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Lifestyle and socioeconomic determinants of diabetes: Evidence from country-level data.

Selena E RichardsChandana WijeweeraAlbert Wijeweera
Published in: PloS one (2022)
Statistically significant global lifestyle and socioeconomic determinants of diabetes prevalence include alcohol consumption; tobacco consumption; overweight prevalence; per capita income; total population and unemployment rates. Determinants of diabetes include modifiable risk factors which are consistent at both the micro and macro level and include tobacco consumption and overweight prevalence. Factors which are non-modifiable and warrant further investigation include total population and unemployment rates, which were inversely associated with diabetes prevalence and are a product of other underlying factors. Other determinants such as alcohol consumption was also inversely associated with diabetes prevalence, but has been observed to have both negative and positive associations with diabetes at the micro-level. These associations were dependent upon the amount of alcohol consumed. Global cut-off point of alcohol consumption is critical to establish global policies to reduce diabetes prevalence. Overall, the use of cross-sectional based study for country level aggregate data is a critical tool that should be considered when making global joint strategies or policies against diabetes in both data analysis and decision making.
Keyphrases
  • alcohol consumption
  • risk factors
  • type diabetes
  • cardiovascular disease
  • glycemic control
  • data analysis
  • physical activity
  • weight loss
  • cross sectional
  • decision making
  • machine learning
  • weight gain
  • deep learning