1. Transportation Research Board (TRB) Does the built environment influence physical activity: Examining the evidence. Vol. 282. TRB Special report; Washington DC: 2005.
2. Fenton M. Battling America’s epidemic of physical inactivity: building more walkable, livable communities. J Nutrition, E, Beh. 2005;37(Suppl. 2):S115–120. [PubMed] 3. Boehmer TK, Hoehner CM, Deshpande AD, Brennan-Ramierez LK, Brownson RC. Perceived and observed neighborhood indicators of obesity among young adults. Int J of Obes. 2007;31:968–977. [PubMed] 4. Fox KR, Hillsdon M. Physical activity and obesity. Obesity Rev. 2007;8(Suppl.1):115–121. [PubMed]
5. Farley T, Cohen D. Fixing a fat nation: Why diets and gyms won’t save us from the obesity epidemic. Washington Monthly. 2001
6. Black A. Analysis of census data on walking to work and working at home. Trans Quart. 1990;44:107–120.
7. Schilling J, Linton L. The public health roots of zoning. Am J Prev Med. 2005;28:2S2. [PubMed]
8. Frank LD, Sallis JF, Conway TL, Chapman JE, Saelens BE, Bachman W. Many pathways from land use to health. J Am Plan Assoc. 2006;72(1):75–87.
9. Boarnet M, Sarmiento S. Can land-use policy really affect travel behavior? A study of the link between non-work travel and land-use characteristics. Urban Studies. 1998;35:1155–1169.
10. Schwanen T, Dijist M, Dielman F. Policies for urban form and their impact on travel: The Netherlands experience. Urban Studies. 2004;41:579–603.
11. Vuori IM, Oja P, Paronen O. Physically active commuting to work: Testing its potential for exercise promotion. Med Sci Sports Exerc. 1994;26:644–50. [PubMed]
12. Southworth M. Walkable suburbs? An evaluation of neotraditional communities at the urban edge. J Am Plan Assoc. 1997;63(1):28–40.
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. [PubMed] 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. [PubMed] 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. [PubMed] 16. Seigel P, Brackbill P, Heath G. The epidemiology of walking for exercise: implications for promoting activity among sedentary groups. Am J Pub Health. 1995;85:706–710. [PubMed] 17. Litman T. Integrating public health objectives in transportation decision-making. Am J Health Prom. 2005;8:103–108. [PubMed]
18. Levine J, Frank LD. Transportation and land-use preferences and residents neighborhood choices: the sufficiency of compact development in the Atlanta region. Transportation. 2007;34:255–274.
19. Cohen D, McKenzie T, Sehgal A, Williamson S, Golinelli D, Laurie N. Contribution of public parks to physical activity. Am J Pub Health. 2007;3:509–514. [PubMed]
20. Walker C. The Public Value of Urban Parks. Urban Institute; Washington DC: 2004.
21. Stokes R, MacDonald J, Ridgeway G. Estimating the effects of light rail transit on health care costs. Heath and Place. 2008;14:45–58. [PubMed]
22. Greenburg M, Renne J, Lane R, Zupan J. Physical activity and use of suburban train stations: An exploratory analysis. J Pub Trans. 2005;8:89–117.
23. Wener RE, Evans GW. A morning stroll: levels of physical activity in car and mass transit commuting. Environment Behav. 2007;39:62–74.
24. Cervero R, Gorham R. Commuting in transit versus automobile neighborhoods. J Am Plan Assoc. 1995;61:210–225.
25. Lane BW. Significant characteristics of the urban rail renaissance in the U.S.: A discriminate analysis. Transportation Res A. 2008;42:279–295.
26. Besser L, Danneberg A. Walking to public transit: Steps to help meet physical activity recommendations. Am J Prev Med. 2005;29:273–280. [PubMed] 27. Frank L, Andresen M, Schmid T. Obesity relationships with community design, physical activity and time spent in cars. Am J Prev Med. 2004;27(2):87–95. [PubMed] 28. Vandergrift D, Yoked T. Obesity rates, income and suburban sprawl: An analysis of U.S. States. Health and Place. 2004;10:221–229. [PubMed] 29. Lopez-Zetina J, Lee H, Friis R. The link between obesity and the built environment. Evidence from an ecological analysis of obesity and vehicle miles of travel in California. Health and Place. 2005;12:656–664. [PubMed] 30. Dannenberg AL, Jackson RJ, Frumkin H, Schieber RA, Pratt M, Kochtitzky C, Tilson HH. The impact of community design and land-use choices on public health: A scientific research agenda. Am J Pub Health. 2003;93:1500–1508. [PubMed] 31. Leslie E, Salelens BE, Frank LD, Owen N, Baumann A, Coffee N, Hugo G. Residents perceptions of walkability attributes in objectively different neighborhoods: A pilot study. Health and Place. 2005;11(3):227–236. [PubMed] 32. Giles-Corti B, Donovan R. Relative influences of individual, social environmental and physical environmental correlates to walking. Am J Pub Health. 2003;93:1583–1589. [PubMed] 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. [PubMed] 34. King WC, Belle SH, Brach JS, Simkin-Silverman LR, Soska T, Krisk A. Objective measures of neighborhood environment and physical activity in older women. Am J Prev Med. 2005;28:461–469. [PubMed] 35. Hoehner CM, Brennan-Ramirez LK, Elliott MB, Handy SL, Brownson RC. Perceived and objective environmental measures and physical activity among urban adults. Am J Prev Med. 2005;28:105–116. [PubMed]
36. Mokhtarian P, Xinyu C. Examining the impacts of residential self selection on travel behavior: A focus on methodologies. Trans Res B. 2008;42:204–228.
37. Cao X, Handy SL, Mokhtarian PL. The influences of the built environment and residential self-selection on pedestrian behavior: Evidence from Austin TX. Transportation. 2006;33:1–20.
38. Kim S, Ulfarsonn GF, Hennessy JT. Analysis of light rail rider travel behavior: Impacts of individual, built environment, and crime characteristics on transit access. Trans Res A. 2006;41:511–522.
40. Geographic Data Technology Inc. ESRI Inc. U.S. GDC Park Landmarks. ESRI Data & Maps, [CD-ROM] (parks.shp) ESRI Inc; Redlands, CA: 2004a. 2004.
43. Craig C, Marshall AL, Sjostrom M, et al. International physical activity questionnaire: 12-country reliability and validity. Med Sci Sports Exerc. 2003;35:1381–95. [PubMed]
44. Taylor R. Breaking away from broken windows: Baltimore neighborhoods and the nationwide fight against crime, grime, fear, and decline. Westview Press; Boston MA: 2000.
45. Jolliffe Ian T. Principal Component Analysis. 2nd ed. Springer; New York: 2002.
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. [PubMed]
47. Cummins S, Matthews SA, Saelens BE, Glanz K, Bissat JG, Frank LD, McManus B. Ground truths? Validating secondary data in studies of the neighborhood food environment; Presentation to the National Institute of Environmental Health Science 2nd Obesity and Built Environment Meeting; Durham, NC. September 5–6, 2007.
48. McCaffrey DF, Ridgeway G, Morrall AR. Propensity Score Estimation with Boosted Regression for Evaluating Causal Effects in Observational Studies. Psych Methods. 2004;9:423–434. [PubMed] 49. Sacks FM, Bray GA, Carey VJ, Smith SR, Ryan DH, Anton SD, McManus K, Champagne CM, Bishop LM, Laranjo N, Leboff MS, Rood JC, de Jonge L, Greenway FL, Loria CM, Obarzanek E, Williamson DA. Comparison of weight-loss diets with different compositions of fat, protein, and carbohydrates. N Engl J Med. 2009;360(9):859–73. [PMC free article] [PubMed]
50. Boarnet M, Crane R. Travel by design: The influence of urban form on travel. Oxford University Press; New York: 2001.
51. Frumpkin H, Frank L, Jackson R. Urban sprawl and public health: Designing, planning and building for healthy communities. Island Press; Washington DC: 2004.
53. Kuby M, Barranda A, Upchurch C. Factors influencing light rail boardings in the U.S. Trans Res A. 2004;38:223–247.