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...

Full description

Bibliographic Details
Main Authors: Annalijn I Conklin, Ninez A Ponce, John Frank, Arijit Nandi, Jody Heymann
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