Walk score® and its potential contribution to the study of active transport and walkability: A critical and systematic review

Abstract The Walk Score® index has become increasingly applied in studies of walking and walkability. The index assesses the “walking potential” of a place through a combination of three elements: the shortest distance to a group of preselected destinations, the block length, and the intersection density around the origin. The Index links a gravity-based measure (distance accessibility), with topological accessibility (street connectivity) measured by two complementary indicators that act as penalties in the final score (linearly expanded in the range 0–100). A systematic review of Scopus® and Web of Science® was conducted with 42 journal articles eventually being evaluated. Research was primarily undertaken in North American urban geographies. Analysis of walkability using Walk Score® is inconsistent. Twenty-nine papers do not exclusively relying on Walk Score® as a single measurement of walkability and add further estimates to better capture the multiple dimensions of walkability. In 33 studies the Walk Score® was used as an independent variable, and only once as a mediating-moderating variable. In eight papers (18%) the Walk Score® was a part of a bivariate correlation model. On no occasion was it used as a dependent variable. Results tend to only partly support the validity of Walk Score®. The paper concludes that the Index is best understood as a surrogate measure of the density of the built environment of a specific neighborhood that indicates utilitarian walking potential. Implications for, and potential areas of, future research are discussed.

[1]  Marc Schlossberg,et al.  Active Community Environments and Health: The Relationship of Walkable and Safe Communities to Individual Health , 2006 .

[2]  D. Scott,et al.  Active-transport walking behavior: destinations, durations, distances , 2013 .

[3]  K. Leyden Social capital and the built environment: the importance of walkable neighborhoods. , 2003, American journal of public health.

[4]  Ann Forsyth,et al.  Cities Afoot—Pedestrians, Walkability and Urban Design , 2008 .

[5]  L. Rosella,et al.  Neighborhood walkability: Differential associations with self-reported transport walking and leisure-time physical activity in Canadian towns and cities of all sizes. , 2015, Preventive medicine.

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

[7]  F. Moura,et al.  Measuring walkability for distinct pedestrian groups with a participatory assessment method: A case study in Lisbon , 2017 .

[8]  Nancy A. Ross,et al.  Associations between neighbourhood walkability and daily steps in adults: a systematic review and meta-analysis , 2015, BMC Public Health.

[9]  Ahmed M El-Geneidy,et al.  What makes travel 'local': Defining and understanding local travel behaviour , 2012 .

[10]  Ann Forsyth What is a walkable place? The walkability debate in urban design , 2015 .

[11]  Yuji Murayama,et al.  Modelling of urban green space walkability: Eco-friendly walk score calculator , 2011, Comput. Environ. Urban Syst..

[12]  S. Melly,et al.  Validation of Walk Scores and Transit Scores for estimating neighborhood walkability and transit availability: a small-area analysis , 2013 .

[13]  G. Dunton,et al.  A systematic review of built environment factors related to physical activity and obesity risk: implications for smart growth urban planning , 2011, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[14]  Stuart E. Marsh,et al.  Neighborhood Design, Physical Activity, and Wellbeing: Applying the Walkability Model , 2017, International journal of environmental research and public health.

[15]  S. Titze,et al.  Objectively measured walkability and active transport and weight-related outcomes in adults: a systematic review , 2013, International Journal of Public Health.

[16]  N. Owen,et al.  Walk Score and Australian adults' home-based walking for transport. , 2015, Health & place.

[17]  Jana A. Hirsch,et al.  Walk Score® and Transit Score® and walking in the multi-ethnic study of atherosclerosis. , 2013, American journal of preventive medicine.

[18]  Lei Wang,et al.  GIS-based analysis of obesity and the built environment in the US , 2015 .

[19]  Hugh Millward,et al.  "Active living" related to the rural-urban continuum: a time-use perspective. , 2011, The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association.

[20]  Adrian Bauman,et al.  Correlates of Non-Concordance between Perceived and Objective Measures of Walkability , 2009, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[21]  Samuel D. Towne,et al.  Using Walk Score™ and Neighborhood Perceptions to Assess Walking Among Middle-Aged and Older Adults , 2016, Journal of Community Health.

[22]  Lucas J Carr,et al.  Associations between Body Mass Index, Shopping Behaviors, Amenity Density, and Characteristics of the Neighborhood Food Environment among Female Adult Supplemental Nutrition Assistance Program (SNAP) Participants in Eastern North Carolina , 2012, Ecology of food and nutrition.

[23]  D. Le-Klähn,et al.  Tourism, Public Transport and Sustainable Mobility , 2017 .

[24]  Young-Jae Kim,et al.  What’s the Score? Walkable Environments and Subsidized Households , 2016 .

[25]  Peter C Austin,et al.  Walk Score® and the prevalence of utilitarian walking and obesity among Ontario adults: A cross-sectional study. , 2015, Health reports.

[26]  Ahmed M El-Geneidy,et al.  Measuring Nonmotorized Accessibility: Issues, Alternatives, and Execution , 2008 .

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

[28]  C. Hall,et al.  Walkable places for visitors : assessing and designing for walkability , 2017 .

[29]  Scott C Brown,et al.  Walking and proximity to the urban growth boundary and central business district. , 2014, American journal of preventive medicine.

[30]  G. Pivo,et al.  The Walkability Premium in Commercial Real Estate Investments , 2011 .

[31]  E. Kristjansson,et al.  Neighbourhood walkability and physical activity among family members of people with heart disease who participated in a randomized controlled trial of a behavioural risk reduction intervention. , 2013, Health & place.

[32]  Ria Hutabarat Lo Walkability: what is it? , 2009 .

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

[34]  Basile Chaix,et al.  Walk Score, Transportation Mode Choice, and Walking Among French Adults: A GPS, Accelerometer, and Mobility Survey Study , 2016, International journal of environmental research and public health.

[35]  Naveen Eluru,et al.  Exposure to walkable neighbourhoods in urban areas increases utilitarian walking: Longitudinal study of Canadians , 2016 .

[36]  Miles Tight,et al.  A comparison of three methods for assessing the walkability of the pedestrian environment , 2011 .

[37]  M. Alfonzo,et al.  Walk this way: The economic promise of walkable places in Metropolitan Washington, D.C. , 2012 .

[38]  Fahui Wang,et al.  Built environment and obesity by urbanicity in the U.S. , 2015, Health & place.

[39]  Hani S. Mahmassani,et al.  Impact of Crime Statistics on Travel Mode Choice , 2015 .

[40]  Mohammad Taleai,et al.  Spatial multi-criteria and multi-scale evaluation of walkability potential at street segment level: A case study of tehran , 2017 .

[41]  P. Austin,et al.  Moving to a Highly Walkable Neighborhood and Incidence of Hypertension: A Propensity-Score Matched Cohort Study , 2015, Environmental health perspectives.

[42]  M. Southworth Designing the Walkable City , 2005 .

[43]  Chanam Lee,et al.  A retrospective study on changes in residents' physical activities, social interactions, and neighborhood cohesion after moving to a walkable community. , 2014, Preventive medicine.

[44]  Elizabeth Plater-Zyberk,et al.  Walk Score®: associations with purposive walking in recent Cuban immigrants. , 2013, American journal of preventive medicine.

[45]  E. Talen,et al.  The Walkable Neighborhood: A Literature Review , 2013 .

[46]  A. Eyler,et al.  Implications of supermarket access, neighbourhood walkability and poverty rates for diabetes risk in an employee population , 2015, Public Health Nutrition.

[47]  W. Schlicht,et al.  Walkability is Only Part of the Story: Walking for Transportation in Stuttgart, Germany , 2014, International journal of environmental research and public health.

[48]  Alan Shiell,et al.  In search of causality: a systematic review of the relationship between the built environment and physical activity among adults , 2011, The international journal of behavioral nutrition and physical activity.

[49]  Luc Anselin,et al.  LEED-ND as an urban metric , 2013 .

[50]  Heather Orpana,et al.  Neighborhood Walkability and Body Mass Index Trajectories: Longitudinal Study of Canadians. , 2016, American journal of public health.

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

[52]  Andrew Howard,et al.  Walking and child pedestrian injury: a systematic review of built environment correlates of safe walking , 2013, Injury Prevention.

[53]  B. Belza,et al.  Built environment attributes related to GPS measured active trips in mid-life and older adults with mobility disabilities. , 2015, Disability and health journal.

[54]  Chanam Lee,et al.  From Car-Dependent Neighborhoods to Walkers’ Paradise , 2014 .

[55]  Tara M. Tolford,et al.  The Cost and Affordability Paradox of Transit-Oriented Development: A Comparison of Housing and Transportation Costs Across Transit-Oriented Development, Hybrid and Transit-Adjacent Development Station Typologies , 2016 .

[56]  Nancy A Ross,et al.  Neighbourhood walkability, daily steps and utilitarian walking in Canadian adults , 2015, BMJ Open.

[57]  Michelle R. Oswald Beiler,et al.  Investigating transit and pedestrian accessibility for age-restricted communities using spatial analysis , 2016 .

[58]  Jana A. Hirsch,et al.  Change in walking and body mass index following residential relocation: the multi-ethnic study of atherosclerosis. , 2014, American journal of public health.

[59]  D. Jutte,et al.  Building healthy communities: establishing health and wellness metrics for use within the real estate industry. , 2014, Health affairs.

[60]  Jae Eun Lee,et al.  Statistical Validation of a Web-Based GIS Application and Its Applicability to Cardiovascular-Related Studies , 2015, International journal of environmental research and public health.

[61]  David S. Vale,et al.  Active accessibility: A review of operational measures of walking and cycling accessibility , 2016 .

[62]  B. Mustanski,et al.  Neighborhood-Level Associations with HIV Infection Among Young Men Who Have Sex with Men in Chicago , 2015, Archives of sexual behavior.

[63]  P. Tuckel,et al.  Walk Score(TM), Perceived Neighborhood Walkability, and walking in the US. , 2015, American journal of health behavior.

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

[65]  F. Bull,et al.  Developing a framework for assessment of the environmental determinants of walking and cycling. , 2003, Social science & medicine.

[66]  Susan L Handy,et al.  Measuring the Unmeasurable: Urban Design Qualities Related to Walkability , 2009 .

[67]  C. Nykiforuk,et al.  Check the score: Field validation of Street Smart Walk Score in Alberta, Canada , 2016, Preventive medicine reports.

[68]  N. Kandula,et al.  Neighborhood Walkability and Walking for Transport Among South Asians in the MASALA Study. , 2016, Journal of physical activity & health.

[70]  William Riggs,et al.  Walkability: to quantify or not to quantify , 2017 .

[71]  D. Schopflocher,et al.  Relating Built Environment to Physical Activity: Two Failures to Validate , 2014, International journal of environmental research and public health.

[72]  S. Gortmaker,et al.  Validation of Walk Score® for Estimating Neighborhood Walkability: An Analysis of Four US Metropolitan Areas , 2011, International journal of environmental research and public health.

[73]  Fahui Wang,et al.  Multilevel built environment features and individual odds of overweight and obesity in Utah. , 2015, Applied geography.

[74]  Zhenxin Wang,et al.  Measuring visual enclosure for street walkability: Using machine learning algorithms and Google Street View imagery , 2016 .

[75]  Pekka Oja,et al.  The bikeability and walkability evaluation table reliability and application. , 2010, American journal of preventive medicine.

[76]  Chanam Lee,et al.  Assessing Benefits of Neighborhood Walkability to Single-Family Property Values , 2015 .

[77]  C. Hall,et al.  Measuring the relationship between tourism and walkability? Walk Score and English tourist attractions , 2019 .

[78]  J. Manson,et al.  Neighborhood Walkability and Adiposity in the Women's Health Initiative Cohort. , 2016, American journal of preventive medicine.

[79]  P. Takahashi,et al.  A cross-sectional survey of the relationship between walking, biking, and the built environment for adults aged over 70 years , 2012, Risk management and healthcare policy.

[80]  R. Kitchin,et al.  Big Data, new epistemologies and paradigm shifts , 2014, Big Data Soc..

[81]  M. Winters,et al.  Age and retirement status differences in associations between the built environment and active travel behaviour , 2016 .