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Understanding User Acceptability Towards to Robo Taxi Based on Value Based Adoption Model

가치기반수용모델 기반의 로보택시 사용자 수용성 분석

  • In su Kim (Korea Agency for Infrastructure Technology Advancement) ;
  • Jeong ah Jang (Tod based sustainable transportation center, AJOU UNIVERSITY) ;
  • Junghwa Kim (Department of Urban & Transportation Engineering, KYONGGI UNIVERSITY)
  • 김인수 (국토교통과학기술진흥원 모빌리티본부) ;
  • 장정아 (아주대학교 Tod 기반 도시 교통 연구센터) ;
  • 김정화 (경기대학교 스마트시티공학부 도시.교통공학전공)
  • Received : 2022.12.06
  • Accepted : 2023.01.03
  • Published : 2023.02.28

Abstract

This study explores the factors which affect user acceptance for Robo Taxi, an electricity-based Autonomous Vehicles based on a Value based Adoption Model. The three main factors of benefit (usefulness and enjoyment), sacrifice (technicality and perceived fee level), and user experience about mobility services such as car sharing, taxi, and autonomous vehicles, were finally selected as independent variables as a influential factors on perceived values and adoption intention of Robo taxi. The study found that usefulness, enjoyment, and perceived fee had a significant effects on adoption intention, and some user experiences had a significant effect on benefit factors. This study has important implications for incorporating the Value-based Adoption Model results into the service design for the activation of Robo taxi, and furthermore, they can provide a theoretical basis for effective use of the research findings.

본 연구는 운전자 개입 없이 운행이 가능한 전기차 기반의 자율주행 택시인 로보택시에 대하여 혜택요인과 희생요인을 전반적으로 고려한 가치기반수용모델 기반의 사용자 수용성 영향 요인을 분석하였다. 지각된 혜택(지각된 유용성, 지각된 즐거움), 지각된 희생(기술적 특성, 지각된 비용), 사용자 경험(차량공유서비스, 택시, 자율주행자동차, 자가용)을 독립변수로 최종 선정하여, 경기도민 429명을 대상으로 지각된 가치 및 수용 의도에 미치는 영향을 확인하였다. 연구 결과, 지각된 혜택 요인에 해당하는 지각된 유용성과 지각된 즐거움, 지각된 희생 요인에 해당하는 지각된 비용이 유의한 영향을 미치는 것으로 확인되었으며, 지각된 가치는 로보택시 수용 의도에 영향을 미치고, 일부 사용자 경험이 지각된 혜택 요인에 유의한 영향을 미치는 것으로 나타났다. 본 연구는 가치기반수용모델 결과를 로보택시 활성화를 위한 서비스 설계에 접목시킬 수 있는 중요한 의미가 있으며, 나아가 연구 결과를 효과적으로 이용하기 위한 이론적 근거를 제공할 수 있다.

Keywords

References

  1. Bhattacharjee, A.(2001), "Understanding information systems continuance: An expectation confirmation model", Management Information Systems(MIS) Quarterly, vol. 25, no. 3, pp.351-370. https://doi.org/10.2307/3250921
  2. Bhin, M. Y. and Son, S. K.(2019), "A Study on the Evaluation of Social Acceptability after Boarding Automated Shuttle Bus: Pangyo Zero Shuttle", Journal of Korean Society of Transportation, vol. 37, no. 5, pp.375-86. https://doi.org/10.7470/jkst.2019.37.5.375
  3. Bolton, L. E., Warlp, L. and Alba, J. W.(2003), "Customer perceptions of price (un)fairness", Journal of Consumer Research, vol. 29, pp.474-491. https://doi.org/10.1086/346244
  4. Chang, S. B.(2018), "The Effects of Smartphone User Experience(UX) on the Perceived Enjoyment, Perceived Immersion, and Reuse Intention", A Journal of Brand Design Association of Korea, vol. 16, no. 4, pp.105-114. https://doi.org/10.18852/BDAK.2018.16.4.105
  5. Chi, Y. S., Kang M. Y. and Choi, J. I.(2016), "A Study of O2O-Commerce Consumers' Word-of-Mouth Intentions Based on the Value-based Adoption Model: The Comparison of Korean and Chinese Consumers", International Telecommunications Policy Review, vol. 23, no. 4, pp.81-116.
  6. Cho, Y. J., Park, J. K., Park, S. J. and Jung, E. S.(2017), "Technology Acceptance Modeling based on User Experience for Autonomous Vehicles", Journal of the Ergonomics Society of Korea, vol. 36, no. 2, pp.87-106. https://doi.org/10.5143/JESK.2017.36.2.87
  7. Choi, K. O. and Lee, H. R.(2019), "A Study on Influence Relation of Flight Search Mobile Application Users' Perceived Benefit, Perceived Sacrifice, Perceived Value and Continuous Use Intentions by Using Value-based Adoption Model", Journal of Tourism Sciences, vol. 43, no. 8, pp.115-135. https://doi.org/10.17086/JTS.2019.43.8.115.135
  8. Chung, I. G., Sun, Z. Q. and Yoon, S. J.(2020), "A Study on the Customer's Intention to Accept the Innovative Products: Focused on Unified Theory of Acceptance and Use of Technology (UTAUT), Technology Readiness Index (TRI) and Value-Based Acceptance Model (VAM)", Journal of Marketing Management Research, vol. 25, no. 4, pp.89-121. https://doi.org/10.37202/KMMR.2020.25.4.89
  9. Davis, F. D., Bagozzi, R. and Warshaw, P. R.(1989), "User acceptance of computer technology: A comparison of two theoretical models", Management Science, vol. 35, no. 8, pp.982-1003.  https://doi.org/10.1287/mnsc.35.8.982
  10. Gutman, J.(1982). "A means-end chain model based on consumer categorization", Journal of Marketing, vol. 46, no. 2, pp.60-72. https://doi.org/10.1177/002224298204600207
  11. Hassenzahl, M. and Tractinsky, N.(2006), "User experience: A research agenda", Behaviour and Information Technology, vol. 25, no. 2, pp.91-97. https://doi.org/10.1080/01449290500330331
  12. Jeon, S. J.(2017), A Study on the Intention to Use Image-based Video Contents Providing Service, Master's Thesis, Chungnam National University.
  13. Jeong, M. K. and Choi, M. S.(2022), "An Analysis of Road User Acceptance Factors for Fully Autonomous Vehicles: For Drivers and Pedestrians", The Journal of The Korea Institute of Intelligent Transportation Systems, vol. 21, no. 5, pp.117-132. https://doi.org/10.12815/kits.2022.21.5.117
  14. Kerin, R. A., Jain, A. and Howard, D. J.(1992), "Store shopping experience and consumer price-quality-value perceptions", Journal of Retailing, vol. 68, no. 4, pp.376-397.
  15. Kettinger, W. J., Park, S. H. and Smith, J.(2009), "Understanding the consequences of information systems service quality on IS service reuse", Information & Management, vol. 46, no. 6, pp.335-341. https://doi.org/10.1016/j.im.2009.03.004
  16. Kim, D. B. and Nam, K. Y.(2019), "The Effect of Fast Food Consumers' Perceived Usefulness and Security Risk toward Self-Service Kiosk on Perceived Value and Behavioral Intention: Value based Adoption Model(VAM)", Journal of Foodservice Management, vol. 22, no. 1, pp.307-337.
  17. Kim, H. W., Chan, H. C. and Gupta, S.(2007), "Value-based adoption of mobile internet: An empirical investigation", Decision Support Systems, vol. 43, no. 1, pp.111-126. https://doi.org/10.1016/j.dss.2005.05.009
  18. Kim, H. Y. and Yoon, S. J.(2021), "A Study on Determinants of Consumers' Switch to Sharing Economy Services: Focused on Consumer Value and Switch Barrier, Perceived Benefits and Costs", Journal of Management & Economics, vol. 43, no. 2, pp.109-142.
  19. Kim, J. Y.(2020), "Perceived Value and Adoption Intentions of the Mobile Apps in Online Travel Agency based on Value-Based Adoption Model (VAM)", International Journal of Tourism Management and Sciences, vol. 35, no. 5, pp.25-49.
  20. Kim, K. O., Moon, Y. J., Cho, S. A. and Lee, J. D.(2016), A Fundamental Research on Public Perceptions on Ethics, Legal, and Social Acceptance of Autonomous Vehicles (AV), The Korea Transport Institute.
  21. Kim, M. J. and Lee, S. B.(2018), "The effect of the perceived benefit and sacrifice of delivery application service users in the food industry on perceived value and behavioral intention: Using the value-based adoption model (VAM)", International Journal of Tourism and Hospitality Research, vol. 32, no. 2, pp.217-33. https://doi.org/10.21298/IJTHR.2018.02.32.2.217
  22. Kim, M. J.(2017), A study on the continuance intention of delivery application service in the food industry: Based on integrated perspective of value-based adoption model and resistance factors, Doctoral Dissertation, Kyung Hee University.
  23. Kim, N. K., Hwang, K. H. and Yong, S. B.(2021), "The Influence of Perceived Value of Fresh Food Early-Morning Delivery Services on Continuous Use Intention: Focusing on the Value-Based Adoption Model", The Journal of Internet Electronic Commerce Research, vol. 21, no. 3, pp.1-26. https://doi.org/10.37272/JIECR.2021.06.21.3.1
  24. Kim, S. H., Kim, B. R. and Park, H. S.(2018), "An Empirical Study on the Use of Intelligent Personal Secretary Service Based on Value-based Acceptance Model", Knowledge Management Review, vol. 19, no. 4, pp.99-118. https://doi.org/10.15813/KMR.2018.19.4.006
  25. Kim, Y. H.(2016), A Study on Adoption of IoT Smart Home Service: Based on Contingent Valuation Method and Value-Based Adoption Model, Doctoral Dissertation, Soong Sil University.
  26. Kleijnen, M., Ruyter, K. and Wetzels, M.(2007), "An assessment of value creation in mobile service delivery and the moderating role of time consciousness", Journal of Retailing, vol. 83, no. 1, pp.33-46. https://doi.org/10.1016/j.jretai.2006.10.004
  27. Kwon, S. Y.(2022), A Study on the factors affecting the use intention of autonomous vehicles based on the Value-based Adoption Model (VAM), Master's Thesis, Dan Kook University.
  28. Lee, D. K. and You, Y. Y.(2017), "The Effects of Digital Transformation Intention of Small Traders in Domestic Traditional Industries", Journal of Korean Society of Industrial and Systems Engineering, vol. 40, no. 4, pp.67-77. https://doi.org/10.11627/jkise.2017.40.4.067
  29. Lee, J. C.(2018), A Study on Influence of Smart Home Characteristics on Intension to Use-Based on VAM, TAM Integrated Model, Doctoral Dissertation, Han Sung University.
  30. Lee, J. Y. and Eune, J. H.(2013), "A Study on acceptance factors of smart TVs: Focusing on UX, UI", Archives of Design Research, vol. 26, no. 1, pp.287-311.
  31. Lee, S. H., Yoo, S. Y., Kim, S. S., Kim, E. J. and Kan N. W.(2022), "Effect of Robo-taxi User Experience on User Acceptance Field Test Data Analysis", Transportation Research Record, vol. 2676, no. 2, pp.350-366. https://doi.org/10.1177/03611981211041595
  32. Lee, S. Y., Yim, H. R. and Kim, H. S.(2019), "Study on Influence Relation of Membership User's Perceived Benefit, Sacrifice, Value and Continuous Use Intention by Using Theory of Value Based Adoption Model (VAM): Focused on 20's CJ Membership Service", Culinary Science & Hospitality Research, vol. 25, no. 6, pp.12-22.
  33. Lee, Y. S., Song, J. M. and Yang, S. B.(2021), "The Effect of Restaurant Owners' Perceived Benefits and Sacrifices on the Continuous Use Intention of Food Delivery App Services: Focusing on the Value-Based Adoption Model", The Journal of Information Systems, vol. 30, no. 2, pp.215-41. https://doi.org/10.5859/KAIS.2021.30.2.215
  34. Lim, J. Y., Jeon, S. Y. and Hwang, S. H.(2020), "A Study on the Technology Acceptance of Autonomous Vehicles Based on Practical Experiences", The Korean Society of Automotive Engineers, vol. 28, no. 1, pp.53-62.
  35. Lin, T. C., Wu, Sh., Hsu, J. S. C. and Chou, Y. C.(2012), "The integration of value-based adoption and expectation-confirmation models: An example of IPTV continuance intention", Decision Support Systems, vol. 54, pp.63-75. https://doi.org/10.1016/j.dss.2012.04.004
  36. Liu, M. G., Wu, J. P., Zhu, C. and Hu, K. Z.(2022), "Factors Influencing the Acceptance of Robo-Taxi Services in China: An Extended Technology Acceptance Model Analysis", Journal of Advanced Transportation, vol. 2022, pp.1-11. https://doi.org/10.1155/2022/8461212
  37. Mathieson, K.(1991), "Predicting User Intention: Comparing the Technology Acceptance Model with the Theory of Planned Behavior", Information Systems Research, vol. 2, no. 3, pp.173-191. https://doi.org/10.1287/isre.2.3.173
  38. McCarthy, J. and Wright, P.(2004), Technology as experience, The MIT Press.
  39. McDougall, G. H. and Levesque, T.(2000), "Customer satisfaction with services: Putting perceived value into the equation", Journal of Services Marketing, vol. 14, no. 5, pp.392-410. https://doi.org/10.1108/08876040010340937
  40. Ministry of Land, Infrastructure and Transport, http://www.molit.go.kr/portal.do, 2022.10.24.
  41. Park, C. and You, J. H.(2011), "A Study on Acceptance Factors of High-tech Product of Chinese consumer-Focused on smart phone", Asia-Pacific Journal of Business Venturing and Entrepreneurship, vol. 6, no. 1, pp.83-107. https://doi.org/10.16972/apjbve.6.1.201103.83
  42. Peter, J. P. and Olson, P.(1994), Understanding Consumer Behavior, Richard D. Irwin.
  43. Rogers, E. M.(1995), Diffusion of Innovations (4th ed.), The Free Press.
  44. Seo, H. H.(2017), A Study on Intention to Use of Self-driving Cars: Focused on Network Externality and Monetary Consideration, Doctoral Dissertation, Soong Sil University.
  45. Sheth, J. N., Newman, B. I. and Gross, B. L.(1991), "Why we buy what we buy: A theory of consumption values", Journal of Business Research, vol. 22, no. 2, pp.159-170. https://doi.org/10.1016/0148-2963(91)90050-8
  46. Taylor, S. and Todd, P. A.(1995), "Understanding Information Technology Usage: A Test of Competing Models", Information Systems Research, vol. 6, no. 2, pp.141-176. https://doi.org/10.1287/isre.6.2.144
  47. Venkatesh, V.(1999), "Creating favorable user perceptions: Exploring the role of intrinsic motivation", Management Information Systems(MIS), vol. 23, no. 2, pp.239-260.
  48. Wang, H. Y. and Wang, S. H.(2010), "Predicting mobile hotel reservation adoption: Insight from a perceived value standpoint", International Journal of Hospitality Management, vol. 29, pp.598-608. https://doi.org/10.1016/j.ijhm.2009.11.001
  49. Yang, Y. J.(2019), A Study on the Intention of Using O2O Service in Street Performance through TAM, Master's Thesis, Jeju University.
  50. You, J. H. and Park, C.(2010), "A Comprehensive Review of Technology Acceptance Model Researches", Entrue Journal of Information Technology, vol. 9, no. 2, pp.31-50.
  51. You, J. H. and Park, C.(2011), "A Study on Acceptance Factors of High-tech Product of Chinese consumer: Focused on smart phone", Asia-Pacific Journal of Business Venturing and Entrepreneurship, vol. 6, no. 1, pp.83-107. https://doi.org/10.16972/apjbve.6.1.201103.83
  52. Yu, M. S.(2022), Development of management strategy through analysis of adoption intention and influence factors of autonomous vehicles: Centering on value-based adoption models, Doctoral Dissertation, Swiss School Of Business And Management Geneva.
  53. Yu, S. Y.(2019), A Study on the Factors Affecting the Intention to Use of Personal Mobility Services Based on the Sharing Economy Platform, Master's Thesis, Soong Sil University.
  54. Zeithaml, V. A.(1988), "Consumer perceptions of price, quality and value: A means-end model and synthesis of evidence", Journal of Marketing, vol. 52, no. 3, pp.2-22. https://doi.org/10.1177/002224298805200302