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.
Similar content being viewed by others
References
Physical Activity Guidelines Advisory Committee. Physical activity guidelines advisory committee report, 2008. Washington, DC U.S. Department of Health and Human Services, 2008.
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.
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.
U.S. Centers for Disease Control and Prevention. BRFSS prevalence and trends data. Available at: www.cdc.gov/brfss/brfssprevalence/. Accessibility verified May 1, 2016,
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.
King AC. Interventions to promote physical activity by older adults. J Gerontol A Biol Sci Med Sci. 2001; 56(2):36-46.
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.
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.
McLeroy KR, Bibeau D, Steckler A, Glanz K. An ecological perspective on health promotion programs. Health Educ Q. 1988; 15:351-377.
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.
Stokols D. Establishing and maintaining healthy environments. Toward a social ecology of health promotion. Am Psychol. 1992; 47:6-22.
Stokols D. Translating social ecological theory into guidelines for community health promotion. Am J Health Promot. 1996; 10:282-298.
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.
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.
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.
Li F, Harmer PA, Cardinal BJ, et al. Built environment, adiposity, and physical activity in adults aged 50-75. Am J Prev Med. 2008; 35:38-46.
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.
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.
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.
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.
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.
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.
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.
U.S. Department of Health and Human Services. Healthy people 2020. Available at http://www.healthypeople.gov. Accessibilty verified November 13, 2015.
Nasar JL. Assessing perceptions of environments for active living. Am J Prev Med. 2008; 34:357-363.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Oak Ridge National Laboratory. 2006 Global Population database release. Available at http://www.ornl.gov/sci/landscan/index.shtml. Accessibility verified November 15, 2015.
ESRI. ESRI Data and Maps 9.3. Available at http://downloads2.esri.com/support/whitepapers/ao_/ESRIData&Maps9.3.pdf. Accessiility verified November 15, 2015.
Dill J. Measuring network connectivity for bicycling and walking. 83rd Annual Meeting of the Transportation Research Board. Washington, D.C.; 2004.
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.
U.S. Centers for Disease Control and Prevention. Division of nutrition, physical activity, and obesity. About adult BMI. Available at http://www.cdc.gov/healthyweight/assessing/bmi/adult_bmi/. Accessibility verified November 15, 2015.
Hayes AF. Beyond Baron and Kenny: Statistical mediation analysis in the new millennium. Communication Monographs. 2009; 76:408-420.
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.
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.
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.
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.
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.
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.
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.
U.S. Department of Health and Human Services. Step it up! the surgeon general’s call to action to promote walking and walkable communities. Available at http://www.surgeongeneral.gov/library/calls/walking-and-walkable-communities/index.html. Accessibility verified November 15, 2015.
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.
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.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Funding
This study was funded by the National Institutes of Health; grants 5R21CA125078 and UM1CA18610.
Conflict of Interest
Philip J. Troped, Kosuke Tamura, Meghan H. McDonough, Heather A. Starnes, Peter James, Eran Ben-Joseph, Ellen Cromley, Robin Puett, Steven J. Melly, and Francine Laden declare that they have no conflict of interest. All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Informed Consent
Informed consent was obtained from all individual participants included in this study.
About this article
Cite this article
Troped, P.J., Tamura, K., McDonough, M.H. et al. Direct and Indirect Associations Between the Built Environment and Leisure and Utilitarian Walking in Older Women. ann. behav. med. 51, 282–291 (2017). https://doi.org/10.1007/s12160-016-9852-2
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12160-016-9852-2