Evidence map›Paper›PMID 42018931›Full record

ArticleJournal of the American Academy of Orthopaedic Surgeons. Global research & reviews2026

Effect of Sociodemographic Differences on Elective Lumbar Fusion Surgery.

Stevin Lu, Wyatt Vander Voort, Hania Shahzad, Aziz Saade, Zachary Booze, Jeffrey Fine, Yunyi Ren, Audrey Zhao, Gregory Harbison, Rolando Roberto and 3 more

Abstract read
In one paragraph

Article in Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews, 2026. 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
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0citing papers in PubMed
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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

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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

13 authors.

Stevin LuFrom the Creighton School of Medicine, Omaha, NE (Mr. Lu); the University of California, Davis, Sacramento, CA (Dr. Vander Voort, Dr. Shahzad, Dr. Saade, Fine, Dr. Ren, Zhao, Dr. Harbison, Dr. Roberto, Dr. Khan, Dr. Le); the University of California, San Francisco, San Francisco, CA (Dr. Booze); and the The University of Texas Health Science Center at Houston, Houston, TX (Dr. Klineberg).ORCID 0009-0000-0920-8666
Wyatt Vander Voort
Hania Shahzad
Aziz Saade
Zachary Booze
Jeffrey Fine
Yunyi Ren
Audrey Zhao
Gregory Harbison
Rolando Roberto
Eric Klineberg
Safdar Khan
Hai Le

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionSociodemographic differences markedly affect postoperative outcomes in lumbar fusion surgery, often leading to higher infection rates, readmissions, emergency department (ED) visits, and prolonged hospital stays. This study examines the associations between sociodemographic factors and clinical outcomes after elective lumbar fusion surgery.

methodsWe retrospectively analyzed medical records of patients aged ≥18 years who underwent lumbar or lumbosacral fusion for degenerative conditions from 2018 to 2022 at a single academic institution. ED returns and readmissions within 3 months were also recorded. Statistical analysis was conducted using chi-square tests, t-tests, ANOVA, and multivariate logistic regression models.

resultsA total of 484 patients (54.1% male) were included. Most patients were White (80.4%) and non-Hispanic (91.5%). Men exhibited lower ED utilization (16% versus 23%) and readmission (11.5% versus 19.8%) rates than women. Men were more frequently discharged home (87%) compared with women (79.3%), with fewer discharges to skilled nursing or rehab facilities. No significant differences in length of stay, readmission, ED return, or discharge disposition were observed across racial groups. The private insurance group had shorter hospital stays (3.1 ± 1.7 days) than Medicare/Medicaid patients (3.8 ± 2.6 days) and other groups (4.7 ± 3.3 days, P = 0.005). Medicare/Medicaid patients had higher ED return and readmission rates and were less likely to be discharged home (P < 0.001). Multivariate models revealed that sex and payer status significantly affected readmissions and discharge dispositions.

conclusionWomen and Medicare/Medicaid patients experience poorer postoperative outcomes, with increased ED visits and readmissions after lumbar fusion surgery. Race did not significantly affect outcomes, although small sample sizes may have limited this analysis.

Indexed as

Elective Surgical ProceduresLumbar VertebraeSociodemographic FactorsSpinal FusionAdultAgedFemaleHumansLength of StayMaleMiddle AgedPatient ReadmissionPostoperative ComplicationsRetrospective StudiesSex FactorsSocioeconomic Disparities in Health

Identifiers

PMID42018931
PMCPMC13105796

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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.