Estimando a importância de características do ambiente construído para estimular bairros caminháveis usando o best-worst scaling
DOI:
https://doi.org/10.14295/transportes.v24i2.1091Keywords:
Ambiente Construido, Modelos de Escolha Discreta, Best-worst.Abstract
O objetivo do estudo é determinar a importância dos atributos do ambiente construído para promover bairros caminháveis usando a técnica Best-Worst Scaling. Essa técnica permite identificar separadamente o impacto dos atributos e dos níveis dos atributos considerados no estudo, algo que não é possível com outros métodos de escolha tradicionais. Outra contribuição é a aplicação dessa técnica a um experimento elaborado com desenhos eficientes e com dois jogos de perguntas, estimando modelos mais precisos e diminuindo a carga cognitiva dos entrevistados. Modelos logit multinomial foram estimados para as respostas best, worst e best-worst combinadas, com dados coletados em Porto Alegre. O agrupamento das respostas foi testado através do teste da razão de verossimilhança. As importâncias dos atributos decorrentes dos modelos foram calculadas. Os resultados mostram que o julgamento e escolha dos melhores e piores atributos são realizados por processos cognitivos diferentes e a utilização de respostas best ou worst depende do foco da pesquisa.
Downloads
References
Adamsen, J.M. e Whitty, J.A.(2013) Best-Worst scaling reflections on presentation, analysis, and lessons learnt from case 3.Market & Social Research , v.21, n.1.
City of Fort Collins (2002) Pedestrian level-of-service. Fort Collins, CO..
Auger, P.; Devinney, T.M. e Louviere, J. (2007) To What Extent Do Consumer Ethical Beliefs Differ Across Countries? A Cross-Country Investigation Using Best-Worst Scaling Methodology. Journal of Business Ethics v.3, n.70,p.299-326.
Baran, P.; Rodríguez, D. e Khattak, A.(2008) Space Syntax and Walking in a New Urbanist and Suburban Neighborhoods, Journal of Urban Design, v.1, n.13, p.5–28.
Ben-Akiva, M. e Lerman, S.R. (1985) Discrete Choice Analysis: Theory and Application to Travel Demand. Cambridge, MA: MIT Press.
Bradshaw, C. (1993) Creating and using a rating system for neighborhood walkability: Towards an agenda for ‘‘local heroes.’’ Paper presented at the 14th International Pedestrian Conference, Boulder, CO.
Burge, P.; Potoglou,D. e Flynn, T. Brazier,J.E. e Netten, A. (2011) Bestworst scaling: Consistency of preferences with discrete choice experiments and stability over time. International Choice Modelling Conference, Leeds.
Burke, P.F; Louviere, J. Wei, E.; MacAulay, G.; Quail, K. e Carson,R. (2013) Overcoming Challenges and Improvements in Best-Worst Elicitation: Determining What Matters to Japanese Wheat Millers. Open Conference Systems Disponível em: http//www.opus.lib.uts.edu.au Acesso em 03/02/2015
Cao, X.; Handy, S. e Mokhtarian, P. (2006) The Influences of the Built Environment and Residential Self-Selection on Pedestrian Behavior, Tx. Transportation, v.1, n.33, p.1-20.
Cervero, R. e Duncan, M. (2003) Walking, bicycling, and urban landscapes: evidence from the San Francisco Bay Area. Am J Public Health, v.9, n.93, p.1478–1483.
Choice Metrics (2013) Ngene 1.1 User Manual and Reference Guide. Choice Metrics.
Cohen, E. (2009) Applying Best-Worst Scaling to Wine Marketing. International Journal of Wine Business Research, v. 1, n.21, p. 8-23.
Coltman, T. R., Devinney, T. M. e Keating, B. W.(2011) Best–Worst Scaling Approach to Predict Customer Choice for 3PL Services. Journal of Business Logistics, v.2, n.32, p.139–152.
Dannenberg, A. (2004) Assessing the walkability of the workplace: A new audit. Presented at the 4th National Congress of Pedestrian Advocates, America Walks.
Ewing, R. e Cervero, R. (2010) Travel and the Built Environment -- A Meta-Analysis. Journal of the American Planning Association v.76, p.265 - 294
Flynn, T.N. (2010) Using conjoint analysis and choice experiments to estimate quality adjusted life year values: issues to consider. Pharmacoeconomics v.28, p.711-722.
Flynn, T.; Louviere, J.; Peters, T. e Coast, J.(2007) Best-worst scaling: What it can do for health care research and how to do it. Journal of Health Economics, v.26, p.171-189.
Frank, L.D. e Engelke, P.O.(2001) The Built Environment and Human Activity Patterns: Exploring the Impacts of Urban Form on Public Health. Journal of Planning Literature, v.16, p.202-218
Jaeger,S; Jørgensen,R. Aaslyng,A.;Bredie,A.e Wender,L.P.(2008)Best–worst scaling: An introduction and initial comparison with monadic rating for preference elicitation with food products. Food Quality and Preference v.6, n.19, p.579-588.
Krambeck, H.V. (2006) The Global Walkability Index. Department of Urban Planning and Department of Civil and Environmental Engineering, Massachusetts Institute of Technology.
Lancsar, E.; Louviere,J. e Flynn, T. (2007) Several methods to investigate relative attribute impact in stated preference experiments. Social Science & Medicine, v.8, n.64, p.1738-53.
Larranaga, A. M. L.; H.B. Cybis e O. Strambi (2014a) The Influence of Urban Form Perceived Characteristics and Attitudinal Values on Walking: A Case Study of Porto Alegre, Brazil. TRB 93rd Annual Meeting Compendium of Papers, p.14.
Larranaga, A. M. L.; L. I. Rizzi; J. Arellana; O. Strambi e H. Cybis (2014b) The Influence of built environment and travel attitudes on walking: a case study of Porto Alegre, Brazil. International Journal of Sustainable Transportation.
Larranaga, A.M., H.B. Cybis e O. Strambi (2014c) Determinação da importância relativa dos atributos do bairro que estimulam as viagens a pé. In: XXVIII ANPET Congresso de Pesquisa e Ensino em Transportes. Curitiba.
Lee, J. A., Soutar, G.N., & Louviere, J. 2007. Measuring Values Using Best-Worst Scaling: The LOV Example. Psychology & Marketing, 24(12), 1043-1058.
Lee, C.e Moudon, A.V. (2006) Correlates of Walking for Transportation or Recreation Purposes, Journal of Physical Activity and Health, v.1, n.3, p.77–98.
Louviere, J. e Swait, J.D.(1997) Separating weights and scale values in conjoint tasks using choices of best and worst attribute levels. Working Paper, Centre for the Study of Choice, University of Technology Sydney.
Louviere, J.,e Woodworth, G.(1990)Best-worst scaling: A model for largest difference judgments. Working Paper, Faculty of Business, University of Alberta.
Marley, A.A. e Louviere, J.(2005) Some probabilistic models of best, worst, and best–worst choices. Journal of Mathematical Psychology v.49,p.464-480.
Rose, J.M.e Bliemer,M.C.(2009)Constructing Efficient Stated Choice Experimental Designs. Transport Reviews, v.5, n.29, p.587–617
Swait, J.D.e Louviere, J.(1993)The Role of the Scale Parameter in The Estimation and Comparison of Multinomial Logit Models, Journal of Marketing Research, v.30, p.305-314.
Walkscore (2010) Find a Walkable Place to Live. Disponível em: http://www.walkscore.com/ Acesso:1/10/2014
Downloads
Published
How to Cite
Issue
Section
License
Authors who submit papers for publication by TRANSPORTES agree to the following terms:
- Authors retain copyright and grant TRANSPORTES the right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors may enter into separate, additional contractual arrangements for the non-exclusive distribution of this journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in TRANSPORTES.
- Authors are allowed and encouraged to post their work online (e.g., in institutional repositories or on their website) after publication of the article. Authors are encouraged to use links to TRANSPORTES (e.g., DOIs or direct links) when posting the article online, as TRANSPORTES is freely available to all readers.
- Authors have secured all necessary clearances and written permissions to published the work and grant copyright under the terms of this agreement. Furthermore, the authors assume full responsibility for any copyright infringements related to the article, exonerating ANPET and TRANSPORTES of any responsibility regarding copyright infringement.
- Authors assume full responsibility for the contents of the article submitted for review, including all necessary clearances for divulgation of data and results, exonerating ANPET and TRANSPORTES of any responsibility regarding to this aspect.