Skip to main content
Top
Published in: Annals of Behavioral Medicine 2/2017

01-04-2017 | Original Article

Direct and Indirect Associations Between the Built Environment and Leisure and Utilitarian Walking in Older Women

Authors: Philip J. Troped, PhD, Kosuke Tamura, PhD, Meghan H. McDonough, PhD, Heather A. Starnes, PhD, Peter James, ScD, Eran Ben-Joseph, PhD, Ellen Cromley, PhD, Robin Puett, PhD, Steven J. Melly, MA, MS, Francine Laden, ScD

Published in: Annals of Behavioral Medicine | Issue 2/2017

Login to get access

Abstract

Background

The built environment predicts walking in older adults, but the degree to which associations between the objective built environment and walking for different purposes are mediated by environmental perceptions is unknown.

Purpose

We examined associations between the neighborhood built environment and leisure and utilitarian walking and mediation by the perceived environment among older women.

Methods

Women (N = 2732, M age = 72.8 ± 6.8 years) from Massachusetts, Pennsylvania, and California completed a neighborhood built environment and walking survey. Objective population and intersection density and density of stores and services variables were created within residential buffers. Perceived built environment variables included measures of land use mix, street connectivity, infrastructure for walking, esthetics, traffic safety, and personal safety. Regression and bootstrapping were used to test associations and indirect effects.

Results

Objective population, stores/services, and intersection density indirectly predicted leisure and utilitarian walking via perceived land use mix (odds ratios (ORs) = 1.01–1.08, 95 % bias corrected and accelerated confidence intervals do not include 1). Objective density of stores/services directly predicted ≥150 min utilitarian walking (OR = 1.11; 95% CI = 1.02, 1.22). Perceived land use mix (ORs = 1.16–1.44) and esthetics (ORs = 1.24–1.61) significantly predicted leisure and utilitarian walking,

Conclusions

Perceived built environment mediated associations between objective built environment variables and walking for leisure and utilitarian purposes. Interventions for older adults should take into account how objective built environment characteristics may influence environmental perceptions and walking.
Literature
1.
go back to reference Physical Activity Guidelines Advisory Committee. Physical activity guidelines advisory committee report, 2008. Washington, DC U.S. Department of Health and Human Services, 2008. Physical Activity Guidelines Advisory Committee. Physical activity guidelines advisory committee report, 2008. Washington, DC U.S. Department of Health and Human Services, 2008.
2.
go back to reference Bauman A, Bull F, Chey T, et al. The international prevalence study on physical activity: results from 20 countries. Int J Behav Nutr Phys Act. 2009; 6:21.CrossRefPubMedPubMedCentral Bauman A, Bull F, Chey T, et al. The international prevalence study on physical activity: results from 20 countries. Int J Behav Nutr Phys Act. 2009; 6:21.CrossRefPubMedPubMedCentral
3.
go back to reference Troiano RP, Berrigan D, Dodd KW, et al. Physical activity in the United States measured by accelerometer. Med Sci Sports Exerc. 2008; 40:181-188.CrossRefPubMed Troiano RP, Berrigan D, Dodd KW, et al. Physical activity in the United States measured by accelerometer. Med Sci Sports Exerc. 2008; 40:181-188.CrossRefPubMed
5.
go back to reference Brawley LR, Rejeski WJ, King AC. Promoting physical activity for older adults: The challenges for changing behavior. Am J Prev Med. 2003; 25:172-183.CrossRefPubMed Brawley LR, Rejeski WJ, King AC. Promoting physical activity for older adults: The challenges for changing behavior. Am J Prev Med. 2003; 25:172-183.CrossRefPubMed
6.
go back to reference King AC. Interventions to promote physical activity by older adults. J Gerontol A Biol Sci Med Sci. 2001; 56(2):36-46.CrossRefPubMed King AC. Interventions to promote physical activity by older adults. J Gerontol A Biol Sci Med Sci. 2001; 56(2):36-46.CrossRefPubMed
7.
go back to reference Eyler AA, Brownson RC, Bacak SJ, Housemann RA. The epidemiology of walking for physical activity in the United States. Med Sci Sports Exerc. 2003; 35:1529-1536.CrossRefPubMed Eyler AA, Brownson RC, Bacak SJ, Housemann RA. The epidemiology of walking for physical activity in the United States. Med Sci Sports Exerc. 2003; 35:1529-1536.CrossRefPubMed
8.
go back to reference Siegel PZ, Brackbill RM, Heath GW. The epidemiology of walking for exercise: Implications for promoting activity among sedentary groups. Am J Public Health. 1995; 85:706-710.CrossRefPubMedPubMedCentral Siegel PZ, Brackbill RM, Heath GW. The epidemiology of walking for exercise: Implications for promoting activity among sedentary groups. Am J Public Health. 1995; 85:706-710.CrossRefPubMedPubMedCentral
9.
go back to reference McLeroy KR, Bibeau D, Steckler A, Glanz K. An ecological perspective on health promotion programs. Health Educ Q. 1988; 15:351-377.CrossRefPubMed McLeroy KR, Bibeau D, Steckler A, Glanz K. An ecological perspective on health promotion programs. Health Educ Q. 1988; 15:351-377.CrossRefPubMed
10.
go back to reference Sallis JF, Owen N. Ecological models of health behavior. In K. Glanz, F. M. Lewis and B. K. Rimer (eds), Health behavior and health education: theory, research, and practice. San Francisco, CA: Josey-Bass, 2008, 465-486. Sallis JF, Owen N. Ecological models of health behavior. In K. Glanz, F. M. Lewis and B. K. Rimer (eds), Health behavior and health education: theory, research, and practice. San Francisco, CA: Josey-Bass, 2008, 465-486.
11.
go back to reference Stokols D. Establishing and maintaining healthy environments. Toward a social ecology of health promotion. Am Psychol. 1992; 47:6-22.CrossRefPubMed Stokols D. Establishing and maintaining healthy environments. Toward a social ecology of health promotion. Am Psychol. 1992; 47:6-22.CrossRefPubMed
12.
go back to reference Stokols D. Translating social ecological theory into guidelines for community health promotion. Am J Health Promot. 1996; 10:282-298.CrossRefPubMed Stokols D. Translating social ecological theory into guidelines for community health promotion. Am J Health Promot. 1996; 10:282-298.CrossRefPubMed
13.
go back to reference Rodriguez DA, Evenson KR, Diez Roux AV, Brines SJ. Land use, residential density, and walking: the multi-ethnic study of atherosclerosis. Am J Prev Med. 2009; 37:397-404.CrossRefPubMedPubMedCentral Rodriguez DA, Evenson KR, Diez Roux AV, Brines SJ. Land use, residential density, and walking: the multi-ethnic study of atherosclerosis. Am J Prev Med. 2009; 37:397-404.CrossRefPubMedPubMedCentral
14.
go back to reference King WC, Belle SH, Brach JS, et al. Objective measures of neighborhood environment and physical activity in older women. Am J Prev Med. 2005; 28:461-469.CrossRefPubMed King WC, Belle SH, Brach JS, et al. Objective measures of neighborhood environment and physical activity in older women. Am J Prev Med. 2005; 28:461-469.CrossRefPubMed
15.
go back to reference Nagel CL, Carlson NE, Bosworth M, Michael YL. The relation between neighborhood built environment and walking activity among older adults. Am J Epidemiol. 2008; 168:461-468.CrossRefPubMedPubMedCentral Nagel CL, Carlson NE, Bosworth M, Michael YL. The relation between neighborhood built environment and walking activity among older adults. Am J Epidemiol. 2008; 168:461-468.CrossRefPubMedPubMedCentral
16.
17.
go back to reference Hanibuchi T, Kawachi I, Nakaya T, Hirai H, Kondo K. Neighborhood built environment and physical activity of Japanese older adults: results from the Aichi Gerontological Evaluation Study (AGES). BMC Public Health. 2011; 11:657.CrossRefPubMedPubMedCentral Hanibuchi T, Kawachi I, Nakaya T, Hirai H, Kondo K. Neighborhood built environment and physical activity of Japanese older adults: results from the Aichi Gerontological Evaluation Study (AGES). BMC Public Health. 2011; 11:657.CrossRefPubMedPubMedCentral
18.
go back to reference Ying Z, Ning LD, Xin L. Relationship between built environment, physical activity, adiposity, and health in adults aged 46-80 in Shanghai, China. J Phys Act Health. 2015; 12:569-578.CrossRefPubMed Ying Z, Ning LD, Xin L. Relationship between built environment, physical activity, adiposity, and health in adults aged 46-80 in Shanghai, China. J Phys Act Health. 2015; 12:569-578.CrossRefPubMed
19.
go back to reference Panter JR, Jones AP, van Sluijs EM, Griffin SJ, Wareham NJ. Environmental and psychological correlates of older adults’ active commuting. Med Sci Sports Exerc. 2011; 43:1235-1243.CrossRefPubMed Panter JR, Jones AP, van Sluijs EM, Griffin SJ, Wareham NJ. Environmental and psychological correlates of older adults’ active commuting. Med Sci Sports Exerc. 2011; 43:1235-1243.CrossRefPubMed
20.
go back to reference Li F, Fisher KJ, Brownson RC, Bosworth M. Multilevel modelling of built environment characteristics related to neighbourhood walking activity in older adults. J Epidemiol Community Health. 2005; 59:558-564.CrossRefPubMedPubMedCentral Li F, Fisher KJ, Brownson RC, Bosworth M. Multilevel modelling of built environment characteristics related to neighbourhood walking activity in older adults. J Epidemiol Community Health. 2005; 59:558-564.CrossRefPubMedPubMedCentral
21.
go back to reference Van Holle V, Van Cauwenberg J, Van Dyck D, et al. Relationship between neighborhood walkability and older adults’ physical activity: results from the Belgian environmental physical activity study in seniors (BEPAS seniors). Int J Behav Nutr Phys Act. 2014; 11:110.CrossRefPubMedPubMedCentral Van Holle V, Van Cauwenberg J, Van Dyck D, et al. Relationship between neighborhood walkability and older adults’ physical activity: results from the Belgian environmental physical activity study in seniors (BEPAS seniors). Int J Behav Nutr Phys Act. 2014; 11:110.CrossRefPubMedPubMedCentral
22.
go back to reference Weber Corseiul Giehl M, Hallal PC, Weber Corseuil C, Schneider IJ, d’Orsi E: Built environment and walking behavior among Brazilian older adults: A population-based study. J Phys Act Health. 2016; 13:617-624.CrossRefPubMed Weber Corseiul Giehl M, Hallal PC, Weber Corseuil C, Schneider IJ, d’Orsi E: Built environment and walking behavior among Brazilian older adults: A population-based study. J Phys Act Health. 2016; 13:617-624.CrossRefPubMed
23.
go back to reference Inoue S, Ohya Y, Odagiri Y, et al. Perceived neighborhood environment and walking for specific purposes among elderly Japanese. J Epidemiol. 2011; 21:481-490.CrossRefPubMedPubMedCentral Inoue S, Ohya Y, Odagiri Y, et al. Perceived neighborhood environment and walking for specific purposes among elderly Japanese. J Epidemiol. 2011; 21:481-490.CrossRefPubMedPubMedCentral
25.
go back to reference Nasar JL. Assessing perceptions of environments for active living. Am J Prev Med. 2008; 34:357-363.CrossRefPubMed Nasar JL. Assessing perceptions of environments for active living. Am J Prev Med. 2008; 34:357-363.CrossRefPubMed
26.
go back to reference Van Dyck D, Veitch J, De Bourdeaudhuij I, Thornton L, Ball K. Environmental perceptions as mediators of the relationship between the objective built environment and walking among socio-economically disadvantaged women. Int J Behav Nutr Phys Act. 2013; 10:108. Van Dyck D, Veitch J, De Bourdeaudhuij I, Thornton L, Ball K. Environmental perceptions as mediators of the relationship between the objective built environment and walking among socio-economically disadvantaged women. Int J Behav Nutr Phys Act. 2013; 10:108.
27.
go back to reference Stewart AL, Mills KM, King AC, et al. CHAMPS physical activity questionnaire for older adults: outcomes for interventions. Med Sci Sports Exerc. 2001; 33:1126-1141.CrossRefPubMed Stewart AL, Mills KM, King AC, et al. CHAMPS physical activity questionnaire for older adults: outcomes for interventions. Med Sci Sports Exerc. 2001; 33:1126-1141.CrossRefPubMed
28.
go back to reference Cerin E, Saelens BE, Sallis JF, Frank LD. Neighborhood environment walkability scale: validity and development of a short form. Med Sci Sports Exerc. 2006; 38:1682-1691.CrossRefPubMed Cerin E, Saelens BE, Sallis JF, Frank LD. Neighborhood environment walkability scale: validity and development of a short form. Med Sci Sports Exerc. 2006; 38:1682-1691.CrossRefPubMed
29.
go back to reference Starnes HA, McDonough MH, Tamura K, et al. Factorial validity of a modified neighborhood environment walkability scale for seniors in the nurses’ health study cohort. Int J Behav Nutr Phys Act. 2014; 11:126.CrossRefPubMedPubMedCentral Starnes HA, McDonough MH, Tamura K, et al. Factorial validity of a modified neighborhood environment walkability scale for seniors in the nurses’ health study cohort. Int J Behav Nutr Phys Act. 2014; 11:126.CrossRefPubMedPubMedCentral
30.
go back to reference Saelens B, Sallis J, Black J, Chen D. Neighborhood-based differences in physical activity: an environment scale evaluation. Am J Public Health. 2003; 93:1552-1558.CrossRefPubMedPubMedCentral Saelens B, Sallis J, Black J, Chen D. Neighborhood-based differences in physical activity: an environment scale evaluation. Am J Public Health. 2003; 93:1552-1558.CrossRefPubMedPubMedCentral
31.
go back to reference Cerin E, Conway T, Saelens B, Frank L, Sallis JF. Cross-validation of the factorial structure of the neighborhood environment walkability scale (NEWS) and its abbreviated form (NEWS-A). Int J Behav Nutr Phys Act. 2009; 6:32.CrossRefPubMedPubMedCentral Cerin E, Conway T, Saelens B, Frank L, Sallis JF. Cross-validation of the factorial structure of the neighborhood environment walkability scale (NEWS) and its abbreviated form (NEWS-A). Int J Behav Nutr Phys Act. 2009; 6:32.CrossRefPubMedPubMedCentral
32.
go back to reference Troped PJ, Starnes HA, Puett RC, et al. Relationships between the built environment and walking and weight status among older women in three U.S. states. J Aging Phys Act. 2014; 22:114-125.CrossRefPubMed Troped PJ, Starnes HA, Puett RC, et al. Relationships between the built environment and walking and weight status among older women in three U.S. states. J Aging Phys Act. 2014; 22:114-125.CrossRefPubMed
33.
go back to reference Oliver LN, Schuurman N, Hall AW. Comparing circular and network buffers to examine the influence of land use on walking for leisure and errands. Int J Health Geogr. 2007; 6:41.CrossRefPubMedPubMedCentral Oliver LN, Schuurman N, Hall AW. Comparing circular and network buffers to examine the influence of land use on walking for leisure and errands. Int J Health Geogr. 2007; 6:41.CrossRefPubMedPubMedCentral
34.
go back to reference James P, Berrigan D, Hart JE, et al. Effects of buffer size and shape on associations between the built environment and energy balance. Health Place. 2014; 27:162-170.CrossRefPubMedPubMedCentral James P, Berrigan D, Hart JE, et al. Effects of buffer size and shape on associations between the built environment and energy balance. Health Place. 2014; 27:162-170.CrossRefPubMedPubMedCentral
37.
go back to reference Dill J. Measuring network connectivity for bicycling and walking. 83rd Annual Meeting of the Transportation Research Board. Washington, D.C.; 2004. Dill J. Measuring network connectivity for bicycling and walking. 83rd Annual Meeting of the Transportation Research Board. Washington, D.C.; 2004.
38.
go back to reference Bader MD, Ailshire JA, Morenoff JD, House JS. Measurement of the local food environment: A comparison of existing data sources. Am J Epidemiol. 2010; 171:609-617.CrossRefPubMedPubMedCentral Bader MD, Ailshire JA, Morenoff JD, House JS. Measurement of the local food environment: A comparison of existing data sources. Am J Epidemiol. 2010; 171:609-617.CrossRefPubMedPubMedCentral
40.
go back to reference Hayes AF. Beyond Baron and Kenny: Statistical mediation analysis in the new millennium. Communication Monographs. 2009; 76:408-420.CrossRef Hayes AF. Beyond Baron and Kenny: Statistical mediation analysis in the new millennium. Communication Monographs. 2009; 76:408-420.CrossRef
41.
go back to reference Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008; 40:879-891.CrossRefPubMed Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008; 40:879-891.CrossRefPubMed
42.
go back to reference Cerin E, Vandelanotte C, Leslie E, Merom D. Recreational facilities and leisure-time physical activity: An analysis of moderators and self-efficacy as a mediator. Health Psychol. 2008; 27:S126-135.CrossRefPubMed Cerin E, Vandelanotte C, Leslie E, Merom D. Recreational facilities and leisure-time physical activity: An analysis of moderators and self-efficacy as a mediator. Health Psychol. 2008; 27:S126-135.CrossRefPubMed
43.
go back to reference Leslie E, Cerin E, Kremer P. Perceived neighborhood environment and park use as mediators of the effect of area socio-economic status on walking behaviors. J Phys Act Health. 2010; 7:802-810.CrossRefPubMed Leslie E, Cerin E, Kremer P. Perceived neighborhood environment and park use as mediators of the effect of area socio-economic status on walking behaviors. J Phys Act Health. 2010; 7:802-810.CrossRefPubMed
44.
go back to reference McCormack GR, Spence JC, Berry T, Doyle-Baker PK. Does perceived behavioral control mediate the association between perceptions of neighborhood walkability and moderate- and vigorous-intensity leisure-time physical activity? J Phys Act Health. 2009; 6:657-666.CrossRefPubMed McCormack GR, Spence JC, Berry T, Doyle-Baker PK. Does perceived behavioral control mediate the association between perceptions of neighborhood walkability and moderate- and vigorous-intensity leisure-time physical activity? J Phys Act Health. 2009; 6:657-666.CrossRefPubMed
45.
go back to reference Rhodes RE, Courneya KS, Blanchard CM, Plotnikoff RC. Prediction of leisure-time walking: an integration of social cognitive, perceived environmental, and personality factors. Int J Behav Nutr Phys Act. 2007;4:51.CrossRefPubMedPubMedCentral Rhodes RE, Courneya KS, Blanchard CM, Plotnikoff RC. Prediction of leisure-time walking: an integration of social cognitive, perceived environmental, and personality factors. Int J Behav Nutr Phys Act. 2007;4:51.CrossRefPubMedPubMedCentral
46.
go back to reference Shigematsu R, Sallis JF, Conway TL, et al. Age differences in the relation of perceived neighborhood environment to walking. Med Sci Sports Exerc. 2009; 41:314-321.CrossRefPubMed Shigematsu R, Sallis JF, Conway TL, et al. Age differences in the relation of perceived neighborhood environment to walking. Med Sci Sports Exerc. 2009; 41:314-321.CrossRefPubMed
47.
go back to reference Van Cauwenberg J, De Bourdeaudhuij I, De Meester F, et al. Relationship between the physical environment and physical activity in older adults: A systematic review. Health Place. 2011; 17:458-469.CrossRefPubMed Van Cauwenberg J, De Bourdeaudhuij I, De Meester F, et al. Relationship between the physical environment and physical activity in older adults: A systematic review. Health Place. 2011; 17:458-469.CrossRefPubMed
49.
go back to reference Heath GW, Brownson RC, Kruger J, et al. The effectiveness of urban design and land use and transport policies and practices to increase physical activity: A systematic review. J Phys Act Health. 2006; 3:S55-S76.CrossRef Heath GW, Brownson RC, Kruger J, et al. The effectiveness of urban design and land use and transport policies and practices to increase physical activity: A systematic review. J Phys Act Health. 2006; 3:S55-S76.CrossRef
50.
go back to reference Kahn EB, Ramsey LT, Brownson RC, et al. The effectiveness of interventions to increase physical activity: A systematic review. Am J Prev Med. 2002; 22:73-107.CrossRefPubMed Kahn EB, Ramsey LT, Brownson RC, et al. The effectiveness of interventions to increase physical activity: A systematic review. Am J Prev Med. 2002; 22:73-107.CrossRefPubMed
Metadata
Title
Direct and Indirect Associations Between the Built Environment and Leisure and Utilitarian Walking in Older Women
Authors
Philip J. Troped, PhD
Kosuke Tamura, PhD
Meghan H. McDonough, PhD
Heather A. Starnes, PhD
Peter James, ScD
Eran Ben-Joseph, PhD
Ellen Cromley, PhD
Robin Puett, PhD
Steven J. Melly, MA, MS
Francine Laden, ScD
Publication date
01-04-2017
Publisher
Springer US
Published in
Annals of Behavioral Medicine / Issue 2/2017
Print ISSN: 0883-6612
Electronic ISSN: 1532-4796
DOI
https://doi.org/10.1007/s12160-016-9852-2

Other articles of this Issue 2/2017

Annals of Behavioral Medicine 2/2017 Go to the issue