Evidence map›Paper›PMID 41377834›Full record

ArticleJournal of craniovertebral junction & spine

Volume and outcomes in posterior cervical fusion: Insights from a national inpatient analysis.

Leonidas E Mastrokostas, Paul G Mastrokostas, Roee Ber, Jad Bou Monsef, Afshin E Razi, Mitchell K Ng

Abstract read
In one paragraph

Article in Journal of craniovertebral junction & spine. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Leonidas E MastrokostasDepartment of Orthopaedic Surgery, SUNY Downstate Health Sciences University, Brooklyn, NY, USA.
Paul G MastrokostasDepartment of Orthopaedic Surgery, SUNY Downstate Health Sciences University, Brooklyn, NY, USA.
Roee BerDepartment of Neurosurgery, Maimonides Medical Center, Brooklyn, NY, USA.
Jad Bou MonsefDepartment of Orthopaedic Surgery, SUNY Downstate Health Sciences University, Brooklyn, NY, USA.
Afshin E RaziDepartment of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, NY, USA.
Mitchell K NgDepartment of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Context: Hospital procedural volume is often linked to outcomes and costs, but whether this relationship holds for posterior cervical fusion (PCF) remains unclear. Aims: The objective of this study was to evaluate whether hospital PCF volume is associated with complications, discharge disposition, and hospital costs. Settings and Design: Retrospective cross-sectional analysis of the National Inpatient Sample (NIS) from 2016 to 2022. Subjects and Methods: Elective PCF encounters were analyzed, with hospitals stratified by annual PCF volume (low, intermediate, high). Survey-weighted multivariable logistic regression estimated odds of cardiovascular complications, overall adverse events, and nonroutine discharge; linear regression assessed total costs and lengths of stay (LOS). Models adjusted for demographic, clinical, and hospital covariates. Statistical Analysis Used: Survey-weighted regression with odds ratios (ORs), coefficients, and 95% confidence intervals (CIs). Significance was set at Results: We included 163,230 weighted elective PCF cases. Baseline characteristics differed across volume groups ( Conclusions: Hospital PCF volume is tied to complications, nonroutine discharges, and higher costs, challenging the volume-outcome paradigm and underscoring adjustment for patient complexity and case mix in benchmarking and allocation.

Indexed as

Complicationsdischargehospital volumeNational Inpatient Sampleposterior cervical fusionresource utilization

Identifiers

PMID41377834
PMCPMC12688290

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Registered trials

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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.