Cardiovascular risk behavior among industrial workers in the Northeast of Brazil: a cluster analysis

Cien Saude Colet. 2022 Apr;27(4):1403-1412. doi: 10.1590/1413-81232022274.07122021. Epub 2021 Jun 3.

Abstract

This research aimed to investigate the occurrence of clusters of cardiovascular risk behaviors and their association with social demographic and occupational characteristics in a population of industrial workers in the metropolitan area of Recife, Brazil. It was a transversal study with 727 workers of both genders. We identified cluster distribution from the variables: smoking, alcohol consumption, physical activity and waist circumference, by a combination of hierarchical and non-hierarchical analysis. We later tested the association with the social demographic and occupational variables with a multi-varied analysis. We have identified a protection cluster (sufficient physical activity, moderate alcohol consumption) and a risk cluster (high waist circumference, sedentarism, smoking, excessive alcohol consumption). The protection cluster was positively associated with night shift or variable shift work (RP: 1.66, IC95%: 1.26-2.17), and the risk cluster was associated with women (RP: 1.15, IC95%: 1.01-1.31). Cluster analysis allowed to identify that, for day shift workers and women, the shortest daytime outside the work environment can influence the adoption of cardiovascular risk behaviors.

MeSH terms

  • Brazil / epidemiology
  • Cardiovascular Diseases* / epidemiology
  • Cluster Analysis
  • Cross-Sectional Studies
  • Female
  • Heart Disease Risk Factors
  • Humans
  • Male
  • Risk Factors
  • Work Schedule Tolerance