Evidence map›Paper›PMID 37349513›Full record

ArticleEuropean journal of trauma and emergency surgery : official publication of the European Trauma Society2023

Validation of the orthopedic frailty score for measuring frailty in hip fracture patients: a cohort study based on the United States National inpatient sample.

Maximilian Peter Forssten, Yang Cao, Ahmad Mohammad Ismail, Ioannis Ioannidis, Lakshika Tennakoon, David A Spain, Shahin Mohseni

Open access · hybridAbstract read
In one paragraph

Article in European journal of trauma and emergency surgery : official publication of the European Trauma Society, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
3.2field-weighted citation impact, top 8% 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

10 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Association Between Depression and Increased Odds of Inpatient Mortality Following Hip Fracture Repair.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2026
    Article
  3. Predictors of 1-year mortality in a clinical cohort of hip fracture patients.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2025
    Article
  4. Article
  5. Review
  6. Predictive ability of frailty scores in surgically managed patients with traumatic spinal injuries: a TQIP analysis.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2025
    Article
  7. Frailty is a predictor of immediate postoperative complications following surgical management of knee dislocations.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2024
    Article
  8. Article
  9. Article
  10. Article
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

7 authors at 2 institutions in 3 countries.

Maximilian Peter ForsstenDepartment of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.
Yang CaoClinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Orebro University, 701 82, Orebro, Sweden.
Ahmad Mohammad IsmailDepartment of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.
Ioannis IoannidisDepartment of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.
Lakshika TennakoonDepartment of Surgery, Section of Trauma and Acute Care Surgery, Stanford University School of Medicine, Stanford, CA, USA.
David A SpainDepartment of Surgery, Section of Trauma and Acute Care Surgery, Stanford University School of Medicine, Stanford, CA, USA.
Shahin MohseniSchool of Medical Sciences, Orebro University, 702 81, Orebro, Sweden. mohsenishahin@yahoo.com.ORCID http://orcid.org/0000-0001-7097-487X
Örebro University · SEStanford University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe Orthopedic Frailty Score (OFS) has been proposed as a tool for measuring frailty in order to predict short-term postoperative mortality in hip fracture patients. This study aims to validate the OFS using a large national patient register to determine its relationship with adverse outcomes as well as length of stay and cost of hospital stay.

methodsAll adult patients (18 years or older) registered in the 2019 National Inpatient Sample Database who underwent emergency hip fracture surgery following a traumatic fall were eligible for inclusion. The association between the OFS and mortality, complications, and failure-to-rescue (FTR) was determined using Poisson regression models adjusted for potential confounders. The relationship between the OFS and length of stay and cost of hospital stay was instead determined using a quantile regression model.

resultsAn estimated 227,850 cases met the study inclusion criteria. There was a stepwise increase in the rate of complications, mortality, and FTR for each additional point on the OFS. After adjusting for potential confounding, OFS 4 was associated with an almost ten-fold increase in the risk of in-hospital mortality [adjusted IRR (95% CI): 10.6 (4.02-27.7), p < 0.001], a 38% increased risk of complications [adjusted IRR (95% CI): 1.38 (1.03-1.85), p = 0.032], and an almost 11-fold increase in the risk of FTR [adjusted IRR (95% CI): 11.6 (4.36-30.9), p < 0.001], compared to OFS 0. Patients with OFS 4 also required a day and a half additional care [change in median length of stay (95% CI): 1.52 (0.97-2.08), p < 0.001] as well as cost approximately $5,200 more to manage [change in median cost of stay (95% CI): 5166 (1921-8411), p = 0.002], compared to those with OFS 0.

conclusionPatients with an elevated OFS display a substantially increased risk of mortality, complications, and failure-to-rescue as well as a prolonged and more costly hospital stay.

Indexed as

FrailtyHip FracturesAdultCohort StudiesHumansInpatientsLength of StayPostoperative ComplicationsRetrospective StudiesRisk FactorsUnited StatesComplicationHip fractureMortalityOrthopedic frailty scoreRisk stratification

Identifiers

PMID37349513
PMCPMC10520138
OpenAlexW4381715211

What OpenQuestion holds

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LicenceCC BY
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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.