Abstract
Electric vehicles (EVs) reduce dependency on traditional fuel and these also reduce CO2 and other greenhouse gases emission with respect to the traditional transportation system. However, manufacturers have to face some challenges/barriers in the way of providing proper EVs and EVs Charging Infrastructure (EVsCI). In this study and research work, a framework is prepared with the help of a literature review with systematic literature review (SLR), experts’ opinions, stakeholders theory, and transition management concept to identify and analyze the barriers against EVsCI. Twenty barriers in the way of EVsCI have been identified for smart transportation management in developing countries. Then, an exploratory factor analysis (EFA) methodology has been applied to reduce the identified barriers forming a lesser group of the barriers to get hidden constructs and categorizing them in a four-level transition management framework. This research may help policymakers to frame policies to encourage manufacturing and to minimize barriers of EVsCI. The paper focussed to identify the barriers of EVsCI, to form a small group of barriers, and to validate four-level transition management.
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References
Allen MR et al (2009) Warming caused by cumulative carbon emissions towards the trillionth tonne. Nature 458(7242):1163–1166 (Nature. Nature Publishing Group). https://doi.org/10.1038/nature08019
Berkeley N, Jarvis D, Jones A (2018) Analysing the take up of battery electric vehicles: an investigation of barriers amongst drivers in the UK. Transp Res Transp Environ 63:466e481
Biresselioglu, M.E., Demirbag Kaplan, M., Yilmaz, B.K., 2018. Electric mobility in Europe: a comprehensive review of motivators and barriers in decision making processes. Transport. Res. Pol. Pract. 109:1e13
Bradley TH, Frank AA (2009) Design, demonstrations and sustainability impact assessments for plug-in hybrid electric vehicles. Renew Sust Energy Rev 13(1):115–128. https://doi.org/10.1016/j.rser.2007.05.003
Browne D, O’Mahony M, Caulfield B (2012) How should barriers to alternative fuels and vehicles be classified and potential policies to promote innovative technologies be evaluated? J Clean Prod 35:140–151. https://doi.org/10.1016/j.jclepro.2012.05.019
Brownstone D, Bunch DS, Train K (2000) Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles. Transp Res Part B Methodol 34:315–338. https://doi.org/10.4324/9781351161084-16
Bubeck S, Tomaschek J, Fahl U (2016) Perspectives of electric mobility: total cost of ownership of electric vehicles in Germany. Transp Policy 50:63–77. https://doi.org/10.1016/j.tranpol.2016.05.012
Dua R, White K, Lindland R (2019) Understanding potential for battery electric vehicle adoption using large-scale consumer profile data. Energy Policy 5:515–524. https://doi.org/10.1016/j.egyr.2019.04.013
Egbue O, Long S (2012) Barriers to widespread adoption of electric vehicles: an analysis of consumer attitudes and perceptions. Energy Policy 48(June):717–729. https://doi.org/10.1016/j.enpol.2012.06.009
Ehsani M, Gao Y, Emadi A (2010) ‘Modern electric, hybrid electric, and fuel cell vehicles’, modern electric, hybrid electric, and fuel cell vehicles. CRC Press, New York, p. 2020. https://doi.org/10.1201/9781420054002
Fabrigar LR, Wegener DT, Maccallum RC, Strahan EJ (1999) Evaluating the use of exploratory factor analysis in psychological research. Psychol Methods 4(3):272–299
Field A (2009) Discovering statistics using IBM SPSS statistics—cluster analysis. Discov Stat Using IBM SPSS Stat 58:297–321. https://doi.org/10.1016/B978-012691360-6/50012-4
Floyd FJ, Widaman KF (1995) Factor analysis in the development and refinement of clinical assessment instruments. Psychol Assess 7(3):286–299
Graham-Rowe E et al (2012) ‘Mainstream consumers driving plug-in battery-electric and plug-in hybrid electric cars: a qualitative analysis of responses and evaluations. Transp Res Part A Policy Prac Elsevier Ltd 46(1):140–153. https://doi.org/10.1016/j.tra.2011.09.008
Grote M et al (2019) Locating residential on-street electric vehicle charging infrastructure: a practical methodology. Transp Res Part D Transp Environ 15–27. https://doi.org/10.1016/j.trd.2019.07.017
Gudmundsson SV (2004) Management emphasis and performance in the airline industry: an exploratory multilevel analysis. Transp Res Part E Logist Transp Rev 40(6):443–463. https://doi.org/10.1016/j.tre.2004.08.004
Hair JF, Black WC, Babin BJ, Anderson RE (2010) Multivariate data analysis: a global perspective. Pearson. Ed, New Jersey, p 7
Hou D et al (2014) Factor analysis and structural equation modelling of sustainable behaviour in contaminated land remediation. J Clean Prod 439–449. https://doi.org/10.1016/j.jclepro.2014.01.054
Kannan D (2018) ‘Role of multiple stakeholders and the critical success factor theory for the sustainable supplier selection process. Int J Prod Econ Elsevier Ltd 195:391–418. https://doi.org/10.1016/j.ijpe.2017.02.020
Kemp R, Loorbach D, Rotmans J (2007) Transition management as a model for managing processes of co-evolution towards sustainable development. Int J Sust Dev World 14(1):78–91. https://doi.org/10.1080/13504500709469709
Krause RM et al (2013) ‘Perception and reality: public knowledge of plug-in electric vehicles in 21 U.S. cities. Energy Policy 433–440. https://doi.org/10.1016/j.enpol.2013.09.018
Lane B, Potter S (2007) The adoption of cleaner vehicles in the UK: exploring the consumer attitude-action gap. J Clean Prod 15(11–12):1085–1092. https://doi.org/10.1016/j.jclepro.2006.05.026
Lee JH, Kim H, Phaal R (2012) An analysis of factors improving technology roadmap credibility: a communications theory assessment of roadmapping processes. Technol Forecast Social Change 263–280. https://doi.org/10.1016/j.techfore.2011.05.003
Loorbach D, Van Der Brugge R, Taanman M (2008) Governance in the energy transition: Practice of transition management in the Netherlands. Int J Environ Technol Manage 9(2–3):294–315. https://doi.org/10.1504/IJETM.2008.019039
Lopez-Behar D et al (2019) Putting electric vehicles on the map: a policy agenda for residential charging infrastructure in Canada. Energy Res Social Sci 29–37. https://doi.org/10.1016/j.erss.2018.11.009
Matook S, Lasch R, Tamaschke R (2009) Supplier development with benchmarking as part of a comprehensive supplier risk management framework. Int J Oper Prod Manag 29(3):241–267. https://doi.org/10.1108/01443570910938989
Matthews HD et al (2009) The proportionality of global warming to cumulative carbon emissions. Nature 459(7248):829–832. https://doi.org/10.1038/nature08047
Meinshausen M et al (2009) Greenhouse-gas emission targets for limiting global warming to 2°C. Nature 458(7242):1158–1162 (Nature Publishing Group). https://doi.org/10.1038/nature08017
Nocera S, Cavallaro F (2016) ‘The competitiveness of alternative transport fuels for CO2 emissions. Transport Policy Elsevier 50:1–14. https://doi.org/10.1016/j.tranpol.2016.05.013
Noel L et al (2019) Navigating expert skepticism and consumer distrust: rethinking the barriers to vehicle-to-grid (V2G) in the Nordic region. Transp Policy 76:67–77
O’Neill E et al (2019) Barriers to electric vehicle uptake in Ireland: perspectives of car-dealers and policy-makers. In: Case studies on transport policy, pp 118–127. https://doi.org/10.1016/j.cstp.2018.12.005
Potoglou D, Kanaroglou PS (2007) Household demand and willingness to pay for clean vehicles. Transp Res Part D Transp Environ 12(4):264–274. https://doi.org/10.1016/j.trd.2007.03.001
Prud’homme, R. and Koning, M. (2012) Electric vehicles: a tentative economic and environmental evaluation. Transp Policy 23:60–69. https://doi.org/10.1016/j.tranpol.2012.06.001
Ranjan S, Das DC, Latif A, Sinha N (2021) Electric vehicles to renewable-three unequal areas-hybrid microgrid to contain system frequency using mine blast algorithm based strategy. Int J Syst Assur Eng Manag 12(5):961–975
Rezvani Z, Jansson J, Bodin J (2015) Advances in consumer electric vehicle adoption research: a review and research agenda. Transp Res Part D Transp Environ 34:122–136. https://doi.org/10.1016/j.trd.2014.10.010
Robinson J et al (2014) Business models for solar powered charging stations to develop infrastructure for electric vehicles. Sustainability 6(10):7358–7387. https://doi.org/10.3390/su6107358
Sarkar PK, Jain AK (2018) ‘Intelligent transport system’, PHI learning, p 440
Shankar R, Gupta R, Pathak DK (2018) Modeling critical success factors of traceability for food logistics system. Transp Res Part E Logist Transp Rev 119:205–222. https://doi.org/10.1016/j.tre.2018.03.006
Shankar R, Pathak DK, Choudhary D (2019) ‘Decarbonizing freight transportation: an integrated EFA-TISM approach to model enablers of dedicated freight corridors. Technological Forecasting and Social Change Elsevier 143:85–100. https://doi.org/10.1016/j.techfore.2019.03.010
She Z-Y et al (2017) ‘What are the barriers to widespread adoption of battery electric vehicles? A survey of public perception in Tianjin, China. Transp Policy 56:29–40. https://doi.org/10.1016/j.tranpol.2017.03.001
Steinhilber S, Wells P, Thankappan S (2013) Socio-technical inertia: understanding the barriers to electric vehicles. Energy Policy 60:531–539. https://doi.org/10.1016/j.enpol.2013.04.076
Stephens T (2013) Non-cost barriers to consumer adoption of new light-duty vehicle technologies. TØI Report 1329/2014; TØI: Oslo, Norway, Sept 2013
Stern N (2006) Stern review on the economics of climate change: stern review on the economics change. Uk Treasury
Tabachnick BG, Fidell LS (2007) Using multivariate statistics, 5th edn. Allyn & Bacon, US, Boston
Tachizawa EM, Alvarez-Gil MJ, Montes-Sancho MJ (2015) How “smart cities” will change supply chain management. Supply Chain Manag 20(3):237–248. https://doi.org/10.1108/SCM-03-2014-0108
Tan KC, Wisner JD (2003) A study of operations management constructs and their relationships. Int J Oper Prod Manag 23:1300–1325. https://doi.org/10.1108/01443570310501862
Tran M et al (2013) Simulating early adoption of alternative fuel vehicles for sustainability. Technol Forecast Social Change Elsevier Inc 80(5):865–875. https://doi.org/10.1016/j.techfore.2012.09.009
Vidhi R, Shrivastava P (2018) A review of electric vehicle lifecycle emissions and policy recommendations to increase EV penetration in India. Energies 11(3):483. https://doi.org/10.3390/en11030483
Wang Y et al (2018) Green information, green certification and consumer perceptions of remanufctured automobile parts. Resour Conserv Recycl Elsevier BV 128:187–196. https://doi.org/10.1016/j.resconrec.2016.07.015
Yong T, Park C (2017) A qualitative comparative analysis on factors affecting the deployment of electric vehicles. Energy Procedia 128:497–503
Yuen KF et al (2017) Antecedents and outcomes of sustainable shipping practices: the integration of stakeholder and behavioural theories. Transp Res Part E Logist Transp Rev Elsevier 108: 18–35. https://doi.org/10.1016/j.tre.2017.10.002
Zheng J et al (2012) Strategic policies and demonstration program of electric vehicle in China. Transp Policy 19(1):17–25. https://doi.org/10.1016/j.tranpol.2011.07.006
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Ruchita Identification of potential barriers of EVsCI using EFA. Int J Syst Assur Eng Manag 14 (Suppl 3), 896–908 (2023). https://doi.org/10.1007/s13198-021-01587-w
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DOI: https://doi.org/10.1007/s13198-021-01587-w