Skip to main content

2019 | OriginalPaper | Buchkapitel

Beyond Travel Time Savings: Conceptualizing and Modelling the Individual Value Proposition of Mobility

verfasst von : Giuseppe Lugano, Zuzana Kurillova, Martin Hudák, Ghadir Pourhashem

Erschienen in: Data Analytics: Paving the Way to Sustainable Urban Mobility

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Sustainable urban mobility planning (SUMP) plays a significant role as an integrated strategic management tool in enabling, among others, a participatory approach in urban transport development. A relevant aspect of the transition towards sustainable and smart mobility planning concerns the reconsideration of concepts such as Value of Travel Time (VTT). Rather than “cost of time spent in transport”, new perspectives on VTT aim at conceptualizing and measuring VTT based on individual needs, expectations and perceptions. Among others, attention is paid to individual experience in using transport infrastructure, services and systems while on the move. The ongoing shift towards a broader view of VTT gives importance to subjective “well-being” (SWB) and describes, in quantitative and qualitative terms, the individual value proposition of mobility (VPM). The opportunity to collect mobility and behavioral data via smartphones, to be processed with advanced analytical and modelling techniques, represents a pillar of such shift, since it allows identifying patterns embedded in individual daily activities and mobility choices. These patterns can be visualized to increase self-awareness and better understand one’s own value proposition of mobility.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Banister, D.: The sustainable mobility paradigm. Transp. Policy 15(2), 73–80 (2008)CrossRef Banister, D.: The sustainable mobility paradigm. Transp. Policy 15(2), 73–80 (2008)CrossRef
2.
Zurück zum Zitat Mokhtarian, P.L., Salomon, I.: How derived is the demand for travel? Some conceptual and measurement considerations. Transp. Res. A 35, 695–719 (2001)CrossRef Mokhtarian, P.L., Salomon, I.: How derived is the demand for travel? Some conceptual and measurement considerations. Transp. Res. A 35, 695–719 (2001)CrossRef
3.
Zurück zum Zitat Jain, J., Lyons, G.: The gift of travel time. J. Transp. Geogr. 16(2), 81–89 (2008)CrossRef Jain, J., Lyons, G.: The gift of travel time. J. Transp. Geogr. 16(2), 81–89 (2008)CrossRef
4.
Zurück zum Zitat Rasouli, S., Timmermans, H.J.: Benefits of travel: Needs versus constraints in uncertain environments. Handbook of Sustainable Travel, pp. 33–52. Springer, Dordrecht (2014) Rasouli, S., Timmermans, H.J.: Benefits of travel: Needs versus constraints in uncertain environments. Handbook of Sustainable Travel, pp. 33–52. Springer, Dordrecht (2014)
5.
Zurück zum Zitat Singleton, P.A.: Exploring the positive utility of travel and mode choice (Doctoral dissertation), Portland State University (2017) Singleton, P.A.: Exploring the positive utility of travel and mode choice (Doctoral dissertation), Portland State University (2017)
6.
Zurück zum Zitat Lyons, G., Urry, J.: Travel time use in the information age. Transp. Res. Part A Policy Pract. 39(2–3), 257–276 (2005)CrossRef Lyons, G., Urry, J.: Travel time use in the information age. Transp. Res. Part A Policy Pract. 39(2–3), 257–276 (2005)CrossRef
7.
Zurück zum Zitat Banister, D., Cornet, Y., Givoni, M., Lyons, G.: From minimum to reasonable travel time. In: Proceedings of the World Conference on Transport Research (WCTRS) (2016) Banister, D., Cornet, Y., Givoni, M., Lyons, G.: From minimum to reasonable travel time. In: Proceedings of the World Conference on Transport Research (WCTRS) (2016)
8.
Zurück zum Zitat Givoni, M., Banister, D.: Speed: the less important element of the high-speed train. J. Transp. Geogr. 22, 306–307 (2012)CrossRef Givoni, M., Banister, D.: Speed: the less important element of the high-speed train. J. Transp. Geogr. 22, 306–307 (2012)CrossRef
9.
Zurück zum Zitat De Vos, J., Mokhtarian, P.L., Schwanen, T., Van Acker, V., Witlox, F.: Travel mode choice and travel satisfaction: bridging the gap between decision utility and experienced utility. Transportation 43(5), 771–796 (2016)CrossRef De Vos, J., Mokhtarian, P.L., Schwanen, T., Van Acker, V., Witlox, F.: Travel mode choice and travel satisfaction: bridging the gap between decision utility and experienced utility. Transportation 43(5), 771–796 (2016)CrossRef
10.
Zurück zum Zitat Duarte, A., Garcia, C., Giannarakis, G., Limao, S., Polydoropoulou, A., Litinas, N.: New approaches in transportation planning: happiness and transport economics. Netnomics 11, 5–32 (2010)CrossRef Duarte, A., Garcia, C., Giannarakis, G., Limao, S., Polydoropoulou, A., Litinas, N.: New approaches in transportation planning: happiness and transport economics. Netnomics 11, 5–32 (2010)CrossRef
11.
Zurück zum Zitat Choi, K., Coughlin J.F., D’Ambrosio, L.: Travel time and subjective well-being. Transp. Res. Rec. 2357, 100–108 (2013). TRB (www.trb.org) Choi, K., Coughlin J.F., D’Ambrosio, L.: Travel time and subjective well-being. Transp. Res. Rec. 2357, 100–108 (2013). TRB (www.​trb.​org)
12.
Zurück zum Zitat Jariyasunant, J., Abou-Zeid, M., Carrel, A., Ekambaram, V., Gaker, D., Sengupta, R., Walker, J.L.: Quantified traveler: travel feedback meets the cloud to change behavior. J. Intell. Transp. Syst. 19(2), 109–124 (2015)CrossRef Jariyasunant, J., Abou-Zeid, M., Carrel, A., Ekambaram, V., Gaker, D., Sengupta, R., Walker, J.L.: Quantified traveler: travel feedback meets the cloud to change behavior. J. Intell. Transp. Syst. 19(2), 109–124 (2015)CrossRef
13.
Zurück zum Zitat Gurrin, C., Smeaton, A.F., Doherty, A.R.: LifeLogging: personal big data. Found. Trends® Inf. Retriev. 8(1), 1–125 (2014) Gurrin, C., Smeaton, A.F., Doherty, A.R.: LifeLogging: personal big data. Found. Trends® Inf. Retriev. 8(1), 1–125 (2014)
14.
Zurück zum Zitat Rooksby, J., Rost, M., Morrison, A., Chalmers, M.C.: Personal tracking as lived informatics. In: Proceedings of the 32nd Annual ACM Conference on Human Factors in Computing Systems, pp. 1163–1172 (2014) Rooksby, J., Rost, M., Morrison, A., Chalmers, M.C.: Personal tracking as lived informatics. In: Proceedings of the 32nd Annual ACM Conference on Human Factors in Computing Systems, pp. 1163–1172 (2014)
15.
Zurück zum Zitat Wolf, G.: The data-driven life. The New York Times 28, 2010 (2010) Wolf, G.: The data-driven life. The New York Times 28, 2010 (2010)
16.
Zurück zum Zitat Kosinski, M., Stillwell, D., Graepel, T.: Private traits and attributes are predictable from digital records of human behavior. Proc. Natl. Acad. Sci. 110(15), 5802–5805 (2013)CrossRef Kosinski, M., Stillwell, D., Graepel, T.: Private traits and attributes are predictable from digital records of human behavior. Proc. Natl. Acad. Sci. 110(15), 5802–5805 (2013)CrossRef
17.
Zurück zum Zitat Kaminskas, M., Bridge, D.: Diversity, serendipity, novelty, and coverage: a survey and empirical analysis of beyond-accuracy objectives in recommender systems. ACM Trans. Interact. Intell. Syst. (TIIS) 7(1), 2 (2016) Kaminskas, M., Bridge, D.: Diversity, serendipity, novelty, and coverage: a survey and empirical analysis of beyond-accuracy objectives in recommender systems. ACM Trans. Interact. Intell. Syst. (TIIS) 7(1), 2 (2016)
18.
Zurück zum Zitat Abend, P., Fuchs, M., Reichert, R., Richterich, A., Wenz, K. (eds.): Quantified Selves and Statistical Bodies. Digital Culture & Society (DCS), 2(1/2016). Verlag (2016) Abend, P., Fuchs, M., Reichert, R., Richterich, A., Wenz, K. (eds.): Quantified Selves and Statistical Bodies. Digital Culture & Society (DCS), 2(1/2016). Verlag (2016)
19.
Zurück zum Zitat Hollis, V., Konrad, A., Springer, A., Antoun, M., Antoun, C., Martin, R., Whittaker, S.: What does all this data mean for my future mood? Actionable analytics and targeted reflection for emotional well-being. Hum. Comput. Interact. 32(5–6), 208–267 (2017)CrossRef Hollis, V., Konrad, A., Springer, A., Antoun, M., Antoun, C., Martin, R., Whittaker, S.: What does all this data mean for my future mood? Actionable analytics and targeted reflection for emotional well-being. Hum. Comput. Interact. 32(5–6), 208–267 (2017)CrossRef
20.
Zurück zum Zitat Choe, Y., Fesenmaier, D.R.: The quantified traveler: implications for smart tourism development. In: Xiang, Z., Fesenmaier, D. (eds.) Analytics in Smart Tourism Design. Tourism on the Verge. Springer, Cham (2017) Choe, Y., Fesenmaier, D.R.: The quantified traveler: implications for smart tourism development. In: Xiang, Z., Fesenmaier, D. (eds.) Analytics in Smart Tourism Design. Tourism on the Verge. Springer, Cham (2017)
21.
Zurück zum Zitat Lazer, D., Pentland, A., Adamic, L., Aral, S., Barabási, A.L., Brewer, D., Gutmann, M., Jebara, T., King, G., Macy, M., Roy, D., Van Alstyne, M.: Computational social science. Science 323(6), 721–723 (2009)CrossRef Lazer, D., Pentland, A., Adamic, L., Aral, S., Barabási, A.L., Brewer, D., Gutmann, M., Jebara, T., King, G., Macy, M., Roy, D., Van Alstyne, M.: Computational social science. Science 323(6), 721–723 (2009)CrossRef
22.
Zurück zum Zitat Shah, D.V., Cappella, J.N., Neuman, W.R.: Big data, digital media, and computational social science: possibilities and perils. Ann. Am. Acad. Polit. Soc. Sci. 659(1), 6–13 (2015)CrossRef Shah, D.V., Cappella, J.N., Neuman, W.R.: Big data, digital media, and computational social science: possibilities and perils. Ann. Am. Acad. Polit. Soc. Sci. 659(1), 6–13 (2015)CrossRef
23.
Zurück zum Zitat Lugano, G.: Assessing individual and group behavior from mobility data: technological advances and emerging applications. In: Encyclopedia of Social Network Analysis and Mining, 2nd edn., pp. 1–9. Springer, New York (2017) Lugano, G.: Assessing individual and group behavior from mobility data: technological advances and emerging applications. In: Encyclopedia of Social Network Analysis and Mining, 2nd edn., pp. 1–9. Springer, New York (2017)
24.
Zurück zum Zitat Warffemius, P., van Hagen, M., de Bruyn, M., Bakker, P., van der Waard, J.: The value of comfort in train appraisal. In: Proceedings of 2016 European Transport Conference Association for European Transport (AET) (2016) Warffemius, P., van Hagen, M., de Bruyn, M., Bakker, P., van der Waard, J.: The value of comfort in train appraisal. In: Proceedings of 2016 European Transport Conference Association for European Transport (AET) (2016)
25.
Zurück zum Zitat Sheth, J.N.: A psychological model of travel mode selection. Bureau of Economic and Business Research of the University of Illinois, Working Paper #291, Urbana, IL (1975) Sheth, J.N.: A psychological model of travel mode selection. Bureau of Economic and Business Research of the University of Illinois, Working Paper #291, Urbana, IL (1975)
26.
Zurück zum Zitat Aarts, H., Verplanken, B., Van Knippenberg, A.: Habit and information use in travel mode choices. Acta Physiol. (Oxf) 96(1–2), 1–14 (1997) Aarts, H., Verplanken, B., Van Knippenberg, A.: Habit and information use in travel mode choices. Acta Physiol. (Oxf) 96(1–2), 1–14 (1997)
27.
Zurück zum Zitat Gardner, B.: Modelling motivation and habit in stable travel mode contexts. Transp. Res. Part F: Traffic Psychol. Behav. 12(1), 68–76 (2009)CrossRef Gardner, B.: Modelling motivation and habit in stable travel mode contexts. Transp. Res. Part F: Traffic Psychol. Behav. 12(1), 68–76 (2009)CrossRef
28.
Zurück zum Zitat Johansson, V.M., Heldt, T., Johansson, P.: The effects of attitudes and personality traits on mode choice. Trans. Res. Part A 40(6), 507–525 (2006) Johansson, V.M., Heldt, T., Johansson, P.: The effects of attitudes and personality traits on mode choice. Trans. Res. Part A 40(6), 507–525 (2006)
29.
Zurück zum Zitat Deci, E.L., Ryan, R.M.: Intrinsic Motivation and Self-determination in Human Behaviour. Plenum, New York (1985)CrossRef Deci, E.L., Ryan, R.M.: Intrinsic Motivation and Self-determination in Human Behaviour. Plenum, New York (1985)CrossRef
30.
Zurück zum Zitat Santos, J., Rodrigues, J.J., Casal, J., Saleem, K., Denisov, V.: Intelligent personal assistants based on internet of things approaches. IEEE Syst. J. 99, 1–10 (2016) Santos, J., Rodrigues, J.J., Casal, J., Saleem, K., Denisov, V.: Intelligent personal assistants based on internet of things approaches. IEEE Syst. J. 99, 1–10 (2016)
31.
Zurück zum Zitat Delclòs-Alió, X., Marquet, O., Miralles-Guasch, C.: Keeping track of time: a Smartphone-based analysis of travel time perception in a suburban environment. Travel Behav. Soc. 9, 1–9 (2017)CrossRef Delclòs-Alió, X., Marquet, O., Miralles-Guasch, C.: Keeping track of time: a Smartphone-based analysis of travel time perception in a suburban environment. Travel Behav. Soc. 9, 1–9 (2017)CrossRef
33.
Zurück zum Zitat Kováčiková, T., Lugano, G., Pourhashem, G.: From travel time and cost savings to value of mobility. In: Kabashkin, I., Yatskiv, I., Prentkovskis, O. (eds.) Reliability and Statistics in Transportation and Communication (RelStat 2017). Springer Lecture Notes in Networks and Systems, vol. 36, pp. 35–44. Springer, Heidelberg (2018) Kováčiková, T., Lugano, G., Pourhashem, G.: From travel time and cost savings to value of mobility. In: Kabashkin, I., Yatskiv, I., Prentkovskis, O. (eds.) Reliability and Statistics in Transportation and Communication (RelStat 2017). Springer Lecture Notes in Networks and Systems, vol. 36, pp. 35–44. Springer, Heidelberg (2018)
Metadaten
Titel
Beyond Travel Time Savings: Conceptualizing and Modelling the Individual Value Proposition of Mobility
verfasst von
Giuseppe Lugano
Zuzana Kurillova
Martin Hudák
Ghadir Pourhashem
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-02305-8_86

    Premium Partner