Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach

This paper studies the willingness to change car use when commuting to a university campus. We estimated a hybrid discrete choice (HDC) model to test the hypothesis that, in addition to traditional tangible attributes, the willingness to change car use to more sustainable transportation modes also d...

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Fecha de publicación:
2019
Institución:
Universidad Tecnológica de Bolívar
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Repositorio Institucional UTB
Idioma:
eng
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oai:repositorio.utb.edu.co:20.500.12585/9238
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https://hdl.handle.net/20.500.12585/9238
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http://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.title.none.fl_str_mv Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach
title Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach
spellingShingle Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach
title_short Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach
title_full Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach
title_fullStr Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach
title_full_unstemmed Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach
title_sort Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach
description This paper studies the willingness to change car use when commuting to a university campus. We estimated a hybrid discrete choice (HDC) model to test the hypothesis that, in addition to traditional tangible attributes, the willingness to change car use to more sustainable transportation modes also depends on the pro-environmental attitude and the perceived convenience of each transportation alternative. We found that teachers have better pro-environmental attitudes than students and administrative staff, but senior individuals and people who own an above-average priced car have negative effects on this attitude. We concluded that in addition to car ownership, the price of a car is also a decisive factor in the willingness to change car use. On-campus parking fees were identified as a key variable for reducing car use when commuting to campus and for financing more sustainable transportation modes. This paper contributes to the literature on sustainable mobility on university campuses and is the first based on an HDC modeling approach that integrates tangible attributes and latent variables into this context. © 2019 Luis Márquez, Luis F. Macea, & Jose J. Soto.
publishDate 2019
dc.date.issued.none.fl_str_mv 2019
dc.date.accessioned.none.fl_str_mv 2020-03-26T16:41:24Z
dc.date.available.none.fl_str_mv 2020-03-26T16:41:24Z
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dc.identifier.citation.none.fl_str_mv Márquez L., Macea L.F. y Soto J.J. (2019) Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach. Journal of Transport and Land Use; Vol. 12, Núm. 1; pp. 335-353
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dc.identifier.doi.none.fl_str_mv 10.5198/jtlu.2019.1460
dc.identifier.instname.none.fl_str_mv Universidad Tecnológica de Bolívar
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identifier_str_mv Márquez L., Macea L.F. y Soto J.J. (2019) Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach. Journal of Transport and Land Use; Vol. 12, Núm. 1; pp. 335-353
19387849
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Universidad Tecnológica de Bolívar
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spelling 2020-03-26T16:41:24Z2020-03-26T16:41:24Z2019Márquez L., Macea L.F. y Soto J.J. (2019) Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approach. Journal of Transport and Land Use; Vol. 12, Núm. 1; pp. 335-35319387849https://hdl.handle.net/20.500.12585/923810.5198/jtlu.2019.1460Universidad Tecnológica de BolívarRepositorio UTB368064914005567408050056401553600This paper studies the willingness to change car use when commuting to a university campus. We estimated a hybrid discrete choice (HDC) model to test the hypothesis that, in addition to traditional tangible attributes, the willingness to change car use to more sustainable transportation modes also depends on the pro-environmental attitude and the perceived convenience of each transportation alternative. We found that teachers have better pro-environmental attitudes than students and administrative staff, but senior individuals and people who own an above-average priced car have negative effects on this attitude. We concluded that in addition to car ownership, the price of a car is also a decisive factor in the willingness to change car use. On-campus parking fees were identified as a key variable for reducing car use when commuting to campus and for financing more sustainable transportation modes. This paper contributes to the literature on sustainable mobility on university campuses and is the first based on an HDC modeling approach that integrates tangible attributes and latent variables into this context. © 2019 Luis Márquez, Luis F. Macea, & Jose J. Soto.Recurso electrónicoapplication/pdfengUniversity of Minnesotahttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAtribución-NoComercial 4.0 Internacionalhttp://purl.org/coar/access_right/c_abf2https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069739176&doi=10.5198%2fjtlu.2019.1460&partnerID=40&md5=3837b27896dae15c6d54f7cc54a49d13Scopus2-s2.0-85069739176Willingness to change car use to commute to the UPTC main campus, Colombia: A hybrid discrete choice modeling approachinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArtículohttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_2df8fbb1Márquez L.Macea L.F.Soto J.J.Ashok, K., Dillon, W.R., Yuan, S., Extending discrete choice models to incorporate at-titudinal and other latent variables (2002) Journal of Marketing Research, 39 (1), pp. 31-46Aoun, A., Abou-Zeid, M., Kaysi, I., Myntti, C., Reducing parking demand and traffic congestion at the American University of Beirut (2013) Transport Policy, 25, pp. 52-60Atherton, A., Giurco, D., Campus sustainability: Climate change, transport and paper reduction (2011) International Journal of Sustainability in Higher Education, 12 (3), pp. 269-279Azzali, S., Sabour, E.A., A framework for improving sustainable mobility in higher education campuses: The case study of Qatar University (2018) Case Studies on Transport PolicyBarata, E., Cruz, L., Ferreira, J.-P., Parking at the UC campus: Problems and solutions (2011) Cities, 28, pp. 406-413Bertolini, L., Le Clercq, F., Urban Development without more mobility by car? 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(2011) Transportation Research Record: Journal of the Transportation Research Board, 2255 (1), pp. 137-145Levy, B.L.M., Marans, R.W., Towards a campus culture of environmental sustainability: Recommendations for a large university (2012) International Journal of Sustainability in Higher Education, 13 (4), pp. 365-377Manville, M., Shoup, D., Parking, people, and cities (2005) Journal of Urban Planning and Development, 131 (4), pp. 233-245Márquez, L., Cantillo, V., Arellana, J., Assessing the influence of indicators’ complexity on hybrid discrete choice model estimates (2018) Transportation, 2018, pp. 1-24Márquez, L., Pico, R., Cantillo, V., Understanding captive user behavior in the competition between BRT and motorcycle taxis (2018) Transport Policy, 61, pp. 1-9Miralles-Guasch, C., Domene, E., Sustainable transport challenges in a suburban university: The case of the Autonomous University of Barcelona (2010) Transport Policy, 17, pp. 454-463Ng, W.-S., Work schedule flexibility and parking preferences (2017) Journal of Transport and Land Use, 10 (1), pp. 57-75Ortuzar, J.D., Willumsen, L.G., (2011) Modelling Transport, , Hoboken, NJ: WileyPitsiava-Latinopoulou, M., Basbas, S., Gavanas, N., Implementation of alternative transport networks in university campuses: The case of the Aristotle University of Thessaloniki (2013) International Journal of Sustainability in Higher Education, 14 (3), pp. 310-323. , GreeceRiggs, W., Dealing with parking issues on an urban campus: The case of UC Berkeley (2014) Case Studies on Transport Policy, 2, pp. 168-176Soria-Lara, J.A., Marquet, O., Miralles-Guash, C., The influence of location, socioeconomics, and behavior on travel-demand by car in metropolitan university campuses (2017) Transportation Research Part D, 53, pp. 149-160Soto, J.J., Márquez, L., Macea, L.F., Accounting for attitudes on parking choice: An integrated choice and latent variable approach (2018) Transportation Research Part A, 111, pp. 65-77Stein, P.P., Rodrigues, A.N., Barriers, motivators and strategies for sustainable mobility at the USP campus in Sâo Carlos, Brazil (2017) Case Studies on Transport Policy, 6 (3), pp. 329-335Szolnoki, G., Hoffmann, D., Online, face-to-face and telephone surveys-Comparing different sampling methods in wine consumer research (2013) Wine Economics and Policy, 2 (2), pp. 57-66Terrier, P., Berdier, C., Bouyer, M., La mobilité sur le campus Lyon Tech-la-Doua: Approche systémique et scénarios en éco-mobilité (2017) Développement Durable Et Territoires, 5 (1), pp. 1-22Vale, D.S., Pereira, M., Viana, C.M., Different destination, different commuting pattern? Analyzing the influence of the campus location on commuting (2018) Journal of Transport and Land Use, 11 (1), pp. 1-18Vásquez, L., Iriarte, A., Almeida, M., Villalobos, P., Evaluation of greenhouse gas emissions and proposals for their reduction at a university campus in Chile (2015) Journal Ofcleaner Production, 108, pp. 924-930White, S.S., Sustainable campuses and campus planning: Experiences from a classroom case study at the University of Kansas (2003) International Journal of Sustainability in Higher Education, 4 (4), pp. 344-356http://purl.org/coar/resource_type/c_6501ORIGINALhttpdxdoiorg105198jtlu20191460.pdfapplication/pdf452030https://repositorio.utb.edu.co/bitstream/20.500.12585/9238/1/httpdxdoiorg105198jtlu20191460.pdfad6ae582dabb302743d9b7bb14582ff4MD51TEXThttpdxdoiorg105198jtlu20191460.pdf.txthttpdxdoiorg105198jtlu20191460.pdf.txtExtracted texttext/plain55760https://repositorio.utb.edu.co/bitstream/20.500.12585/9238/4/httpdxdoiorg105198jtlu20191460.pdf.txt75a379e4448e8b8442341b86221dd653MD54THUMBNAILhttpdxdoiorg105198jtlu20191460.pdf.jpghttpdxdoiorg105198jtlu20191460.pdf.jpgGenerated Thumbnailimage/jpeg70507https://repositorio.utb.edu.co/bitstream/20.500.12585/9238/5/httpdxdoiorg105198jtlu20191460.pdf.jpgcca3a1dd7b02ba4fef2cc13799e4cd7dMD5520.500.12585/9238oai:repositorio.utb.edu.co:20.500.12585/92382020-10-23 05:16:13.464Repositorio Institucional UTBrepositorioutb@utb.edu.co