Vincent Alexander Rangel , Ali Vafaei-Zadeh , Haniruzila Hanifah , Davoud Nikbin
{"title":"通过行为推理理论了解马来西亚采用自动驾驶汽车的意愿","authors":"Vincent Alexander Rangel , Ali Vafaei-Zadeh , Haniruzila Hanifah , Davoud Nikbin","doi":"10.1016/j.trf.2024.11.007","DOIUrl":null,"url":null,"abstract":"<div><div>Over the years, autonomous vehicles have gained significant attention from various stakeholders, with many predicting rising market shares in the upcoming years. However, in Malaysia, the adoption rate is expected to be slower, attributed to low consumer demand. Hence, this study aims to investigate the factors influencing the behavioral intention to adopt autonomous vehicles in Malaysia using Behavioral Reasoning Theory. The study includes belief and value factors, such as openness to change and environmental concerns, as significant predictors of consumers’ reasons and attitudes towards AVs, while also examining the moderating effect of price sensitivity. Using a purposive sampling approach, 323 questionnaire responses were collected from respondents throughout Malaysia and analyzed using the PLS-SEM approach. The findings reveal that consumers’ openness to change and environmental concerns play a significant role in positively influencing their reasons for and attitudes towards AVs, while only openness to change negatively influenced their reasons against AVs. Consumers’ reasons for AVs had the most significant effect on their attitudes towards AVs, compared to other antecedents, and jointly influenced behavioral intention to adopt AVs along with reasons for AVs. Surprisingly, the study did not confirm the moderating effect of price sensitivity on the attitude-behavioral intention relationship, contrasting with previous studies. This study provides local automotive manufacturers, marketers, and policymakers with valuable insights into autonomous vehicle adoption intentions by evaluating Malaysian consumers’ openness to change and environmental concerns.</div></div>","PeriodicalId":48355,"journal":{"name":"Transportation Research Part F-Traffic Psychology and Behaviour","volume":"107 ","pages":"Pages 1214-1231"},"PeriodicalIF":3.5000,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Understanding autonomous vehicle adoption intentions in Malaysia through behavioral reasoning theory\",\"authors\":\"Vincent Alexander Rangel , Ali Vafaei-Zadeh , Haniruzila Hanifah , Davoud Nikbin\",\"doi\":\"10.1016/j.trf.2024.11.007\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Over the years, autonomous vehicles have gained significant attention from various stakeholders, with many predicting rising market shares in the upcoming years. However, in Malaysia, the adoption rate is expected to be slower, attributed to low consumer demand. Hence, this study aims to investigate the factors influencing the behavioral intention to adopt autonomous vehicles in Malaysia using Behavioral Reasoning Theory. The study includes belief and value factors, such as openness to change and environmental concerns, as significant predictors of consumers’ reasons and attitudes towards AVs, while also examining the moderating effect of price sensitivity. Using a purposive sampling approach, 323 questionnaire responses were collected from respondents throughout Malaysia and analyzed using the PLS-SEM approach. The findings reveal that consumers’ openness to change and environmental concerns play a significant role in positively influencing their reasons for and attitudes towards AVs, while only openness to change negatively influenced their reasons against AVs. Consumers’ reasons for AVs had the most significant effect on their attitudes towards AVs, compared to other antecedents, and jointly influenced behavioral intention to adopt AVs along with reasons for AVs. Surprisingly, the study did not confirm the moderating effect of price sensitivity on the attitude-behavioral intention relationship, contrasting with previous studies. This study provides local automotive manufacturers, marketers, and policymakers with valuable insights into autonomous vehicle adoption intentions by evaluating Malaysian consumers’ openness to change and environmental concerns.</div></div>\",\"PeriodicalId\":48355,\"journal\":{\"name\":\"Transportation Research Part F-Traffic Psychology and Behaviour\",\"volume\":\"107 \",\"pages\":\"Pages 1214-1231\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2024-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Transportation Research Part F-Traffic Psychology and Behaviour\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1369847824003097\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHOLOGY, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transportation Research Part F-Traffic Psychology and Behaviour","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1369847824003097","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, APPLIED","Score":null,"Total":0}
Understanding autonomous vehicle adoption intentions in Malaysia through behavioral reasoning theory
Over the years, autonomous vehicles have gained significant attention from various stakeholders, with many predicting rising market shares in the upcoming years. However, in Malaysia, the adoption rate is expected to be slower, attributed to low consumer demand. Hence, this study aims to investigate the factors influencing the behavioral intention to adopt autonomous vehicles in Malaysia using Behavioral Reasoning Theory. The study includes belief and value factors, such as openness to change and environmental concerns, as significant predictors of consumers’ reasons and attitudes towards AVs, while also examining the moderating effect of price sensitivity. Using a purposive sampling approach, 323 questionnaire responses were collected from respondents throughout Malaysia and analyzed using the PLS-SEM approach. The findings reveal that consumers’ openness to change and environmental concerns play a significant role in positively influencing their reasons for and attitudes towards AVs, while only openness to change negatively influenced their reasons against AVs. Consumers’ reasons for AVs had the most significant effect on their attitudes towards AVs, compared to other antecedents, and jointly influenced behavioral intention to adopt AVs along with reasons for AVs. Surprisingly, the study did not confirm the moderating effect of price sensitivity on the attitude-behavioral intention relationship, contrasting with previous studies. This study provides local automotive manufacturers, marketers, and policymakers with valuable insights into autonomous vehicle adoption intentions by evaluating Malaysian consumers’ openness to change and environmental concerns.
期刊介绍:
Transportation Research Part F: Traffic Psychology and Behaviour focuses on the behavioural and psychological aspects of traffic and transport. The aim of the journal is to enhance theory development, improve the quality of empirical studies and to stimulate the application of research findings in practice. TRF provides a focus and a means of communication for the considerable amount of research activities that are now being carried out in this field. The journal provides a forum for transportation researchers, psychologists, ergonomists, engineers and policy-makers with an interest in traffic and transport psychology.