbursement programs. The incidence of adverse quality events among lumbar fusion patients is unknown using the definition of care quality (patient safety indicators [PSI]) used by the Centers for Medicare and Medicaid Services (CMS). The association between insurance status and the incidence of PSI is similarly unknown in lumbar fusion patients. PURPOSE: This study sought to determine the incidence of PSI in patients undergoing inpatient lumbar fusion and to quantify the association between primary payer status and PSI in this population. STUDY

designA retrospective cohort study was carried out. PATIENT SAMPLE: The sample comprised all adult patients aged 18 years and older who were included in the Nationwide Inpatient Sample (NIS) that underwent lumbar fusion from 1998 to 2011. OUTCOME MEASURE: The incidence of one or more PSI, a validated and widely used metric of inpatient health-care quality and patient safety, was the primary outcome variable.

methodsThe NIS data were examined for all cases of inpatient lumbar fusion from 1998 to 2011. The incidence of adverse patient safety events (PSI) was determined using publicly available lists of the International Classification of Diseases, Ninth Revision, Clinical Modification diagnosis codes. Logistic regression models were used to determine the association between primary payer status (Medicaid and self-pay relative to private insurance) and the incidence of PSI.

resultsA total of 539,172 adult lumbar fusion procedures were recorded in the NIS from 1998 to 2011. Patients were excluded from the secondary analysis if "other" or "missing" was listed for primary insurance status. The national incidence of PSI was calculated to be 2,445 per 100,000 patient years of observation, or approximately 2.5%. In a secondary analysis, after adjusting for patient demographics and hospital characteristics, Medicaid and self-pay patients had significantly greater odds of experiencing one or more PSI during the inpatient episode relative to privately insured patients (odds ratio 1.16, 95% confidence interval 1.07-1.27).

conclusionsAmong patients undergoing inpatient lumbar fusion, insurance status is associated with the adverse health-care quality events used to determine hospital reimbursement by the CMS. The source of this disparity must be studied to improve the quality of care delivered to vulnerable patient populations.

Indexed as

Insurance CoverageInsurance, HealthQuality Indicators, Health CareSpinal FusionAdultAgedDatabases, FactualFemaleHospitalsHumansIncidenceLumbar VertebraeMaleMedicareMiddle AgedPatient SafetyAgency for Healthcare Research and QualityCenters for Medicare and Medicaid ServicesHealth disparitiesInsurance statusLumbar fusionNationwide inpatient samplePatient safetyPatient safety indicators

Identifiers

PMID27765713
PMCPMC5508741
OpenAlexW2535466278

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.