Evidence map›Paper›PMID 37002428›Full record

ArticleEuropean geriatric medicine2023

Using pre-fracture mobility to augment prediction of post-operative outcomes in hip fracture.

Thomas A Stubbs, William J Doherty, Andrew Chaplin, Sarah Langford, Mike R Reed, Avan A Sayer, Miles D Witham, Antony K Sorial

Open access · hybridAbstract read
In one paragraph

Article in European geriatric medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
4.8field-weighted citation impact, top 5% 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, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.

  1. Pooled it
  2. Observational
  3. Disease Burden Attributable to Hip Fractures in Asian Women.International journal of women's health · 2026
    Article
  4. Article
  5. Article
  6. Pre-fracture functional status and 30-day recovery predict 5-year survival in patients with hip fracture: findings from a prospective real-world study.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2025
    Observational
  7. Article
  8. Article
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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

8 authors at 2 institutions in 1 country.

Thomas A StubbsAGE Research Group, NIHR Newcastle Biomedical Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University and Newcastle Upon Tyne Hospitals NHS Foundation Trust, Campus for Ageing and Vitality, Newcastle-Upon-Tyne, NE4 5PL, UK.ORCID http://orcid.org/0000-0002-8679-1290
William J DohertyAGE Research Group, NIHR Newcastle Biomedical Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University and Newcastle Upon Tyne Hospitals NHS Foundation Trust, Campus for Ageing and Vitality, Newcastle-Upon-Tyne, NE4 5PL, UK.ORCID http://orcid.org/0000-0003-0308-6674
Andrew ChaplinDepartment of Trauma and Orthopaedics, Northumbria Healthcare NHS Foundation Trust, Newcastle Upon Tyne, NE27 0QJ, UK.
Sarah LangfordDepartment of Trauma and Orthopaedics, Northumbria Healthcare NHS Foundation Trust, Newcastle Upon Tyne, NE27 0QJ, UK.
Mike R ReedDepartment of Trauma and Orthopaedics, Northumbria Healthcare NHS Foundation Trust, Newcastle Upon Tyne, NE27 0QJ, UK.
Avan A SayerAGE Research Group, NIHR Newcastle Biomedical Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University and Newcastle Upon Tyne Hospitals NHS Foundation Trust, Campus for Ageing and Vitality, Newcastle-Upon-Tyne, NE4 5PL, UK.ORCID http://orcid.org/0000-0003-1283-6457
Miles D Witham *AGE Research Group, NIHR Newcastle Biomedical Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University and Newcastle Upon Tyne Hospitals NHS Foundation Trust, Campus for Ageing and Vitality, Newcastle-Upon-Tyne, NE4 5PL, UK. Miles.Witham@newcastle.ac.uk.ORCID http://orcid.org/0000-0002-1967-0990
Antony K Sorial *Department of Trauma and Orthopaedics, Northumbria Healthcare NHS Foundation Trust, Newcastle Upon Tyne, NE27 0QJ, UK. Tony.Sorial@newcastle.ac.uk.ORCID http://orcid.org/0000-0002-4449-014X
NIHR Newcastle Biomedical Research Centre · GBNorthumbria Healthcare NHS Foundation Trust · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposePre-operative scores based on patient characteristics are commonly used to predict hip fracture outcomes. Mobility, an indicator of pre-operative function, has been neglected as a potential predictor. We assessed the ability of pre-fracture mobility to predict post-operative outcomes following hip fracture.

methodsWe analysed prospectively collected data from hip fracture surgery patients at a large-volume trauma unit. Mobility was classified into four groups. Post-operative outcomes studied were mortality and residence at 30 days, medical complications within 30- or 60-days post-operatively, and prolonged length of stay (LOS, ≥ 28 days). We performed multivariate regression analyses adjusting for age and sex to assess the discriminative ability of the Nottingham Hip Fracture Score (NHFS), with and without mobility, for predicting outcomes using the area under the receiver operating characteristic curve (AUROC).

results1919 patients were included, mean age 82.6 (SD 8.2); 1357 (70.7%) were women. Multivariate analysis demonstrated patients with worse mobility had a 1.7-5.5-fold higher 30-day mortality (p ≤ 0.001), and 1.9-3.2-fold higher likelihood of prolonged LOS (p ≤ 0.001). Worse mobility was associated with a 2.3-3.8-fold higher likelihood of living in a care home at 30-days post-operatively (p < 0.001) and a 1.3-2.0-fold higher likelihood of complications within 30 days (p ≤ 0.001). Addition of mobility improved NHFS discrimination for discharge location, AUROC NHFS 0.755 [0.733-0.777] to NHFS + mobility 0.808 [0.789-0.828], and LOS, AUROC NHFS 0.584 [0.557-0.611] to NHFS + mobility 0.616 [0.590-0.643].

conclusionIncorporating mobility assessment into risk scores may improve casemix adjustment, prognostication following hip fracture, and identify high-risk patient groups requiring enhanced post-operative care at admission.

Indexed as

Hip FracturesAged, 80 and overFemaleHospitalizationHumansMaleRisk AssessmentRisk FactorsROC CurveFrailtyHip fractureMobilityNottingham Hip Fracture ScorePrognostication

Identifiers

PMID37002428
PMCPMC10113355
OpenAlexW4362458430

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.