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Neighbourhood walkability and dietary attributes: effect modification by area-level socio-economic status

OBJECTIVE: Higher neighbourhood walkability would be expected to contribute to better health, but the relevant evidence is inconsistent. This may be because residents’ dietary attributes, which vary with socio-economic status (SES) and influence their health, can be related to walkability. We examin...

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Autores principales: Chandrabose, Manoj, Cao, Yingting (Tina), Hadgraft, Nyssa, Higgs, Carl, Shuvo, Faysal, Dunstan, David W, Owen, Neville, Sugiyama, Takemi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9991640/
https://www.ncbi.nlm.nih.gov/pubmed/35583044
http://dx.doi.org/10.1017/S1368980022001197
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author Chandrabose, Manoj
Cao, Yingting (Tina)
Hadgraft, Nyssa
Higgs, Carl
Shuvo, Faysal
Dunstan, David W
Owen, Neville
Sugiyama, Takemi
author_facet Chandrabose, Manoj
Cao, Yingting (Tina)
Hadgraft, Nyssa
Higgs, Carl
Shuvo, Faysal
Dunstan, David W
Owen, Neville
Sugiyama, Takemi
author_sort Chandrabose, Manoj
collection PubMed
description OBJECTIVE: Higher neighbourhood walkability would be expected to contribute to better health, but the relevant evidence is inconsistent. This may be because residents’ dietary attributes, which vary with socio-economic status (SES) and influence their health, can be related to walkability. We examined associations of walkability with dietary attributes and potential effect modification by area-level SES. DESIGN: The exposure variable of this cross-sectional study was neighbourhood walkability, calculated using residential density, intersection density and destination density within 1-km street-network buffer around each participant’s residence. The outcome variables were dietary patterns (Western, prudent and mixed) and total dietary energy intake, derived from a FFQ. Main and interaction effects with area-level SES were estimated using two-level linear regression models. SETTING: Participants were from all states and territories in Australia. PARTICIPANTS: The analytical sample included 3590 participants (54 % women, age range 34 to 86). RESULTS: Walkability was not associated with dietary attributes in the whole sample. However, we found interaction effects of walkability and area-level SES on Western diet scores (P < 0·001) and total energy intake (P = 0·012). In low SES areas, higher walkability was associated with higher Western dietary patterns (P = 0·062) and higher total energy intake (P = 0·066). In high SES areas, higher walkability was associated with lower Western diet scores (P = 0·021) and lower total energy intake (P = 0·058). CONCLUSIONS: Higher walkability may not be necessarily conducive to better health in socio-economically disadvantaged areas. Public health initiatives to enhance neighbourhood walkability need to consider food environments and socio-economic contexts.
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spelling pubmed-99916402023-03-08 Neighbourhood walkability and dietary attributes: effect modification by area-level socio-economic status Chandrabose, Manoj Cao, Yingting (Tina) Hadgraft, Nyssa Higgs, Carl Shuvo, Faysal Dunstan, David W Owen, Neville Sugiyama, Takemi Public Health Nutr Research Paper OBJECTIVE: Higher neighbourhood walkability would be expected to contribute to better health, but the relevant evidence is inconsistent. This may be because residents’ dietary attributes, which vary with socio-economic status (SES) and influence their health, can be related to walkability. We examined associations of walkability with dietary attributes and potential effect modification by area-level SES. DESIGN: The exposure variable of this cross-sectional study was neighbourhood walkability, calculated using residential density, intersection density and destination density within 1-km street-network buffer around each participant’s residence. The outcome variables were dietary patterns (Western, prudent and mixed) and total dietary energy intake, derived from a FFQ. Main and interaction effects with area-level SES were estimated using two-level linear regression models. SETTING: Participants were from all states and territories in Australia. PARTICIPANTS: The analytical sample included 3590 participants (54 % women, age range 34 to 86). RESULTS: Walkability was not associated with dietary attributes in the whole sample. However, we found interaction effects of walkability and area-level SES on Western diet scores (P < 0·001) and total energy intake (P = 0·012). In low SES areas, higher walkability was associated with higher Western dietary patterns (P = 0·062) and higher total energy intake (P = 0·066). In high SES areas, higher walkability was associated with lower Western diet scores (P = 0·021) and lower total energy intake (P = 0·058). CONCLUSIONS: Higher walkability may not be necessarily conducive to better health in socio-economically disadvantaged areas. Public health initiatives to enhance neighbourhood walkability need to consider food environments and socio-economic contexts. Cambridge University Press 2022-09 2022-05-18 /pmc/articles/PMC9991640/ /pubmed/35583044 http://dx.doi.org/10.1017/S1368980022001197 Text en © The Authors 2022 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Paper
Chandrabose, Manoj
Cao, Yingting (Tina)
Hadgraft, Nyssa
Higgs, Carl
Shuvo, Faysal
Dunstan, David W
Owen, Neville
Sugiyama, Takemi
Neighbourhood walkability and dietary attributes: effect modification by area-level socio-economic status
title Neighbourhood walkability and dietary attributes: effect modification by area-level socio-economic status
title_full Neighbourhood walkability and dietary attributes: effect modification by area-level socio-economic status
title_fullStr Neighbourhood walkability and dietary attributes: effect modification by area-level socio-economic status
title_full_unstemmed Neighbourhood walkability and dietary attributes: effect modification by area-level socio-economic status
title_short Neighbourhood walkability and dietary attributes: effect modification by area-level socio-economic status
title_sort neighbourhood walkability and dietary attributes: effect modification by area-level socio-economic status
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9991640/
https://www.ncbi.nlm.nih.gov/pubmed/35583044
http://dx.doi.org/10.1017/S1368980022001197
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