BMC Public Health · 2014 · 47 citations · 34 references
Public HealthPopulation Health SciencesPopulation HealthSocial Determinants Of HealthSpatial EpidemiologyDiabetes MellitusHealth DisparitiesNeighborhood DeprivationObesity EpidemiologySocioeconomic Determinants Of HealthSocioeconomic Determinants Of ObesityArea-based Deprivation IndicesArea-level Socioeconomic DeprivationConfidence Intervals For Odds RatiosDeprivation IndexesGeographical DisparitiesMultidimensional DeprivationNeighborhood Deprivation IndexSocio-demographic Inequalities
BACKGROUND: The objective of this study was to analyse the association between area deprivation at municipality level and the prevalence of type 2 diabetes (T2D) and obesity across Germany, controlling for individual socioeconomic status (SES). METHODS: The analyses are based on a large survey conducted in 2006. Information was included from 39,908 adults aged 20 years or above. Area deprivation was assessed using the German Index of Multiple Deprivation (GIMD) at municipality level. About 4,700 municipalities could be included and assigned to a deprivation quintile. Individual SES was assessed by income and educational level. Multilevel logistic models were used to control for individual SES and other potential confounders such as age, sex and physical activity. RESULTS: We found a positive association of area deprivation with T2D and obesity. Controlling for all individual-level variables, the odds ratios for municipalities in the most deprived quintile were significantly increased for T2D (OR 1.35; 95% CI 1.12-1.64) as well as for obesity (OR 1.14; 95% CI 1.02-1.26). Further analyses showed that these associations were relatively similar for both men and women. CONCLUSIONS: Based on a nationwide dataset, we were able to show that area deprivation at municipality level is significantly associated with the prevalence of T2D and obesity. It will be important to focus preventive efforts on very deprived municipalities.
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Measuring Multiple Deprivation at the Small-Area Level
Michael Noble, Gemma Wright, George Smith et al. · Environment and Planning A Economy and Space · 2006 · 500 citations