Evidence map›Paper›PMID 42707106›Full record

ArticleFrontiers in endocrinology2026

Influencing factors of hospitalization costs for patients with subsequent osteoporotic hip fractures: multilevel model analysis by fracture episode.

Jing Yan, Bifan Zhu, Yan Zhang, Xiaoting Yang, Nan Zhang, Bao Liu, Chunlin Jin

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Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

7 authors.

Jing YanShanghai Health Development Research Center (Shanghai Medical Information Center), Shanghai, China.
Bifan ZhuShanghai Health Development Research Center (Shanghai Medical Information Center), Shanghai, China.
Yan ZhangDepartment of Endocrinology, Shanghai Baoshan Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai, China.
Xiaoting YangDepartment of Physical Medicine and Rehabilitation, Shanghai Putuo People's Hospital, Shanghai, China.
Nan ZhangShanghai Health Development Research Center (Shanghai Medical Information Center), Shanghai, China.
Bao Liu *Department of Health Economics, School of Public Health, Fudan University, Shanghai, China.
Chunlin Jin *Shanghai Health Development Research Center (Shanghai Medical Information Center), Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Osteoporotic hip fractures often require immediate inpatient care and impose a substantial financial burden. Previous studies mainly focused on overall costs for patients with refractures, without disaggregating hospitalization costs by episode, leaving the determinants of first- and second-admission costs unclear in this subgroup. This study aimed to examine factors associated with hospitalization costs for each episode and to identify factors characterizing cost differences between the two hip-fracture hospitalizations in patients with subsequent osteoporotic hip fractures. Methods: Data were obtained from the Shanghai Health Statistics Center, covering all medical institutions in Shanghai, China, from January 1, 2013, to December 31, 2022. Multilevel models were used to identify factors related to hospitalization costs for the first and second fractures. Hospitalization variations and cost differences between the two fracture episodes were examined, and multivariable quantile regression was used to explore factors associated with cost differences. Results: Of 43,963 patients hospitalized for their first osteoporotic hip fracture, 1,152 experienced a subsequent hip fracture and required rehospitalization during the study period. At the first fracture, most patients were female (78.73%) and aged ≥80 years (57.47%). Grade-A tertiary hospitals represented 27.59% ( Conclusions: Among patients with subsequent osteoporotic hip fractures, grade-A tertiary hospitals were associated with higher adjusted costs than grade-B secondary hospitals for both fracture episodes, and inpatient costs increased progressively with higher surgery levels and longer LOS. Between-episode variations in hospital level, surgery level, and LOS exhibited heterogeneous effects on cost differences across quantiles. These findings highlight the need for episode-specific cost-control strategies that also account for variations between the two hospitalizations.

Indexed as

Hip FracturesHospital CostsHospitalizationOsteoporotic FracturesAgedAged, 80 and overChinaFemaleHumansMaleMiddle AgedMultilevel AnalysisProximal Femoral Fractureshospitalizationhospital-level clusteringinpatient costsosteoporotic hip fracturerefracture

Identifiers

PMID42707106
PMCPMC13547062

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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 OpenQuestion graph.