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Socio-economic status was characterised using the ward level Carstairs Index scores (Dale and Marsh, 1993).
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Weight was measured using the ward chair scales.
However, it is also important to bear in mind that this is an ecological study and all the relationships picked up between variables in this study have been found using aggregate data at the ward level (number over 50 years of age, average IMD score, average air pollution across ward, overall numbers of deaths and hospital admissions due to heart failure).
Spatially smoothed rates of hospitalization at the ward level were estimated using Empirical Bayesian Kriging (EBK) (Pfeiffer et al., 2008).
At the ward level, planning meetings were used to create awareness.
Researchers have used different approaches to classify nursing service organization at the ward level.
Target population data were generated at the ward level, and this information was used to determine the number of teams needed in a ward.
All data were aggregated to the ward level and two-level analyses were used to assess the relationships.
A substantial portion of the differences in the use of coercive measures can be attributed to the ward level.
A stepwise approach will be used for the identification of measures to improve transitional care at the ward level, in the hospital and nursing homes.
The greater level of significance in the county district compared to the ward level analyses highlight the need to perform ecological studies using small areal units.
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