Evidence map›Paper›PMID 36561892›Full record

ArticleNorth American Spine Society journal2022

Neighborhood-level socioeconomic status, extended length of stay, and discharge disposition following elective lumbar spine surgery.

Matthew J Hagan, Rahul A Sastry, Joshua Feler, Hael Abdulrazeq, Patricia Z Sullivan, Jose Fernandez Abinader, Joaquin Q Camara, Tianyi Niu, Jared S Fridley, Adetokunbo A Oyelese and 5 more

Open access · goldAbstract read
In one paragraph

Article in North American Spine Society journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
4.6field-weighted citation impact, top 4% 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

17 citing papers in PubMed, 29 citations in OpenAlex.

  1. Article
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  5. Effect of Sociodemographic Differences on Elective Lumbar Fusion Surgery.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2026
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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

15 authors at 2 institutions in 1 country.

Matthew J HaganDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Rahul A SastryDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Joshua FelerDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Hael AbdulrazeqDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Patricia Z SullivanDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Jose Fernandez AbinaderDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Joaquin Q CamaraDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Tianyi NiuDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Jared S FridleyDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Adetokunbo A OyeleseDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Prakash SampathDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Albert E TelfeianDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Ziya L GokaslanDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Steven A TomsDepartment of Neurosurgery, Warren Alpert School of Medicine, Brown University, 593 Eddy Street, APC 6, Providence, RI 02903, United States.
Robert J WeilSouthcoast Health Brain & Spine, 480 Hawthorn St, Dartmouth, MA 02747, United States.
Providence College · USSouthCoast Health · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In the context of increased attention afforded to hospital efficiency and improved but safe patient throughput, decreasing unnecessary hospital length of stay (LOS) is imperative. Given that lumbar spine procedures may be among a hospital's most profitable services, identifying patients at risk of increased healthcare resource utilization prior to surgery is a valuable opportunity to develop targeted pre- and peri-operative intervention and quality improvement initiatives. The purpose of the present investigation was to examine patient factors that predict prolonged LOS as well as discharge disposition following elective, posterior, lumbar spine surgery. Methods: We employed a retrospective cohort analysis on 779 consecutive patients treated with lumbar surgery without fusion. Our primary outcome measures were extended LOS (three or more midnights) and discharge disposition. Patient sociodemographic, procedural, and discharge characteristics were adjusted for in our analysis. Sociodemographic variables included Area of Deprivation Index (ADI), a comprehensive metric of socioeconomic status, utilizing income, education, employment, and housing quality based on patient zip code. Multivariable logistic regression and ordinal logistic regression analyses were performed to assess whether covariates were independently predictive of extended LOS and discharge disposition, respectively. Results: 779 patients were studied, with a median age of 66 years (±15) and a median LOS of 1 midnight (range, 1-10 midnights). Patients in the most disadvantaged ADI quintile (adjusted odds ratio, aOR 2.48 95% CI 1.15-5.47), those who underwent a minimally-invasive or tubular retractor surgery (aOR 3.03 95% CI 1.02-8.56), those who had an intra-operative drain placed (aOR 4.46 95% CI 2.53-7.26), who had a cerebrospinal fluid leak (aOR 3.46 95% CI 1.55-7.58), who were discharged anywhere but home (aOR 17.11 95% CI 9.24-33.00), and those who were evaluated by physical therapy (aOR 7.23 95% CI 2.13-45.30) or OT (aOR 2.20 95% CI 1.13-4.22) had a significantly increased chance of an extended LOS. Preoperative opioid use was not associated with an increased LOS following surgery (aOR 1.12 95% CI 0.56-1.46). Extended LOS was not associated with post-discharge emergency department representation or unplanned readmission within 90 days following discharge (p=0.148). Patients who were older (aOR 1.99 95% CI 1.62-2.48), in higher quintiles on ADI (3rd quintile; aOR 1.90 95% CI 1.12-3.23, 4th quintile; aOR 1.79, 95% CI 1.05-3.05, 5th quintile; aOR 2.16 95% CI 1.26-3.75), who had a CSF leak (aOR 2.18 95% CI 1.22-3.86), or who had a longer procedure duration (aOR 1.38 95% CI 1.17-1.62) were more likely to require additional services or be sent to a subacute facility upon discharge. Conclusions: Patient sociodemographics, along with procedural factors, and discharge disposition were all associated with an increased likelihood of prolonged LOS and resource intensive discharges following elective lumbar spine surgery. Several of these factors could be reliably identified pre-operatively and may be amenable to targeted preoperative intervention. Improving discharge disposition planning in the peri-operative period may allow for more efficient use of hospitalization and inpatient and post-acute resources.

Indexed as

EconomicsHealthcare policyHealthcare utilizationLength of stayLumbar decompressionSocioeconomic status

Identifiers

PMID36561892
PMCPMC9763740
OpenAlexW4310059430

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.