How race, ethnicity, and income moderate the relationship between urban vegetation and physical activity in the United States

To facilitate physical activity interventions, researchers identify which factors associate with physical activity, such as vegetation levels of the surrounding environment. While most studies examining vegetation and physical activity find a positive correlation, the literature does not investigate...

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Published inPreventive medicine Vol. 121; pp. 55 - 61
Main Authors Lanza, Kevin, Stone, Brian, Haardörfer, Regine
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 01.04.2019
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Online AccessGet full text
ISSN0091-7435
1096-0260
1096-0260
DOI10.1016/j.ypmed.2019.01.022

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Abstract To facilitate physical activity interventions, researchers identify which factors associate with physical activity, such as vegetation levels of the surrounding environment. While most studies examining vegetation and physical activity find a positive correlation, the literature does not investigate how vegetation may have a varied effect on physical activity based on demographic composition. This study examined how race, ethnicity, and income moderate the relationship between both non-tree vegetation and tree canopy on the percentage of individuals participating in leisure-time physical activity per census tract. Physical activity data from 2013 to 2014 for 7842 census tracts across 25 US cities originated from the CDC's 500 Cities project. Aerial images from the USDA's National Agriculture Imagery Program were used to classify vegetation levels per tract. Demographic variables originated from the American Community Survey 2011–2015 5-year estimates. Tracts were stratified into four types (Black + low income, Hispanic + low income, White + high income, and remaining) and assessed through multilevel modeling as to whether tract type moderated the relationship between vegetation and physical activity. Results showed that non-tree vegetation negatively associated with physical activity across all census tract types, while tree canopy exhibited a mixed association with physical activity, based on tract type. These findings can spur further research into how vegetation impacts physical activity of different demographic groups, and potentially inform greenspace and tree planting installments in those areas at greatest risk for physical inactivity-related diseases. •Non-tree vegetation decreased activity across all census tracts.•Trees increased activity in most tracts, including Hispanic + low income tracts.•Trees decreased activity in Black + low income and White + high income tracts.
AbstractList To facilitate physical activity interventions, researchers identify which factors associate with physical activity, such as vegetation levels of the surrounding environment. While most studies examining vegetation and physical activity find a positive correlation, the literature does not investigate how vegetation may have a varied effect on physical activity based on demographic composition. This study examined how race, ethnicity, and income moderate the relationship between both non-tree vegetation and tree canopy on the percentage of individuals participating in leisure-time physical activity per census tract. Physical activity data from 2013 to 2014 for 7842 census tracts across 25 US cities originated from the CDC's 500 Cities project. Aerial images from the USDA's National Agriculture Imagery Program were used to classify vegetation levels per tract. Demographic variables originated from the American Community Survey 2011-2015 5-year estimates. Tracts were stratified into four types (Black + low income, Hispanic + low income, White + high income, and remaining) and assessed through multilevel modeling as to whether tract type moderated the relationship between vegetation and physical activity. Results showed that non-tree vegetation negatively associated with physical activity across all census tract types, while tree canopy exhibited a mixed association with physical activity, based on tract type. These findings can spur further research into how vegetation impacts physical activity of different demographic groups, and potentially inform greenspace and tree planting installments in those areas at greatest risk for physical inactivity-related diseases.To facilitate physical activity interventions, researchers identify which factors associate with physical activity, such as vegetation levels of the surrounding environment. While most studies examining vegetation and physical activity find a positive correlation, the literature does not investigate how vegetation may have a varied effect on physical activity based on demographic composition. This study examined how race, ethnicity, and income moderate the relationship between both non-tree vegetation and tree canopy on the percentage of individuals participating in leisure-time physical activity per census tract. Physical activity data from 2013 to 2014 for 7842 census tracts across 25 US cities originated from the CDC's 500 Cities project. Aerial images from the USDA's National Agriculture Imagery Program were used to classify vegetation levels per tract. Demographic variables originated from the American Community Survey 2011-2015 5-year estimates. Tracts were stratified into four types (Black + low income, Hispanic + low income, White + high income, and remaining) and assessed through multilevel modeling as to whether tract type moderated the relationship between vegetation and physical activity. Results showed that non-tree vegetation negatively associated with physical activity across all census tract types, while tree canopy exhibited a mixed association with physical activity, based on tract type. These findings can spur further research into how vegetation impacts physical activity of different demographic groups, and potentially inform greenspace and tree planting installments in those areas at greatest risk for physical inactivity-related diseases.
AbstractTo facilitate physical activity interventions, researchers identify which factors associate with physical activity, such as vegetation levels of the surrounding environment. While most studies examining vegetation and physical activity find a positive correlation, the literature does not investigate how vegetation may have a varied effect on physical activity based on demographic composition. This study examined how race, ethnicity, and income moderate the relationship between both non-tree vegetation and tree canopy on the percentage of individuals participating in leisure-time physical activity per census tract. Physical activity data from 2013 to 2014 for 7842 census tracts across 25 US cities originated from the CDC's 500 Cities project. Aerial images from the USDA's National Agriculture Imagery Program were used to classify vegetation levels per tract. Demographic variables originated from the American Community Survey 2011–2015 5-year estimates. Tracts were stratified into four types (Black + low income, Hispanic + low income, White + high income, and remaining) and assessed through multilevel modeling as to whether tract type moderated the relationship between vegetation and physical activity. Results showed that non-tree vegetation negatively associated with physical activity across all census tract types, while tree canopy exhibited a mixed association with physical activity, based on tract type. These findings can spur further research into how vegetation impacts physical activity of different demographic groups, and potentially inform greenspace and tree planting installments in those areas at greatest risk for physical inactivity-related diseases.
To facilitate physical activity interventions, researchers identify which factors associate with physical activity, such as vegetation levels of the surrounding environment. While most studies examining vegetation and physical activity find a positive correlation, the literature does not investigate how vegetation may have a varied effect on physical activity based on demographic composition. This study examined how race, ethnicity, and income moderate the relationship between both non-tree vegetation and tree canopy on the percentage of individuals participating in leisure-time physical activity per census tract. Physical activity data from 2013 to 2014 for 7842 census tracts across 25 US cities originated from the CDC's 500 Cities project. Aerial images from the USDA's National Agriculture Imagery Program were used to classify vegetation levels per tract. Demographic variables originated from the American Community Survey 2011–2015 5-year estimates. Tracts were stratified into four types (Black + low income, Hispanic + low income, White + high income, and remaining) and assessed through multilevel modeling as to whether tract type moderated the relationship between vegetation and physical activity. Results showed that non-tree vegetation negatively associated with physical activity across all census tract types, while tree canopy exhibited a mixed association with physical activity, based on tract type. These findings can spur further research into how vegetation impacts physical activity of different demographic groups, and potentially inform greenspace and tree planting installments in those areas at greatest risk for physical inactivity-related diseases. •Non-tree vegetation decreased activity across all census tracts.•Trees increased activity in most tracts, including Hispanic + low income tracts.•Trees decreased activity in Black + low income and White + high income tracts.
To facilitate physical activity interventions, researchers identify which factors associate with physical activity, such as vegetation levels of the surrounding environment. While most studies examining vegetation and physical activity find a positive correlation, the literature does not investigate how vegetation may have a varied effect on physical activity based on demographic composition. This study examined how race, ethnicity, and income moderate the relationship between both non-tree vegetation and tree canopy on the percentage of individuals participating in leisure-time physical activity per census tract. Physical activity data from 2013 to 2014 for 7842 census tracts across 25 US cities originated from the CDC's 500 Cities project. Aerial images from the USDA's National Agriculture Imagery Program were used to classify vegetation levels per tract. Demographic variables originated from the American Community Survey 2011-2015 5-year estimates. Tracts were stratified into four types (Black + low income, Hispanic + low income, White + high income, and remaining) and assessed through multilevel modeling as to whether tract type moderated the relationship between vegetation and physical activity. Results showed that non-tree vegetation negatively associated with physical activity across all census tract types, while tree canopy exhibited a mixed association with physical activity, based on tract type. These findings can spur further research into how vegetation impacts physical activity of different demographic groups, and potentially inform greenspace and tree planting installments in those areas at greatest risk for physical inactivity-related diseases.
Author Stone, Brian
Lanza, Kevin
Haardörfer, Regine
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Keywords Trees
Environment and public health
Social justice
City planning
Physical activity
Language English
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Snippet To facilitate physical activity interventions, researchers identify which factors associate with physical activity, such as vegetation levels of the...
AbstractTo facilitate physical activity interventions, researchers identify which factors associate with physical activity, such as vegetation levels of the...
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SubjectTerms Adult
African Americans - statistics & numerical data
Censuses
City planning
Continental Population Groups
Cross-Sectional Studies
Environment
Environment and public health
Ethnic Groups
European Continental Ancestry Group - statistics & numerical data
Exercise
Geographic Information Systems
Hispanic Americans - statistics & numerical data
Humans
Income - statistics & numerical data
Internal Medicine
Male
Middle Aged
Multilevel Analysis
Physical activity
Residence Characteristics
Social justice
Surveys and Questionnaires
Trees
United States
Urban Population
Title How race, ethnicity, and income moderate the relationship between urban vegetation and physical activity in the United States
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https://dx.doi.org/10.1016/j.ypmed.2019.01.022
https://www.ncbi.nlm.nih.gov/pubmed/30707905
https://www.proquest.com/docview/2179508312
Volume 121
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