{"title":"鼓励消费者购买电动汽车的集成模型:以电动汽车知识和广告进行扩展的UTAUT","authors":"Haider Ali Abbasi , Ding Hooi Ting , Wajiha Moughal , Salaheldin Hamad","doi":"10.1016/j.rtbm.2025.101448","DOIUrl":null,"url":null,"abstract":"<div><div>Transport sector is acute in improving quality of life, yet its adverse influence on human well-being, societies, and our planet remains through carbon dioxide emissions. Electric Vehicles (EVs) have emerged as a viable way to reduce transportation-related air pollution, although their market penetration remains notably low, especially in developing nations. This study addresses the primary impediment to widespread EV adoption—consumers' lack of awareness, motivation, and knowledge regarding EV features. Employing the UTAUT (<em>Unified theory of acceptance and use of technology</em>) paradigm, amplified with an innovative augmentation incorporating advertisement strategies, this study pioneers a holistic assessment of consumer inspiration and EV knowledge. Employing Partial Least Squares Structural Equation Modeling (PLS-SEM), we assessed the impact of five factors, “performance expectancy, effort expectancy, social influence, EV knowledge, and advertisement on the intention to purchase” electric cars using data collected via convenience sampling from 278 respondents in Malaysia. The study unveiled inadequate consumer ecological awareness and EV knowledge. Notably, the results presented a substantial relationship between advertisement, EV knowledge, and purchase intention. These outcomes underscore the significant role of advertisement in addressing consumer awareness gaps and strategically positioning businesses to meet market needs and attain sustainable development goals _Climate Action. This study provides valuable insights into business strategies for enhancing EV purchase intention, thereby contributing to reducing transport emissions and fostering sustainability.</div></div>","PeriodicalId":47453,"journal":{"name":"Research in Transportation Business and Management","volume":"63 ","pages":"Article 101448"},"PeriodicalIF":4.4000,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An integrated model for encouraging consumer EV purchase: UTAUT extended with electric vehicle knowledge and advertisement\",\"authors\":\"Haider Ali Abbasi , Ding Hooi Ting , Wajiha Moughal , Salaheldin Hamad\",\"doi\":\"10.1016/j.rtbm.2025.101448\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Transport sector is acute in improving quality of life, yet its adverse influence on human well-being, societies, and our planet remains through carbon dioxide emissions. Electric Vehicles (EVs) have emerged as a viable way to reduce transportation-related air pollution, although their market penetration remains notably low, especially in developing nations. This study addresses the primary impediment to widespread EV adoption—consumers' lack of awareness, motivation, and knowledge regarding EV features. Employing the UTAUT (<em>Unified theory of acceptance and use of technology</em>) paradigm, amplified with an innovative augmentation incorporating advertisement strategies, this study pioneers a holistic assessment of consumer inspiration and EV knowledge. Employing Partial Least Squares Structural Equation Modeling (PLS-SEM), we assessed the impact of five factors, “performance expectancy, effort expectancy, social influence, EV knowledge, and advertisement on the intention to purchase” electric cars using data collected via convenience sampling from 278 respondents in Malaysia. The study unveiled inadequate consumer ecological awareness and EV knowledge. Notably, the results presented a substantial relationship between advertisement, EV knowledge, and purchase intention. These outcomes underscore the significant role of advertisement in addressing consumer awareness gaps and strategically positioning businesses to meet market needs and attain sustainable development goals _Climate Action. This study provides valuable insights into business strategies for enhancing EV purchase intention, thereby contributing to reducing transport emissions and fostering sustainability.</div></div>\",\"PeriodicalId\":47453,\"journal\":{\"name\":\"Research in Transportation Business and Management\",\"volume\":\"63 \",\"pages\":\"Article 101448\"},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2025-08-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Research in Transportation Business and Management\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2210539525001634\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research in Transportation Business and Management","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2210539525001634","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS","Score":null,"Total":0}
An integrated model for encouraging consumer EV purchase: UTAUT extended with electric vehicle knowledge and advertisement
Transport sector is acute in improving quality of life, yet its adverse influence on human well-being, societies, and our planet remains through carbon dioxide emissions. Electric Vehicles (EVs) have emerged as a viable way to reduce transportation-related air pollution, although their market penetration remains notably low, especially in developing nations. This study addresses the primary impediment to widespread EV adoption—consumers' lack of awareness, motivation, and knowledge regarding EV features. Employing the UTAUT (Unified theory of acceptance and use of technology) paradigm, amplified with an innovative augmentation incorporating advertisement strategies, this study pioneers a holistic assessment of consumer inspiration and EV knowledge. Employing Partial Least Squares Structural Equation Modeling (PLS-SEM), we assessed the impact of five factors, “performance expectancy, effort expectancy, social influence, EV knowledge, and advertisement on the intention to purchase” electric cars using data collected via convenience sampling from 278 respondents in Malaysia. The study unveiled inadequate consumer ecological awareness and EV knowledge. Notably, the results presented a substantial relationship between advertisement, EV knowledge, and purchase intention. These outcomes underscore the significant role of advertisement in addressing consumer awareness gaps and strategically positioning businesses to meet market needs and attain sustainable development goals _Climate Action. This study provides valuable insights into business strategies for enhancing EV purchase intention, thereby contributing to reducing transport emissions and fostering sustainability.
期刊介绍:
Research in Transportation Business & Management (RTBM) will publish research on international aspects of transport management such as business strategy, communication, sustainability, finance, human resource management, law, logistics, marketing, franchising, privatisation and commercialisation. Research in Transportation Business & Management welcomes proposals for themed volumes from scholars in management, in relation to all modes of transport. Issues should be cross-disciplinary for one mode or single-disciplinary for all modes. We are keen to receive proposals that combine and integrate theories and concepts that are taken from or can be traced to origins in different disciplines or lessons learned from different modes and approaches to the topic. By facilitating the development of interdisciplinary or intermodal concepts, theories and ideas, and by synthesizing these for the journal''s audience, we seek to contribute to both scholarly advancement of knowledge and the state of managerial practice. Potential volume themes include: -Sustainability and Transportation Management- Transport Management and the Reduction of Transport''s Carbon Footprint- Marketing Transport/Branding Transportation- Benchmarking, Performance Measurement and Best Practices in Transport Operations- Franchising, Concessions and Alternate Governance Mechanisms for Transport Organisations- Logistics and the Integration of Transportation into Freight Supply Chains- Risk Management (or Asset Management or Transportation Finance or ...): Lessons from Multiple Modes- Engaging the Stakeholder in Transportation Governance- Reliability in the Freight Sector