Evidence map›Paper›PMID 37780772›Full record

ArticleHeliyon2023

Development of a prediction model for postoperative complications and economic burden analysis in older patients with hip fractures.

Haoning Shi, Ying Gao, Wanying Zhao, Hongyu Wang, Xueqian Wu, Fei Wang, Xiao Yang, Jing Li

Open access · goldAbstract read
In one paragraph

Article in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.6field-weighted citation impact, top 17% 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

5 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Observational
  3. Article
  4. Article
  5. 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

8 authors at 1 institution in 1 country.

Haoning ShiSchool of Nursing, Weifang Medical University, Weifang 261053, Shandong Province, PR China.
Ying GaoSchool of Nursing, Weifang Medical University, Weifang 261053, Shandong Province, PR China.
Wanying ZhaoSchool of Public Health, Weifang Medical University, Weifang 261053, Shandong Province, PR China.
Hongyu WangSchool of Public Health, Weifang Medical University, Weifang 261053, Shandong Province, PR China.
Xueqian WuSchool of Public Health, Weifang Medical University, Weifang 261053, Shandong Province, PR China.
Fei WangSchool of Public Health, Weifang Medical University, Weifang 261053, Shandong Province, PR China.
Xiao YangSchool of Nursing, Weifang Medical University, Weifang 261053, Shandong Province, PR China.
Jing LiSchool of Public Health, Weifang Medical University, Weifang 261053, Shandong Province, PR China.
Weifang Medical University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: The high rates of disability and mortality due to postoperative complications of hip fractures in the elderly, especially the oldest-old individuals, have become an increasingly serious global public health concern. This study aimed to establish a nomogram prediction model and analyze the economic burden to guide clinical decision-making and improve patient prognosis. Methods: Data of 514 patients aged over 80 years with hip fractures who received surgical treatment were retrospectively collected, and the patients were divided into training and validation cohorts. Independent risk factors for postoperative complications were identified based on logistic regression analysis, and a nomogram was constructed. The model was evaluated for its discrimination and consistency using receiver operating characteristic (ROC) curves and calibration curves, and for its clinical benefit using decision curve analysis (DCA). The economic burden was analyzed using propensity score matching (PSM). Results: The American Society of Anesthesiologists (ASA) classification ≥Ⅲ, anemia, male sex, diabetes mellitus, and the number of comorbidities were found to be independent risk factors for postoperative complications in oldest-old patients with hip fracture (all Conclusions: The nomogram model can accurately quantify the risk of postoperative complications among oldest-old patients with hip fractures and guide clinical professionals to implement early and targeted preventive treatment for high-risk patients.

Indexed as

Economic burdenElderlyHip fractureNomogramPostoperative complicationsRisk factors

Identifiers

PMID37780772
PMCPMC10539933
OpenAlexW4386898814

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.