The analysis identified New York, Texas, and Florida as outliers in the relationship between annual flu deaths and vulnerable age populations. Notably, New York exhibited a higher ratio of flu deaths compared to its vulnerable age population, possibly attributable to the density of urban centers such as New York City. In contrast, Texas and Florida, despite having high vulnerable age populations, experienced relatively lower annual flu deaths, potentially influenced by lower population density in key cities.
In conclusion, the data-driven approach recommends prioritizing states with higher vulnerable age populations and elevated flu deaths for medical staffing deployment. States such as California, New York, and Texas should receive increased attention. Conversely, regions with lower flu mortality rates, exemplified by Washington DC or Alaska, necessitate proportionately reduced staffing allocation. This comprehensive analysis, encapsulated in a structured spreadsheet, ensures informed decision-making for optimizing medical personnel deployment during influenza outbreaks.