Skip to main content
Top
Published in: Journal of General Internal Medicine 12/2007

01-12-2007 | Original Article

Walking for Transportation or Leisure: What Difference Does the Neighborhood Make?

Authors: Ming Wen, PhD, Namratha R. Kandula, MD MPH, Diane S. Lauderdale, PhD

Published in: Journal of General Internal Medicine | Issue 12/2007

Login to get access

Abstract

Background

Patients are often advised to initiate a physical activity program by walking for transportation or leisure. This study explored whether neighborhood factors beyond the individual might affect compliance.

Objective

We examined the associations between total walking and neighborhood factors in a multi-ethnic population-based sample in California and the roles race/ethnicity plays in these associations.

Design

Cross-sectional study

Participants

Individual-level data were obtained from the 2003 California Health Interview Survey. Participants’ census tracts were linked to Census 2000 data to capture neighborhood SES.

Measurements and Main Results

The dependent variable was self-reported walking at recommended levels. Neighborhood SES was measured by a scale of 4 Census-based variables (alpha = 0.83). Social cohesion was measured by a scale tapping the extent of perceived social connectedness, trust, and solidarity among neighbors (alpha = 0.70). Neighborhood access to a park, playground, or open space was measured by a single item. Safety was measured by a scale of three items (alpha = 0.66). We performed a series of multiple logit models with robust variance estimates while taking complex survey design into account. Neighborhood social cohesion (odds ratio [OR] = 1.09, 95% CI = 1.04, 1.14) and access to a park, playground, or open space (OR = 1.26, 95% CI = 1.16, 1.36) were significant environmental correlates of walking at recommended levels, independent of individual socio-demographics. Subgroup analysis showed that neighborhood effects were different by race/ethnicity.

Conclusions

Neighborhood physical and social environmental factors are significantly associated with walking at recommended levels. Being aware of the ways that the environment could affect a patient’s compliance with PA recommendations may help physicians tailor recommendations to circumstances.
Literature
1.
go back to reference Centers for Disease Control and Prevention. Perceptions of neighborhood characteristics and leisure-time physical inactivity—Austin/Travis County, Texas, 2004. MMWR Morb Mort Wkly Rep. 2005;54(37):926–8. Centers for Disease Control and Prevention. Perceptions of neighborhood characteristics and leisure-time physical inactivity—Austin/Travis County, Texas, 2004. MMWR Morb Mort Wkly Rep. 2005;54(37):926–8.
2.
go back to reference U.S. Department of Health and Human Services. Healthy People 2010. With Understanding and Improving Health and Objectives for Improving Health. Vol 2 volumes, 2nd ed. Washington, DC: U.S. Government Printing Office; 2000. U.S. Department of Health and Human Services. Healthy People 2010. With Understanding and Improving Health and Objectives for Improving Health. Vol 2 volumes, 2nd ed. Washington, DC: U.S. Government Printing Office; 2000.
3.
go back to reference Centers for Disease Control and Prevention. Physical activity trends—United States, 1990–1998. MMWR Morb Mort Wkly Rep. 2001;50:166–9. Centers for Disease Control and Prevention. Physical activity trends—United States, 1990–1998. MMWR Morb Mort Wkly Rep. 2001;50:166–9.
4.
go back to reference Dishman RK, Buckworth J. Increasing physical activity: a quantitative synthesis. Med Sci Sports Exerc. 1996;28(6):706–19.PubMed Dishman RK, Buckworth J. Increasing physical activity: a quantitative synthesis. Med Sci Sports Exerc. 1996;28(6):706–19.PubMed
5.
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(4S). 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(4S).
6.
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(9):1529–36.PubMedCrossRef 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(9):1529–36.PubMedCrossRef
7.
go back to reference Hillsdon M, Thorogood M, Antiss T, Morris J. Randomized controlled trials of physical activity promotion in a free-living populations: a review. J Epidemiol Community Health. 1995;49:448–53.PubMed Hillsdon M, Thorogood M, Antiss T, Morris J. Randomized controlled trials of physical activity promotion in a free-living populations: a review. J Epidemiol Community Health. 1995;49:448–53.PubMed
8.
go back to reference The Surgeon General’s Call to Action Prevent and Decrease Overweight and Obesity. Washington, DC: U.S. Government Printing Office; 2001. The Surgeon General’s Call to Action Prevent and Decrease Overweight and Obesity. Washington, DC: U.S. Government Printing Office; 2001.
9.
go back to reference Fletcher GF. How to implement physical activity in primary and secondary prevention: a statement for healthcare professionals from the task force on risk reduction, American Heart Association. Circulation. 1997;96:355–8.PubMed Fletcher GF. How to implement physical activity in primary and secondary prevention: a statement for healthcare professionals from the task force on risk reduction, American Heart Association. Circulation. 1997;96:355–8.PubMed
10.
go back to reference U.S. Department of Health and Human Services, Centers of Disease Control and Prevention. Physical Activity and Health: A Report of the Surgeon General. National Center for Chronic Disease Prevention and Health Promotion; 1996:87–142. U.S. Department of Health and Human Services, Centers of Disease Control and Prevention. Physical Activity and Health: A Report of the Surgeon General. National Center for Chronic Disease Prevention and Health Promotion; 1996:87–142.
11.
go back to reference Ainsworth BE, Wilcox S, Thompson WW, Richter DL, Henderson KA. Personal, social, and physical environmental correlates of physical activity in African-American Women in South Carolina. Am J Prev Med. 2003;25(3Si):23–9.PubMedCrossRef Ainsworth BE, Wilcox S, Thompson WW, Richter DL, Henderson KA. Personal, social, and physical environmental correlates of physical activity in African-American Women in South Carolina. Am J Prev Med. 2003;25(3Si):23–9.PubMedCrossRef
12.
go back to reference Huston SL, Evenson KR, Bors P, Gizlice Z. Neighborhood environment, access to places for activity, and leisure-time physical activity in a diverse North Carolina Population. Am J Health Promot. 2003;18:58–69.PubMed Huston SL, Evenson KR, Bors P, Gizlice Z. Neighborhood environment, access to places for activity, and leisure-time physical activity in a diverse North Carolina Population. Am J Health Promot. 2003;18:58–69.PubMed
13.
go back to reference Robinson TN, Sirard JR. Preventing childhood obesity: a solution-oriented research paradigm. Am J Prev Med. 2005;28(suppl 2):194–201.PubMedCrossRef Robinson TN, Sirard JR. Preventing childhood obesity: a solution-oriented research paradigm. Am J Prev Med. 2005;28(suppl 2):194–201.PubMedCrossRef
14.
go back to reference Duncan SC, Duncan TE, Strycker LA. A multilevel analysis of neighborhood context and youth alcohol and drug problems. Prevention Science 2002;3(2):125–33.PubMedCrossRef Duncan SC, Duncan TE, Strycker LA. A multilevel analysis of neighborhood context and youth alcohol and drug problems. Prevention Science 2002;3(2):125–33.PubMedCrossRef
15.
go back to reference Giles-Corti B, Donovan RJ. Relative influences of individual, social environmental, and physical environmental correlates of walking. Am J Public Health. 2003;93(9):1583–9.PubMedCrossRef Giles-Corti B, Donovan RJ. Relative influences of individual, social environmental, and physical environmental correlates of walking. Am J Public Health. 2003;93(9):1583–9.PubMedCrossRef
16.
go back to reference McNeill LH, Kreuter MW, Subramanian SV. Social environment and physical activity: a review of concepts and evidence. Soc Sci Med. 2006;63:1011–22.PubMedCrossRef McNeill LH, Kreuter MW, Subramanian SV. Social environment and physical activity: a review of concepts and evidence. Soc Sci Med. 2006;63:1011–22.PubMedCrossRef
17.
go back to reference Ross CE. Walking, exercising, and smoking: does neighborhood matter? Soc Sci Med. 2000;51(2):265–74.PubMedCrossRef Ross CE. Walking, exercising, and smoking: does neighborhood matter? Soc Sci Med. 2000;51(2):265–74.PubMedCrossRef
18.
go back to reference Sundquist J, Malmström M, Johansson S-E. Cardiovascular risk factors and the neighborhood environment: a multilevel analysis. Int J Epidemiol. 1999;28(5):841–5.PubMedCrossRef Sundquist J, Malmström M, Johansson S-E. Cardiovascular risk factors and the neighborhood environment: a multilevel analysis. Int J Epidemiol. 1999;28(5):841–5.PubMedCrossRef
19.
go back to reference Yen IH, Kaplan GA. Poverty area residence and changes in physical activity level: Evidence from the Alameda County study. Am J Public Health. 1998;88:1709–12.PubMed Yen IH, Kaplan GA. Poverty area residence and changes in physical activity level: Evidence from the Alameda County study. Am J Public Health. 1998;88:1709–12.PubMed
20.
go back to reference Cubbin C, Hadden WC, Winkleby MA. Neighborhood context and cardiovascular disease risk factors: the contribution of material deprivation. Ethn Dis. 2001;11(4):687–700.PubMed Cubbin C, Hadden WC, Winkleby MA. Neighborhood context and cardiovascular disease risk factors: the contribution of material deprivation. Ethn Dis. 2001;11(4):687–700.PubMed
21.
go back to reference Lee RE, Cubbin C. Neighborhood context and youth cardiovascular health behaviors. Am J Public Health. 2002;92(3):428–36.PubMed Lee RE, Cubbin C. Neighborhood context and youth cardiovascular health behaviors. Am J Public Health. 2002;92(3):428–36.PubMed
23.
go back to reference Duncan MJ, Spence JC, Mummery WK. Perceived environment and physical activity: a meta-analysis of selected environmental characteristics. Int J Behav Nutr Phys Act. 2005;2(11):1–9. Duncan MJ, Spence JC, Mummery WK. Perceived environment and physical activity: a meta-analysis of selected environmental characteristics. Int J Behav Nutr Phys Act. 2005;2(11):1–9.
24.
go back to reference Ewing R. Can the physical environment determine physical activity levels? Exerc Sport Sci Rev. 2005;33(2):69–75.PubMedCrossRef Ewing R. Can the physical environment determine physical activity levels? Exerc Sport Sci Rev. 2005;33(2):69–75.PubMedCrossRef
25.
go back to reference Eyler AA, Baker E, Cromer L, King AC, Brownson RC, Donatelle RJ. Physical activity and minority women: a qualitative study. Health Educ Behav. 1998;25:640–52.PubMedCrossRef Eyler AA, Baker E, Cromer L, King AC, Brownson RC, Donatelle RJ. Physical activity and minority women: a qualitative study. Health Educ Behav. 1998;25:640–52.PubMedCrossRef
26.
go back to reference Boslaugh SE, Luke DA, Brownson RC, Naleid KS, Kreuter MW. Perceptions of neighborhood environment for physical activity: Is it “who you are” or “where you live”? J Urban Health 2004;81(4):671–81.PubMed Boslaugh SE, Luke DA, Brownson RC, Naleid KS, Kreuter MW. Perceptions of neighborhood environment for physical activity: Is it “who you are” or “where you live”? J Urban Health 2004;81(4):671–81.PubMed
27.
go back to reference King AC, Castro C, Wilcox S, Eyler AA, Sallis JF, Brownson RC. Personal and environmental factors associated with physical inactivity among different racial-ethnic groups of U.S. middle-aged and older-aged women. Health Psychol. 2000;19(4):354–64.PubMedCrossRef King AC, Castro C, Wilcox S, Eyler AA, Sallis JF, Brownson RC. Personal and environmental factors associated with physical inactivity among different racial-ethnic groups of U.S. middle-aged and older-aged women. Health Psychol. 2000;19(4):354–64.PubMedCrossRef
28.
go back to reference California Health Interview Survey. The 2003 California Health Interview Survey Response Rates. Los Angeles, CA: UCLA Center for Health Policy Research; 2003. California Health Interview Survey. The 2003 California Health Interview Survey Response Rates. Los Angeles, CA: UCLA Center for Health Policy Research; 2003.
29.
go back to reference Bedimo-Rung AO, Mowen AJ, Cohen D. The significance of parks to physical activity and public health: a conceptual model. Am J Prev Med. 2005;28(suppl 2):159–68.PubMedCrossRef Bedimo-Rung AO, Mowen AJ, Cohen D. The significance of parks to physical activity and public health: a conceptual model. Am J Prev Med. 2005;28(suppl 2):159–68.PubMedCrossRef
30.
go back to reference Cohen DA, McKenzie TL, Sehgal A, Williamson S, Golinelli D, Lurie N. Contribution of public parks to physical activity. Am J Public Health. 2007;97(3):509–14.PubMedCrossRef Cohen DA, McKenzie TL, Sehgal A, Williamson S, Golinelli D, Lurie N. Contribution of public parks to physical activity. Am J Public Health. 2007;97(3):509–14.PubMedCrossRef
31.
go back to reference Godbey GC, Caldwell LL, Floyd M, Payne LL. Contributions of leisure studies and recreation and park management research to the active living agenda. Amerique. 2005;28(suppl 2):150–8. Godbey GC, Caldwell LL, Floyd M, Payne LL. Contributions of leisure studies and recreation and park management research to the active living agenda. Amerique. 2005;28(suppl 2):150–8.
32.
go back to reference Sallis JF, Bauman A, Pratt M. Environmental and policy interventions to promote physical activity. Am J Prev Med. 1998;15:379–97.PubMedCrossRef Sallis JF, Bauman A, Pratt M. Environmental and policy interventions to promote physical activity. Am J Prev Med. 1998;15:379–97.PubMedCrossRef
33.
go back to reference Sallis JF, Linton LS, Kraft MK. The first Active Living Research conference: growth of a transdisciplinary field. Am J Prev Med. 2005;28(2S2):93–5.PubMedCrossRef Sallis JF, Linton LS, Kraft MK. The first Active Living Research conference: growth of a transdisciplinary field. Am J Prev Med. 2005;28(2S2):93–5.PubMedCrossRef
34.
go back to reference Centers for Disease Control and Prevention. Physical activity among Asians and Native Hawaiian or other Pacific Islanders—50 states and the District of Columbia, 2001–2003. MMWR Morb Mort Wkly Rep. 2004;53(33):756–60. Centers for Disease Control and Prevention. Physical activity among Asians and Native Hawaiian or other Pacific Islanders—50 states and the District of Columbia, 2001–2003. MMWR Morb Mort Wkly Rep. 2004;53(33):756–60.
35.
go back to reference Kandula NR, Lauderdale DS. Leisure time, non-leisure time, and occupational physical activity in Asian Americans. Ann Epidemiol. 2005;15(4):257–65.PubMedCrossRef Kandula NR, Lauderdale DS. Leisure time, non-leisure time, and occupational physical activity in Asian Americans. Ann Epidemiol. 2005;15(4):257–65.PubMedCrossRef
36.
go back to reference Grzywacz JG, Marks NF. Social inequalities and exercise during adulthood: toward an ecological perspective. J Health Soc Behav. 2001;42(2):202–20.PubMedCrossRef Grzywacz JG, Marks NF. Social inequalities and exercise during adulthood: toward an ecological perspective. J Health Soc Behav. 2001;42(2):202–20.PubMedCrossRef
37.
go back to reference Humpel N, Owen N, Iverson D, Leslie E, Bauman A. Perceived environment attributes, residential location, and walking for particular purposes. Am J Prev Med. 2004;26(2):119–25.PubMedCrossRef Humpel N, Owen N, Iverson D, Leslie E, Bauman A. Perceived environment attributes, residential location, and walking for particular purposes. Am J Prev Med. 2004;26(2):119–25.PubMedCrossRef
38.
go back to reference Motl RW, Dishman RK, Ward DS, et al. Perceived physical environment and physical activity across one year among adolescent girls: self-efficacy as a possible mediator? J Adolesc Health. 2005;37(5):403–8.PubMedCrossRef Motl RW, Dishman RK, Ward DS, et al. Perceived physical environment and physical activity across one year among adolescent girls: self-efficacy as a possible mediator? J Adolesc Health. 2005;37(5):403–8.PubMedCrossRef
39.
go back to reference Shenassa ED, Liebhaber A, Ezeamama A. Perceived safety of area of residence and exercise: a pan-European study. Am J Epidemiol. 2006;163(11):1012–7.PubMedCrossRef Shenassa ED, Liebhaber A, Ezeamama A. Perceived safety of area of residence and exercise: a pan-European study. Am J Epidemiol. 2006;163(11):1012–7.PubMedCrossRef
40.
go back to reference Voorhees CC, Young DR. Personal, social, and physical environmental correlates of physical activity levels in urban Latinas. Am J Prev Med. 2003;25(3Si):61–8.PubMedCrossRef Voorhees CC, Young DR. Personal, social, and physical environmental correlates of physical activity levels in urban Latinas. Am J Prev Med. 2003;25(3Si):61–8.PubMedCrossRef
41.
go back to reference Wen M, Browning CR, Cagney K. A multi-level study of neighborhood environment and its relationship to physical activity in adulthood. Urban Stud. 2007;44(13):1–18. Wen M, Browning CR, Cagney K. A multi-level study of neighborhood environment and its relationship to physical activity in adulthood. Urban Stud. 2007;44(13):1–18.
42.
go back to reference Degrance JM, Mouton CP, Lichtenstein MJ, Hazuda HP. Potential mediators of ethnic differences in physical activity in older Mexican Americans and European Americans: Results from the San Antonio Longitudinal Study of Aging. J Am Geriatr Soc. 2005;53:1240–7.CrossRef Degrance JM, Mouton CP, Lichtenstein MJ, Hazuda HP. Potential mediators of ethnic differences in physical activity in older Mexican Americans and European Americans: Results from the San Antonio Longitudinal Study of Aging. J Am Geriatr Soc. 2005;53:1240–7.CrossRef
43.
go back to reference Lindström M, Hanson BS, Wirfalt E, Ostergren PO. Socioeconomic differences in the consumption of vegetables, fruit and fruit juices. The influence of psychosocial factors. Eur J Public Health. 2001;11(1):51–9.PubMedCrossRef Lindström M, Hanson BS, Wirfalt E, Ostergren PO. Socioeconomic differences in the consumption of vegetables, fruit and fruit juices. The influence of psychosocial factors. Eur J Public Health. 2001;11(1):51–9.PubMedCrossRef
44.
go back to reference Berrigan D, Troiano RP, McNeel T, DiSogra C, Ballard-Barbash R. Active transportation increases adherence to activity recommendations. Am J Prev Med. 2006;31(3):210–6.PubMedCrossRef Berrigan D, Troiano RP, McNeel T, DiSogra C, Ballard-Barbash R. Active transportation increases adherence to activity recommendations. Am J Prev Med. 2006;31(3):210–6.PubMedCrossRef
45.
go back to reference Berke EM, Koepsell TD, Moudon AV, Hoskins RE, Larson EB. Association of the built environment with physical activity and obesity in older persons. Am J Public Health. 2007;97(3):486–92.PubMedCrossRef Berke EM, Koepsell TD, Moudon AV, Hoskins RE, Larson EB. Association of the built environment with physical activity and obesity in older persons. Am J Public Health. 2007;97(3):486–92.PubMedCrossRef
46.
go back to reference Jacobson D, Strohecker L, Compton M, Katz D. Physical activity counseling in the adult primary care setting position statement of the American College of Preventive Medicine. Am J Prev Med. 2005;29(2):158–62.PubMedCrossRef Jacobson D, Strohecker L, Compton M, Katz D. Physical activity counseling in the adult primary care setting position statement of the American College of Preventive Medicine. Am J Prev Med. 2005;29(2):158–62.PubMedCrossRef
47.
go back to reference Bolognesi M, Nigg CR, Massarini M, Lippke S. Reducing obesity indicators through PACE in Italian Primary Care settings. Annals Behav Med 2006;31:179–85CrossRef Bolognesi M, Nigg CR, Massarini M, Lippke S. Reducing obesity indicators through PACE in Italian Primary Care settings. Annals Behav Med 2006;31:179–85CrossRef
48.
go back to reference Heymann J, Fishcher A. Neighborhoods, Health Research, and Its Relevance to Public Policy. In: Kawachi I, Berkman LF, eds. Neighborhoods and Health. New York: Oxford University Press; 2003:335–47. Heymann J, Fishcher A. Neighborhoods, Health Research, and Its Relevance to Public Policy. In: Kawachi I, Berkman LF, eds. Neighborhoods and Health. New York: Oxford University Press; 2003:335–47.
49.
go back to reference Katx L, Kling J, Liebman J. Moving to opportunity in Boston: early results of a randomized mobility experiment. Q J Econ. 2001;116(2):604–54. Katx L, Kling J, Liebman J. Moving to opportunity in Boston: early results of a randomized mobility experiment. Q J Econ. 2001;116(2):604–54.
50.
go back to reference Rosenbaum JE. Changing the geography of opportunity by expanding residential choice: lessons from the Gautreaux Program. Hous Policy Debate. 1995;6:231–69. Rosenbaum JE. Changing the geography of opportunity by expanding residential choice: lessons from the Gautreaux Program. Hous Policy Debate. 1995;6:231–69.
Metadata
Title
Walking for Transportation or Leisure: What Difference Does the Neighborhood Make?
Authors
Ming Wen, PhD
Namratha R. Kandula, MD MPH
Diane S. Lauderdale, PhD
Publication date
01-12-2007
Publisher
Springer-Verlag
Published in
Journal of General Internal Medicine / Issue 12/2007
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-007-0400-4

Other articles of this Issue 12/2007

Journal of General Internal Medicine 12/2007 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.