ArticleNorth American Spine Society journal2022
Neighborhood-level socioeconomic status, extended length of stay, and discharge disposition following elective lumbar spine surgery.
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.
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Who cites it
17 citing papers in PubMed, 29 citations in OpenAlex.
- Trends in management of central cord syndrome: Insights from the New York State SPARCS database.The journal of spinal cord medicine · 2026Article
- Poor postoperative pain control is associated with prolonged length of stay after elective spine surgery: An observational cohort study.North American Spine Society journal · 2026Article
- Barriers to Adhering to Post-operative Recovery in Spinal Decompression Surgery and Impact on Patient-Reported Outcomes.Global spine journal · 2026Article
- The association of food deserts with readmission and re-operation following long-segment lumbar fusion.Acta neurochirurgica · 2026Article
- Effect of Sociodemographic Differences on Elective Lumbar Fusion Surgery.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2026Article
- Commentary on "Identifying patients at risk for a facility discharge following elective one or two level lumbar fusion".North American Spine Society journal · 2026Article
- Identifying patients at risk for a facility discharge following elective one or two level lumbar fusion.North American Spine Society journal · 2025Article
- Neighborhood disadvantage predicts health resource utilization after lumbar spine surgery: a cohort study.Acta neurochirurgica · 2025Article
- Preoperative hemoglobin A1c and minimally invasive lumbar spine surgery: is it as critical as we think.Acta neurochirurgica · 2025Article
- Impact of Racial and Socioeconomic Disparities on Access to Interspinous Spacer for Treatment of Lumbar Spinal Stenosis: A Nationwide Medicare Analysis.Journal of racial and ethnic health disparities · 2025Article
- Artificial Intelligence and Its Impact on the Management of Lumbar Degenerative Pathology: A Narrative Review.Medicina (Kaunas, Lithuania) · 2025Review
- Neighborhood socioeconomic disadvantage is not associated with adverse outcomes following elective spine surgery in older Veterans.North American Spine Society journal · 2025Article
- Using Machine Learning to Identify Social Determinants of Health that Impact Discharge Disposition for Hospitalized Patients.Journal of the American Medical Directors Association · 2025Article
- Influence of socioeconomic status on postoperative outcomes in acute type A aortic dissection repair.JTCVS open · 2025Article
- Perioperative complications and cost of posterior decompression with fusion in thoracic spine for ossification of the posterior longitudinal ligament and ossification of the ligamentum flavum -a comparative study using a national inpatient database.BMC musculoskeletal disorders · 2024Article
- Neighborhood socioeconomic disadvantages associated with prolonged length of stay and non-home discharge following revision total hip and knee joint arthroplasty.Journal of clinical orthopaedics and trauma · 2024Article
- In-hospital mortality trends after surgery for traumatic thoracolumbar injury: A national inpatient sample database study.Brain & spine · 2024Article
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Authors and funding
15 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
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.
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