Second, in addition to individual level factors, institutional characteristics of the health facilities where women would attend for delivery have a significant impact on current and future use.
Uses a comprehensive dataset of all visits to California hospitals and links to patient and institutional characteristics, allowing for analysis over a complete population.
27 In order to establish an association between research engagement and improvement in healthcare, it is, therefore, necessary for studies to adjust for such institutional characteristics, 4 and for other attributes such as organisational culture.
Recommendations for target values of the result indicators will be based on the expected values from the respective Poisson models for a given combination of institutional characteristics and adjusted for the institutional BC rate.
First, classic result quality indicators for bloodstream infections (eg, sepsis rates) will be studied using Poisson regression models (adjusted for institutional characteristics) in order to derive relative ranks for feedback to clinical institutions.
On the basis of this target value, recommendations will be made for a given combination of institutional characteristics as a reference for future use in quality control.
Moreover our results are robust even without controls for institutional characteristics suggesting that unique features of the participating hospitals are not responsible for the observed association between higher proportion of non-UK educated nurses and lower patient satisfaction.
Therefore, Poisson regression models adjusted for institutional characteristics will be used in order to evaluate result indicators such as BSI rates or case fatality rates.
For institutional characteristics, the risk of neonatal adverse outcomes was higher in the secondary hospitals, suggesting an ecological relationship between the strength of the health system, urbanisation, and development status; thus, we treated the hospital grade as a confounding factor to be adjusted.
The established breaking points will then be defined as the recommended BC rate target values for the institutions with the respective set of institutional characteristics and will also be reported via web-based feedback for quality control of those hospitals.
