Evidence map›Paper›PMID 40831617›Full record

ArticleChina CDC weekly2025

Estimating Hospitalization Expenditures Associated with Chronic Diseases and Multimorbidity for Older Adults - Guangzhou City, Guangdong Province, China, 2017-2019.

Fei Zhao, Yang Li, Xuyan Lou, Molin Li, Chao Ma, Wei Xu, Yangdong Fan, Yang Jiao, Yihan Wu, Zhuo Chen

Abstract read
In one paragraph

Article in China CDC weekly, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Observational
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

10 authors.

Fei ZhaoSchool of Economics, Faculty of Humanities and Social Sciences, University of Nottingham Ningbo China, Ningbo City, Zhejiang Province, China.
Yang LiSchool of Economics, Faculty of Humanities and Social Sciences, University of Nottingham Ningbo China, Ningbo City, Zhejiang Province, China.
Xuyan LouSchool of Economics, Faculty of Humanities and Social Sciences, University of Nottingham Ningbo China, Ningbo City, Zhejiang Province, China.
Molin LiSchool of Economics, Faculty of Humanities and Social Sciences, University of Nottingham Ningbo China, Ningbo City, Zhejiang Province, China.
Chao MaSchool of Economics and Management, Southeast University, Nanjing City, Jiangsu Province, China.
Wei XuSchool of International Pharmaceutical Business, China Pharmaceutical University, Nanjing City, Jiangsu Province, China.
Yangdong FanSchool of Health Management, Guangzhou Medical University, Guangzhou City, Guangdong Province, China.
Yang JiaoDepartment of Accounting, Economics, and Finance, Texas A&M University-Texarkana, Texarkana, TX, USA.
Yihan WuSchool of Economics and Management, Southeast University, Nanjing City, Jiangsu Province, China.
Zhuo ChenSchool of Economics, Faculty of Humanities and Social Sciences, University of Nottingham Ningbo China, Ningbo City, Zhejiang Province, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

What is already known about this topic?: Chronic diseases and multimorbidity impose substantial burdens on healthcare systems globally, particularly in aging populations, resulting in elevated healthcare utilization rates and increased expenditures. What is added by this report?: This study validates previous research findings using an extensive administrative database from a major city in South China. Additionally, it provides comprehensive estimates of annual hospitalization expenditures per patient associated with chronic diseases and multimorbidity patterns among older adults, elucidating the economic burden and cost variations across specific diseases and multimorbidity combinations. Cancer, cerebrovascular disease (CVD), and heart disease - whether occurring individually or in conjunction with other chronic conditions, particularly within complex multimorbidity patterns - were associated with substantial annual hospitalization expenditures and significant healthcare resource utilization. What are the implications for public health practice?: Disease burden studies provide critical evidence for prioritizing public health policies and targeted interventions. Policymakers should implement comprehensive prevention strategies, evidence-based interventions, appropriate reimbursement policies, and integrated management approaches to control disease progression and reduce healthcare expenditures.

Indexed as

ExpendituresHealth EconomicsHospitalizationMultimorbidity

Identifiers

PMID40831617
PMCPMC12360313

What OpenQuestion holds

Textmetadata
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.