Evidence map›Paper›PMID 40442669›Full record

ArticleBMC health services research2025

Exploring the impact of workplace violence on defensive medicine and patient outcomes: an empirical analysis using regression discontinuity.

Guoheng Hu, Ying Li, Haining Zhao

Abstract read
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Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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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.

Guoheng HuYanshan University, Qinhuangdao, Hebei, China.
Ying LiYanshan University, Qinhuangdao, Hebei, China.
Haining ZhaoYanshan University, Qinhuangdao, Hebei, China. 15831014669@163.com.

Funding

the Hebei Provincial Natural Science Foundation Youth Project G2023203015
6 · The paper itself

Abstract

objectiveThis study aims to thoroughly examine the impact of workplace violence incidents in healthcare settings on the structure of medical expenses, with a particular focus on specific changes in defensive medical, and to further investigate the resulting patient outcomes.

methodThis study examines a high-profile workplace violence incident in W City, H Province, China, which had widespread societal impact, treating it as an exogenous shock. Utilizing inpatient medical record data from W City, the study constructs a regression discontinuity model to systematically analyze shifts in medical behaviors related to costs and decision-making following the incident, as well as the implications of these changes on patient burden and health outcomes.

resultsThe findings indicate that workplace violence incidents lead to significant changes in the structure of medical costs, with a notable increase in comprehensive medical service fees and a significant decrease in invasive treatment fees. Further analysis reveals that such incidents trigger pronounced defensive medicine, including extended hospital stays, increased probabilities of departmental transfers, reduced surgical levels, and higher costs and a greater proportion of traditional Chinese medicine in total expenditures. Additionally, in terms of patient outcomes, workplace violence incidents slightly alleviate patients’ out-of-pocket expenses and payment ratios. However, these incidents significantly worsen patients’ primary health indicators and overall health status at discharge.

conclusionWorkplace violence against healthcare professionals significantly impact the structure of medical costs and trigger defensive medicine, characterized by a tendency toward conservative treatment approaches and reduced treatment intensity. While such incidents may partially alleviate patients’ financial burdens, they have detrimental effects on patients’ health outcomes. Therefore, to enhance healthcare quality and safeguard patient well-being, it is imperative to implement measures to mitigate workplace violence in healthcare and encourage medical institutions to prioritize scientific and rational decision-making in treatment practices.

Indexed as

Defensive MedicineWorkplace ViolenceAdultChinaFemaleHealth ExpendituresHumansMaleMiddle AgedRegression AnalysisDefensive medicinePatient outcomesWorkplace violenceWorkplace violence against healthcare professionals

Identifiers

PMID40442669
PMCPMC12124090

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LicenceCC BY-NC-ND
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