Evidence map›Paper›PMID 42730709›Full record

ArticleGlobal spine journal2026

National Utilization of Navigation and Robotics in Inpatient Spinal Fusion Remains Low but is Increasing, 2016-2022.

Mitchell K Ng, Leonidas E Mastrokostas, Paul G Mastrokostas, Gregorio Baek, Matthew Meade, Mohamed Said, Pemla Jagtiani, Jad Bou Monsef, Afshin E Razi, Barrett Woods and 9 more

Abstract read
In one paragraph

Article in Global spine journal, 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
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

19 authors.

Mitchell K NgThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.ORCID 0000-0002-5831-055X
Leonidas E MastrokostasDepartment of Orthopaedic Surgery, SUNY Downstate Health Sciences University, Brooklyn, NY, USA.ORCID 0009-0006-8926-3502
Paul G MastrokostasDepartment of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, NY, USA.ORCID 0000-0002-1196-517X
Gregorio BaekThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.
Matthew MeadeThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.
Mohamed SaidDepartment of Orthopaedic Surgery, SUNY Downstate Health Sciences University, Brooklyn, NY, USA.
Pemla JagtianiDepartment of Neurosurgery, Cooper University Health Care, Camden, NJ, USA.ORCID 0000-0002-6075-0255
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.
Barrett WoodsThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.
Mark F KurdThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.
Ian David KayeThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.ORCID 0000-0002-0797-8760
Zachary WiltThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.
Thomas D ChaThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.
Alan S HilibrandThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.ORCID 0000-0001-8811-9687
Alexander R VaccaroThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.
Gregory D SchroederThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.
Christopher K KeplerThomas Jefferson University Hospital, Rothman Orthopaedic Institute, Philadelphia, PA, USA.
Andrew P AlvarezAdventHealth, Rothman Orthopaedic Institute, Orlando, FL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Study DesignRetrospective cohort study.ObjectivesAdoption patterns in spinal fusion remain poorly defined at the national level. This study aimed to evaluate national adoption trends of navigation and robotics in spine fusion from 2016 to 2022.MethodsThe National Inpatient Sample was queried for adult spinal fusion hospitalizations between 2016 and 2022. Procedures were categorized as navigation-assisted, robotic-assisted, or conventional. Outcomes included frequency of utilization, complications, and discharge disposition. National estimates were generated using survey weights, and outcomes were compared across groups.ResultsOf 2,057,450 inpatient spinal fusions from 2016 to 2022, 152,155 (7.4%) incorporated technology-120,525 (5.9%) navigation and 31,630 (1.5%) robotics. Technology utilization increased from 2.7% in 2016 to 13.3% in 2022 (navigation 2.30% to 10.39%; robotics 0.36% to 2.90%). Mean unadjusted complication rates were 20.9% for conventional cases, 25.6% for navigation-assisted cases, and 22.4% for robotic-assisted cases, with non-routine discharge also varying across cohorts and spinal regions. However, these findings should be interpreted cautiously, as selection bias and unmeasured differences in case complexity likely influenced technology use and associated outcomes. Further study with more granular clinical data is needed to better define the relationship between these technologies and perioperative outcomes.ConclusionsThis national study characterized trends in navigation/robotic-assisted spinal fusion. Although adoption remained modest, robotics expanded at a steeper trajectory than navigation. Despite observed differences in unadjusted complication profiles across cohorts, these findings should be interpreted cautiously given likely selection bias and unmeasured case complexity, and prospective studies are needed to determine long-term outcomes.

Indexed as

complicationsinpatientnational trendsnavigationprognostic level IIIroboticsspinal fusion

Identifiers

PMID42730709
PMCPMC13570941

What Socratic holds

Textmetadata
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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 Socratic graph.