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Published in: BMC Public Health 1/2021

Open Access 01-12-2021 | Research

Associations of changes in neighbourhood walkability with changes in walking activity in older adults: a fixed effects analysis

Authors: Erik J. Timmermans, Marjolein Visser, Alfred J. Wagtendonk, J. Mark Noordzij, Jeroen Lakerveld

Published in: BMC Public Health | Issue 1/2021

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Abstract

Background

Supporting older adults to engage in physically active lifestyles requires supporting environments. Walkable environments may increase walking activity in older adults, but evidence for this subgroup is scarce, and longitudinal studies are lacking. This study therefore examined whether changes in neighbourhood walkability were associated with changes in walking activity in older adults, and whether this association differed by individual-level characteristics and by contextual conditions beyond the built environment.

Methods

Data from 668 participants (57.8–93.4 years at baseline) across three waves (2005/06, 2008/09 and 2011/12) of the Longitudinal Aging Study Amsterdam (LASA) were used. These individuals did not relocate during follow-up. Self-reported outdoor walking activity in minutes per week was assessed using the LASA Physical Activity Questionnaire. Composite exposure measures of neighbourhood walkability (range: 0 (low)-100 (high)) within 500-m Euclidean buffer zones around each participant’s residential address were constructed by combining objectively measured high-resolution Geographic Information System data on population density, retail and service destination density, land use mix, street connectivity, green space density, and sidewalk density. Fixed effects linear regression analyses were applied, adjusted for relevant time-varying confounders.

Results

Changes in neighbourhood walkability were not statistically significantly associated with changes in walking activity in older adults (β500m = − 0.99, 95% CI = -6.17–4.20). The association of changes in neighbourhood walkability with changes in walking activity did not differ by any of the individual-level characteristics (i.e., age, sex, educational level, cognitive impairment, mobility disability, and season) and area-level characteristics (i.e., road traffic noise, air pollution, and socioeconomic status).

Conclusions

This study did not show evidence for an association between changes in neighbourhood walkability and changes in walking activity in older adults. If neighbourhood walkability and walking activity are causally linked, then changes in neighbourhood walkability between 2005/06 and 2011/12 might have been not substantial enough to produce meaningful changes in walking activity in older adults.
Literature
3.
go back to reference National Institute for public health and the environment. Beweeggedrag bij personen van 4 jaar en ouder in 2019 [physical activity behaviour among people aged 4 years and over in 2019]. [in Dutch]. Bilthoven, the Netherlands: National Institute for public health and the environment, 2020. Available from: https://www.rivm.nl/leefstijlmonitor/bewegen. Date of last update: October 8, 2020. Date of citation: February 15, 2021. National Institute for public health and the environment. Beweeggedrag bij personen van 4 jaar en ouder in 2019 [physical activity behaviour among people aged 4 years and over in 2019]. [in Dutch]. Bilthoven, the Netherlands: National Institute for public health and the environment, 2020. Available from: https://​www.​rivm.​nl/​leefstijlmonitor​/​bewegen. Date of last update: October 8, 2020. Date of citation: February 15, 2021.
6.
go back to reference Barnett DW, Barnett A, Nathan A, Van Cauwenberg J, Cerin E, Council on environment and physical activity (CEPA) – older adults working group. Built environmental correlates of older adults’ total physical activity and walking: a systematic review and meta-analysis. Int J Behav Nutr Phys Act. 2017;14:103.CrossRefPubMedPubMedCentral Barnett DW, Barnett A, Nathan A, Van Cauwenberg J, Cerin E, Council on environment and physical activity (CEPA) – older adults working group. Built environmental correlates of older adults’ total physical activity and walking: a systematic review and meta-analysis. Int J Behav Nutr Phys Act. 2017;14:103.CrossRefPubMedPubMedCentral
12.
go back to reference Van Cauwenberg J, Nathan A, Barnett A, Barnett DW, Cerin E. Council on environment and physical activity (CEPA) – older adults working group. Relationship between neighbourhood physical environmental attributes and older adults’ leisure-time physical activity: a systematic review and meta-analysis. Sports Med. 2018;48(7):1635–60. https://doi.org/10.1007/s40279-018-0917-1.CrossRefPubMed Van Cauwenberg J, Nathan A, Barnett A, Barnett DW, Cerin E. Council on environment and physical activity (CEPA) – older adults working group. Relationship between neighbourhood physical environmental attributes and older adults’ leisure-time physical activity: a systematic review and meta-analysis. Sports Med. 2018;48(7):1635–60. https://​doi.​org/​10.​1007/​s40279-018-0917-1.CrossRefPubMed
21.
go back to reference Timmermans EJ, Schaap LA, Visser M, Van der Ploeg HP, Wagtendonk AJ, Van der Pas S, et al. The association of the neighbourhood built environment with objectively measured physical activity in older adults with and without lower limb osteoarthritis. BMC Public Health. 2016;15:710.CrossRefPubMed Timmermans EJ, Schaap LA, Visser M, Van der Ploeg HP, Wagtendonk AJ, Van der Pas S, et al. The association of the neighbourhood built environment with objectively measured physical activity in older adults with and without lower limb osteoarthritis. BMC Public Health. 2016;15:710.CrossRefPubMed
27.
go back to reference Firebaugh G, Warner C, Massoglia M. Fixed effects, random effects, and hybrid models for causal analysis. In: Morgan SL, editor. Handbook of causal analysis for social research. Dordrecht: Springer Netherlands; 2013. Firebaugh G, Warner C, Massoglia M. Fixed effects, random effects, and hybrid models for causal analysis. In: Morgan SL, editor. Handbook of causal analysis for social research. Dordrecht: Springer Netherlands; 2013.
30.
go back to reference Lawton MP. Environment and aging. Albany, United States of America: Center for the Study of Aging; 1986. Lawton MP. Environment and aging. Albany, United States of America: Center for the Study of Aging; 1986.
41.
go back to reference Statistics Netherlands. Statistische gegevens per vierkant en postcode [In English: Statistical data per square and postal code]. The Hague: Statistics Netherlands; 2017. Statistics Netherlands. Statistische gegevens per vierkant en postcode [In English: Statistical data per square and postal code]. The Hague: Statistics Netherlands; 2017.
44.
go back to reference The Netherlands’ Cadastre, Land Registry and Mapping Agency. Basisregistratie Topgrafie, BRT: catalogus en productspecificaties [In English: Basic Topography Register System, BRT: catalogue and product specifications]. Apeldoorn: The Netherlands’ Cadastre, Land Registry and Mapping Agency; 2019. The Netherlands’ Cadastre, Land Registry and Mapping Agency. Basisregistratie Topgrafie, BRT: catalogus en productspecificaties [In English: Basic Topography Register System, BRT: catalogue and product specifications]. Apeldoorn: The Netherlands’ Cadastre, Land Registry and Mapping Agency; 2019.
45.
go back to reference The Netherlands Ministry of Infrastructure and Environment. Basisregistratie Grootschalige Topografie, BGT: gegevenscatalogus [In English: Key Register Large-scale Topography, BGT: data catalogue]. The Hague: The Netherlands Ministry of Infrastructure and Environment; 2013. The Netherlands Ministry of Infrastructure and Environment. Basisregistratie Grootschalige Topografie, BGT: gegevenscatalogus [In English: Key Register Large-scale Topography, BGT: data catalogue]. The Hague: The Netherlands Ministry of Infrastructure and Environment; 2013.
55.
go back to reference Eeftens M, Beelen R, De Hoogh K, Bellander T, Cesaroni G, Cirach M, et al. Development of land use regression models for PM(2.5), PM(2.5) absorbance, PM(10) and PM(coarse) in 20 European study areas; results of the ESCAPE project. Environ Sci Technol. 2012;46(20):11195–205. https://doi.org/10.1021/es301948k.CrossRefPubMed Eeftens M, Beelen R, De Hoogh K, Bellander T, Cesaroni G, Cirach M, et al. Development of land use regression models for PM(2.5), PM(2.5) absorbance, PM(10) and PM(coarse) in 20 European study areas; results of the ESCAPE project. Environ Sci Technol. 2012;46(20):11195–205. https://​doi.​org/​10.​1021/​es301948k.CrossRefPubMed
59.
go back to reference Knol F. Statusontwikkeling van wijken in Nederland 1998–2010 [Neighbourhood status development in the Netherlands 1998–2010]. [in Dutch]. The Hague: Netherlands institute for Social Research; 2012. Knol F. Statusontwikkeling van wijken in Nederland 1998–2010 [Neighbourhood status development in the Netherlands 1998–2010]. [in Dutch]. The Hague: Netherlands institute for Social Research; 2012.
62.
go back to reference Generaal E, Timmermans EJ, Dekkers JEC, Smit JH, Penninx BWJH. Not urbanization level but socioeconomic, physical and social neighbourhood characteristics are associated with presence and severity of depressive and anxiety disorders. Psychol Med. 2018;49:149–61.CrossRefPubMedPubMedCentral Generaal E, Timmermans EJ, Dekkers JEC, Smit JH, Penninx BWJH. Not urbanization level but socioeconomic, physical and social neighbourhood characteristics are associated with presence and severity of depressive and anxiety disorders. Psychol Med. 2018;49:149–61.CrossRefPubMedPubMedCentral
63.
go back to reference Zwiers M. Trajectories of neighbourhood change. Architecture and the Built environment 21. Delft: Delft University of Technology; 2018. Zwiers M. Trajectories of neighbourhood change. Architecture and the Built environment 21. Delft: Delft University of Technology; 2018.
64.
go back to reference Aiken LS, West SG. Multiple regression: testing and interpreting interactions. Thousand Oaks: SAGE Publications, Inc; 1991. Aiken LS, West SG. Multiple regression: testing and interpreting interactions. Thousand Oaks: SAGE Publications, Inc; 1991.
Metadata
Title
Associations of changes in neighbourhood walkability with changes in walking activity in older adults: a fixed effects analysis
Authors
Erik J. Timmermans
Marjolein Visser
Alfred J. Wagtendonk
J. Mark Noordzij
Jeroen Lakerveld
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2021
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-021-11368-6

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