{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T13:06:22Z","timestamp":1784898382586,"version":"3.55.0"},"publisher-location":"Cham","reference-count":34,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032020598","type":"print"},{"value":"9783032020604","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T00:00:00Z","timestamp":1754870400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T00:00:00Z","timestamp":1754870400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-02060-4_2","type":"book-chapter","created":{"date-parts":[[2025,8,10]],"date-time":"2025-08-10T07:22:34Z","timestamp":1754810554000},"page":"17-30","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Sustainable Commuting Intentions Through the\u00a0Lens of\u00a0the\u00a0Rubicon Model"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1433-6720","authenticated-orcid":false,"given":"Maris","family":"Gailis","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alise","family":"Miluna","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2653-7677","authenticated-orcid":false,"given":"Agnis","family":"Stibe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6756-7675","authenticated-orcid":false,"given":"Inguna","family":"Jurgelane-Kaldava","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,8,11]]},"reference":[{"key":"2_CR1","doi-asserted-by":"crossref","unstructured":"Aguado\u00a0Tevar, O., Diaz\u00a0Marcos, L., Garc\u00eda\u00a0de Blanes\u00a0Sebasti\u00e1n, M., Delso\u00a0Vicente, A.T.: Exploring university students\u2019 perceptions of public transport in madrid. Str. Art Urban Creat. 11(3), 123\u2013136 (2025)","DOI":"10.62161\/sauc.v11.5731"},{"issue":"2","key":"2_CR2","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1016\/j.tranpol.2007.10.005","volume":"15","author":"D Banister","year":"2008","unstructured":"Banister, D.: The sustainable mobility paradigm. Transp. Policy (Oxf.) 15(2), 73\u201380 (2008)","journal-title":"Transp. Policy (Oxf.)"},{"key":"2_CR3","unstructured":"Brundtland, G.: Report of the world commission on environment and development: Our common future. Tech. rep, United Nations General Assembly (1987)"},{"issue":"3","key":"2_CR4","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1016\/j.cstp.2014.08.006","volume":"2","author":"M Danaf","year":"2014","unstructured":"Danaf, M., Abou-Zeid, M., Kaysi, I.: Modeling travel choices of students at a private, urban university: insights and policy implications. Case Stud. Transp. Policy 2(3), 142\u2013152 (2014)","journal-title":"Case Stud. Transp. Policy"},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Delmelle, E.M., Delmelle, E.C.: Exploring spatio-temporal commuting patterns in a university environment. Transp. Policy (Oxf.) 21(c), 1\u20139 (2012)","DOI":"10.1016\/j.tranpol.2011.12.007"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Duque, R.B., Gray, D., Harrison, M., Davey, E.: Invisible commuters: assessing a university\u2019s eco-friendly transportation policies and commuting behaviours. J. Transp. Geogr. 38(C), 122\u2013136 (2014)","DOI":"10.1016\/j.jtrangeo.2014.05.010"},{"key":"2_CR7","unstructured":"European Environment Agency: electric vehicles. https:\/\/www.eea.europa.eu\/en\/topics\/in-depth\/electric-vehicles (2024). Accessed 5 Dec 2025"},{"key":"2_CR8","unstructured":"European Parliament and of the Council: Regulation (EU) 2019\/631 of the European parliament and of the council. Official J. Eur. Parliament Council, 54 (2025)"},{"key":"2_CR9","doi-asserted-by":"crossref","unstructured":"Faherty, M., McArdle, G., Tafidis, P.: Envisioning sustainable urban mobility in Dublin: stakeholder perspectives and system dynamics. Transp. Res. Interdiscip, Perspect (2024)","DOI":"10.1016\/j.trip.2024.101280"},{"issue":"11","key":"2_CR10","doi-asserted-by":"publisher","first-page":"4591","DOI":"10.3390\/su16114591","volume":"16","author":"SK Fondzenyuy","year":"2024","unstructured":"Fondzenyuy, S.K., et al.: Assessment of sustainable mobility patterns of university students: case of Cameroon. Sustainability 16(11), 4591 (2024)","journal-title":"Sustainability"},{"key":"2_CR11","unstructured":"Hair, J., Hult, G.T., Ringle, C., Sarstedt, M.: A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publishing, Los Angeles (2017)"},{"issue":"2","key":"2_CR12","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1007\/BF00992338","volume":"11","author":"H Heckhausen","year":"1987","unstructured":"Heckhausen, H., Gollwitzer, P.M.: Thought contents and cognitive functioning in motivational versus volitional states of mind. Motiv. Emot. 11(2), 101\u2013120 (1987)","journal-title":"Motiv. Emot."},{"key":"2_CR13","doi-asserted-by":"crossref","unstructured":"Heckhausen, J.: Developmental regulation across the life span: an action-phase model of engagement and disengagement with developmental goals. In: Motivational Psychology of Human Development - Developing Motivation and Motivating Development, pp. 213\u2013231. Advances in psychology, Elsevier (2000)","DOI":"10.1016\/S0166-4115(00)80013-8"},{"key":"2_CR14","doi-asserted-by":"publisher","unstructured":"Heckhausen, J., Heckhausen, H. (eds.): Motivation and Action. Springer International Publishing, Cham, Switzerland, 3 edn. (2018). https:\/\/doi.org\/10.1007\/978-3-319-65094-4","DOI":"10.1007\/978-3-319-65094-4"},{"key":"2_CR15","unstructured":"International Energy Agency: Trends in electric cars. https:\/\/www.iea.org\/reports\/global-ev-outlook-2024\/trends-in-electric-cars (2025). Accessed 12 May 2025"},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Lavery, T.A., P\u00e1ez, A., Kanaroglou, P.S.: Driving out of choices: an investigation of transport modality in a university sample. Transp. Res. Part A Policy Pract. 57(C), 37\u201346 (2013)","DOI":"10.1016\/j.tra.2013.09.010"},{"issue":"1","key":"2_CR17","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/j.tranpol.2010.07.006","volume":"18","author":"T Limanond","year":"2011","unstructured":"Limanond, T., Butsingkorn, T., Chermkhunthod, C.: Travel behavior of university students who live on campus: a case study of a rural university in Asia. Transp. Policy (Oxf.) 18(1), 163\u2013171 (2011)","journal-title":"Transp. Policy (Oxf.)"},{"issue":"101217","key":"2_CR18","doi-asserted-by":"publisher","DOI":"10.1016\/j.cstp.2024.101217","volume":"17","author":"C Lodi","year":"2024","unstructured":"Lodi, C., Marin, G., Polidori, P., Teobaldelli, D.: Students\u2019 commuting habits to the university: transportation choices during the COVID-19 era. Case Stud. Transp. Policy 17(101217), 101217 (2024)","journal-title":"Case Stud. Transp. Policy"},{"issue":"5","key":"2_CR19","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1080\/15568318.2017.1377326","volume":"12","author":"M Moniruzzaman","year":"2018","unstructured":"Moniruzzaman, M., Farber, S.: What drives sustainable student travel? Mode choice determinants in the greater Toronto area. Int. J. Sustain. Transp. 12(5), 367\u2013379 (2018)","journal-title":"Int. J. Sustain. Transp."},{"key":"2_CR20","doi-asserted-by":"crossref","unstructured":"Petrisia, N.T., Mao, D., Sun, J.: Exploring the motivation of sustainable commuting: a case study of international students in Otago polytechnic Auckland international campus. Front. Sustain. 5 (2024)","DOI":"10.3389\/frsus.2024.1383782"},{"issue":"7","key":"2_CR21","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1016\/j.tra.2010.04.003","volume":"44","author":"A P\u00e1ez","year":"2010","unstructured":"P\u00e1ez, A., Whalen, K.: Enjoyment of commute: a comparison of different transportation modes. Transp. Res. Part A Policy Pract. 44(7), 537\u2013549 (2010)","journal-title":"Transp. Res. Part A Policy Pract."},{"key":"2_CR22","doi-asserted-by":"crossref","unstructured":"Rademaker, M.E., Schuberth, F.: cSEM: composite-based structural equation modeling (2020)","DOI":"10.32614\/CRAN.package.cSEM"},{"issue":"2","key":"2_CR23","doi-asserted-by":"publisher","first-page":"639","DOI":"10.1016\/j.cstp.2020.02.005","volume":"8","author":"P Ribeiro","year":"2020","unstructured":"Ribeiro, P., Fonseca, F., Meireles, T.: Sustainable mobility patterns to university campuses: evaluation and constraints. Case Stud. Transp. Policy 8(2), 639\u2013647 (2020)","journal-title":"Case Stud. Transp. Policy"},{"key":"2_CR24","unstructured":"Riga Technical University: RTU facts and figures. Tech. rep. (2025)"},{"key":"2_CR25","doi-asserted-by":"crossref","unstructured":"Rybarczyk, G., Gallagher, L.: Measuring the potential for bicycling and walking at a metropolitan commuter university. J. Transp. Geogr. 39(C), 1\u201310 (2014)","DOI":"10.1016\/j.jtrangeo.2014.06.009"},{"issue":"3","key":"2_CR26","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1016\/j.tranpol.2005.11.002","volume":"13","author":"T Shannon","year":"2006","unstructured":"Shannon, T., Giles-Corti, B., Pikora, T., Bulsara, M., Shilton, T., Bull, F.: Active commuting in a university setting: assessing commuting habits and potential for modal change. Transp. Policy (Oxf.) 13(3), 240\u2013253 (2006)","journal-title":"Transp. Policy (Oxf.)"},{"key":"2_CR27","doi-asserted-by":"crossref","unstructured":"Stein, P.P., Rodrigues\u00a0da Silva, A.N.: Barriers, motivators and strategies for sustainable mobility at the USP campus in S\u00e3o Carlos, Brazil. Case Stud. Transp. Policy 6(3), 329\u2013335 (2017)","DOI":"10.1016\/j.cstp.2017.11.007"},{"issue":"105950","key":"2_CR28","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2024.105950","volume":"117","author":"N Tilly","year":"2024","unstructured":"Tilly, N., Yigitcanlar, T., Degirmenci, K., Paz, A.: How sustainable is electric vehicle adoption? Insights from a PRISMA review. Sustain. Cities Soc. 117(105950), 105950 (2024)","journal-title":"Sustain. Cities Soc."},{"issue":"3","key":"2_CR29","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1016\/0966-6923(96)00022-1","volume":"4","author":"R Tolley","year":"1996","unstructured":"Tolley, R.: Green campuses: cutting the environmental cost of commuting. J. Transp. Geogr. 4(3), 213\u2013217 (1996)","journal-title":"J. Transp. Geogr."},{"key":"2_CR30","unstructured":"United Nations: transforming our world: the 2030 agenda for sustainable development. Tech. Rep. A\/RES\/70\/1, United Nations (2015)"},{"key":"2_CR31","doi-asserted-by":"crossref","unstructured":"Vale, D.S.: Does commuting time tolerance impede sustainable urban mobility? analysing the impacts on commuting behaviour as a result of workplace relocation to a mixed-use centre in Lisbon. J. Transp. Geogr. 32(C), 38\u201348 (2013)","DOI":"10.1016\/j.jtrangeo.2013.08.003"},{"key":"2_CR32","doi-asserted-by":"crossref","unstructured":"Whalen, K.E., P\u00e1ez, A., Carrasco, J.A.: Mode choice of university students commuting to school and the role of active travel. J. Transp. Geogr. 31(C), 132\u2013142 (2013)","DOI":"10.1016\/j.jtrangeo.2013.06.008"},{"key":"2_CR33","doi-asserted-by":"crossref","unstructured":"Zhan, G., Yan, X., Zhu, S., Wang, Y.: Using hierarchical tree-based regression model to examine university student travel frequency and mode choice patterns in China. Transp. Policy (Oxf.) 45(C), 55\u201365 (2016)","DOI":"10.1016\/j.tranpol.2015.09.006"},{"issue":"9","key":"2_CR34","doi-asserted-by":"publisher","first-page":"815","DOI":"10.1080\/15568318.2016.1159357","volume":"10","author":"J Zhou","year":"2016","unstructured":"Zhou, J.: Proactive sustainable university transportation: marginal effects, intrinsic values, and university students\u2019 mode choice. Int. J. Sustain. Transp. 10(9), 815\u2013824 (2016)","journal-title":"Int. J. Sustain. Transp."}],"container-title":["Lecture Notes in Computer Science","Mobile Web and Intelligent Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-02060-4_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T12:53:42Z","timestamp":1784897622000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-02060-4_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,11]]},"ISBN":["9783032020598","9783032020604"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-02060-4_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,11]]},"assertion":[{"value":"11 August 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article. The authors are employees of Riga Technical University (RTU), where the survey was conducted.","order":1,"name":"Ethics","label":"Disclosure of Interests","group":{"name":"EthicsHeading","label":"Ethics"}},{"value":"MobiWIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Mobile Web and Intelligent Information Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Istanbul","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"T\u00fcrkiye","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 August 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 August 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mobiwis2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/mobiwis.org\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}