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Spatial variation of heart failure and air pollution in Warwickshire, UK: an investigation of small scale variation at the ward-level
  1. Oscar Bennett1,
  2. Ngianga-Bakwin Kandala2,3,
  3. Chen Ji2,
  4. John Linnane1,
  5. Aileen Clarke2
  1. 1Public Health Warwickshire, Communities Group, Warwickshire County Council, Warwick, UK
  2. 2Division of Health Sciences, University of Warwick Medical School, Coventry, UK
  3. 3Division of Epidemiology and Biostatistics, School of Public Health, University of Witwatersrand, Johannesburg, South Africa
  1. Correspondence to Dr Ngianga-Bakwin Kandala; N-B.Kandala{at}warwick.ac.uk

Abstract

Objectives To map using geospatial modelling techniques the morbidity and mortality caused by heart failure within Warwickshire to characterise and quantify any influence of air pollution on these risks.

Design Cross-sectional.

Setting Warwickshire, UK.

Participants Data from all of the 105 current Warwickshire County wards were collected on hospital admissions and deaths due to heart failure.

Results In multivariate analyses, the presence of higher mono-nitrogen oxide (NOx) in a ward (3.35:1.89, 4.99), benzene (Ben) (31.9:8.36, 55.85) and index of multiple deprivation (IMD; 0.02: 0.01, 0.03), were consistently associated with a higher risk of heart failure morbidity. Particulate matter (Pm; −12.93: −20.41, −6.54) was negatively associated with the risk of heart failure morbidity. No association was found between sulfur dioxide (SO2) and heart failure morbidity. The risk of heart failure mortality was higher in wards with a higher NOx (4.30: 1.68, 7.37) and wards with more inhabitants 50+ years old (1.60: 0.47, 2.92). Pm was negatively associated (−14.69: −23.46, −6.50) with heart failure mortality. SO2, Ben and IMD scores were not associated with heart failure mortality. There was a prominent variation in heart failure morbidity and mortality risk across wards, the highest risk being in the regions around Nuneaton and Bedworth.

Conclusions 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.

  • EPIDEMIOLOGY
  • SOCIAL MEDICINE

This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/

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