Evidence map›Paper›PMID 41592022›Full record

ArticlePloS one2026

Pathways to promote the performance of healthcare financial expenditure from an audit perspective: Evidence from Hunan Province.

Shengchun Ling, Xiaoqi Tang, Qiaojun Shi

Abstract read
In one paragraph

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

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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Shengchun LingSchool of Business, Hunan Agricultural University, Changsha, China.
Xiaoqi TangSchool of Business, Hunan Agricultural University, Changsha, China.
Qiaojun ShiSchool of Business, Hunan Agricultural University, Changsha, China.ORCID https://orcid.org/0009-0000-4533-0933

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Strengthening the audit supervision of healthcare financial expenditures and improving the performance of healthcare expenditures are critical to achieving the Healthy China strategy. This study uses data from 14 cities in Hunan Province from 2013 to 2022 and employs the DEA-Malmquist analysis method to analyze the existing problems and institutional incentives for healthcare financial expenditures in Hunan Province on the basis of estimating the performance of healthcare financial expenditures in each city. The results show that the overall performance level of healthcare financial expenditure in Hunan Province is low, and the efficiency of healthcare expenditure is trending downward. The majority of cities are in the state of increasing scale efficiency of healthcare expenditure, with insufficient scale of inputs. The main reason for the decline in efficiency is the low technological progress change index. The fundamental reasons are the shortcomings of the healthcare financial expenditure system, insufficient binding force, and inadequate supervision. Based on this, the article explores the audit mechanism of changes in expenditure performance, and then proposes specific ways for the audit to promote the improvement of healthcare financial expenditure performance, in order to give full play to the supervision and guarantee role of the audit in promoting healthcare financial expenditure performance.

Indexed as

Delivery of Health CareHealth ExpendituresChinaHumans

Identifiers

PMID41592022
PMCPMC12843594

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.