Integrating Walkability into Planning Practice

This study used data from www.walkscore.com to assess walking behavior in four U.S. cities. Walk scores measuring the so-called walkability of neighborhoods are ubiquitous, and although the relationship between walk scores and real estate values has been established, the relationship between walk scores and walking has not. In this research three models were developed to understand the correlation between walk scores (as indicators of walkability; i.e., opportunity to walk) and walking. The models looked at walk scores and walk mode share for different trip types. What changes should be expected with changing walk scores along different parts of the walk score spectrum are illustrated. Results suggest that walk scores may be used as a reasonable heuristic to assist with assessing trip impacts for individual projects. With the universal availability of such data, planners can establish a consistent, cost-effective tool for assessing walking behavior with robust and transferable results.

[1]  A. Cheadle,et al.  Operational Definitions of Walkable Neighborhood: Theoretical and Empirical Insights. , 2006, Journal of physical activity & health.

[2]  David Gillen,et al.  Estimation and specification of the effects of parking costs on urban transport mode choice , 1977 .

[3]  M. Deaves Walking to health. , 2015, Harvard men's health watch.

[4]  Lucas J Carr,et al.  Validation of Walk Score for estimating access to walkable amenities , 2010, British Journal of Sports Medicine.

[5]  Marlon G. Boarnet,et al.  Land Use, Urban Design, and Nonwork Travel: Reproducing Other Urban Areas’ Empirical Test Results in Portland, Oregon , 2000 .

[6]  H. Minken,et al.  10 - Norwegian Urban Tolls , 2004 .

[7]  Zhishi Guo,et al.  Does the pedestrian environment affect the utility of walking? A case of path choice in downtown Boston , 2009 .

[8]  Reid Ewing,et al.  Travel and the Built Environment: A Synthesis , 2001 .

[9]  Asha Weinstein Agrawal,et al.  How Far, by Which Route and Why? A Spatial Analysis of Pedestrian Preference , 2007 .

[10]  Moshe Ben-Akiva,et al.  Discrete Choice Analysis: Theory and Application to Travel Demand , 1985 .

[11]  J. M. Oakes,et al.  Design and Destinations: Factors Influencing Walking and Total Physical Activity , 2008 .

[12]  L. Frank,et al.  Impacts of Mixed Use and Density on Utilization of Three Modes of Travel: Single-Occupant Vehicle, Transit, and Walking , 1994 .

[13]  R. Cervero,et al.  TRAVEL DEMAND AND THE 3DS: DENSITY, DIVERSITY, AND DESIGN , 1997 .

[14]  A. Khattak,et al.  Can New Urbanism Encourage Physical Activity?: Comparing a New Urbanist Neighborhood with Conventional Suburbs , 2006 .

[15]  A. Moudon,et al.  Correlates of Walking for Transportation or Recreation Purposes. , 2006, Journal of physical activity & health.

[16]  J. Sallis,et al.  Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures , 2003, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[17]  Michael N. Bagley,et al.  The impact of residential neighborhood type on travel behavior: A structural equations modeling approach , 2001 .

[18]  J. M. Oakes,et al.  Does Residential Density Increase Walking and Other Physical Activity? , 2007 .

[19]  Xinyu Cao,et al.  Examining the impacts of residential self-selection on travel behavior: A focus on methodologies , 2008 .

[20]  J. Cortright,et al.  Walking the Walk How Walkability Raises Home Values in U . S . Cities , 2009 .

[21]  J. Strathman,et al.  STRATEGIES TO ATTRACT AUTO USERS TO PUBLIC TRANSPORTATION , 1997 .

[22]  K Nakamura,et al.  Urban residential environments and senior citizens’ longevity in megacity areas: the importance of walkable green spaces , 2002, Journal of epidemiology and community health.

[23]  Donald Shoup Roughly Right or Precisely Wrong , 2002 .

[24]  D. Shoup The High Cost of Free Parking , 1997 .

[25]  Daniel A. Rodriguez,et al.  The relationship between non-motorized mode choice and the local physical environment , 2004 .

[26]  Lucas J Carr,et al.  Walk score™ as a global estimate of neighborhood walkability. , 2010, American journal of preventive medicine.

[27]  D. Warburton,et al.  Health benefits of physical activity: the evidence , 2006, Canadian Medical Association Journal.

[28]  Christine M. Hoehner,et al.  Perceived and objective environmental measures and physical activity among urban adults. , 2005, American journal of preventive medicine.

[29]  Andrea L Dunn,et al.  Exploring the effect of the environment on physical activity: a study examining walking to work. , 2002, American journal of preventive medicine.

[30]  A. El-geneidy,et al.  Validating walkability indices: How do different households respond to the walkability of their neighborhood? , 2011 .

[31]  B. Giles-Corti,et al.  Relative influences of individual, social environmental, and physical environmental correlates of walking. , 2003, American journal of public health.

[32]  D. Chatman Deconstructing development density: Quality, quantity and price effects on household non-work travel , 2008 .

[33]  Reid Ewing,et al.  Identifying and Measuring Urban Design Qualities Related to Walkability. , 2006, Journal of physical activity & health.

[34]  Arild Hervik,et al.  Restraining car traffic in European cities: An emerging role for road pricing , 1992 .

[35]  A. Bauman,et al.  Walkability of local communities: using geographic information systems to objectively assess relevant environmental attributes. , 2007, Health & place.

[36]  P. Olszewski,et al.  Modelling the effects of road pricing on traffic in Singapore , 2005 .

[37]  Ilse de Bourdeaudhuij,et al.  Environmental Correlates of Physical Activity in a Sample of Belgian Adults , 2003, American journal of health promotion : AJHP.

[38]  G. Santos,et al.  Road Pricing: Lessons from London , 2006 .

[39]  Marlon G. Boarnet,et al.  Built Environment as Determinant of Walking Behavior: Analyzing Nonwork Pedestrian Travel in Portland, Oregon , 2001 .

[40]  J. Levine,et al.  A Choice-Based Rationale for Land Use and Transportation Alternatives , 2005 .

[41]  James Odeck,et al.  Travel demand elasticities and users attitudes: A case study of Norwegian toll projects , 2008 .

[42]  Kenneth A. Small,et al.  Optimal Peak-Load Pricing, Investment, and Service Levels on Urban Expressways , 1977, Journal of Political Economy.

[43]  Elizabeth Probert Developing Information-literate Students: Finding out How Well New Zealand Secondary Teachers are Equipped to Achieve This Aim , 2006 .

[44]  Frank Goetzke,et al.  Walkability as a Summary Measure in a Spatially Autoregressive Mode Choice Model: An Instrumental Variable Approach , 2010 .

[45]  Xinyu Cao,et al.  Exploring Causal Effects of Neighborhood Type on Walking Behavior Using Stratification on the Propensity Score , 2010 .

[46]  M. Boarnet,et al.  Can Land Use Policy Really Affect Travel Behavior? A Study of the Link between Non-Work Travel and Land Use Characteristics , 1996 .

[47]  B. Saelens,et al.  Built environment correlates of walking: a review. , 2008, Medicine and science in sports and exercise.

[48]  Reid Ewing,et al.  Travel and the Built Environment , 2010 .