The Effect of Light Rail Transit on Body Mass Index and Physical Activity
Open accessAbstract
Background The built environment can constrain or facilitate physical activity. Most studies of the health consequences of the built environment face problems of selection bias associated with confounding effects of residential choice and transportation decisions. Purpose To examine the cross-sectional associations between objective and perceived measures of the built environment; BMI; obesity (BMI>30 kg/m(2)); and meeting weekly recommended physical activity (RPA) levels through walking and vigorous exercise. To assess the effect of using light rail transit (LRT) system on BMI, obesity, and weekly RPA levels. Methods Data were collected on individuals before (July 2006-February 2007) and after (March 2008-July 2008) completion of an LRT system in Charlotte NC. BMI, obesity, and physical activity levels were calculated for a comparison of these factors pre- and post-LRT construction. A propensity score weighting approach adjusted for differences in baseline characteristics among LRT and non-LRT users. Data were analyzed in 2009. Results More-positive perceptions of one's neighborhood at baseline were associated with a -0.36 (p<0.05) lower BMI; 15% lower odds (95% CI=0.77, 0.94) of obesity; 9% higher odds (95% CI=0.99, 1.20) of meeting weekly RPA through walking; and 11% higher odds (95% CI=1.01, 1.22) of meeting RPA levels of vigorous exercise. The use of LRT to commute to work was associated with an average -1.18 reduction in BMI (p<0.05) and an 81% reduced odds (95% CI=0.04, 0.92) of becoming obese over time. Conclusions The results of this study suggest that improving neighborhood environments and increasing the public's use of LRT systems could provide improvements in health outcomes for millions of individuals.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
International physical activity questionnaire: 12-country reliability and validity
CRAIG, C. L., MARSHALL, A. L., SJ??STR??M, M., BAUMAN, A. E., BOOTH, M. L., AINSWORTH, B. E., PRATT, M., EKELUND, U., YNGVE, A., SALLIS, J. F., et al. (2003) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000078924.61453.fb · Cited by 21,619 · see citing works
Comparison of Weight-Loss Diets with Different Compositions of Fat, Protein, and Carbohydrates
Sacks, F. M., Bray, G. A., Carey, V. J., Smith, S. R., Ryan, D. H., Anton, S. D., McManus, K., Champagne, C. M., Bishop, L. M., Laranjo, N., et al. (2009) · New England Journal of Medicine · doi:10.1056/nejmoa0804748 · Cited by 1,966 · 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
McCaffrey, D. F., Ridgeway, G., & Morral, A. R. (2004) · Psychological Methods · doi:10.1037/1082-989x.9.4.403 · Cited by 1,317 · see citing works
Self-citationContribution of Public Parks to Physical Activity
Cohen, D. A., McKenzie, T. L., Sehgal, A., Williamson, S. L., Golinelli, D., & Lurie, N. (2007) · American Journal of Public Health · doi:10.2105/ajph.2005.072447 · Cited by 1,020 · see citing works
Self-citationPerceived and objective environmental measures and physical activity among urban adults
Hoehner, C. M., Ramirez, L. K. B., Elliott, M., Handy, S., & Brownson, R. C. (2005) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2004.10.023 · Cited by 898 · see citing works
Walking to Public TransitSteps to Help Meet Physical Activity Recommendations
Besser, L. M., & Dannenberg, A. L. (2005) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2005.06.010 · Cited by 659 · see citing works
Giles‐Corti, B., & Donovan, R. J. (2003) · American Journal of Public Health · doi:10.2105/ajph.93.9.1583 · Cited by 607 · see citing works
Leslie, E. R., Saelens, B. E., Frank, L. D., Owen, N. G., Bauman, A. E., Coffee, N. T., & Hugo, G. J. (2004) · Health & Place · doi:10.1016/j.healthplace.2004.05.005 · Cited by 436 · see citing works
The Impact of Community Design and Land-Use Choices on Public Health: A Scientific Research Agenda
Dannenberg, A. L., Jackson, R. J., Frumkin, H., Schieber, R. A., Pratt, M., Kochtitzky, C. S., & Tilson, H. H. (2003) · American Journal of Public Health · doi:10.2105/ajph.93.9.1500 · Cited by 396 · see citing works
Siegel, P. Z., Brackbill, R. M., & Heath, G. W. (1995) · American Journal of Public Health · doi:10.2105/ajph.85.5.706 · Cited by 326 · see citing works
Fox, K. R., & Hillsdon, M. M. (2007) · Obesity Reviews · doi:10.1111/j.1467-789x.2007.00329.x · Cited by 291 · see citing works
Objective Measures of Neighborhood Environment and Physical Activity in Older Women
King, W. C., Belle, S. H., Brach, J. S., Simkin‐Silverman, L. R., Soska, T. M., & Kriska, A. M. (2005) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2005.02.001 · Cited by 220 · see citing works
Perceived and observed neighborhood indicators of obesity among urban adults
Boehmer, T. K., Hoehner, C. M., Deshpande, A., Ramirez, L. K. B., & Brownson, R. C. (2007) · International Journal of Obesity · doi:10.1038/sj.ijo.0803531 · Cited by 187 · see citing works
López‐Zetina, J., Lee, H., & Friis, R. H. (2005) · Health & Place · doi:10.1016/j.healthplace.2005.09.001 · Cited by 175 · see citing works
Physically active commuting to work???testing its potential for exercise promotion
VUORI, I. M., Oja, P., & Paronen, O. (1994) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-199407000-00006 · Cited by 115 · see citing works
The public health roots of zoning
Schilling, J., & Linton, L. S. (2005) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2004.10.028 · Cited by 111 · see citing works
Obesity rates, income, and suburban sprawl: an analysis of US states
Vandegrift, D., & Yoked, T. (2003) · Health & Place · doi:10.1016/j.healthplace.2003.09.003 · Cited by 98 · see citing works
Estimating the effects of light rail transit on health care costs
Stokes, R. J., MacDonald, J. M., & Ridgeway, G. K. (2007) · Health & Place · doi:10.1016/j.healthplace.2007.04.002 · Cited by 69 · see citing works
Self-citationBattling America's Epidemic of Physical Inactivity: Building More Walkable, Livable Communities
Fenton, M. (2005) · Journal of Nutrition Education and Behavior · doi:10.1016/s1499-4046(06)60211-x · Cited by 49 · see citing works
Flagged first, then by citations
Research works printed but not linked: 10
- [13]Craig C Brownson C Cragg S Dunn A Exploring the effect of the environment on physical activity: A study examining walking to work Am J Prev Med 2002 23 36 43 12133736
- [14]Haskell WL Lee M Pate R Powell K Physical activity and public health: Updated recommendation for adults from the American College of Sports Medicine and the American Heart Association Med Sci Sports Exerc 2007 39 1423 1434 17762377
- [15]Frank L Economic determinants of urban form: Resulting trade-offs between active and sedentary forms of travel Am J Prev Med 2004 27 3 Suppl. 146 153 15450625
- [17]Litman T Integrating public health objectives in transportation decision-making Am J Health Prom 2005 8 103 108 13677968
- [33]Gauvin L Richard L Craig CL Spivock M Riva M Forster M Laforest S Laberge S Fournel MC Gagnon H Gagne S Potvin L From walkability to active living potential: An “ecometric” validation study Am J Prev Med 2005 28 2S2 126 133 15694520
- [44]Taylor R Breaking away from broken windows: Baltimore neighborhoods and the nationwide fight against crime, grime, fear, and decline 2000 Westview Press Boston MA
- [45]Jolliffe Ian T Principal Component Analysis 2002 Springer New York 2nd ed.
- [46]Cohen D McKenzie TL Sehgal A Williamson S Golinelli D Lurie N Contribution of parks to physical activity American Journal of Public Health 2007 97 509 514 17267728 PMC1805017
- [50]Boarnet M Crane R Travel by design: The influence of urban form on travel 2001 Oxford University Press New York
- [51]Frumpkin H Frank L Jackson R Urban sprawl and public health: Designing, planning and building for healthy communities 2004 Island Press Washington DC
Cited by
Sorted by citations
Kärmeniemi, M., Lankila, T., Ikäheimo, T., Koivumaa-Honkanen, H., & Korpelainen, R. (2018) · Annals of Behavioral Medicine · doi:10.1093/abm/kax043 · Cited by 446 · see citing works
Pratt, M., Sarmiento, O. L., Montes, F., Ogilvie, D., Marcus, B. H., Perez, L. G., & Brownson, R. C. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60736-3 · Cited by 295 · see citing works
“Does Compact Development Make People Drive Less?” The Answer Is Yes
Ewing, R., & Cervero, R. (2017) · Journal of the American Planning Association · doi:10.1080/01944363.2016.1245112 · Cited by 226 · see citing works
Reducing Violence by Transforming Neighborhoods: A Natural Experiment in Medellin, Colombia
Cerda, M., Morenoff, J. D., Hansen, B. B., Tessari Hicks, K. J., Duque, L. F., Restrepo, A., & Diez-Roux, A. V. (2012) · American Journal of Epidemiology · doi:10.1093/aje/kwr428 · Cited by 142 · see citing works
- Authors
- MacDonald, J. M., Stokes, R. J., Cohen, D. A., Kofner, A., & Ridgeway, G. K.
- Affiliations
- University of Pennsylvania (US)
- Drexel University (US)
- RAND Corporation (US)
- Corresponding author
- MacDonald, John M.
- Venue
- American Journal of Preventive Medicine
- Publisher
- Elsevier BV
- Published
- 2010-08
- Volume
- 39
- Issue
- 2
- Pages
- 105-112
- ISSN
- 0749-3797 (ISSN-L)
- PMC
- PMC2919301
- OpenAlex
- W1968198493
- Cited by
- 244
- References
- 20
- Citations by year
- 2026: 5 · 2025: 9 · 2024: 5 · 2023: 8 · 2022: 13 · 2021: 19 · 2020: 20 · 2019: 15 · 2018: 25 · 2017: 15 · 2016: 17 · 2015: 20 · 2014: 19 · 2013: 14 · 2012: 25
- FWCI
- 41.39
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- American Journal of Preventive Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Environmental Health Sciences (R21ES014167)
- Topics
- Social Sciences › Transportation › Urban Transport and Accessibility
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Urban Green Space and Health
- Keywords
- light rail transit, body mass index, obesity, physical activity, built environment, neighborhood environment, walking, high-intensity exercise, transit ridership, commuting, Charlotte, North Carolina, propensity score weighting
- MeSH terms
- Adult, Cross-Sectional Studies, Female, Humans, Male, Middle Aged, Motor Activity, North Carolina, Residence Characteristics, Transportation, Exercise, Body Mass Index, Walking
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review