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研究生: 蔡文城
Tsai, Wen-Cheng
論文名稱: 以混合多準則決策模式推衍車用支付服務之使用情境與影響消費者接受意願之因素
Hybrid MCDM Methods Based Derivations of Scenarios and Factors Influencing Consumer Adoption of Car Payment Service
指導教授: 呂有豐
Lue, Yeou-Feng
口試委員: 羅乃維
Lo, Nai-Wei
黃日鉦
Huang, Jih-Jeng
呂有豐
LUE, Yeou-Feng
口試日期: 2022/07/17
學位類別: 碩士
Master
系所名稱: 工業教育學系科技應用管理碩士在職專班
Department of Industrial Education_Continuing Education Master's Program of Technological Management
論文出版年: 2022
畢業學年度: 110
語文別: 英文
論文頁數: 117
中文關鍵詞: 車用支付宏觀環境模型(PESTEL)多準則決策(MCDM)決策實驗室分析法(DEMATAL)分析網路處理法(DANP)折衷排序法(VIKOR)整合型科技接受模型(UTAUT)
英文關鍵詞: Car Payment Service, PESTEL Analysis, Multiple Criteria Decision Making(MCDM), Decision Making Trial And Evaluation Laboratory (DEMATEL), DEMATEL-based Analytic Network Process (DANP), Vlsekriterijumska Optimizacija i Kompromisno Resenje (VIKOR), Unified Theory of Acceptance and Use of Technology (UTAUT)
研究方法: 德爾菲法
DOI URL: http://doi.org/10.6345/NTNU202201617
論文種類: 學術論文
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  • 由於車聯網之技術日益成熟,車用支付已經成為行動支付的新趨勢。雖然車用支付系統之消費行為分析對行動支付業者極為重要,但少有人研究。為解決此問題,本研究導入宏觀環境(Political, Economic, Social, Technological, Environmental and Legal,PESTEL)模型發展未來車用支付系統之情境,並以基於整合型科技接受模型(Unified Theory of Acceptance and Use of Technology,UTAUT)之混合多準則決策分析模型推衍不同情境下影響消費者使用車用支付服務系統意願之因素。
    第一階段分析,以宏觀環境模型為基礎,導入混合多準則決策模型,挑選出最適因素,作為發展情境之驅動力量。第二階段分析,透過多準則折衷評估方法(Vlsekriterijumska Optimizacija i Kompromisno Resenje,VIKOR),計算車用支付服務未來之三種主要發展情境,第三階段分析以結合整合型科技接受模型(Unified Theory of Acceptance and Use of Technology,UTAUT)之混合多準則決策分析模型,推衍出各情境之下,影響消費者使用車用支付服務系統意願之因素。三階段之研究,皆邀集台灣行動支付之專家,採修正式德爾菲法確認適用的準則,再以決策實驗室評估法(Decision Making Trial and Evaluation Laboratory,DEMATEL) 計算構面及準則間的影響關係與重要性,並結合基於決策實驗室評估法之網路流程(DEMATEL based Analytic Network Process,DANP),計算各構面與準則之影響權重。
    在三個主要發展情境下,影響消費者使用車用支付服務意願的因素依排為績效預期、使用行為、社會影響、努力預期及有利條件。本研究之結果,可為業者發展車用支付系統之依據,分析架構,亦可為其他支付系統發展參考使用。

    Due to the increasingly mature technology of the Internet of Vehicles (IoV), car payment has become a new trend of mobile payment. Although the consumer behavior analysis of car payment system is very important for the mobile payment industry, it is seldom studied. To solve this problem, this study introduces the Political, Economic, Social, Technological, Environmental and Legal (PESTEL) framework to model the development scenarios of the future car payment system. A hybrid multiple criteria decision making (MCDM) model based on the Unified Theory of Acceptance and Use of Technology (UTAUT) is used to analyze the factors affecting consumers' willingness to adopt the vehicle payment service system in different scenarios.
    The first stage of analysis was based on the PESTEL model, and the hybrid multi-criteria decision model was used to select the most appropriate factors. In the second stage, a multi-criteria trade-off evaluation method, the Vlsekriterijumska Optimizacija i Kompromisno Resenje (VIKOR), was used to obtain the three main future development scenarios of car payment services from the trade-off ranking. The Decision Making Trial and Evaluation Laboratory (DEMATEL) was used to calculate the relationship and importance of the aspects and criteria, and the weights of the criteria were weighed and evaluated by using the DEMATEL based Analytic Network Process (DANP).
    Based on the three different scenarios being derived, the most importance criteria influencing consumers' willingness to adopt the service, i.e., performance expectations, usage behavior, social impact, effort expectations, and favorable conditions, were ranked. The results of this study can be used as a basis and analytical framework for the development of car payment systems and as a reference for the development of other payment systems.

    摘要 i Abstract iii Table of Contents v List of Tables vii List of Figures ix Chapter 1 Introduction 1 1.1 Research Background 2 1.2 Research Motivations 4 1.3 Research Objective 6 1.4 Research Framework 7 1.5 Research Process 8 1.6 Research Limitation 10 1.7 Thesis Structure 10 Chapter 2 Literature Review 11 2.1 Car Payment System Overview 11 2.2 User Satisfaction 12 2.3 Scenario Analysis 15 2.4 PESTEL 20 2.5 Unified Theory of Acceptance and Use of Technology 26 Chapter 3 Research Method 31 3.1 Traditional Delphi Method 31 3.2 DEMATEL 32 3.3 DANP 34 3.4 VIKOR 37 Chapter 4 Empirical Study 39 4.1 Choose the PESTEL Analysis Dimensions 40 4.2 Choose the Best Development Scenarios 46 4.3 Combined Three Best Scenarios with UTAUT Model 69 Chapter 5 Discussion 87 5.1 Scenario1 Technology progress, social stability, good economy 87 5.2 Scenario2 Technology progress, social stability, poor economy 88 5.3 Scenario3 Technology progress, social instability, good economy 88 Chapter 6 Conclusions 91 References 93 Appendix 101 Appendix A PESTEL Questionnaire 101 Appendix B VIKOR Questionnaire 107 Appendix C UTAUT Questionnaire 111

    Bae, M. (2018). Understanding the effect of the discrepancy between sought and obtained gratification on social networking site users' satisfaction and continuance intention. Computers in Human Behavior, 79, 137-153.
    Chang, M. K. (1998). Predicting Unethical Behavior: a Comparison of the Theory of Reasoned Action and the Theory of Planned Behavior. Journal of Business Ethics, 17(16), 1825-1834.
    Chang, T. E. (2020). The Evaluation on Environmental Management and Policy Preference of Air Pollution: An Example of Students in Some University. (Unpublished master's thesis). National Ilan University, Yilan, Taiwan.
    Chang, Z. Q. (2017). "Mobile payment" is ramping up, what will change in the future cheering? The Free Press. Retrieved from https://auto.ltn.com.tw/news/7165/44
    Cheng, Y. L. (2019). Research on Banking’s Credit Business Strategy For Automotive Components Industry — A Case Study on Bank C in Taiwan. (Unpublished master's thesis). Tamkang University, New Taipei City, Taiwan.
    Cheng, Y. S. (2012). Applying Hybrid MCDM and Fuzzy Integral to explore the service quality of Taipei city bus. (Unpublished master's thesis). Tamkang University, New Taipei City, Taiwan.
    Chiang, J.A. and Hsu, Y. (2018). Analyzing service quality and customer satisfaction of convenience stores with service design tools. Industrial Design, 138, 32-37.
    Choi, J. H., & Moon, J. (2017). Impacts of human and spatial factors on user satisfaction in office environments. Building and Environment, 114, 23-35.
    Chou, S. T. (2016). A Study on the Integration of banking Foreign Exchange System forenhancing the customer’s Effectiveness - A Case Study on Bank C. Tamkang University, New Taipei City, Taiwan.
    Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340.
    Deng, Y. (2012). D numbers: theory and applications. Journal of Information &Computational Science, 9(9), 2421-2428.
    Delbecq, A. L., Van de Ven, A. H., & Gustafson, D. H. (1975). Group techniques for program planning: A guide to nominal group and Delphi processes. Scott, Foresman,.
    Duffield, C. (1989). The competencies expected of first‐line nursing managers—an Australian context. Journal of Advanced Nursing, 14(12), 997-1001.
    Doke, E. R., & Swanson, N. E. (1995). Decision variables for selecting prototyping in information systems development: A Delphi study of MIS managers. Information & Management, 29(4), 173-182.
    Frost & Sullivan (2021a). Marketplaces everywhere: Even cars are transforming into buzzing mobile maketplaces. Retrieved from https://www.frost.com/ frost-perspectives/marketplaces-everywhere-even-cars-are-transforming-into-buzzing-mobile-marketplaces/
    Frost & Sullivan (2021b). Frost & Sullivan identifies the top 5 growth opportunities in the next-generation connected car industry. Retrieved from https://www.frost.com/news/press-releases/frost-sullivan-identifies-the-top-5-growth-opportunities-in-the-next-generation-connected-car-industry/
    Geum, Y., Lee, S., & Park, Y. (2014). Combining technology roadmap and system dynamics simulation to support scenario-planning: A case of car-sharing service. Computers & Industrial Engineering, 71, 37-49.
    Ginter, P. M., and W. J. Duncan (1990) “Macroenvironmental Analysis for Strategic Management,” Long Range Planning, 23(6), 91-100.
    Hong, J. C., Tai, K. H., Hwang, M. Y., Kuo, Y. C., & Chen, J. S. (2017). Internet cognitive failure relevant to users' satisfaction with content and interface design to reflect continuance intention to use a government e-learning system. Computers in Human Behavior, 66, 353-362.
    Hou, J. H. (2017). A study on the applicability of biometric-based anomalous behavior recognition system in real vehicles. (Unpublished master's thesis). National Central University, Taoyuan, Taiwan.
    Hsieh, T. H. (2012). A Scenario Analysis and Business Model Innovation of Arch Medical Equipment-Case Study of HOMEWAY Technology Company. (Unpublished master's thesis). Chang Jung Christian University, Tainan, Taiwan.
    Huang, C.Y., Yang, C.L., & Hsiao, Y.H. (2021). A novel framework for mining social media data based on text mining, topic modeling, random forest, and DANP methods. Mathematics, 9(17), 2041.
    Huang, C.Y., Yang, M.J., Li, J.F., & Chen, H. (2021). A danp-based ndea-mop approach to evaluating the patent commercialization performance of industry–academic collaborations. Mathematics, 9(18), 2280.
    Huang, C.Y., Wang, L.C., Kuo, Y.T., & Huang, W.T. (2021). A Novel Analytic Framework of Technology Mining Using the Main Path Analysis and the Decision-Making Trial and Evaluation Laboratory-Based Analytic Network Process. Mathematics, 9(19), 2448.
    Huang, J.W., Chang, S.L., and Chen, R.H. (2021). A study on user satisfaction and information effectiveness of accounting information systems. Innovation and Management, 17(1), 41-66.
    Huang, P. C. (2017). A Scenario Analysis on the Industry Structure and Strategy of Electric Vehicle Industry in Taiwan. (Unpublished master's thesis). National Taiwan University, Taipei, Taiwan.
    Huang, W.M., Jiang, L.J., and Su, Y.H. (2017). A study to explore the user satisfaction of human resource information system-an example of a regional teaching hospital in South China. Research in Management Science, 11(1), 1-25.
    Huang, Y. H. (2020). UTAUT, Unified Theory of Acceptance and Use Of Technology, is used to study the intentions of the parties involved in the accident to use the traffic accident information network system to apply for data --- Taking Kaohsiung City as an example. (Unpublished master's thesis). National Sun Yat-sen University, Kaohsiung, Taiwan.
    Igbaria, M., Guimaraes, T., & Davis, G. B. (1995). Testing the Determinants of
    Microcomputer Usage Aia a Structural Equation Model. Journal of Management Information Systems, 11(4), 87-114
    Jaafreh, A. B. (2017). Evaluation information system success: applied DeLone and McLean information system success model in context banking system in KSA. International review of management and business research, 6(2), 829-845.
    Kuo, C. C. (2013). Business Strategy Formulation for Air Cargo Forwarding Industry in Taiwan-A Case Study on Company D. (Unpublished master's thesis). Tamkang University, New Taipei City, Taiwan.
    Kwon, M., Remøy, H., van den Dobbelsteen, A., & Knaack, U. (2019). Personal control and environmental user satisfaction in office buildings: results of case studies in the Netherlands. Building and Environment, 149, 428-435.
    Laumer, S., Maier, C., & Weitzel, T. (2017). Information quality, user satisfaction, and the manifestation of workarounds: a qualitative and quantitative study of enterprise content management system users. European Journal of Information Systems, 26(4), 333-360.
    Lee, M. F. (2016). A Study on mergers and acquisitions of financial institution in the world market and bank reward-a Case Study of Bank H. (Unpublished master's thesis). Tamkang University, New Taipei City, Taiwan.
    Li, L. (2015). The Research on the Influence of Wealth Management Business, Bank Return and Risk Performance -A Case Study on Bank C. (Unpublished master's thesis). Tamkang University, New Taipei City, Taiwan.
    Lin, C.L. (2020a). Application development of car payment market. Ministry of Science and Technology, Technology Development Observation Platform, Retrieved from https://outlook.stpi.narl.org.tw/index/focus-news?id=4b11410070e9 35ac0170eba777cb289e
    Lin, C.L. (2020b). Biometric technology for automotive industry. Ministry of Science and Technology, Technology Development Observation Platform, Retrieved from https://outlook.stpi.narl.org.tw/index/focus-news?id=4b114100 71877e1101718797191d0026
    Lin, M. F. (2019). A Model Analysis for Increasing Car Parking Space Match-Making Mechanism. (Unpublished master's thesis). Nanhua University, Chiayi, Taiwan.
    Linneman, R.E. and Klein, H.E (1985). Using Scenarios in Strategic Decision Making. Business Horizons, 28(1), 64-74.
    Liou, J. J., & Tzeng, G. H. (2012). Comments on “Multiple criteria decision making (MCDM) methods in economics: an overview”. Technological and Economic Development of Economy, 18(4), 672-695.
    Lu, S. C. (2019). The Relational Study between Market Orientation and Service Quality of the After-school Daycare Center –An Example of one After-school Daycare Center in New Taipei City. (Unpublished master's thesis). Chinese Culture University, Taipei, Taiwan.
    Murry, J. W., & Hammons, J. O. (1995). Delphi: A Versatile Methodology for Conducting Qualitative Research. The Review of Higher Education, 18(4), 423-436.
    Opricovic, S. (1998). Multicriteria optimization of civil engineering systems. Faculty of civil engineering, Belgrade, 2(1), 5-21.
    Opricovic, S. and Tzeng, G. H. (2004). Compromise solution by MCMD methods:A comparative analysis of VIKOR and TOPSIS. European Journal of Operational Research, 156(2), 445-455.
    Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1985). A conceptual model of service quality and its implications for future research. Journal of Marketing, 49(4), 41-50.
    Pan, W., Chen, L., & Zhan, W. (2019). PESTEL analysis of construction productivity enhancement strategies: A case study of three economies. Journal of Management in Engineering, 35(1), 05018013.
    Perera, R. (2017). The PESTLE analysis. Senanayake, Sri Lanka: Nerdynaut.
    Porter, Michael E. (1985). Competitive Advantage: Creating and Sustaining Superior Performance. New York, NY: Free Press.
    Pham, T. S. H., & Ahammad, M. F. (2017). Antecedents and consequences of online customer satisfaction: a holistic process perspective. Technological Forecasting and Social Change, 124, 332-342.
    Rastogi, N. I. T. A. N. K., & Trivedi, M. K. (2016). PESTLE technique–a tool to identify external risks in construction projects. International Research Journal of Engineering and Technology (IRJET), 3(1), 384-388.
    Santa, R., MacDonald, J. B., & Ferrer, M. (2019). The role of trust in e-government effectiveness, operational effectiveness and user satisfaction: lessons from Saudi Arabia in e-G2B. Government Information Quarterly, 36(1), 39-50.
    Sohn, S., Seegebarth, B., & Moritz, M. (2017). The impact of perceived visual complexity of mobile online shops on user's satisfaction. Psychology & Marketing, 34(2), 195-214.
    Su, W. L. (2018). A Study in the Strategy of Entering Elderly Care Service Industry. (Unpublished master's thesis). Tamkang University, New Taipei City, Taiwan.
    Sundqvist, S., & Taikiainen, A. (2005). Subjective Norms, Attitudes and Intentions of Finnish Consumers in Buying Organic Food. British Food Journal, 107(11), 808-822.
    Tandon, U., Kiran, R., & Sah, A. (2017). Analyzing customer satisfaction: users perspective towards online shopping. Nankai Business Review International, 8(3), 266-288.
    Thakur, V. (2021). Framework for PESTEL dimensions of sustainable healthcare waste management: Learnings from COVID-19 outbreak. Journal of cleaner production, 287, 125562.
    Thompson, R., Higgins, C., & Howell, J. (1991). Personal Computing: Toward a Conceptual Model of Utilization. MIS Quarterly, 15(1), 124–143.
    Tzeng, G. H., & Huang, J. J. (2011). Multiple attribute decision making: methods and applications. Boca Raton, United States: CRC press.
    United Press (2021). S.H.I.E.L.D. exclusively supplies Hyundai and Kia with fingerprint recognition chips for the automotive market. Online newspaper. Retrieved from https://udn.com/news/story/7240/5598689
    Venkatesh, V., Morris, M. G, & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly, 27(3), 425- 478.
    Wang, G., & Song, J. (2017). The relation of perceived benefits and organizational supports to user satisfaction with building information model. Computers in Human Behavior, 68, 493-500.
    Wang, W. T., Ou, W. M., & Chen, W. Y. (2019). The impact of inertia and user satisfaction on the continuance intentions to use mobile communication applications: a mobile service quality perspective. International Journal of Information Management, 44, 178-193.
    Wu, J. M. (2016). Study on market share expansion strategy of spiritual training and education- The Case Study of Company A. (Unpublished master's thesis). Tamkang University, New Taipei City, Taiwan.
    Xu, K., Zheng, X., Cai, Y., Min, H., Gao, Z., Zhu, B., Xie, H., & Wong, T. L. (2018). Improving user recommendation by extracting social topics and interest topics of users in uni-directional social networks. Knowledge-Based Systems, 140, 120-133.

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