Bozhi Zhao , Yining Suo , Li Tang , Chenglong Li , Mengying Fu , Longyang Huang
{"title":"具有明确客户偏好的时效性货物的城市空中交通:成都案例研究","authors":"Bozhi Zhao , Yining Suo , Li Tang , Chenglong Li , Mengying Fu , Longyang Huang","doi":"10.1016/j.jairtraman.2024.102613","DOIUrl":null,"url":null,"abstract":"<div><p>The technological innovation has gradually turned UAV delivery services in urban areas into a reality. As crucial stakeholders, urban residents have a growing demand for goods delivery, and they are in the process of understanding this new technology. Understanding their acceptance and quantifying their preferences can effectively promote the development of UAV delivery systems. While scholars have conducted extensive research on this topic, there remains a lack of detailed analysis regarding consumer heterogeneity and specific service experiences, especially in China, which is one of the largest potential markets for urban air mobility and UAV applications. This study addresses pertinent questions, including in high-density urban areas, the potential user characteristics of UAVs for instant delivery, the types of goods users prefer UAVs to transport, and how users prefer goods to be handed over to them. Conducted in Chengdu, a major city in southwest China, the survey collected 2,008 validated responses, encompassing potential users of urban air delivery. Employing a discrete choice model (DCM) for quantitative analysis, market share and willingness to pay were derived based on field data, with the identified issues designed as attribute variables integrated into the model. The findings reveal that under suitable services, the UAV market share can reach 21.2%, while electric bike and car deliveries persist as the mainstream in on-demand delivery, constituting 51.8% and 27.0%, respectively. Notably, consumers’ choices are significantly influenced by their socioeconomic status and key indicators. As the cost of UAVs increases relative to electric bike and car deliveries, respondents tend to prefer the electric bike, indicating that UAVs are not the preferred substitute. However, when the price falls below 9.5 CNY, UAVs become more appealing than cars. The identification of five latent classes reflects distinctly different user attitudes towards delivery services in China. The analysis of key attribute elasticity guides adjustments in delivery efficiency and pricing, aligning with market conditions. These results elucidate the intriguing psychology of Chengdu consumers when embracing this new technology. For actively accepting consumers, the hope is for UAV delivery to offer a more convenient service experience, with customized services especially between the arrival of UAVs and pick-up emerging as a distinctive feature. We also discusses regional heterogeneity and implications of the pandemic. As an effective supplement to existing studies, we posit that when UAVs meet customer demands for affordability and high-quality service, they will emerge as the primary force in Chengdu’s future urban air market.</p></div>","PeriodicalId":14925,"journal":{"name":"Journal of Air Transport Management","volume":"118 ","pages":"Article 102613"},"PeriodicalIF":3.9000,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Urban air mobility for time-sensitive goods with explicit customer preferences: A case study on Chengdu\",\"authors\":\"Bozhi Zhao , Yining Suo , Li Tang , Chenglong Li , Mengying Fu , Longyang Huang\",\"doi\":\"10.1016/j.jairtraman.2024.102613\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The technological innovation has gradually turned UAV delivery services in urban areas into a reality. As crucial stakeholders, urban residents have a growing demand for goods delivery, and they are in the process of understanding this new technology. Understanding their acceptance and quantifying their preferences can effectively promote the development of UAV delivery systems. While scholars have conducted extensive research on this topic, there remains a lack of detailed analysis regarding consumer heterogeneity and specific service experiences, especially in China, which is one of the largest potential markets for urban air mobility and UAV applications. This study addresses pertinent questions, including in high-density urban areas, the potential user characteristics of UAVs for instant delivery, the types of goods users prefer UAVs to transport, and how users prefer goods to be handed over to them. Conducted in Chengdu, a major city in southwest China, the survey collected 2,008 validated responses, encompassing potential users of urban air delivery. Employing a discrete choice model (DCM) for quantitative analysis, market share and willingness to pay were derived based on field data, with the identified issues designed as attribute variables integrated into the model. The findings reveal that under suitable services, the UAV market share can reach 21.2%, while electric bike and car deliveries persist as the mainstream in on-demand delivery, constituting 51.8% and 27.0%, respectively. Notably, consumers’ choices are significantly influenced by their socioeconomic status and key indicators. As the cost of UAVs increases relative to electric bike and car deliveries, respondents tend to prefer the electric bike, indicating that UAVs are not the preferred substitute. However, when the price falls below 9.5 CNY, UAVs become more appealing than cars. The identification of five latent classes reflects distinctly different user attitudes towards delivery services in China. The analysis of key attribute elasticity guides adjustments in delivery efficiency and pricing, aligning with market conditions. These results elucidate the intriguing psychology of Chengdu consumers when embracing this new technology. For actively accepting consumers, the hope is for UAV delivery to offer a more convenient service experience, with customized services especially between the arrival of UAVs and pick-up emerging as a distinctive feature. We also discusses regional heterogeneity and implications of the pandemic. 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Urban air mobility for time-sensitive goods with explicit customer preferences: A case study on Chengdu
The technological innovation has gradually turned UAV delivery services in urban areas into a reality. As crucial stakeholders, urban residents have a growing demand for goods delivery, and they are in the process of understanding this new technology. Understanding their acceptance and quantifying their preferences can effectively promote the development of UAV delivery systems. While scholars have conducted extensive research on this topic, there remains a lack of detailed analysis regarding consumer heterogeneity and specific service experiences, especially in China, which is one of the largest potential markets for urban air mobility and UAV applications. This study addresses pertinent questions, including in high-density urban areas, the potential user characteristics of UAVs for instant delivery, the types of goods users prefer UAVs to transport, and how users prefer goods to be handed over to them. Conducted in Chengdu, a major city in southwest China, the survey collected 2,008 validated responses, encompassing potential users of urban air delivery. Employing a discrete choice model (DCM) for quantitative analysis, market share and willingness to pay were derived based on field data, with the identified issues designed as attribute variables integrated into the model. The findings reveal that under suitable services, the UAV market share can reach 21.2%, while electric bike and car deliveries persist as the mainstream in on-demand delivery, constituting 51.8% and 27.0%, respectively. Notably, consumers’ choices are significantly influenced by their socioeconomic status and key indicators. As the cost of UAVs increases relative to electric bike and car deliveries, respondents tend to prefer the electric bike, indicating that UAVs are not the preferred substitute. However, when the price falls below 9.5 CNY, UAVs become more appealing than cars. The identification of five latent classes reflects distinctly different user attitudes towards delivery services in China. The analysis of key attribute elasticity guides adjustments in delivery efficiency and pricing, aligning with market conditions. These results elucidate the intriguing psychology of Chengdu consumers when embracing this new technology. For actively accepting consumers, the hope is for UAV delivery to offer a more convenient service experience, with customized services especially between the arrival of UAVs and pick-up emerging as a distinctive feature. We also discusses regional heterogeneity and implications of the pandemic. As an effective supplement to existing studies, we posit that when UAVs meet customer demands for affordability and high-quality service, they will emerge as the primary force in Chengdu’s future urban air market.
期刊介绍:
The Journal of Air Transport Management (JATM) sets out to address, through high quality research articles and authoritative commentary, the major economic, management and policy issues facing the air transport industry today. It offers practitioners and academics an international and dynamic forum for analysis and discussion of these issues, linking research and practice and stimulating interaction between the two. The refereed papers in the journal cover all the major sectors of the industry (airlines, airports, air traffic management) as well as related areas such as tourism management and logistics. Papers are blind reviewed, normally by two referees, chosen for their specialist knowledge. The journal provides independent, original and rigorous analysis in the areas of: • Policy, regulation and law • Strategy • Operations • Marketing • Economics and finance • Sustainability