ArticleGlobal spine journal2021
Achieving Value in Spine Surgery: 10 Major Cost Contributors.
Article in Global spine journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
What it found
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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.
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.
Who cites it
10 citing papers in PubMed.
- Specialist-Led Care: A Selective Advantage in Supply Chain Management, Collaborative Aggregation, and Scale.International journal of spine surgery · 2026Article
- The Future of Endoscopic Spine Surgery in the United States: Lifeline or Liability?International journal of spine surgery · 2026Article
- Spine-Related Health Care Utilization and Costs Following Orthobiologic Injection Versus Lumbar Surgery for Degenerative Spine Conditions.medRxiv : the preprint server for health sciences · 2026Article
- Do GLP-1 agonists affect perioperative risk in spine surgery? A systematic review and meta-analysis.North American Spine Society journal · 2026Review
- Article
- Prior year hospital admission predicts 30-day hospital readmission after spine surgery.North American Spine Society journal · 2025Article
- Is the Use of Intraoperative Neuromonitoring Justified During Lumbar Anterior Approach Surgery?International journal of spine surgery · 2024Article
- New frontiers in intraoperative neurophysiologic monitoring: a narrative review.Annals of translational medicine · 2023Review
- Intraoperative triggered electromyographic monitoring of pedicle screw efficiently reduces the lumbar pedicle breach and re-operative rate-a retrospective analysis based on postoperative computed tomography scan.BMC musculoskeletal disorders · 2023Article
- Identifying high healthcare utilizers following cervical spine surgery using comprehensive predictive modeling techniques.Journal of craniovertebral junction & spineArticle
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
STUDY
designNarrative Review.
objectivesThe increasing cost of healthcare overall and for spine surgery, coupled with the growing burden of spine-related disease and rising demand have necessitated a shift in practice standards with a new emphasis on value-based care. Despite multiple attempts to reconcile the discrepancy between national recommendations for appropriate use and the patterns of use employed in clinical practice, resources continue to be overused-often in the absence of any demonstrable clinical benefit. The following discussion illustrates 10 areas for further research and quality improvement.
methodsWe present a narrative review of the literature regarding 10 features in spine surgery which are characterized by substantial disproportionate costs and minimal-if any-clear benefit. Discussion items were generated from a service-wide poll; topics mentioned with great frequency or emphasis were considered. Items are not listed in hierarchical order, nor is the list comprehensive.
resultsWe describe the cost and clinical data for the following 10 items: Over-referral, Over-imaging & Overdiagnosis; Advanced Imaging for Low Back Pain; Advanced imaging for C-Spine Clearance; Advanced Imaging for Other Spinal Trauma; Neuromonitoring for Cervical Spine; Neuromonitoring for Lumbar Spine/Single-Level Surgery; Bracing & Spinal Orthotics; Biologics; Robotic Assistance; Unnecessary perioperative testing.
conclusionsIn the pursuit of value in spine surgery we must define what quality is, and what costs we are willing to pay for each theoretical unit of quality. We illustrate 10 areas for future research and quality improvement initiatives, which are at present overpriced and underbeneficial.
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Registered trials
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