Evidence map›Paper›PMID 35355091›Full record

ArticleEuropean journal of trauma and emergency surgery : official publication of the European Trauma Society2022

Dementia is a surrogate for frailty in hip fracture mortality prediction.

Maximilian Peter Forssten, Ioannis Ioannidis, Ahmad Mohammad Ismail, Gary Alan Bass, Tomas Borg, Yang Cao, Shahin Mohseni

Abstract read
In one paragraph

Article in European journal of trauma and emergency surgery : official publication of the European Trauma Society, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Factors associated with early follow-up attendance after geriatric hip fracture surgery.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2026
    Article
  2. Article
  3. Morbidity prediction in conservatively managed rib fracture patients.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2025
    Article
  4. Article
  5. Observational
  6. The relationship and predictive value of dementia and frailty for mortality in patients with surgically managed hip fractures.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2024
    Article
  7. Observational
  8. Validation of the orthopedic frailty score for measuring frailty in hip fracture patients: a cohort study based on the United States National inpatient sample.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023
    Article
  9. A nationwide analysis on the interaction between frailty and beta-blocker therapy in hip fracture patients.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023
    Article
  10. The mortality burden of frailty in hip fracture patients: a nationwide retrospective study of cause-specific mortality.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023
    Article
  11. Article
  12. 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.

Maximilian Peter ForsstenDepartment of Orthopedics Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.ORCID http://orcid.org/0000-0003-3583-3443
Ioannis IoannidisDepartment of Orthopedics Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.
Ahmad Mohammad IsmailDepartment of Orthopedics Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.ORCID http://orcid.org/0000-0003-3436-1026
Gary Alan BassSchool of Medical Sciences, Orebro University, 702 81, Orebro, Sweden.ORCID http://orcid.org/0000-0002-1918-9443
Tomas BorgDepartment of Orthopedics Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.
Yang CaoSchool of Medical Sciences, Orebro University, 702 81, Orebro, Sweden.ORCID http://orcid.org/0000-0002-3552-9153
Shahin MohseniDivision of Trauma and Emergency Surgery, Department of Surgery, Orebro University Hospital, 701 85, Orebro, Sweden. mohsenishahin@yahoo.com.ORCID http://orcid.org/0000-0001-7097-487X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeAmong hip fracture patients both dementia and frailty are particularly prevalent. The aim of the current study was to determine if dementia functions as a surrogate for frailty, or if it confers additional information as a comorbidity when predicting postoperative mortality after a hip fracture.

methodsAll adult patients who suffered a traumatic hip fracture in Sweden between January 1, 2008 and December 31, 2017 were considered for inclusion. Pathological fractures, non-operatively treated fractures, reoperations, and patients missing data were excluded. Logistic regression (LR) models were fitted, one including and one excluding measurements of frailty, with postoperative mortality as the response variable. The primary outcome of interest was 30-day postoperative mortality. The relative importance for all variables was determined using the permutation importance. New LR models were constructed using the top ten most important variables. The area under the receiver-operating characteristic curve (AUC) was used to compare the predictive ability of these models.

results121,305 patients were included in the study. Initially, dementia was among the top ten most important variables for predicting 30-day mortality. When measurements of frailty were included, dementia was replaced in relative importance by the ability to walk alone outdoors and institutionalization. There was no significant difference in the predictive ability of the models fitted using the top ten most important variables when comparing those that included [AUC for 30-day mortality (95% CI): 0.82 (0.81-0.82)] and excluded [AUC for 30-day mortality (95% CI): 0.81 (0.80-0.81)] measurements of frailty.

conclusionDementia functions as a surrogate for frailty when predicting mortality up to one year after hip fracture surgery. The presence of dementia in a patient without frailty does not appreciably contribute to the prediction of postoperative mortality.

Indexed as

DementiaFrailtyHip FracturesAdultComorbidityHumansRetrospective StudiesRisk FactorsROC CurveDementiaFrailtyHip fractureLogistic regressionMortality predictionPermutation importance

Identifiers

PMID35355091
PMCPMC9532301

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.