Minimum Wage and Overweight and Obesity in Adult Women: A Multilevel Analysis of Low and Middle Income Countries.
OBJECTIVES:To describe the relationship between minimum wage and overweight and obesity across countries at different levels of development. METHODS:A cross-sectional analysis of 27 countries with data on the legislated minimum wage level linked to socio-demographic and anthropometry data of non-pre...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Public Library of Science (PLoS)
2016-01-01
|
Series: | PLoS ONE |
Online Access: | http://europepmc.org/articles/PMC4786275?pdf=render |
id |
doaj-144f64c508de479dbdcec7657186e3bb |
---|---|
record_format |
Article |
spelling |
doaj-144f64c508de479dbdcec7657186e3bb2020-11-24T21:09:55ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01113e015073610.1371/journal.pone.0150736Minimum Wage and Overweight and Obesity in Adult Women: A Multilevel Analysis of Low and Middle Income Countries.Annalijn I ConklinNinez A PonceJohn FrankArijit NandiJody HeymannOBJECTIVES:To describe the relationship between minimum wage and overweight and obesity across countries at different levels of development. METHODS:A cross-sectional analysis of 27 countries with data on the legislated minimum wage level linked to socio-demographic and anthropometry data of non-pregnant 190,892 adult women (24-49 y) from the Demographic and Health Survey. We used multilevel logistic regression models to condition on country- and individual-level potential confounders, and post-estimation of average marginal effects to calculate the adjusted prevalence difference. RESULTS:We found the association between minimum wage and overweight/obesity was independent of individual-level SES and confounders, and showed a reversed pattern by country development stage. The adjusted overweight/obesity prevalence difference in low-income countries was an average increase of about 0.1 percentage points (PD 0.075 [0.065, 0.084]), and an average decrease of 0.01 percentage points in middle-income countries (PD -0.014 [-0.019, -0.009]). The adjusted obesity prevalence difference in low-income countries was an average increase of 0.03 percentage points (PD 0.032 [0.021, 0.042]) and an average decrease of 0.03 percentage points in middle-income countries (PD -0.032 [-0.036, -0.027]). CONCLUSION:This is among the first studies to examine the potential impact of improved wages on an important precursor of non-communicable diseases globally. Among countries with a modest level of economic development, higher minimum wage was associated with lower levels of obesity.http://europepmc.org/articles/PMC4786275?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Annalijn I Conklin Ninez A Ponce John Frank Arijit Nandi Jody Heymann |
spellingShingle |
Annalijn I Conklin Ninez A Ponce John Frank Arijit Nandi Jody Heymann Minimum Wage and Overweight and Obesity in Adult Women: A Multilevel Analysis of Low and Middle Income Countries. PLoS ONE |
author_facet |
Annalijn I Conklin Ninez A Ponce John Frank Arijit Nandi Jody Heymann |
author_sort |
Annalijn I Conklin |
title |
Minimum Wage and Overweight and Obesity in Adult Women: A Multilevel Analysis of Low and Middle Income Countries. |
title_short |
Minimum Wage and Overweight and Obesity in Adult Women: A Multilevel Analysis of Low and Middle Income Countries. |
title_full |
Minimum Wage and Overweight and Obesity in Adult Women: A Multilevel Analysis of Low and Middle Income Countries. |
title_fullStr |
Minimum Wage and Overweight and Obesity in Adult Women: A Multilevel Analysis of Low and Middle Income Countries. |
title_full_unstemmed |
Minimum Wage and Overweight and Obesity in Adult Women: A Multilevel Analysis of Low and Middle Income Countries. |
title_sort |
minimum wage and overweight and obesity in adult women: a multilevel analysis of low and middle income countries. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2016-01-01 |
description |
OBJECTIVES:To describe the relationship between minimum wage and overweight and obesity across countries at different levels of development. METHODS:A cross-sectional analysis of 27 countries with data on the legislated minimum wage level linked to socio-demographic and anthropometry data of non-pregnant 190,892 adult women (24-49 y) from the Demographic and Health Survey. We used multilevel logistic regression models to condition on country- and individual-level potential confounders, and post-estimation of average marginal effects to calculate the adjusted prevalence difference. RESULTS:We found the association between minimum wage and overweight/obesity was independent of individual-level SES and confounders, and showed a reversed pattern by country development stage. The adjusted overweight/obesity prevalence difference in low-income countries was an average increase of about 0.1 percentage points (PD 0.075 [0.065, 0.084]), and an average decrease of 0.01 percentage points in middle-income countries (PD -0.014 [-0.019, -0.009]). The adjusted obesity prevalence difference in low-income countries was an average increase of 0.03 percentage points (PD 0.032 [0.021, 0.042]) and an average decrease of 0.03 percentage points in middle-income countries (PD -0.032 [-0.036, -0.027]). CONCLUSION:This is among the first studies to examine the potential impact of improved wages on an important precursor of non-communicable diseases globally. Among countries with a modest level of economic development, higher minimum wage was associated with lower levels of obesity. |
url |
http://europepmc.org/articles/PMC4786275?pdf=render |
work_keys_str_mv |
AT annalijniconklin minimumwageandoverweightandobesityinadultwomenamultilevelanalysisoflowandmiddleincomecountries AT ninezaponce minimumwageandoverweightandobesityinadultwomenamultilevelanalysisoflowandmiddleincomecountries AT johnfrank minimumwageandoverweightandobesityinadultwomenamultilevelanalysisoflowandmiddleincomecountries AT arijitnandi minimumwageandoverweightandobesityinadultwomenamultilevelanalysisoflowandmiddleincomecountries AT jodyheymann minimumwageandoverweightandobesityinadultwomenamultilevelanalysisoflowandmiddleincomecountries |
_version_ |
1716757070099775488 |