Các yếu tố và nhu cầu thúc đẩy dịch vụ di chuyển như một dịch vụ là gì? Những phát hiện từ Khảo sát Nhu cầu Năng lượng Hộ gia đình Thụy Sĩ (SHEDS)

European Transport Research Review - Tập 12 Số 1 - 2020
Raphael Hoerler1, Anna Stünzi2, Anthony Patt3, Andrea Del Duce1
1Institute for Sustainable Development, Zurich University of Applied Sciences (ZHAW), Technikumstrasse 9, 8401, Winterthur, Switzerland
2Center for Economic Research, MTEC, Swiss Federal Institute of Technology (ETH), Zürichbergstrasse 18, 8092, Zurich, Switzerland
3Institute for Environmental Decisions, Swiss Federal Institute of Technology (ETH), Universitätsstrasse 16, 8092, Zurich, Switzerland

Tóm tắt

tóm tắt

Dịch vụ di chuyển như một dịch vụ (MaaS) là một dịch vụ hỗ trợ nhu cầu vận tải của khách hàng bằng cách cung cấp thông tin và vé cho nhiều phương thức vận chuyển trong một giao diện duy nhất; do đó, có khả năng thúc đẩy tính đa phương thức và phương tiện giao thông công cộng, nó đại diện cho một công cụ quan trọng để giảm thiểu những tác động tiêu cực từ giao thông như phát thải và tắc nghẽn. Thông qua một khảo sát trực tuyến được thực hiện tại Thụy Sĩ, chúng tôi cố gắng hiểu các nhu cầu tiềm năng của người dùng cũng như các yếu tố sẽ thúc đẩy việc sử dụng MaaS. So sánh mức độ sẵn lòng sử dụng MaaS cho các mục đích chuyến đi cụ thể như đi làm và các hoạt động giải trí, chúng tôi phát hiện ra mức độ sẵn lòng thấp nhất cho việc đi làm và cao nhất cho các chuyến đi giải trí vào cuối tuần. Ý định giảm sử dụng ô tô có mối quan hệ tích cực với độ sẵn lòng sử dụng MaaS trong việc đi làm. Mặt khác, các yếu tố tác động tích cực đến độ sẵn lòng sử dụng MaaS cho các hoạt động giải trí bao gồm bằng cấp học vấn cao hơn, kinh nghiệm với dịch vụ chia sẻ xe và việc sử dụng các thông báo chính sách khí hậu liên quan đến giao thông ảnh hưởng trực tiếp đến người tiêu dùng. Những phát hiện này gợi ý rằng cần tập trung đặc biệt vào việc đi làm hoặc các hoạt động giải trí khi thiết kế các biện pháp chính sách.

Từ khóa

#Dịch vụ di chuyển như một dịch vụ #MaaS #nhu cầu phương tiện giao thông #Thụy Sĩ #khảo sát #chính sách khí hậu

Tài liệu tham khảo

Abdi, H. (2012). Holm’s sequential Bonferroni procedure. In N. J. Salkind (Ed.), Encyclopedia of Research Design (pp. 574–577). https://doi.org/10.4135/9781412961288.n178 Accessed 16 Apr 2019.

Allison, P. D. (1999). Logistic regression using the SAS system: Theory and application. Cary: SAS Institute Inc.

Baptista, P., Melo, S., & Rolim, C. (2014). Energy, environmental and mobility impacts of Car-sharing systems. Empirical results from Lisbon, Portugal. Procedia - Social and Behavioral Sciences, 111, 28–37. https://doi.org/10.1016/j.sbspro.2014.01.035.

Becker, H., Ciari, F., & Axhausen, K. W. (2017a). Comparing car-sharing schemes in Switzerland: User groups and usage patterns. Transportation Research Part A: Policy and Practice, 97, 17–29. https://doi.org/10.1016/j.tra.2017.01.004.

Becker, H., Ciari, F., & Axhausen, K. W. (2017b). Modeling free-floating car-sharing use in Switzerland: A spatial regression and conditional logit approach. Transportation Research Part C: Emerging Technologies, 81, 286–299. https://doi.org/10.1016/j.trc.2017.06.008.

BFS, & ARE. (2017). Verkehrsverhalten der Bevölkerung. Ergebnisse des Mikrozensus Mobilität und Verkehr 2015 (p. 88) https://www.bfs.admin.ch/bfs/de/home/statistiken/mobilitaet-verkehr/personenverkehr/verkehrsverhalten.assetdetail.1840477.html. Accessed 16 Apr 2019.

Bretschger, L., & Soretz, S. (2018). Stranded Assets: How Policy Uncertainty Affects Capital, Growth, and the Environment (SSRN scholarly paper no. ID 3157079). https://papers.ssrn.com/abstract=3157079. Accessed 16 Apr 2019.

Bundesamt für Statistik. (2018a). Household income and expenditure. https://www.bfs.admin.ch/bfs/en/home/statistiken/wirtschaftliche-soziale-situation-bevoelkerung/einkommen-verbrauch-vermoegen/haushaltsbudget.html. Accessed 16 Apr 2019.

Bundesamt für Statistik. (2018b). Population. https://www.bfs.admin.ch/bfs/en/home/statistiken/bevoelkerung/stand-entwicklung/bevoelkerung.html. Accessed 16 Apr 2019.

Bundesamt für Statistik. (2019). Bildungsstand. https://www.bfs.admin.ch/bfs/de/home/statistiken/bildung-wissenschaft/bildungsstand-kompetenzen.html. Accessed 16 Apr 2019.

Ciari, F., & Becker, H. (2017). How Disruptive Can Shared Mobility Be? A Scenario-Based Evaluation of Shared Mobility Systems Implemented at Large Scale. In G. Meyer & S. Shaheen (Eds.), Disrupting Mobility: Impacts of Sharing Economy and Innovative Transportation on Cities (pp. 51–63). https://doi.org/10.1007/978-3-319-51602-8_3.

Curtis, C., & Headicar, P. (1997). Targeting travel awareness campaigns: Which individuals are more likely to switch from car to other transport for the journey to work? Transport Policy, 4(1), 57–65. https://doi.org/10.1016/S0967-070X(96)00034-0.

Danielis, R., Rotaris, L., Rusich, A., & Valeri, E. (2014). Understanding the demand for carsharing: Lessons from Italian case studies. 41(3). https://ideas.repec.org/a/jte/journl/20143412.html. Accessed 16 Apr 2019.

Ditmore, C. J., & Deming, D. M. (2018). Vanpooling and its effect on commuter stress. Research in Transportation Business & Management, 27, 98–106. https://doi.org/10.1016/j.rtbm.2018.11.001.

Fairley, P. (2013). Car sharing could be the EV’s killer app. IEEE Spectrum, 50(9), 14–15. https://doi.org/10.1109/MSPEC.2013.6587173.

Gaker, D., Zheng, Y., & Walker, J. (2010). Experimental economics in transportation focus on social influences and provision of information. Transportation Research Record, 2156, 47–55. https://doi.org/10.3141/2156-06.

Glotz-Richter, M. (2016). Reclaim street space! – Exploit the European potential of Car sharing. Transportation Research Procedia, 14, 1296–1304. https://doi.org/10.1016/j.trpro.2016.05.202.

Heikkilä, S. (2014). Mobility as a service - a proposal for action for the public administration, Case Helsinki. https://aaltodoc.aalto.fi:443/handle/123456789/13133. Accessed 16 Apr 2019.

Hietanen, S. (2014). ‘Mobility as a service’ - the new transport model? Eurotransport, 12(2), 2–4.

Ho, C. Q., Hensher, D. A., Mulley, C., & Wong, Y. Z. (2018). Potential uptake and willingness-to-pay for mobility as a service (MaaS): A stated choice study. Transportation Research Part A: Policy and Practice, 117, 302–318. https://doi.org/10.1016/j.tra.2018.08.025.

Ho, C. Q., Mulley, C., & Hensher, D. A. (2019). Public preferences for mobility as a service: Insights from stated preference surveys. Transportation Research Part A: Policy and Practice. https://doi.org/10.1016/j.tra.2019.09.031.

Hoerler, R., Haerri, F., & Hoppe, M. (2019). New solutions in sustainable commuting—The attitudes and experience of European stakeholders and experts in Switzerland. Social Sciences, 8(7), 220. https://doi.org/10.3390/socsci8070220.

Hoerler, R., & Hoppe, M. (2019). Commuter segmentation and openness to sharing services: A Swiss case study (p. 18) [working paper]. Retrieved from ZHAW website: https://digitalcollection.zhaw.ch/handle/11475/18749.

Hoppe, M., Hoerler, R., & Haerri, F. (2018). ENSCC Smart and Mobile Work in Growth Regions - Smart Commuting (p. 248) https://www.aramis.admin.ch/Default.aspx? DocumentID=50001&load=true. Accessed 16 Apr 2019.

Jittrapirom, P., Caiati, V., Feneri, A.-M., Ebrahimigharehbaghi, S., González, M. J. A., & Narayan, J. (2017). Mobility as a service: A critical review of definitions, assessments of schemes, and key challenges. Urban Planning, 2(2), 13–25. https://doi.org/10.17645/up.v2i2.931.

King, R. G., Lu, Y. K., & Pastén, E. S. (2008). Managing expectations. Journal of Money, Credit and Banking, 40(8), 1625–1666. https://doi.org/10.1111/j.1538-4616.2008.00177.x.

Lempert, R., Zhao, J., & Dowlatabadi, H. (2019). Convenience, savings, or lifestyle? Distinct motivations and travel patterns of one-way and two-way carsharing members in Vancouver, Canada. Transportation Research Part D: Transport and Environment, 71, 141–152. https://doi.org/10.1016/j.trd.2018.12.010.

Lüders, M., Andreassen, T. W., Clatworthy, S., & Hillestad, T. (2017). Innovating for Trust. Cheltenham: Edward Elgar Publishing.

MaaS Alliance. (2019). What is MaaS? https://maas-alliance.eu/homepage/what-is-maas/. Accessed 16 Apr 2019.

Matyas, M., & Kamargianni, M. (2018). Exploring individual preferences for mobility as a service plans: A mixed methods approach (MaaSLab working paper series no. 18–02) (p. 26).

Matyas, M., & Kamargianni, M. (2019). The potential of mobility as a service bundles as a mobility management tool. Transportation, 46(5), 1951–1968. https://doi.org/10.1007/s11116-018-9913-4.

Moosa, I., Puican, L., Ramiah, V., Morris, T., & Gangemi, M. (2016). The effects of announcement of green policies on equity portfolios: Evidence from the United Kingdom. Managerial Auditing Journal, 31(2), 138–155. https://doi.org/10.1108/MAJ-08-2014-1065.

Mounce, R., & Nelson, J. D. (2019). On the potential for one-way electric vehicle car-sharing in future mobility systems. Transportation Research Part A: Policy and Practice, 120, 17–30. https://doi.org/10.1016/j.tra.2018.12.003.

Mulley, C., Nelson, J. D., & Wright, S. (2018). Community transport meets mobility as a service: On the road to a new a flexible future. Research in Transportation Economics, 69, 583–591. https://doi.org/10.1016/j.retrec.2018.02.004.

Münzel, K., Boon, W., Frenken, K., Blomme, J., & van der Linden, D. (2019). Explaining carsharing supply across Western European cities. International Journal of Sustainable Transportation, 0(0), 1–12. https://doi.org/10.1080/15568318.2018.1542756.

Nook, E. C., Ong, D. C., Morelli, S. A., Mitchell, J. P., & Zaki, J. (2016). Prosocial conformity: Prosocial norms generalize across behavior and empathy. Personality and Social Psychology Bulletin, 42(8), 1045–1062. https://doi.org/10.1177/0146167216649932.

Park, S., & Shin, J. (2017). The influence of anonymous peers on prosocial behavior. PLoS One, 12(10), e0185521. https://doi.org/10.1371/journal.pone.0185521.

Rasouli, S., & Timmermans, H. (2016). Influence of social networks on latent choice of electric cars: A mixed Logit specification using experimental design data. Networks and Spatial Economics, 16(1), 99–130. https://doi.org/10.1007/s11067-013-9194-6.

Rudorf, S., Baumgartner, T., & Knoch, D. (2019). Peer effects on control-averse behavior. Scientific Reports, 9(1), 3012. https://doi.org/10.1038/s41598-019-39600-9.

Russ, M., & Tausz, K. (2015). Mobilität als Service – Nutzerorientierung als Paradigma zwischen Markt und öffentlicher Grundvorsorge. e & i Elektrotechnik und Informationstechnik, 132(7), 404–408. https://doi.org/10.1007/s00502-015-0341-2.

Santos, G. (2018). Sustainability and Shared Mobility Models. Sustainability, 10(9), 3194. https://doi.org/10.3390/su10093194.

Schikofsky, J., Dannewald, T., & Kowald, M. (2020). Exploring motivational mechanisms behind the intention to adopt mobility as a service (MaaS): Insights from Germany. Transportation Research Part A: Policy and Practice, 131, 296–312. https://doi.org/10.1016/j.tra.2019.09.022.

Schlüter, J., & Weyer, J. (2019). Car sharing as a means to raise acceptance of electric vehicles: An empirical study on regime change in automobility. Transportation Research Part F: Traffic Psychology and Behaviour, 60, 185–201. https://doi.org/10.1016/j.trf.2018.09.005.

Schmidt, T. S., Schneider, M., Rogge, K. S., Schuetz, M. J. A., & Hoffmann, V. H. (2012). The effects of climate policy on the rate and direction of innovation: A survey of the EU ETS and the electricity sector. Environmental Innovation and Societal Transitions, 2, 23–48. https://doi.org/10.1016/j.eist.2011.12.002.

Shaheen, S. A., & Cohen, A. P. (2013). Carsharing and personal vehicle services: Worldwide market developments and emerging trends. International Journal of Sustainable Transportation, 7(1), 5–34. https://doi.org/10.1080/15568318.2012.660103.

Sochor, J., Arby, H., Karlsson, I. C. M., & Sarasini, S. (2018). A topological approach to mobility as a service: A proposed tool for understanding requirements and effects, and for aiding the integration of societal goals. Research in Transportation Business & Management, 27, 3–14. https://doi.org/10.1016/j.rtbm.2018.12.003.

Sochor, J., Strömberg, H., & Karlsson, I. C. M. (2015). Implementing mobility as a service: Challenges in integrating user, commercial, and societal perspectives. Transportation Research Record, 2536(1), 1–9. https://doi.org/10.3141/2536-01.

Sovacool, B. K., Kester, J., Noel, L., & de Rubens, G. Z. (2018). The demographics of decarbonizing transport: The influence of gender, education, occupation, age, and household size on electric mobility preferences in the Nordic region. Global Environmental Change, 52, 86–100. https://doi.org/10.1016/j.gloenvcha.2018.06.008.

Sparks, B., & Browning, V. (2011). The impact of online reviews on hotel booking intentions and perception of trust. Tourism Management, 32(6), 1310–1323. https://doi.org/10.1016/j.tourman.2010.12.011.

Storme, T., De Vos, J., De Paepe, L., & Witlox, F. (2019). Limitations to the car-substitution effect of MaaS. Findings from a Belgian pilot study. Transportation Research Part A: Policy and Practice. https://doi.org/10.1016/j.tra.2019.09.032.

Stünzi, A. (2019). Acceptance of stringent climate policy: The use of policy announcements to reduce individuals’ stranded assets. Zurich: ETH Zurich.

Szaszi, B., Palinkas, A., Palfi, B., Szollosi, A., & Aczel, B. (2018). A systematic scoping review of the choice architecture movement: Toward understanding when and why nudges work. Journal of Behavioral Decision Making, 31(3), 355–366. https://doi.org/10.1002/bdm.2035.

Tyndall, J. (2019). Free-floating carsharing and extemporaneous public transit substitution. Research in Transportation Economics, 74, 21–27. https://doi.org/10.1016/j.retrec.2019.01.005.

Weber, S., Burger, P., Farsi, M., Martinez-Cruz, A. L., Puntiroli, M., Schubert, I., & Volland, B. (2017). Swiss Household Energy Demand Survey (SHEDS): Objectives, design, and implementation (working paper no. 17–14). https://www.econstor.eu/handle/10419/191509. Accessed 16 Apr 2019.

Wilson, C., Pettifor, H., Cassar, E., Kerr, L., & Wilson, M. (2019). The potential contribution of disruptive low-carbon innovations to 1.5 °C climate mitigation. Energy Efficiency, 12(2), 423–440. https://doi.org/10.1007/s12053-018-9679-8.

Ye, R., & Titheridge, H. (2017). Satisfaction with the commute: The role of travel mode choice, built environment and attitudes. Transportation Research Part D: Transport and Environment, 52, 535–547. https://doi.org/10.1016/j.trd.2016.06.011.

Yoon, T., Cherry, C. R., Ryerson, M. S., & Bell, J. E. (2019). Carsharing demand estimation and fleet simulation with EV adoption. Journal of Cleaner Production, 206, 1051–1058. https://doi.org/10.1016/j.jclepro.2018.09.124.