Abstract
Objective
To construct an indicator for assessing the complexity of UK veterans’ needs.
Study design
Cross-sectional, secondary analysis.
Methods
The study applied principal component (PCA) analysis as the method to determine the weights of different needs based on their interactions with each other, the effectiveness of the model was evaluated using bootstrapping. The dataset on UK veterans’ support provided by the “Soldiers, Sailors, Airmen and Families Associations” (SSAFA) (N = 35,208) was considered. The grant applications for different categories of support were used as indicators of different needs. The dimensions of breadth (number of different needs) and depth (number of grant applications to address the need) were incorporated in the assessment of complexity.
Results
The complex needs indicator for the current sample was validated. The majority of cases had a complexity score of 1 or less.
Conclusions
The research suggested and tested an assessment method for the complexity of veterans’ needs, that may be positively associated with higher risk of adverse health outcomes. This indicator can be used by decision-makers for risk stratification of the veteran population, thus supporting the allocation of resources in a more effective way.
To construct an indicator for assessing the complexity of UK veterans’ needs.
Study design
Cross-sectional, secondary analysis.
Methods
The study applied principal component (PCA) analysis as the method to determine the weights of different needs based on their interactions with each other, the effectiveness of the model was evaluated using bootstrapping. The dataset on UK veterans’ support provided by the “Soldiers, Sailors, Airmen and Families Associations” (SSAFA) (N = 35,208) was considered. The grant applications for different categories of support were used as indicators of different needs. The dimensions of breadth (number of different needs) and depth (number of grant applications to address the need) were incorporated in the assessment of complexity.
Results
The complex needs indicator for the current sample was validated. The majority of cases had a complexity score of 1 or less.
Conclusions
The research suggested and tested an assessment method for the complexity of veterans’ needs, that may be positively associated with higher risk of adverse health outcomes. This indicator can be used by decision-makers for risk stratification of the veteran population, thus supporting the allocation of resources in a more effective way.
| Original language | English |
|---|---|
| Article number | 100464 |
| Number of pages | 6 |
| Journal | Public Health in Practice |
| Volume | 7 |
| Early online date | 5 Jan 2024 |
| DOIs | |
| Publication status | Published - 1 Jun 2024 |
Keywords
- Beneficiaries
- Complex needs
- Composite indicators
- Social care
- Veterans