Influence of Social Networks on Latent Choice of Electric Cars: A Mixed Logit Specification Using Experimental Design Data

Soora Rasouli1, Hjp Harry Timmermans1
1Department of Urban Science and Systems, Urban Planning Group, Eindhoven University of Technology, PO Box 513, Vertigo 8.25, 5600MB, Eindhoven, The Netherlands

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Achnicht M (2012) German car buyers willingness to pay to reduce CO2 emissions. Discussion Paper No. 09-058, Centre for European Economic Research, Mannheim, Germany

Arentze TA, Timmermans HJP (2004) Multistate supernetwork approach to modelling multi-activity, multimodal trip chains. Int J Geogr Inf Sci 18:631–651

Arentze TA, Borgers AWJ, Timmermans HJP, DelMistro R (2003) Transport stated choice responses: effects of task complexity, presentation format and literacy. Transp Res E 39:229–244

Axsen J, Mountain DC, Jaccard M (2009) Combining stated and revealed choice research to stimulate the neighbor effect: the case of hybrid-electric vehicles. Resour Energy Econ 31:221–238

Beggs SD, Cardell NS (1980) Choice of smallest car by multi-vehicle households and the demand for electric vehicles. Transp Res A 14:380–404

Ben-Akiva M, McFadden D, Train K, Walker J, Bhat C, Bierlaire M, Bolduc D, Boersch-Supan A, Brownstone D, Bunch D, Daly A, de Palma A, Gopinath D, Karlstrom A, Munizaga MA (2002) Hybrid choice models: progress and challenges. Mark Lett 13:163–175

Brownstone D, Train KE (1999) Forecasting new product penetration with flexible substitution patterns. J Econ 89:108–129

Brownstone D, Bunch DS, Golob TF, Ren W (1996) Transactions choice model for forecasting demand for alternative-fuel vehicles. Res Transp Econ 4:87–129

Brownstone D, Bunch DS, Train KE (2000) Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles. Transp Res B Methodol 34:315–338

Bunch D, Brownstone D, Golob T (1995) A dynamic forecasting system for vehicle markets with clean-fuel vehicles. Institute of Transportation Studies, University of California, Irvine

Carson RT, Louviere JJ, Anderson DA, Arabie P, Bunch DS, Hensher DA, Johnson RM, Kuhfeld WF, Steinberg D, Swait J, Timmermans HJP, Wiley JB (1994) Experimental analysis of choice. Mark Lett 5:351–368

Caussade S, Ortuzár JD, Rizzi LI, Hensher DA (2005) Assessing the influence of design dimensions on stated choice experiment estimates. Transp Res B 39:621–640

Christensen L, Kveiborg O, Mabit SL (2010) The market for electric vehicles: what do potential users want. Proceedings 12th World Conference of Transport Research, Lisbon, Portugal

Cocron P, Bühler F, Neumann I, Franke T, Krems JF, Schwalm M, Keinath A (2011) Methods of evaluating electric vehicles from a user’s perspective: the Mini E field trial in Berlin. IET Intell Transp Syst 5:127–133

Erdem C, Şentürk İ, Şimşek T (2010) Identifying the factors affecting the willingness to pay for fuel-efficient vehicles in Turkey: a case of hybrids. Energy Policy 38:3038–3043

Ewing R, Cervero R (2010) Travel and the built environment: a meta-analysis. J Am Plan Assoc 76:265–294

Ewing GO, Sarigöllü E (1998) Car fuel-type choice under travel demand management and economic incentives. Transp Res Part D: Transp Environ 3:429–444

Flötteröd G, Chen Y, Nagel K (2012) Behavioral calibration and analysis of a large-scale travel microsimulation. Netw Spat Econ 12:481–502

Glerum A, Bierlaire M (2012) Accounting for response behavior heterogeneity in the measurement of attitudes: an application to demand for electric vehicles. Proceedings Swiss Transport Conference

Glerum A, Thémans M, Bierlaire M (2011) Modeling demand for electric vehicles: the effect of car users’ attitudes and perceptions. Proceedings Second International Choice Modeling Conference, Leeds, UK

Green PE, Srinivasan V (1978) Conjoint analysis in consumer research: issues and outlook. J Consum Res 5:103–123

Hensher DA (2004) Identifying the influence of stated choice design dimensionality on willingness to pay for travel time savings. J Transp Econ Policy 38:425–446

Hensher DA (2006) How do respondents process stated choice experiments? Attribute consideration under varying information load. J Appl Econ 21:861–878

Hensher DA, Rose J, Puckett S (2006). Selective developments in choice analysis and a reminder about the dimensionality of behavioural analysis. Resource paper for the 2006 International Association of Traveler Behavior Conference, Kyoto, Japan

Hensher DA, Rose J, Bertoia T (2007) The implications on willingness to pay of a stochastic treatment of attribute processing in stated choice studies. Transp Res E 43:73–89

Hinkeldein, D, Hoffman C, Schönduwe R (2011) Using attitude-based focus groups to analyze the potential of electric vehicles as part of integrated mobility services. Proceedings 91th Annual Conference Transportation Research Board, Washington DC

Horne M, Jaccard M, Tiedemann K (2005) Improving behavioral realism in hybrid energy-economy models using discrete choice studies of personal transportation decisions. Energy Econ 27:59–77

Ikeda H, Takeyama Y, Inamura H (2000) An analysis of influences of environmental consciousness on vehicle choice. Proc Ann Conf Jpn Soc Civ Eng 55:486–487

Jensen FA, Cherchi E, Mabit S (2012) On the stability of preferences and attitudes before and after experiencing an electric vehicle. Proceedings IATBR, Toronto

Johansson MV, Heldt T, Johansson P (2006) The effects of attitudes ad personality traits on mode choice. Transp Res A 40:507–525

Kahn ME (2006) Do greens drive hummers or Hybrids? Environmental ideology as a determinant of consumer choice. J Environ Econ Manag 54:129–145

Karfisi E, Upton C, Agnew C (1978) The impact of electric passenger automobiles on utility systems loads. Report EA-623 to Electric Power Research Institute

Kishi K, Satoh K (2005) Evaluation of willingness to buy low-pollution car in Japan. J East Asia Soc Transp Stud 6:3121–3134

Kurani KS, Turrentine T, Sperling D (1994) Demand for electric vehicles in hybrid households: an exploratory analysis. Transp Policy 1:244–256

Kurani KS, Sperling D, Turrentine T (1996) The marketability of electric vehicles: battery performance, and consumer demand for driving range. In: Proceedings of the Eleventh Annual Battery Conference on Applications and Advances. California State University, Long Beach. CA: Institute of Electrical and Electronics Engineers, Inc. 9–12 January

Liao F, Arentze TA, Timmermans HJP (2010) Supernetwork approach for multi-modal and multi-activity travel planning. Transp Res Rec: J Transp Res Board 2175:38–46

Liao F, Arentze TA, Timmermans HJP (2011) Constructing personalized transportation network in multi-state supernetworks: a heuristic approach. Int J Geogr Inf Sci 25:1885–1903

Lidicker J, Lipman T, Williams B (2010) Analysis of an electric vehicle subscription service business model that includes battery swapping for the San Francisco Bay Area market. Presented at 90th Annual Meeting of the Transportation Research Board, 2010

Mabit SL, Fosgerau M (2011) Demand for alternative-fuel vehicles when registration taxes are high. Transp Res D 16:225–231

Mau P, Eyzaguirre J, Jaccard M, Collins-Dodd C, Tiedemann K (2008) The ‘neighbor effect’: stimulating dynamics in consumer preferences for new vehicle technologies. Ecol Econ 68:504–516

Miller EC (2005) An integrated framework for modelling short- and long-run household decision-making. In: Timmermans HJP (ed) Progress in activity-based analysis. Pergamon Press, Oxford, pp 175–202

Morton AS, Metcalf EI, Strong ST, Venable A (1978) Incentives and acceptance of electric, hybrid and other alternative vehicles. Arthur B. Little, Cambridge

Potoglou D, Kanaroglou PS (2007a) An internet-based stated choices household survey for alternative fuelled vehicles. Can J Transp 1:36–55

Potoglou D, Kanaroglou PS (2007b) Household demand and willingness to pay for clean vehicles. Transp Res D 12:264–274

Ramadurai G, Ukkusuro S (2010) Dynamic user equilibrium model for combined activity travel choices using activity travel representation. Netw Spat Econ 10:273–292

Rasouli S, Timmermans HJP (2013) The effect of social adoption on the intention to purchase electric cars: a stated choice approach, Transportation Research Record, Accepted for publication

Timmermans HJP, Molin EJE (2009) Dealing with increased complexity in conjoint experiments. Transp Rev 29:557–568

Timmermans HJP, Arentze TA, Joh C-H (2002) Analyzing space-time behavior: new approaches to old problems. Prog Hum Geogr 26:175–190

Train K (1980) The potential market for non-gasoline-powered automobiles. Transp Res A 14:405–414

Train K (2003) Discete choice models with simulation. Cambridge University Press, New York

van de Vyvere Y, Oppewal H, Timmermans HJP (1998) The validity of hierarchical information integration choice experiments to model residential preference and choice. Geogr Anal 30:254–272

Walker J, Ben-Akiva M (2002) Generalized random utility model. Math Soc Sci 43:303–343

Wright P (1975) Consumer choice strategies: simplifying vs. optimizing. J Mark Res 12:60–67

Zhu W, Timmermans HJP (2010) Modeling simplifying information processing strategies in conjoint experiments. Transp Res B 44:764–780