Patient Readmission for Ischemic Stroke: Risk Factors and Impact on Mortality
Chuang Liu1,2, Li Luo2, Xiaozhou He2
1Chengdu Vocational & Technical College of Industry, Chengdu, Sichuan, China.
Insights
Patient readmission for ischemic stroke increases mortality risk. Identifying risk factors like prior admissions and urban residence can inform targeted policies to reduce stroke readmissions and improve patient outcomes.
Area of Science:
- Neurology
- Public Health
- Health Services Research
Background:
- Ischemic stroke readmissions strain healthcare systems.
- Understanding readmission risk factors and mortality impact in China is limited.
- A comprehensive population study is needed.
Purpose of the Study:
- To identify risk factors for ischemic stroke readmission.
- To assess the impact of readmission on patient mortality in China.
- To inform policy development for stroke care.
Main Methods:
- Retrospective cohort study of 125,397 ischemic stroke admissions (2015-2018).
- Data from 838 hospitals across 22 regions in western China.
- Accelerated failure time (AFT) shared frailty models used for analysis.
Main Results:
- Identified risk factors: frequent admission history, male gender, employee insurance, advanced age, urban residence, low-level hospital index admission, extended LOS, comorbidities, and stroke subtypes.
- Ischemic stroke readmission increased patient mortality by 16.4% (P < .001).
- Stroke readmission is linked to higher hospital mortality risk.
Conclusions:
- Key risk factors for ischemic stroke readmission have been identified.
- Readmission significantly elevates the risk of mortality for stroke patients.
- Targeted policies focusing on identified risk factors can reduce stroke readmissions and mortality.
Abstract:
Patient readmission for ischemic stroke significantly strains the healthcare and medical insurance systems. Current understanding of the risk factors associated with these readmissions, as well as their subsequent impact on mortality within China, remains insufficient. This is particularly evident in the context of comprehensive, contemporary population studies. This 4-year retrospective cohort study included 125 397 hospital admissions for ischemic stroke from 838 hospitals located in 22 regions (13 urban and 9 rural) of a major city in western China, between January 1, 2015 and December 31, 2018. The Chi-square tests were used in univariate analysis. Accounting for intra-subject correlations of patients' readmissions, accelerated failure time (AFT) shared frailty models were used to examine readmission events and pure AFT models for mortality. Risk factors for patient readmission after ischemic stroke include frequent admission history, male gender, employee's insurance, advanced age, residence in urban areas, index hospitalization in low-level hospitals, extended length of stay (LOS) during index hospitalization, specific comorbidities and subtypes of ischemic stroke. Furthermore, our findings indicated that an additional admission for ischemic stroke increased patient mortality by 16.4% (P < .001). Stroke readmission contributed to an increased risk of hospital mortality. Policymakers can establish more effective and targeted policies to reduce readmissions for stroke by controlling these risk factors.
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