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Income in relation to obesity measures in an East German adult population: findings from the LIFE-Adult-Study
BACKGROUND: Obesity has been postulated to be a consequence of economic disadvantage. However, epidemiological studies failed to demonstrate a consistent link between income and body fat indicators. We examined income as a possible cause of obesity in an East German general population, focusing on a...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8256574/ https://www.ncbi.nlm.nih.gov/pubmed/34225684 http://dx.doi.org/10.1186/s12889-021-11302-w |
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author | Enzenbach, Cornelia Kowall, Bernd |
author_facet | Enzenbach, Cornelia Kowall, Bernd |
author_sort | Enzenbach, Cornelia |
collection | PubMed |
description | BACKGROUND: Obesity has been postulated to be a consequence of economic disadvantage. However, epidemiological studies failed to demonstrate a consistent link between income and body fat indicators. We examined income as a possible cause of obesity in an East German general population, focusing on appropriate representation of study variables, as well as on confounding and modification of the income-obesity association. METHODS: We used data of 9599 participants in the baseline examination of the LIFE-Adult-Study, conducted in the city of Leipzig from 2011 to 2014. Body mass index (BMI) and waist circumference (WC) as obesity measures were based on standardised measurements, net equivalised income (NEI) on self-reports. We estimated adjusted means of BMI and WC within NEI categories representing the range from risk of poverty to affluence. We stratified the analyses by gender, age, and education. RESULTS: A substantial part of the age-adjusted associations of income with obesity measures was attributable to other SES indicators. Adjusted for these variables, NEI was comparably associated with BMI and WC. Among women, BMI and WC decreased across NEI categories. The inverse associations tended to be stronger at non-working age (≥ 65 years) than at working age (< 65 years). Conversely, among working-age men, BMI and WC increased with increasing NEI. Among older men, risk of poverty was related to higher values of the obesity measures. The aforementioned associations were predominantly stronger in highly educated participants compared to those with medium/low education. The differences in mean BMI and WC between persons at risk of poverty and higher income groups were rather small, ranging from 1 to 2 kg/m(2) for BMI and 2 to 4 cm for WC. CONCLUSIONS: Our investigation indicates an association between income and body fatness in an East German adult population that depends on the sociodemographic context of the people. However, it does not suggest that income disparities are a major driver of body fat accumulation in this population. Differential selection of study participants, error in the measurement of long-term income, and possibly reverse causality may have affected our conclusions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-11302-w. |
format | Online Article Text |
id | pubmed-8256574 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82565742021-07-06 Income in relation to obesity measures in an East German adult population: findings from the LIFE-Adult-Study Enzenbach, Cornelia Kowall, Bernd BMC Public Health Research BACKGROUND: Obesity has been postulated to be a consequence of economic disadvantage. However, epidemiological studies failed to demonstrate a consistent link between income and body fat indicators. We examined income as a possible cause of obesity in an East German general population, focusing on appropriate representation of study variables, as well as on confounding and modification of the income-obesity association. METHODS: We used data of 9599 participants in the baseline examination of the LIFE-Adult-Study, conducted in the city of Leipzig from 2011 to 2014. Body mass index (BMI) and waist circumference (WC) as obesity measures were based on standardised measurements, net equivalised income (NEI) on self-reports. We estimated adjusted means of BMI and WC within NEI categories representing the range from risk of poverty to affluence. We stratified the analyses by gender, age, and education. RESULTS: A substantial part of the age-adjusted associations of income with obesity measures was attributable to other SES indicators. Adjusted for these variables, NEI was comparably associated with BMI and WC. Among women, BMI and WC decreased across NEI categories. The inverse associations tended to be stronger at non-working age (≥ 65 years) than at working age (< 65 years). Conversely, among working-age men, BMI and WC increased with increasing NEI. Among older men, risk of poverty was related to higher values of the obesity measures. The aforementioned associations were predominantly stronger in highly educated participants compared to those with medium/low education. The differences in mean BMI and WC between persons at risk of poverty and higher income groups were rather small, ranging from 1 to 2 kg/m(2) for BMI and 2 to 4 cm for WC. CONCLUSIONS: Our investigation indicates an association between income and body fatness in an East German adult population that depends on the sociodemographic context of the people. However, it does not suggest that income disparities are a major driver of body fat accumulation in this population. Differential selection of study participants, error in the measurement of long-term income, and possibly reverse causality may have affected our conclusions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-11302-w. BioMed Central 2021-07-05 /pmc/articles/PMC8256574/ /pubmed/34225684 http://dx.doi.org/10.1186/s12889-021-11302-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Enzenbach, Cornelia Kowall, Bernd Income in relation to obesity measures in an East German adult population: findings from the LIFE-Adult-Study |
title | Income in relation to obesity measures in an East German adult population: findings from the LIFE-Adult-Study |
title_full | Income in relation to obesity measures in an East German adult population: findings from the LIFE-Adult-Study |
title_fullStr | Income in relation to obesity measures in an East German adult population: findings from the LIFE-Adult-Study |
title_full_unstemmed | Income in relation to obesity measures in an East German adult population: findings from the LIFE-Adult-Study |
title_short | Income in relation to obesity measures in an East German adult population: findings from the LIFE-Adult-Study |
title_sort | income in relation to obesity measures in an east german adult population: findings from the life-adult-study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8256574/ https://www.ncbi.nlm.nih.gov/pubmed/34225684 http://dx.doi.org/10.1186/s12889-021-11302-w |
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