What neighborhood area captures built environment features related to adolescent physical activity?
Open accessAbstract
In research investigating built environment (BE) influences on physical activity (PA), inconsistent neighborhood definitions may contribute to inconsistent findings. Using data from the National Longitudinal Study of Adolescent Health (Wave I; 1994-95), we compared associations between moderate-vigorous PA (MVPA) and PA facility counts and street connectivity measures (intersection density and link:node ratio) within 1, 3, 5, and 8.05 km of each respondent's residence (Euclidean neighborhood buffers). BE-MVPA associations varied by BE characteristic, urbanicity, and sex. PA facilities within 3 km buffers and intersection density within 1 km buffers exhibited the most consistent associations with MVPA. Policy recommendations and corresponding research should address potential differences in relevant neighborhood areas across environment feature and population subgroup.
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Cross-sectional and longitudinal analyses from the National Longitudinal Study of Adolescent Health suggest some positive associations between green space coverage or availability of physical activity facilities and physical activity among US adolescents but with somewhat varying findings depending on environment measure, physical activity outcome, and sex.
“Cross-sectional and longitudinal analyses from the National Longitudinal Study of Adolescent Health suggest some positive associations between green space coverage or availability of physical activity facilities and physical activity among US adolescents but with somewhat varying findings, depending on the environment measure, the physical activity outcome, and sex.345–348”
From Population Approaches to Improve Diet, Physical Activity, and Smoking Habits: A Scientific Statement From the American Heart Association (2012) · cites this paper as [348]
In a large US cohort of adolescents, street connectivity was positively related to moderate to vigorous physical activity in cross-sectional analyses, with variation by urbanicity and by sex.
“In the US cohort, street connectivity was positively related to moderate to vigorous physical activity in cross-sectional analyses, with variation by urbanicity and by sex,348 but was unrelated to moderate to vigorous physical activity in longitudinal analyses.”
From Population Approaches to Improve Diet, Physical Activity, and Smoking Habits: A Scientific Statement From the American Heart Association (2012) · cites this paper as [348]
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Cites
Protecting Adolescents From Harm: Findings From the National Longitudinal Study on Adolescent Health
Resnick, M. D. (1997) · JAMA · doi:10.1001/jama.1997.03550100049038 · Cited by 2,846 · see citing works
A structural approach to selection bias
Hernán, M. A., Hernández-Díaz, S., & Robins, J. M. (2004) · Epidemiology · doi:10.1097/01.ede.0000135174.63482.43 · Cited by 2,844 · cited 1× · see citing works
“Fourth, selection bias (Hernan et al., 2004) resulting from urbanicity stratification is possible, as selection of non-, low-, or high-urban areas may be related to both neighborhood amenities and propensity for PA.”
Saelens, B. E., Sallis, J. F., & Frank, L. D. (2003) · Annals of Behavioral Medicine · doi:10.1207/s15324796abm2502_03 · Cited by 2,285 · see citing works
Built Environment Correlates of Walking: A Review
SAELENS, B. E., & HANDY, S. L. (2008) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31817c67a4 · Cited by 1,912 · see citing works
Obesity relationships with community design, physical activity, and time spent in cars
Frank, L. D., Andresen, M. A., & Schmid, T. L. (2004) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2004.04.011 · Cited by 1,741 · see citing works
Relationship between Urban Sprawl and Physical Activity, Obesity, and Morbidity
Ewing, R., Schmid, T. L., Killingsworth, R. E., Zlot, A. I., & Raudenbush, S. W. (2003) · American Journal of Health Promotion · doi:10.4278/0890-1171-18.1.47 · Cited by 1,380 · see citing works
Protecting Adolescents From Harm
Hojat, M. (1998) · JAMA · doi:10.1001/jama.279.5.353 · Cited by 839 · see citing works
The (mis)estimation of neighborhood effects: causal inference for a practicable social epidemiology
Oakes, J. M. (2003) · Social Science & Medicine · doi:10.1016/j.socscimed.2003.08.004 · Cited by 753 · see citing works
Neighborhood Environments and Coronary Heart Disease: A Multilevel Analysis
Diez-Roux, A. V., Nieto, F. J., Muntaner, C., Tyroler, H. A., Comstock, G. W., Shahar, E., Cooper, L. S., Watson, R. L., & Szklo, M. (1997) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a009191 · Cited by 744 · see citing works
Giles‐Corti, B., Timperio, A. F., Bull, F., & Pikora, T. (2005) · Exercise and Sport Sciences Reviews · doi:10.1097/00003677-200510000-00005 · Cited by 689 · see citing works
Potential environmental determinants of physical activity in adults: a systematic review
Wendel‐Vos, W., Droomers, M., Kremers, S., Brug, J., & Van Lenthe, F. (2007) · Obesity Reviews · doi:10.1111/j.1467-789x.2007.00370.x · Cited by 641 · see citing works
Urbanization, Urbanicity, and Health
Vlahov, D. (2002) · Journal of Heredity · doi:10.1093/jurban/79.suppl_1.s1 · Cited by 557 · see citing works
Association of the Built Environment With Physical Activity and Obesity in Older Persons
Berke, E. M., Koepsell, T. D., Moudon, A. V., Hoskins, R. E., & Larson, E. B. (2007) · American Journal of Public Health · doi:10.2105/ajph.2006.085837 · Cited by 473 · see citing works
Neighborhoods and health: where are we and were do we go from here?
Roux, A. V. D. (2007) · Revue d Épidémiologie et de Santé Publique · doi:10.1016/j.respe.2006.12.003 · Cited by 442 · see citing works
Clarke, P. J. (2008) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2007.060798 · Cited by 367 · see citing works
Design and Destinations: Factors Influencing Walking and Total Physical Activity
Forsyth, A., Hearst, M. O., Oakes, J. M., & Schmitz, K. H. (2008) · Urban Studies · doi:10.1177/0042098008093386 · Cited by 337 · see citing works
Availability of Recreational Resources and Physical Activity in Adults
Roux, A. V. D., Evenson, K. R., McGinn, A. P., Brown, D. G., Moore, L. V., Brines, S. J., & Jacobs, D. R. (2007) · American Journal of Public Health · doi:10.2105/ajph.2006.087734 · Cited by 320 · see citing works
Vilhjálmsson, R., & Kristjánsdóttir, G. (2002) · Social Science & Medicine · doi:10.1016/s0277-9536(02)00042-4 · Cited by 313 · see citing works
Chaix, B., Merlo, J., Evans, D., Leal, C., & Havard, S. (2009) · Social Science & Medicine (1967) · doi:10.1016/j.socscimed.2009.07.018 · Cited by 209 · see citing works
Roman, C. G., & Chalfin, A. J. (2008) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2008.01.017 · Cited by 200 · see citing works
Environment and physical activity dynamics: The role of residential self-selection
Boone‐Heinonen, J., Gordon‐Larsen, P., Guilkey, D. K., Jacobs, D. R., & Popkin, B. M. (2009) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2009.09.003 · Cited by 195 · see citing works
Self-citationA hierarchy of sociodemographic and environmental correlates of walking and obesity
Frank, L. D., Kerr, J., Sallis, J. F., Miles, R., & Chapman, J. (2008) · Preventive Medicine · doi:10.1016/j.ypmed.2008.04.004 · Cited by 188 · see citing works
Neighborhood Design and Walking Trips in Ten U.S. Metropolitan Areas
Boer, R., Zheng, Y., Overton, A., Ridgeway, G. K., & Cohen, D. A. (2007) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2006.12.012 · Cited by 178 · see citing works
Adolescent physical activity and sedentary behavior
Laska, M. N., Gordon‐Larsen, P., Adair, L. S., & Popkin, B. M. (2005) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2004.12.006 · Cited by 170 · see citing works
Self-citationThe spatial dimensions of neighborhood effects
Spielman, S. E., & Yoo, E. (2009) · Social Science & Medicine · doi:10.1016/j.socscimed.2008.12.048 · Cited by 159 · see citing works
Metrics of Urban Form and the Modifiable Areal Unit Problem
Zhang, M., & Kukadia, N. (2005) · Transportation Research Record Journal of the Transportation Research Board · doi:10.3141/1902-09 · Cited by 115 · see citing works
Colabianchi, N., Dowda, M. C., Pfeiffer, K. A., Porter, D. E., Almeida, M. J., & Pate, R. R. (2007) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-4-66 · Cited by 107 · see citing works
Powell, L. M., Chaloupka, F. J., Slater, S. J., et al. (2007) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.07.002 · Cited by 95 · see citing works
Validation of a GIS facilities database: quantification and implications of error.
Boone, J., Gordon-Larsen, P., Stewart, J. D., & Popkin, B. (2008) · Annals of Epidemiology · doi:10.1016/j.annepidem.2007.11.008 · Cited by 95 · see citing works
Self-citationBoone‐Heinonen, J., Evenson, K. R., Song, Y., & Gordon‐Larsen, P. (2010) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-7-45 · Cited by 79 · see citing works
Self-citationLevels of analysis for the study of environmental health disparities
Soobader, M. J., Cubbin, C., Gee, G. C., Rosenbaum, A. S., & Laurenson, J. P. (2006) · Environmental Research · doi:10.1016/j.envres.2006.05.001 · Cited by 68 · see citing works
Lovasi, G., Moudon, A., Smith, N., Lumley, T., Larson, E., Sohn, D., Siscovick, D., & Psaty, B. (2008) · Health and Place · doi:10.1016/j.healthplace.2007.09.004 · Cited by 59 · see citing works
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- Authors
- Boone-Heinonen, J., Popkin, B. M., Song, Y., & Gordon-Larsen, P.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Venue
- Health & Place
- Publisher
- Elsevier BV
- Published
- 2010-11
- Volume
- 16
- Issue
- 6
- Pages
- 1280-1286
- ISSN
- 1353-8292 (ISSN-L)
- PMC
- PMC3005308
- OpenAlex
- W2063666386
- Cited by
- 104
- References
- 32
- Citations by year
- 2026: 4 · 2025: 1 · 2024: 1 · 2023: 4 · 2022: 3 · 2021: 6 · 2020: 4 · 2019: 10 · 2018: 6 · 2017: 9 · 2016: 5 · 2015: 12 · 2014: 10 · 2013: 8 · 2012: 9
- FWCI
- 21.86
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Health & Place (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- UNC Libraries
- Funders
- Robert Wood Johnson Foundation
- National Institutes of Health (2r24hd050924-06)
- Centers for Disease Control and Prevention (P01-HD31921, R36EH000380)
- Gillings School of Public Health
- University of North Carolina at Chapel Hill (P01‐HD31921)
- National Institute of Environmental Health Sciences (P30ES010126)
- National Institute of Child Health and Human Development (P01-HD31921)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD039183, R01-HD39183, R24 HD-050924, P01- HD31921, R01HD057194, P01HD031921, R01HD041375)
- Carolina Population Center, University of North Carolina at Chapel Hill (P01HD31921)
- Topics
- Social Sciences › Transportation › Urban Transport and Accessibility
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Urban Green Space and Health
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Keywords
- built environment, adolescent physical activity, moderate-to-vigorous physical activity, neighborhood definition, street connectivity, intersection density, recreational facilities, urbanicity, sex differences, Add Health
- MeSH terms
- Adolescent, Adolescent Behavior, Environment Design, Female, Humans, Longitudinal Studies, Male, Residence Characteristics, United States, Health Behavior, Exercise
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