The changing adoption behaviors on electric trucks over time during the intention-purchase stage: Insights from freight enterprises’ states and perception features
This study analyzed the possibility and time gap in the adoption of electric trucks during the intention-purchase stage. An online survey was conducted with 980 freight fleets in Zhejiang Province, China in May 2021. The survival analysis model was employed to integrate the time variable with the pr...
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Published in | Journal of cleaner production Vol. 421; p. 138476 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
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Elsevier Ltd
01.10.2023
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Abstract | This study analyzed the possibility and time gap in the adoption of electric trucks during the intention-purchase stage. An online survey was conducted with 980 freight fleets in Zhejiang Province, China in May 2021. The survival analysis model was employed to integrate the time variable with the probability of purchase, and various state and perception features that significantly influenced adoption behaviors were identified. The predictive performance of the model was assessed using the C-index and by comparing the results with actual purchase data. The findings indicated that positive state factors effectively reduce the time to purchase during the intention-behavior stage, while negative perception factors substantially decrease the ultimate purchase probability. Specifically, enterprises offering bulk services experienced a 10% increase in their purchase probability during the second year. Conversely, a negative perception of overall profit and empty-running reduction resulted in a 59.5% and 68.5% reduction in the purchase probability, respectively. The model demonstrated good predictive accuracy, particularly for short time periods of less than two years. This research has important implications for mitigating bias in intention survey data, providing policymakers with new incentives derived from the business environment, and facilitating the transition to electric trucks in freight transportation for cleaner production.
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AbstractList | This study analyzed the possibility and time gap in the adoption of electric trucks during the intention-purchase stage. An online survey was conducted with 980 freight fleets in Zhejiang Province, China in May 2021. The survival analysis model was employed to integrate the time variable with the probability of purchase, and various state and perception features that significantly influenced adoption behaviors were identified. The predictive performance of the model was assessed using the C-index and by comparing the results with actual purchase data. The findings indicated that positive state factors effectively reduce the time to purchase during the intention-behavior stage, while negative perception factors substantially decrease the ultimate purchase probability. Specifically, enterprises offering bulk services experienced a 10% increase in their purchase probability during the second year. Conversely, a negative perception of overall profit and empty-running reduction resulted in a 59.5% and 68.5% reduction in the purchase probability, respectively. The model demonstrated good predictive accuracy, particularly for short time periods of less than two years. This research has important implications for mitigating bias in intention survey data, providing policymakers with new incentives derived from the business environment, and facilitating the transition to electric trucks in freight transportation for cleaner production.
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ArticleNumber | 138476 |
Author | Wu, Chengcheng Zhou, Hua Zhou, Yijun Li, Pingfei |
Author_xml | – sequence: 1 givenname: Chengcheng orcidid: 0000-0001-9493-811X surname: Wu fullname: Wu, Chengcheng email: wucc@mail.xhu.edu.cn organization: School of Automobile & Transportation, Xihua University, 9999 Hongguang Avenue, Jinniu District, Chengdu, 610039, China – sequence: 2 givenname: Pingfei surname: Li fullname: Li, Pingfei organization: School of Automobile & Transportation, Xihua University, 9999 Hongguang Avenue, Jinniu District, Chengdu, 610039, China – sequence: 3 givenname: Hua surname: Zhou fullname: Zhou, Hua organization: School of Automobile & Transportation, Xihua University, 9999 Hongguang Avenue, Jinniu District, Chengdu, 610039, China – sequence: 4 givenname: Yijun orcidid: 0000-0003-1448-5080 surname: Zhou fullname: Zhou, Yijun organization: School of Automobile & Transportation, Xihua University, 9999 Hongguang Avenue, Jinniu District, Chengdu, 610039, China |
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Cites_doi | 10.1016/j.erss.2021.102330 10.1108/BIJ-03-2014-0025 10.1016/j.jclepro.2020.122556 10.1016/j.ijhydene.2022.03.252 10.1016/j.est.2021.103891 10.1007/s10551-014-2143-6 10.1016/j.trd.2018.09.003 10.1007/s11356-015-4841-8 10.1016/j.tre.2017.08.011 10.1016/j.trd.2020.102619 10.1016/j.apenergy.2015.10.163 10.1016/j.trd.2019.04.002 10.1093/biomet/81.3.515 10.1016/j.apenergy.2022.118582 10.1007/s10551-013-1667-5 10.1016/j.jclepro.2018.04.206 10.1243/09544062JMES2004 10.1016/j.trd.2018.09.008 10.1016/j.tra.2023.103697 10.1016/j.scs.2022.103894 10.1016/j.jbusres.2020.01.066 10.1016/j.ijhydene.2020.06.002 10.1016/j.trd.2022.103317 10.1016/j.conbuildmat.2021.126249 10.1016/j.seps.2020.100957 10.1016/j.envint.2021.106474 |
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Keywords | Survival analysis State and perception features Purchase time Electric trucks |
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References | (bib42) 2021 Kaplan, Gruber, Reinthaler, Klauenberg (bib23) 2016 Irannezhad, Prato, Hickman (bib21) 2018 Lin, Shi (bib28) 2022; 310 Sureeyatanapas, Poophiukhok, Pathumnakul (bib40) 2018 Yan, Zhao (bib45) 2022; 47 Carley, Siddiki, Nicholson-Crotty (bib9) 2019 Bonsall (bib6) 1997 İmre, Çelebi, Koca (bib20) 2021 Briseño, Ramirez-Nafarrate, Araz (bib8) 2021 Emmert-Streib, Dehmer (bib14) 2019 Li, Xu, Li, Du, Ye (bib26) 2021 Tamannaei, Zarei, Rasti-Barzoki (bib41) 2021 Churchman, Longhurst (bib10) 2022 Fan, Wang, Yang, Zhang, Zhang (bib16) 2020 Showkat, Singh (bib38) 2022; 320 Qasim, Csiszár (bib34) 2021 Du, Liu, Sovacool, Wang, Ma, Li (bib12) 2018 (bib39) 2022 Wu, Xiao, Hu, Zhou (bib44) 2022; 82 Breuer, Samsun, Stolten, Peters (bib7) 2021 Mauler, Dahrendorf, Duffner, Winter, Leker (bib29) 2022 Daas-Auto, n.d. Vehicle production and marketing data [WWW Document]. URL Heinold, Meisel (bib19) 2018 Odhams, Roebuck, Lee, Hunt, Cebon (bib32) 2010 Quak, Nesterova, Van Rooijen (bib35) 2016 Fan, Wang, Yang, Zhang, Zhang (bib15) 2020 Konstantinou, Gkritza (bib24) 2023; 17 Seo, Go, Kim (bib37) 2020; 120 Meyer (bib31) 2020; 89 Behnke, Kirschstein (bib4) 2017 Konstantinou, Gkritza (bib25) 2023; 173 Afroz, Masud, Akhtar, Islam, Duasa (bib1) 2015; 22 Jazairy, von Haartman (bib22) 2020 . Ajzen (bib2) 1991 Schall, Mohnen (bib36) 2017 Bodur, Duval, Grohmann (bib5) 2015; 129 Li, Luo, Wang (bib27) 2019 Melander, Nyquist-Magnusson (bib30) 2022; 108 Gruber, Schlegelmilch (bib18) 2014; 121 ElHaffar, Durif, Dubé (bib13) 2020 Bae, Mitra, Ritchie (bib3) 2019 Winebrake, Green (bib43) 2017 Grambsch, Therneau (bib17) 1994 Pålsson, Johansson (bib33) 2016 Li (10.1016/j.jclepro.2023.138476_bib26) 2021 Bonsall (10.1016/j.jclepro.2023.138476_bib6) 1997 Qasim (10.1016/j.jclepro.2023.138476_bib34) 2021 Heinold (10.1016/j.jclepro.2023.138476_bib19) 2018 İmre (10.1016/j.jclepro.2023.138476_bib20) 2021 (10.1016/j.jclepro.2023.138476_bib42) 2021 Melander (10.1016/j.jclepro.2023.138476_bib30) 2022; 108 Quak (10.1016/j.jclepro.2023.138476_bib35) 2016 Breuer (10.1016/j.jclepro.2023.138476_bib7) 2021 Sureeyatanapas (10.1016/j.jclepro.2023.138476_bib40) 2018 Afroz (10.1016/j.jclepro.2023.138476_bib1) 2015; 22 Konstantinou (10.1016/j.jclepro.2023.138476_bib24) 2023; 17 Seo (10.1016/j.jclepro.2023.138476_bib37) 2020; 120 Bae (10.1016/j.jclepro.2023.138476_bib3) 2019 Li (10.1016/j.jclepro.2023.138476_bib27) 2019 Gruber (10.1016/j.jclepro.2023.138476_bib18) 2014; 121 Carley (10.1016/j.jclepro.2023.138476_bib9) 2019 Du (10.1016/j.jclepro.2023.138476_bib12) 2018 Emmert-Streib (10.1016/j.jclepro.2023.138476_bib14) 2019 Irannezhad (10.1016/j.jclepro.2023.138476_bib21) 2018 Meyer (10.1016/j.jclepro.2023.138476_bib31) 2020; 89 Bodur (10.1016/j.jclepro.2023.138476_bib5) 2015; 129 Pålsson (10.1016/j.jclepro.2023.138476_bib33) 2016 Yan (10.1016/j.jclepro.2023.138476_bib45) 2022; 47 Ajzen (10.1016/j.jclepro.2023.138476_bib2) 1991 Jazairy (10.1016/j.jclepro.2023.138476_bib22) 2020 Fan (10.1016/j.jclepro.2023.138476_bib15) 2020 Schall (10.1016/j.jclepro.2023.138476_bib36) 2017 Kaplan (10.1016/j.jclepro.2023.138476_bib23) 2016 Konstantinou (10.1016/j.jclepro.2023.138476_bib25) 2023; 173 Briseño (10.1016/j.jclepro.2023.138476_bib8) 2021 Fan (10.1016/j.jclepro.2023.138476_bib16) 2020 Lin (10.1016/j.jclepro.2023.138476_bib28) 2022; 310 10.1016/j.jclepro.2023.138476_bib11 Grambsch (10.1016/j.jclepro.2023.138476_bib17) 1994 (10.1016/j.jclepro.2023.138476_bib39) 2022 Showkat (10.1016/j.jclepro.2023.138476_bib38) 2022; 320 Churchman (10.1016/j.jclepro.2023.138476_bib10) 2022 Winebrake (10.1016/j.jclepro.2023.138476_bib43) 2017 Mauler (10.1016/j.jclepro.2023.138476_bib29) 2022 Wu (10.1016/j.jclepro.2023.138476_bib44) 2022; 82 Tamannaei (10.1016/j.jclepro.2023.138476_bib41) 2021 ElHaffar (10.1016/j.jclepro.2023.138476_bib13) 2020 Odhams (10.1016/j.jclepro.2023.138476_bib32) 2010 Behnke (10.1016/j.jclepro.2023.138476_bib4) 2017 |
References_xml | – year: 2018 ident: bib21 article-title: The effect of cooperation among shipping lines on transport costs and pollutant emissions publication-title: Transp. Res. D Transp. Environ. contributor: fullname: Hickman – year: 2017 ident: bib36 article-title: Incentivizing energy-efficient behavior at work: an empirical investigation using a natural field experiment on eco-driving publication-title: Appl. Energy contributor: fullname: Mohnen – year: 2017 ident: bib4 article-title: The impact of path selection on GHG emissions in city logistics publication-title: Transp. Res. E Logist. Transp. Rev. contributor: fullname: Kirschstein – volume: 310 year: 2022 ident: bib28 article-title: Do environmental quality and policy changes affect the evolution of consumers' intentions to buy new energy vehicles publication-title: Appl. Energy contributor: fullname: Shi – volume: 22 start-page: 16153 year: 2015 end-page: 16163 ident: bib1 article-title: Consumer purchase intention towards environmentally friendly vehicles: an empirical investigation in Kuala Lumpur, Malaysia publication-title: Environ. Sci. Pollut. Control Ser. contributor: fullname: Duasa – year: 2021 ident: bib7 article-title: How to reduce the greenhouse gas emissions and air pollution caused by light and heavy duty vehicles with battery-electric, fuel cell-electric and catenary trucks publication-title: Environ. Int. contributor: fullname: Peters – year: 2019 ident: bib9 article-title: Evolution of plug-in electric vehicle demand: assessing consumer perceptions and intent to purchase over time publication-title: Transp. Res. D Transp. Environ. contributor: fullname: Nicholson-Crotty – start-page: 222 year: 1997 end-page: 231 ident: bib6 publication-title: Chapter 12 - Issues in Survey Planning and Design contributor: fullname: Bonsall – year: 1991 ident: bib2 article-title: The theory of planned behavior publication-title: Organ Behav Hum Decis Process contributor: fullname: Ajzen – volume: 108 year: 2022 ident: bib30 article-title: Drivers for and barriers to electric freight vehicle adoption in Stockholm publication-title: Transp. Res. D Transp. Environ. contributor: fullname: Nyquist-Magnusson – year: 2021 ident: bib42 article-title: Sources of Greenhouse Gas Emissions – year: 2010 ident: bib32 article-title: Factors influencing the energy consumption of road freight transport publication-title: Proc. Inst. Mech. Eng. C J. Mech. Eng. Sci. contributor: fullname: Cebon – year: 2016 ident: bib35 article-title: Possibilities and barriers for using electric-powered vehicles in city logistics practice publication-title: Transportation Research Procedia contributor: fullname: Van Rooijen – volume: 47 start-page: 24619 year: 2022 end-page: 24634 ident: bib45 article-title: Willingness to pay for heavy-duty hydrogen fuel cell trucks and factors affecting the purchase choices in China publication-title: Int. J. Hydrogen Energy contributor: fullname: Zhao – volume: 129 year: 2015 ident: bib5 article-title: Will you purchase environmentally friendly products? Using prediction requests to increase choice of sustainable products publication-title: J. Bus. Ethics contributor: fullname: Grohmann – volume: 121 year: 2014 ident: bib18 article-title: How techniques of neutralization legitimize norm- and attitude-inconsistent consumer behavior publication-title: J. Bus. Ethics contributor: fullname: Schlegelmilch – year: 2021 ident: bib41 article-title: A game theoretic approach to sustainable freight transportation: competition between road and intermodal road–rail systems with government intervention publication-title: Transportation Research Part B: Methodological contributor: fullname: Rasti-Barzoki – volume: 173 year: 2023 ident: bib25 article-title: Are we getting close to truck electrification? U.S. truck fleet managers' stated intentions to electrify their fleets publication-title: Transport. Res. Part A Policy Pract contributor: fullname: Gkritza – year: 2021 ident: bib20 article-title: Understanding Barriers and Enablers of Electric Vehicles in Urban Freight Transport: Addressing Stakeholder Needs in Turkey contributor: fullname: Koca – year: 2020 ident: bib15 article-title: Determinant changes of consumer preference for NEVs in China: a comparison between 2012 and 2017 publication-title: Int. J. Hydrogen Energy contributor: fullname: Zhang – year: 2016 ident: bib33 article-title: Reducing transportation emissions: company intentions, barriers and discriminating factors publication-title: Benchmarking contributor: fullname: Johansson – year: 2017 ident: bib43 article-title: Environmental policy, decision making, and rebound effects in the U.S. trucking sector publication-title: Research in Transportation Business and Management contributor: fullname: Green – year: 2020 ident: bib13 article-title: Towards closing the attitude-intention-behavior gap in green consumption: a narrative review of the literature and an overview of future research directions publication-title: J. Clean. Prod. contributor: fullname: Dubé – volume: 82 year: 2022 ident: bib44 article-title: Modeling the low-carbon behaviors' development paths of freight enterprises based on a survey in Zhejiang, China publication-title: Sustain. Cities Soc. contributor: fullname: Zhou – year: 2019 ident: bib14 article-title: Introduction to survival analysis in practice publication-title: Mach Learn Knowl Extr contributor: fullname: Dehmer – year: 2019 ident: bib27 article-title: Spatial effects of economic performance on the carbon intensity of human well-being: the environmental Kuznets curve in Chinese provinces publication-title: J. Clean. Prod. contributor: fullname: Wang – volume: 17 year: 2023 ident: bib24 article-title: Examining the barriers to electric truck adoption as a system: a Grey-DEMATEL approach publication-title: Transp. Res. Interdiscip. Perspect. contributor: fullname: Gkritza – year: 2016 ident: bib23 article-title: Intentions to introduce electric vehicles in the commercial sector: a model based on the theory of planned behaviour publication-title: Research in Transportation Economics contributor: fullname: Klauenberg – year: 2019 ident: bib3 article-title: Building a Theory of Alternative Fuel Adoption Behavior of Huoyun Fleets in California: an Initial Theoretical Framework contributor: fullname: Ritchie – year: 1994 ident: bib17 article-title: Proportional hazards tests and diagnostics based on weighted residuals publication-title: Biometrika contributor: fullname: Therneau – year: 2022 ident: bib10 article-title: Where is our delivery? The political and socio-technical roadblocks to decarbonising United Kingdom road freight publication-title: Energy Res. Social Sci. contributor: fullname: Longhurst – year: 2018 ident: bib40 article-title: Green initiatives for logistics service providers: an investigation of antecedent factors and the contributions to corporate goals publication-title: J. Clean. Prod. contributor: fullname: Pathumnakul – year: 2018 ident: bib19 article-title: Emission rates of intermodal rail/road and road-only transportation in Europe: a comprehensive simulation study publication-title: Transp. Res. D Transp. Environ. contributor: fullname: Meisel – year: 2020 ident: bib22 article-title: Analysing the institutional pressures on shippers and logistics service providers to implement green supply chain management practices publication-title: International Journal of Logistics Research and Applications contributor: fullname: von Haartman – volume: 89 year: 2020 ident: bib31 article-title: Decarbonizing road freight transportation – a bibliometric and network analysis publication-title: Transp. Res. D Transp. Environ. contributor: fullname: Meyer – year: 2021 ident: bib26 article-title: Can low-carbon technological innovation truly improve enterprise performance? The case of Chinese manufacturing companies publication-title: J. Clean. Prod. contributor: fullname: Ye – volume: 120 year: 2020 ident: bib37 article-title: Pricing strategies under markets with time gap between purchase and consumption publication-title: J. Bus. Res. contributor: fullname: Kim – year: 2021 ident: bib8 article-title: A multivariate analysis of hybrid and electric vehicles sales in Mexico publication-title: Socioecon. Plann. Sci. contributor: fullname: Araz – year: 2018 ident: bib12 article-title: Who buys New Energy Vehicles in China? Assessing social-psychological predictors of purchasing awareness, intention, and policy publication-title: Transp Res Part F Traffic Psychol Behav contributor: fullname: Li – year: 2022 ident: bib29 article-title: Cost-effective technology choice in a decarbonized and diversified long-haul truck transportation sector: a U.S. case study publication-title: J. Energy Storage contributor: fullname: Leker – year: 2022 ident: bib39 article-title: Zhejiang Statistical Yearbook 2022 – volume: 320 year: 2022 ident: bib38 article-title: Perceiving moisture damage of asphalt mixes containing RAP using survival analysis based on Kaplan-Meier estimator and Cox proportional hazards model publication-title: Construct. Build. Mater. contributor: fullname: Singh – year: 2020 ident: bib16 article-title: Determinant changes of consumer preference for NEVs in China: a comparison between 2012 and 2017 publication-title: Int. J. Hydrogen Energy contributor: fullname: Zhang – year: 2021 ident: bib34 article-title: MAJOR BARRIERS IN ADOPTION OF ELECTRIC TRUCKS IN LOGISTICS SYSTEM contributor: fullname: Csiszár – year: 2022 ident: 10.1016/j.jclepro.2023.138476_bib10 article-title: Where is our delivery? The political and socio-technical roadblocks to decarbonising United Kingdom road freight publication-title: Energy Res. Social Sci. doi: 10.1016/j.erss.2021.102330 contributor: fullname: Churchman – year: 2016 ident: 10.1016/j.jclepro.2023.138476_bib23 article-title: Intentions to introduce electric vehicles in the commercial sector: a model based on the theory of planned behaviour contributor: fullname: Kaplan – year: 2016 ident: 10.1016/j.jclepro.2023.138476_bib33 article-title: Reducing transportation emissions: company intentions, barriers and discriminating factors publication-title: Benchmarking doi: 10.1108/BIJ-03-2014-0025 contributor: fullname: Pålsson – year: 2020 ident: 10.1016/j.jclepro.2023.138476_bib13 article-title: Towards closing the attitude-intention-behavior gap in green consumption: a narrative review of the literature and an overview of future research directions publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2020.122556 contributor: fullname: ElHaffar – year: 2017 ident: 10.1016/j.jclepro.2023.138476_bib43 article-title: Environmental policy, decision making, and rebound effects in the U.S. trucking sector contributor: fullname: Winebrake – year: 1991 ident: 10.1016/j.jclepro.2023.138476_bib2 article-title: The theory of planned behavior contributor: fullname: Ajzen – volume: 47 start-page: 24619 year: 2022 ident: 10.1016/j.jclepro.2023.138476_bib45 article-title: Willingness to pay for heavy-duty hydrogen fuel cell trucks and factors affecting the purchase choices in China publication-title: Int. J. Hydrogen Energy doi: 10.1016/j.ijhydene.2022.03.252 contributor: fullname: Yan – year: 2022 ident: 10.1016/j.jclepro.2023.138476_bib29 article-title: Cost-effective technology choice in a decarbonized and diversified long-haul truck transportation sector: a U.S. case study publication-title: J. Energy Storage doi: 10.1016/j.est.2021.103891 contributor: fullname: Mauler – year: 2021 ident: 10.1016/j.jclepro.2023.138476_bib20 contributor: fullname: İmre – volume: 129 year: 2015 ident: 10.1016/j.jclepro.2023.138476_bib5 article-title: Will you purchase environmentally friendly products? Using prediction requests to increase choice of sustainable products publication-title: J. Bus. Ethics doi: 10.1007/s10551-014-2143-6 contributor: fullname: Bodur – year: 2019 ident: 10.1016/j.jclepro.2023.138476_bib14 article-title: Introduction to survival analysis in practice contributor: fullname: Emmert-Streib – year: 2018 ident: 10.1016/j.jclepro.2023.138476_bib19 article-title: Emission rates of intermodal rail/road and road-only transportation in Europe: a comprehensive simulation study publication-title: Transp. Res. D Transp. Environ. doi: 10.1016/j.trd.2018.09.003 contributor: fullname: Heinold – volume: 22 start-page: 16153 year: 2015 ident: 10.1016/j.jclepro.2023.138476_bib1 article-title: Consumer purchase intention towards environmentally friendly vehicles: an empirical investigation in Kuala Lumpur, Malaysia publication-title: Environ. Sci. Pollut. Control Ser. doi: 10.1007/s11356-015-4841-8 contributor: fullname: Afroz – year: 2018 ident: 10.1016/j.jclepro.2023.138476_bib12 article-title: Who buys New Energy Vehicles in China? Assessing social-psychological predictors of purchasing awareness, intention, and policy contributor: fullname: Du – year: 2017 ident: 10.1016/j.jclepro.2023.138476_bib4 article-title: The impact of path selection on GHG emissions in city logistics publication-title: Transp. Res. E Logist. Transp. Rev. doi: 10.1016/j.tre.2017.08.011 contributor: fullname: Behnke – volume: 17 year: 2023 ident: 10.1016/j.jclepro.2023.138476_bib24 article-title: Examining the barriers to electric truck adoption as a system: a Grey-DEMATEL approach publication-title: Transp. Res. Interdiscip. Perspect. contributor: fullname: Konstantinou – ident: 10.1016/j.jclepro.2023.138476_bib11 – volume: 89 year: 2020 ident: 10.1016/j.jclepro.2023.138476_bib31 article-title: Decarbonizing road freight transportation – a bibliometric and network analysis publication-title: Transp. Res. D Transp. Environ. doi: 10.1016/j.trd.2020.102619 contributor: fullname: Meyer – year: 2021 ident: 10.1016/j.jclepro.2023.138476_bib34 contributor: fullname: Qasim – year: 2017 ident: 10.1016/j.jclepro.2023.138476_bib36 article-title: Incentivizing energy-efficient behavior at work: an empirical investigation using a natural field experiment on eco-driving publication-title: Appl. Energy doi: 10.1016/j.apenergy.2015.10.163 contributor: fullname: Schall – year: 2019 ident: 10.1016/j.jclepro.2023.138476_bib3 contributor: fullname: Bae – year: 2019 ident: 10.1016/j.jclepro.2023.138476_bib9 article-title: Evolution of plug-in electric vehicle demand: assessing consumer perceptions and intent to purchase over time publication-title: Transp. Res. D Transp. Environ. doi: 10.1016/j.trd.2019.04.002 contributor: fullname: Carley – year: 1994 ident: 10.1016/j.jclepro.2023.138476_bib17 article-title: Proportional hazards tests and diagnostics based on weighted residuals publication-title: Biometrika doi: 10.1093/biomet/81.3.515 contributor: fullname: Grambsch – year: 2021 ident: 10.1016/j.jclepro.2023.138476_bib42 – start-page: 222 year: 1997 ident: 10.1016/j.jclepro.2023.138476_bib6 contributor: fullname: Bonsall – volume: 310 year: 2022 ident: 10.1016/j.jclepro.2023.138476_bib28 article-title: Do environmental quality and policy changes affect the evolution of consumers' intentions to buy new energy vehicles publication-title: Appl. Energy doi: 10.1016/j.apenergy.2022.118582 contributor: fullname: Lin – volume: 121 year: 2014 ident: 10.1016/j.jclepro.2023.138476_bib18 article-title: How techniques of neutralization legitimize norm- and attitude-inconsistent consumer behavior publication-title: J. Bus. Ethics doi: 10.1007/s10551-013-1667-5 contributor: fullname: Gruber – year: 2018 ident: 10.1016/j.jclepro.2023.138476_bib40 article-title: Green initiatives for logistics service providers: an investigation of antecedent factors and the contributions to corporate goals publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2018.04.206 contributor: fullname: Sureeyatanapas – year: 2010 ident: 10.1016/j.jclepro.2023.138476_bib32 article-title: Factors influencing the energy consumption of road freight transport publication-title: Proc. Inst. Mech. Eng. C J. Mech. Eng. Sci. doi: 10.1243/09544062JMES2004 contributor: fullname: Odhams – year: 2021 ident: 10.1016/j.jclepro.2023.138476_bib41 article-title: A game theoretic approach to sustainable freight transportation: competition between road and intermodal road–rail systems with government intervention contributor: fullname: Tamannaei – year: 2018 ident: 10.1016/j.jclepro.2023.138476_bib21 article-title: The effect of cooperation among shipping lines on transport costs and pollutant emissions publication-title: Transp. Res. D Transp. Environ. doi: 10.1016/j.trd.2018.09.008 contributor: fullname: Irannezhad – volume: 173 year: 2023 ident: 10.1016/j.jclepro.2023.138476_bib25 article-title: Are we getting close to truck electrification? U.S. truck fleet managers' stated intentions to electrify their fleets publication-title: Transport. Res. Part A Policy Pract doi: 10.1016/j.tra.2023.103697 contributor: fullname: Konstantinou – volume: 82 year: 2022 ident: 10.1016/j.jclepro.2023.138476_bib44 article-title: Modeling the low-carbon behaviors' development paths of freight enterprises based on a survey in Zhejiang, China publication-title: Sustain. Cities Soc. doi: 10.1016/j.scs.2022.103894 contributor: fullname: Wu – volume: 120 year: 2020 ident: 10.1016/j.jclepro.2023.138476_bib37 article-title: Pricing strategies under markets with time gap between purchase and consumption publication-title: J. Bus. Res. doi: 10.1016/j.jbusres.2020.01.066 contributor: fullname: Seo – year: 2019 ident: 10.1016/j.jclepro.2023.138476_bib27 article-title: Spatial effects of economic performance on the carbon intensity of human well-being: the environmental Kuznets curve in Chinese provinces publication-title: J. Clean. Prod. contributor: fullname: Li – year: 2020 ident: 10.1016/j.jclepro.2023.138476_bib16 article-title: Determinant changes of consumer preference for NEVs in China: a comparison between 2012 and 2017 publication-title: Int. J. Hydrogen Energy doi: 10.1016/j.ijhydene.2020.06.002 contributor: fullname: Fan – year: 2020 ident: 10.1016/j.jclepro.2023.138476_bib22 article-title: Analysing the institutional pressures on shippers and logistics service providers to implement green supply chain management practices contributor: fullname: Jazairy – year: 2021 ident: 10.1016/j.jclepro.2023.138476_bib26 article-title: Can low-carbon technological innovation truly improve enterprise performance? The case of Chinese manufacturing companies publication-title: J. Clean. Prod. contributor: fullname: Li – volume: 108 year: 2022 ident: 10.1016/j.jclepro.2023.138476_bib30 article-title: Drivers for and barriers to electric freight vehicle adoption in Stockholm publication-title: Transp. Res. D Transp. Environ. doi: 10.1016/j.trd.2022.103317 contributor: fullname: Melander – volume: 320 year: 2022 ident: 10.1016/j.jclepro.2023.138476_bib38 article-title: Perceiving moisture damage of asphalt mixes containing RAP using survival analysis based on Kaplan-Meier estimator and Cox proportional hazards model publication-title: Construct. Build. Mater. doi: 10.1016/j.conbuildmat.2021.126249 contributor: fullname: Showkat – year: 2016 ident: 10.1016/j.jclepro.2023.138476_bib35 article-title: Possibilities and barriers for using electric-powered vehicles in city logistics practice contributor: fullname: Quak – year: 2020 ident: 10.1016/j.jclepro.2023.138476_bib15 article-title: Determinant changes of consumer preference for NEVs in China: a comparison between 2012 and 2017 publication-title: Int. J. Hydrogen Energy doi: 10.1016/j.ijhydene.2020.06.002 contributor: fullname: Fan – year: 2021 ident: 10.1016/j.jclepro.2023.138476_bib8 article-title: A multivariate analysis of hybrid and electric vehicles sales in Mexico publication-title: Socioecon. Plann. Sci. doi: 10.1016/j.seps.2020.100957 contributor: fullname: Briseño – year: 2021 ident: 10.1016/j.jclepro.2023.138476_bib7 article-title: How to reduce the greenhouse gas emissions and air pollution caused by light and heavy duty vehicles with battery-electric, fuel cell-electric and catenary trucks publication-title: Environ. Int. doi: 10.1016/j.envint.2021.106474 contributor: fullname: Breuer – year: 2022 ident: 10.1016/j.jclepro.2023.138476_bib39 |
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SubjectTerms | Electric trucks Purchase time State and perception features Survival analysis |
Title | The changing adoption behaviors on electric trucks over time during the intention-purchase stage: Insights from freight enterprises’ states and perception features |
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