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Development of an objectively measured walkability index for the Netherlands

BACKGROUND: Walkability indices have been developed and linked to behavioural and health outcomes elsewhere in the world, but not comprehensively for Europe. We aimed to 1) develop a theory-based and evidence-informed Dutch walkability index, 2) examine its cross-sectional associations with total an...

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Autores principales: Lam, Thao Minh, Wang, Zhiyong, Vaartjes, Ilonca, Karssenberg, Derek, Ettema, Dick, Helbich, Marco, Timmermans, Erik J., Frank, Lawrence D., den Braver, Nicolette R., Wagtendonk, Alfred J., Beulens, Joline W. J., Lakerveld, Jeroen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9063284/
https://www.ncbi.nlm.nih.gov/pubmed/35501815
http://dx.doi.org/10.1186/s12966-022-01270-8
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author Lam, Thao Minh
Wang, Zhiyong
Vaartjes, Ilonca
Karssenberg, Derek
Ettema, Dick
Helbich, Marco
Timmermans, Erik J.
Frank, Lawrence D.
den Braver, Nicolette R.
Wagtendonk, Alfred J.
Beulens, Joline W. J.
Lakerveld, Jeroen
author_facet Lam, Thao Minh
Wang, Zhiyong
Vaartjes, Ilonca
Karssenberg, Derek
Ettema, Dick
Helbich, Marco
Timmermans, Erik J.
Frank, Lawrence D.
den Braver, Nicolette R.
Wagtendonk, Alfred J.
Beulens, Joline W. J.
Lakerveld, Jeroen
author_sort Lam, Thao Minh
collection PubMed
description BACKGROUND: Walkability indices have been developed and linked to behavioural and health outcomes elsewhere in the world, but not comprehensively for Europe. We aimed to 1) develop a theory-based and evidence-informed Dutch walkability index, 2) examine its cross-sectional associations with total and purpose-specific walking behaviours of adults across socioeconomic (SES) and urbanisation strata, 3) explore which walkability components drive these associations. METHODS: Components of the index included: population density, retail and service density, land use mix, street connectivity, green space, sidewalk density and public transport density. Each of the seven components was calculated for three Euclidean buffers: 150 m, 500 m and 1000 m around every 6-digit postal code location and for every administrative neighbourhood in GIS. Componential z-scores were averaged, and final indices normalized between 0 and 100. Data on self-reported demographic characteristics and walking behaviours of 16,055 adult respondents (aged 18–65) were extracted from the Dutch National Travel Survey 2017. Using Tobit regression modelling adjusted for individual- and household-level confounders, we assessed the associations between walkability and minutes walking in total, for non-discretionary and discretionary purposes. By assessing the attenuation in associations between partial indices and walking outcomes, we identified which of the seven components drive these associations. We also tested for effect modification by urbanization degree, SES, age and sex. RESULTS: In fully adjusted models, a 10% increase in walkability was associated with a maximum increase of 8.5 min of total walking per day (95%CI: 7.1–9.9). This association was consistent across buffer sizes and purposes of walking. Public transport density was driving the index’s association with walking outcomes. Stratified results showed that associations with minutes of non-discretionary walking were stronger in rural compared to very urban areas, in neighbourhoods with low SES compared to high SES, and in middle-aged (36–49 years) compared to young (18–35 years old) and older adults (50–65 years old). CONCLUSIONS: The walkability index was cross-sectionally associated with Dutch adult’s walking behaviours, indicating its validity for further use in research. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12966-022-01270-8.
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spelling pubmed-90632842022-05-04 Development of an objectively measured walkability index for the Netherlands Lam, Thao Minh Wang, Zhiyong Vaartjes, Ilonca Karssenberg, Derek Ettema, Dick Helbich, Marco Timmermans, Erik J. Frank, Lawrence D. den Braver, Nicolette R. Wagtendonk, Alfred J. Beulens, Joline W. J. Lakerveld, Jeroen Int J Behav Nutr Phys Act Research BACKGROUND: Walkability indices have been developed and linked to behavioural and health outcomes elsewhere in the world, but not comprehensively for Europe. We aimed to 1) develop a theory-based and evidence-informed Dutch walkability index, 2) examine its cross-sectional associations with total and purpose-specific walking behaviours of adults across socioeconomic (SES) and urbanisation strata, 3) explore which walkability components drive these associations. METHODS: Components of the index included: population density, retail and service density, land use mix, street connectivity, green space, sidewalk density and public transport density. Each of the seven components was calculated for three Euclidean buffers: 150 m, 500 m and 1000 m around every 6-digit postal code location and for every administrative neighbourhood in GIS. Componential z-scores were averaged, and final indices normalized between 0 and 100. Data on self-reported demographic characteristics and walking behaviours of 16,055 adult respondents (aged 18–65) were extracted from the Dutch National Travel Survey 2017. Using Tobit regression modelling adjusted for individual- and household-level confounders, we assessed the associations between walkability and minutes walking in total, for non-discretionary and discretionary purposes. By assessing the attenuation in associations between partial indices and walking outcomes, we identified which of the seven components drive these associations. We also tested for effect modification by urbanization degree, SES, age and sex. RESULTS: In fully adjusted models, a 10% increase in walkability was associated with a maximum increase of 8.5 min of total walking per day (95%CI: 7.1–9.9). This association was consistent across buffer sizes and purposes of walking. Public transport density was driving the index’s association with walking outcomes. Stratified results showed that associations with minutes of non-discretionary walking were stronger in rural compared to very urban areas, in neighbourhoods with low SES compared to high SES, and in middle-aged (36–49 years) compared to young (18–35 years old) and older adults (50–65 years old). CONCLUSIONS: The walkability index was cross-sectionally associated with Dutch adult’s walking behaviours, indicating its validity for further use in research. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12966-022-01270-8. BioMed Central 2022-05-02 /pmc/articles/PMC9063284/ /pubmed/35501815 http://dx.doi.org/10.1186/s12966-022-01270-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Lam, Thao Minh
Wang, Zhiyong
Vaartjes, Ilonca
Karssenberg, Derek
Ettema, Dick
Helbich, Marco
Timmermans, Erik J.
Frank, Lawrence D.
den Braver, Nicolette R.
Wagtendonk, Alfred J.
Beulens, Joline W. J.
Lakerveld, Jeroen
Development of an objectively measured walkability index for the Netherlands
title Development of an objectively measured walkability index for the Netherlands
title_full Development of an objectively measured walkability index for the Netherlands
title_fullStr Development of an objectively measured walkability index for the Netherlands
title_full_unstemmed Development of an objectively measured walkability index for the Netherlands
title_short Development of an objectively measured walkability index for the Netherlands
title_sort development of an objectively measured walkability index for the netherlands
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9063284/
https://www.ncbi.nlm.nih.gov/pubmed/35501815
http://dx.doi.org/10.1186/s12966-022-01270-8
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