# Readmission After Ischemic Stroke in Ningxia, China, From 2017 to 2021: Retrospective Cohort Study

**Authors:** Hua Meng, Xingtian Wang, Dongfeng Pan, Xinya Su, Wenwen Lu, Zhuo Liu, Yuhui Geng, Xiaojuan Ma, Ting Pan, Peifeng Liang

PMC · DOI: 10.2196/67522 · Interactive Journal of Medical Research · 2025-07-03

## TL;DR

This study analyzed readmission rates after ischemic stroke in China and found diabetes increases risk while being female reduces it.

## Contribution

Identified consistent risk factors for ischemic stroke readmission over time using a large retrospective cohort in Ningxia, China.

## Key findings

- 12.7% of ischemic stroke patients were readmitted within 5 years.
- Diabetes increased readmission risk, while female gender was a protective factor.
- Risk factors remained consistent across different time points.

## Abstract

Stroke remains a major cause of death and disability worldwide. Ischemic stroke is the most common type of stroke. Readmissions after hospitalization increase the patient burden and waste health resources.

This study aimed to calculate rehospitalization rates and explore risk factors associated with rehospitalization in ischemic stroke.

In this retrospective cohort study, we identified 12,782 patients admitted for ischemic stroke at People’s Hospital of Ningxia Hui Autonomous Region between January 2017 and December 2021. Groups were determined based on the ID number. The most important factors were selected using the Least Absolute Shrinkage and Selection Operator regression model. Stabilized inverse probability of treatment weighting (SIPTW) was used to correct baseline imbalances between groups. The adjusted hazard ratios and Kaplan-Meier survival curves of significant factors after SIPTW were calculated using stepwise backward Cox regression.

A total of 10,727 patients were included in the study. Among them, 12.7% and 7.2% were readmitted within 5 years and 1 year, respectively. Stepwise backward Cox analysis of SIPTW showed that diabetes was the influencing factor for rehospitalization within 5 years (1.15, 1.02‐1.30) and 1 year (1.21, 1.03‐1.43). Additionally, the female gender was identified as a protective factor against readmission within 5 years (0.83, 0.74‐0.93).

Although the rate of rehospitalization varied among patients with ischemic stroke at different time points, the significant factors remained consistent. Therefore, early prevention and treatment methods may be consistent.

## Linked entities

- **Diseases:** ischemic stroke (MONDO:1060198), diabetes (MONDO:0005015)
- **Species:** Homo sapiens (taxon 9606)

## Full-text entities

- **Diseases:** death (MESH:D003643), Ischemic Stroke (MESH:D002544), diabetes (MESH:D003920), Stroke (MESH:D020521)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12244268/full.md

## References

51 references — full list in the complete paper: https://tomesphere.com/paper/PMC12244268/full.md

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Source: https://tomesphere.com/paper/PMC12244268