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Hospital characteristics associated with unplanned readmissions
M Z Ansari1, B T Collopy, J L Booth
1Australian Council on Healthcare Standards Care Evaluation Program.
Insights
Unplanned hospital readmissions are higher in public and larger hospitals. Hospital characteristics significantly influence readmission risk, impacting quality assessment.
Area of Science:
- Healthcare quality improvement
- Hospital performance metrics
- Patient safety and outcomes
Background:
- Unplanned hospital readmissions are a key indicator in healthcare accreditation.
- The definition emphasizes unexpected readmissions to differentiate from disease progression.
Purpose of the Study:
- To examine the association between hospital characteristics and unplanned readmissions.
- To assess the utility of unplanned readmissions as an internal quality improvement tool.
Main Methods:
- Logistic regression analysis of hospital survey data from 1993.
- Examination of factors including hospital type (public/private) and bed size.
- Analysis of readmission risk in rural versus metropolitan settings.
Main Results:
- Public hospitals showed a higher risk of unplanned readmissions than private hospitals.
- Larger hospitals (over 200 beds) had a higher risk compared to smaller ones (1-100 beds).
- Rural hospitals with 101-200+ beds had lower readmission risk than 1-100 bed hospitals, while metropolitan hospitals showed increased risk with size.
Conclusions:
- Hospital characteristics significantly affect unplanned readmission rates.
- Unplanned readmissions are useful for internal quality review but require clinical context for external performance measurement.
- Accurate assessment necessitates considering hospital size, location, and the unexpected nature of readmissions.
Abstract:
The rate of unplanned readmission of patients to hospitals has been introduced into the Australian Council on Healthcare Standards accreditation program as an internal flag of problems in patient management and outcome. An emphasis, in the indicator definition, is placed on the unexpected nature of the admissions to exclude those which are unplanned but simply due to progression of a disease, and are therefore not 'unexpected'. The association of hospital characteristics with unplanned readmissions was examined using logistic regression on the data collected from hospitals surveyed in 1993. The risk of unplanned readmission was significantly higher in public hospitals than in private hospitals. Hospital bed-size also reflected differences in the risk of unplanned readmission, being significantly higher for hospitals with over 200 beds than for those with 1-100 beds. In rural areas, the risk of unplanned readmission was significantly lower in hospitals with 101-200 beds and over 200 beds compared to hospitals with 1-100 beds (p for trend = .004). However, in metropolitan areas, the risk of unplanned readmission increased with the size of the hospitals (p for trend < .0001). Monitoring of unplanned readmissions prompted internal clinical review and action in 31 per cent of hospitals, demonstrating the indicator's usefulness as an internal quality tool. However, the use of unplanned readmissions as an external performance measure must take into account a hospital's characteristics and will remain of limited value in the absence of clinical information about the expected or unexpected nature of the readmissions.
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