Spatial variation of heart failure and air pollution in Warwickshire, UK: an investigation of small scale variation at the ward-level.

This study showed distinct spatial patterns in heart failure morbidity and mortality, suggesting the potential role of environmental factors beyond individual-level risk factors. Air pollution levels should therefore be taken into account when considering the wider determinants of public health and the impact that changes in air pollution might have on the health of a population.