Pathways through which higher neighborhood crime is longitudinally associated with greater body mass index

Abstract Background Although crime and perceived safety are associated with obesity and body mass index (BMI), the pathways are less clear. Two likely pathways by which crime and perceived safety may impact obesity are through distress and physical activity. Methods We examined data from 2013 to 201...

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Main Authors: Andrea S. Richardson, Wendy M. Troxel, Madhumita Ghosh-Dastidar, Gerald P. Hunter, Robin Beckman, Natalie Colabianchi, Rebecca L. Collins, Tamara Dubowitz
Format: Article
Language:English
Published: BMC 2017-11-01
Series:International Journal of Behavioral Nutrition and Physical Activity
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12966-017-0611-y
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spelling doaj-0ecdde438d3644629f9122e5b79595d52020-11-24T23:55:58ZengBMCInternational Journal of Behavioral Nutrition and Physical Activity1479-58682017-11-0114111010.1186/s12966-017-0611-yPathways through which higher neighborhood crime is longitudinally associated with greater body mass indexAndrea S. Richardson0Wendy M. Troxel1Madhumita Ghosh-Dastidar2Gerald P. Hunter3Robin Beckman4Natalie Colabianchi5Rebecca L. Collins6Tamara Dubowitz7RAND Corporation, Health DivisionRAND Corporation, Health DivisionRAND Corporation, Health DivisionRAND Corporation, Health DivisionRAND Corporation, Health DivisionUniversity of Michigan, School of KinesiologyRAND Corporation, Health DivisionRAND Corporation, Health DivisionAbstract Background Although crime and perceived safety are associated with obesity and body mass index (BMI), the pathways are less clear. Two likely pathways by which crime and perceived safety may impact obesity are through distress and physical activity. Methods We examined data from 2013 to 2014 for 644 predominantly African-American adults (mean age 57 years; 77% female) living in low-income Pittsburgh, PA neighborhoods, including self-reported perceptions of safety and emotional distress, interviewer-measured height/weight, and physical activity measured via accelerometry. We used secondary data on neighborhood crime from 2011 to 2013. We built a structural equation model to examine the longitudinal direct and indirect pathways from crime to BMI through perceived safety, distress and physical activity. Results Long-term exposure to crime was positively associated with lack of perceived safety (β = 0.11, p = 0.005) and lack of perceived safety was positively associated with BMI (β = 0.08, p = 0.03). The beneficial association between physical activity and BMI (β = −0.15, p < 0.001) was attenuated by a negative association between crime and physical activity (β = −0.09, p = 0.01). Although crime was associated with distress we found no evidence of a path from crime to BMI via distress. Conclusions Our findings suggest decrements in perceived safety and physical activity are important processes that might explain why neighborhood crime is associated with greater BMI.http://link.springer.com/article/10.1186/s12966-017-0611-yObesityCrimePhysical activityNeighborhoodPerceived safetyStructural equation modeling
collection DOAJ
language English
format Article
sources DOAJ
author Andrea S. Richardson
Wendy M. Troxel
Madhumita Ghosh-Dastidar
Gerald P. Hunter
Robin Beckman
Natalie Colabianchi
Rebecca L. Collins
Tamara Dubowitz
spellingShingle Andrea S. Richardson
Wendy M. Troxel
Madhumita Ghosh-Dastidar
Gerald P. Hunter
Robin Beckman
Natalie Colabianchi
Rebecca L. Collins
Tamara Dubowitz
Pathways through which higher neighborhood crime is longitudinally associated with greater body mass index
International Journal of Behavioral Nutrition and Physical Activity
Obesity
Crime
Physical activity
Neighborhood
Perceived safety
Structural equation modeling
author_facet Andrea S. Richardson
Wendy M. Troxel
Madhumita Ghosh-Dastidar
Gerald P. Hunter
Robin Beckman
Natalie Colabianchi
Rebecca L. Collins
Tamara Dubowitz
author_sort Andrea S. Richardson
title Pathways through which higher neighborhood crime is longitudinally associated with greater body mass index
title_short Pathways through which higher neighborhood crime is longitudinally associated with greater body mass index
title_full Pathways through which higher neighborhood crime is longitudinally associated with greater body mass index
title_fullStr Pathways through which higher neighborhood crime is longitudinally associated with greater body mass index
title_full_unstemmed Pathways through which higher neighborhood crime is longitudinally associated with greater body mass index
title_sort pathways through which higher neighborhood crime is longitudinally associated with greater body mass index
publisher BMC
series International Journal of Behavioral Nutrition and Physical Activity
issn 1479-5868
publishDate 2017-11-01
description Abstract Background Although crime and perceived safety are associated with obesity and body mass index (BMI), the pathways are less clear. Two likely pathways by which crime and perceived safety may impact obesity are through distress and physical activity. Methods We examined data from 2013 to 2014 for 644 predominantly African-American adults (mean age 57 years; 77% female) living in low-income Pittsburgh, PA neighborhoods, including self-reported perceptions of safety and emotional distress, interviewer-measured height/weight, and physical activity measured via accelerometry. We used secondary data on neighborhood crime from 2011 to 2013. We built a structural equation model to examine the longitudinal direct and indirect pathways from crime to BMI through perceived safety, distress and physical activity. Results Long-term exposure to crime was positively associated with lack of perceived safety (β = 0.11, p = 0.005) and lack of perceived safety was positively associated with BMI (β = 0.08, p = 0.03). The beneficial association between physical activity and BMI (β = −0.15, p < 0.001) was attenuated by a negative association between crime and physical activity (β = −0.09, p = 0.01). Although crime was associated with distress we found no evidence of a path from crime to BMI via distress. Conclusions Our findings suggest decrements in perceived safety and physical activity are important processes that might explain why neighborhood crime is associated with greater BMI.
topic Obesity
Crime
Physical activity
Neighborhood
Perceived safety
Structural equation modeling
url http://link.springer.com/article/10.1186/s12966-017-0611-y
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