题名

分析共享單車使用意圖之決定因素及市場區隔

并列篇名

ANALYZING THE DETERMINANTS OF USE INTENTION AND MARKET SEGMENTS FOR BICYCLE SHARING

作者

陳穆臻(Mu-Chen Chen)；許嘉霖(Chia-Lin Hsu)；曾莉晴(Li-Ching Tseng)

关键词

共享單車 ； 使用意圖 ； 結構方程模式 ； 市場區隔 ； 群集分析 ； Bicycle sharing ； Market segmentation ； Cluster analysis ； Use intention ； Structural equation model

期刊名称

運輸計劃季刊

卷期/出版年月

49卷1期（2020 / 03 / 30）

页次

1 - 41

内容语文

繁體中文
中文摘要

共享單車為生活帶來便利性，也為城市注入永續與健康城市之意象。其廉價、方便及環保的特質，使共享單車快速地於全球所推廣。本研究目的為瞭解共享單車使用意圖之決定因素，以及使用市場區隔方法以協助增進共享單車之使用量。首先，本研究使用結構方程模式且透過「追求新奇性」、「享樂主義」、「實用主義」、「環境意識」、「態度」、「使用者體驗」與「使用意圖」構面，洞悉影響共享單車使用意圖之因素。研究結果顯示「追求新奇性」、「享樂主義」、「實用主義」與「態度」，對於使用意圖有顯著正向影響。「環境意識」與「使用者體驗」對於「使用意圖」無顯著正向影響。接著使用k-means群集分析法，將全體受訪者以上述構面加以分群，分群結果為四群，其分別是「樂於使用共享單車者」、「高度環境意識者」、「高度實用主義者」及「共享單車愛好者」。最後，根據研究結果，提供予業者增進共享單車使用意圖之建議，以及提供予政府提升共享單車之使用量之政策建議。
英文摘要

Bicycle sharing brings great convenience to life, and the idea of bicycle sharing also instills the image of a sustainable and healthy city. Due to the characteristics of bicycle sharing, cheapness, convenience and environmental friendly, bicycle sharing is quickly available worldwide. This study aims to understand the determinants of intention to use bicycle sharing, and its market segments to help in increasing the use of bicycle sharing. Firstly, this study uses the structural equation model with the dimensions of novelty seeking, hedonism, utilitarianism, environmental awareness, attitude, user experience and intention of use to gain insights to the intention to use bicycle sharing. The results show that novelty seeking, hedonism, utilitarianism and attitude have a positive effect on the intention to use bicycle sharing. Environmental awareness and user experience are not significantly positively related to the intention of use. Then, this study also uses the k-means clustering method to group all the subjects of questionnaire survey with the abovementioned dimensions. Four groups of ＂willing to use bicycle sharing＂, ＂high environmental awareness＂, ＂high utilitarianism＂ and ＂bicycle sharing lovers＂ are clustered in this study. Finally, according to the results, suggestions are provided for the bicycle sharing service provider to enhance the intention to use bicycle sharing, and for the government to increase the volume of use of bicycle sharing.
主题分类 工程學 > 交通運輸工程
社會科學 > 管理學
参考文献
  1. 鍾志強(2008)。職業棒球消費者體驗行為意圖之關係研究。大專體育學刊，10(1)，35-45。
    連結：
  2. Ajzen, I.(1991).The Theory of Planned Behavior.Organizational Behavior and Human Decision Processes,50(2),179-211.
  3. Albaity, M.,Melhem, S. B.(2017).Novelty Seeking, Image, and Loyalty−The Mediating Role of Satisfaction and Moderating Role of Length of Stay: International Tourists' Perspective.Tourism Management Perspectives,23,30-37.
  4. Allam, H.,Bliemel, M.,Spiteri, L.,Blustein, J.,Ali-Hassan, H.(2019).Applying a Multi-dimensional Hedonic Concept of Intrinsic Motivation on Social Tagging Tools: A Theoretical Model and Empirical Validation.International Journal of Information Management,45,211-222.
  5. Anderson, J.,Marszalkowska, K.,Langer, K.,Kaczor, B.(2012).Segment–Are We Who We Think We Are?.16th European Conference on Mobility Management (ECOMM),Frankfurt, Germany:
  6. Athota, V. S.,O'Connor, P. J.,Roberts, R. D.(2016).How Values of Stimulation and Hedonism Provide Contrasting Paths from Sensation Seeking to Risk-Taking Behavior based on Risk Sensitivity.Personality and Individual Differences,101,465.
  7. Babin, B. J.,Darden, W. R.,Griffin, M.(1994).Work and/or Fun: Measuring Hedonic and Utilitarian Shopping Value.Journal of Consumer Research,20(4),644-656.
  8. Bae, S. J.,Lee, H.,Suh, E. K.,Suh, K. S.(2017).Shared Experience in Pretrip and Experience Sharing in Posttri: A Survey of Airbnb Users.Information & Management,54(6),714-727.
  9. Batra, R.,Ahtola, O. T.(1991).Measuring the Hedonic and Utilitarian Sources of Consumer Attitudes.Marketing Letters,2(2),159-170.
  10. Bellenger, D. N.,Steinberg, E.,Stanton, W. W.(1976).Congruence of Store Image and Self Image-As It Relates to Store Loyalty.Journal of Retailing,52(1),17-32.
  11. Bentler, P. M.(1983).Comfirmatory Factor Analysis via Noniterative Estimation: A Fast, Inexpensive Method.Journal of Marketing Research,19,417-424.
  12. Bentler, P. M.,Bonett, D. G.(1980).Significance Tests and Goodness-of–Fit in the Analysis of Covariance Structures.Psychological Bulletin,88,588-606.
  13. Berlyne, D. E.(1966).Effects of Spatial Order and Inter-Item Interval on Recall of Temporal Order.Psychonomic Science,6,375-376.
  14. Berlyne, D. E.(1950).Novelty and Curiosity as Determinants of Exploratory Behaviour.British Journal of Psychology,41(1-2),68-80.
  15. Brög, W.,Erl, E.,Mense, N.(2002).Individualised Marketing Changing Travel Behaviour for a Better Environment.OECD Workshop: Environmentally Sustainable Transport
  16. Carrus, G.,Passafaro, P.,Bonnes, M.(2008).Emotions, Habits and Rational Choices in Ecological Behaviours: The Case of Recycling and Use of Public Transportation.Journal of Environmental Psychology,28(1),51-62.
  17. Celebi, S. I.(2015).How do Motives Affect Attitudes and Behaviors toward Internet Advertising and Facebook Advertising?.Computers in Human Behavior,51,312-324.
  18. Chang, D. Y.,Lu, P. F.(2018).How Consumption Situation Anticipated and Risk Acceptance Affect the Novelty–Intention Relationship: A Moderated Mediation Model.International Journal of Tourism Research,20(4),498-507.
  19. Chaudhuri, A.,Aboulnasr, K.,Ligas, M.(2010).Emotional Responses on Initial Exposure to Hedonic or Utilitarian Description of a Radical Innovation.Journal of Marketing Theory and Practice,18(4),339-359.
  20. Cheng, L.,Chen, X.,Lam, W. H.,Yang, S.,Lei, D.(2017).Public Transit Market Research of Low-Income Commuters Using Attitude-Based Market Segmentation Approach: Case Study of Fushun, China.Transportation Research Record: Journal of the Transportation Research Board,2671(1),10-19.
  21. Cheng, L.,Chen, X.,Yang, S.(2016).Low-Income Commuters’ Mode Choice Utilizing Attitude-Behavior Model.Journal of Transportation Systems Engineering and Information Technology,16(1),176-181.
  22. Cheng, T. M.,Chang, S. Y.,Dai, Z. P.(2015).The Mediating Effect of Situation Involvement of Novelty Seeking and Satisfaction for Yanshuei Fireworks Festival in Taiwan.International Journal of Culture, Tourism and Hospitality Research,9(2),154-167.
  23. Cheng, T. M.,Lu, C. C.(2013).Destination Image, Novelty, Hedonics, Perceived Value, and Revisiting Behavioral Intention for Island Tourism.Asia Pacific Journal of Tourism Research,18(7),766-783.
  24. Chung, Y. S.(2015).Hedonic and Utilitarian Shopping Values in Airport Shopping Behavior.Journal of Air Transport Management,49,28-34.
  25. Cohen, J. B.,Fishbein, M.,Ahtola, O. T.(1972).The Nature and Uses of Expectancy-Value Models in Consumer Attitude Research.Journal of Marketing Research,9(4),456-460.
  26. Correia, A.,Pimpão, A.,Crouch, G.(2008).Perceived Risk and Novelty-Seeking Behavior: The Case of Tourists on Low-Cost Travel in Algarve (Portugal).Advances in Culture, Tourism and Hospitality Research,Bingley, West Yorkshire:
  27. Crompton, J.(1979).Motivations for Pleasure Vacation.Journal of Leisure Research,6,408-424.
  28. Cronbach, L. J.(1951).Coefficient Alpha and the Internal Structure of Tests.Psychometrika,16(3),297-334.
  29. Cronin Jr, J. J.,Taylor, S. A.(1992).Measuring Service Quality: A Reexamination and Extension.Journal of Marketing,56(3),55-68.
  30. Dann, G. M. S.(1981).Tourism Motivation: An Appraisal.Annals of Tourism Research,8,187-219.
  31. Dill, J.,Voros, K.(2007).Factors Affecting Bicycling Demand: Initial Survey Findings from the Portland, Oregon, Region.Transportation Research Record,2031(1),9-17.
  32. Doll, W. J.,Xia, W.,Torkzadeh, G. A.(1994).Confirmatory Factor Analysis of the End-User Computing Satisfaction Instrument.MIS Quarterly,12(2),259-274.
  33. Duman, T.,Mattila, A. S.(2005).The Role of Affective Factors on Perceived Cruise Vacation Value.Tourism Management,26(3),311-323.
  34. Eriksson, L.,Forward, S. E.(2011).Is the Intention to Travel in a Pro-Environmental Manner and the Intention to Use the Car Determined by Different Factors?.Transportation Research Part D: Transport and Environment,16(5),372-376.
  35. Faison, E. W.(1977).The Neglected Variety Drive: A Useful Concept for Consumer Behavior.Journal of Consumer Research,4(3),172-175.
  36. Fishbein, M.,Ajzen, I.(1975).Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research.Boston, MA:Addison-Wesley.
  37. Fitz-Walter, Z.,Johnson, D.,Wyeth, P.,Tjondronegoro, D.,Scott-Parker, B.(2017).Driven to Drive? Investigating the Effect of Gamification on Learner Driver Behavior, Perceived Motivation and User Experience.Computers in Human Behavior,71,586-595.
  38. Gatersleben, B.,Appleton, K. M.(2007).Contemplating Cycling to Work: Attitudes and Perceptions in Different Stages of Change.Transportation Research Part A: Policy and Practice,41(4),302-312.
  39. Gitelson, R. J.,Crompton, J. L.(1984).Insights into the Repeat Vacation Phenomenon.Annals of Tourism Research,11(2),199-217.
  40. Hair, J. F.,Black, W. C.,Babin, B. J.,Anderson, R. E.(2010).Multivariate Data Analysis: A Global Perspective.Upper Saddle River, NJ:Pearson Education.
  41. Hajli, M. N.(2014).The Role of Social Support on Relationship Quality and Social Commerce.Technological Forecasting and Social Change,87,17-27.
  42. Hebb, D. O.,Thompson, W. R.(1954).The Social Significance of Animal Studies.Handbook of Social Psychology,1,532-561.
  43. Hoenninger, P.(2003).MobiHarz-Project: Integrated Mobility Nanagement and Services for Visitors.7th European Conference on Mobility Management (ECOMM),Karlstad, Sweden:
  44. Holbrook, M. B.,Hirschman, E. C.(1982).The Experiential Aspects of Cconsumption: Consumer Fantasies, Feelings, and Fun.Journal of Consumer Research,9(2),132-140.
  45. Hsu, C. L.,Chen, Y. C.,Yang, T. N.,Lin, W. K.(2017).Do Website Features Matter in An Online Gamification Context? Focusing on the Mediating Roles of User Experience and Attitude.Telematics and Informatics,34(4),196-205.
  46. Hu, L.,Bentler, P. M.(1999).Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria versus New Alternatives.Structural Equation Modeling,6(1),1-55.
  47. Hutt, C.(1970).Specific and Diversive Exploration.Advances in Child Development and Behavior,5,119-180.
  48. ISO, S.(2010).ISO, S. 9241-210：2010, Ihmisen Ja Järjestelmän Vuorovaikutuksen Ergonomia, Osa, 210, 2010..
  49. Jones, T.,Harms, L.,Heinen, E.(2016).Motives, Perceptions and Experiences of Electric Bicycle Owners and Implications for Health, Wellbeing and Mobility.Journal of Rransport Geography,53,41-49.
  50. Jöreskog, K. G.,Sorbom, D.(1989).LISREL 7: A Guide to the Program and Applications.Chicago:SPSS Inc.
  51. Joseph, R. R.(1989).Multivariate Data and Analysis with Reading.CA:MacMillan Publishing Company.
  52. Kaplan, S.,Manca, F.,Nielsen, T. A. S.,Prato, C. G.(2015).Intentions to Use Bike-Sharing for Holiday Cycling: An Application of the Theory of Planned Behavior.Tourism Management,47,34-46.
  53. Kaplan, S.,Wrzesinska, D. K.,Prato, C. G.(2019).Psychosocial Benefits and Positive Mood Related to Habitual Bicycle Use.Transportation Research Part F: Traffic Psychology and Behaviour,64,342-352.
  54. Kaplan, S.,Wrzesinska, D. K.,Prato, C. G.(2018).The Role of Human Needs in the Intention to Use Conventional and Electric Bicycle Sharing in a Driving-oriented Country.Transport Policy,71,138-146.
  55. Kim, Y.(2015).Assessing the Effects of Perceived Value (Utilitarian and Hedonic) in LCCs and FSCs: Evidence from South Korea.Journal of Air Transport Management,49,17-22.
  56. Kolter, P.(2003).Marketing Management.Upper Saddle River, New Jersey:Prentice Hall International.
  57. Kraft, C.(2012).User Experience Innovation: User Centered Design That Works.NY:Apress.
  58. Lee, T. H.,Crompton, J.(1992).Measuring Novelty Seeking in Tourism.Annals of Tourism Research,19(4),732-751.
  59. Li, Z.,Wang, W.,Yang, C.,Ragland, D. R.(2013).Bicycle Commuting Market Analysis Using Attitudinal Market Segmentation Approach.Transportation Research Part A: Policy and Practice,47,56-68.
  60. Maioli, H. C.,de Carvalho, R. C.,de Medeiros, D. D.(2019).SERVBIKE: Riding Customer Satisfaction of Bicycle Sharing Service.Sustainable Cities and Society,50,101680.
  61. Milakis, D.(2015).Will Greeks Cycle? Exploring Intention and Attitudes in the Case of the New Bicycle Network of Patras.International Journal of Sustainable Transportation,9(5),321-334.
  62. Okada, T.,Tamaki, T.,Managi, S.(2019).Effect of Environmental Awareness on Purchase Intention and Satisfaction Pertaining to Electric Vehicles in Japan.Transportation Research Part D: Transport and Environment,67,503-513.
  63. Otto, J. E.,Ritchie, J. B.(1996).The Service Experience in Tourism.Tourism Management,17(3),165-174.
  64. Outwater, M.,Castleberry, S.,Shiftan, Y.,Ben-Akiva, M.,Shuang Zhou, Y.,Kuppam, A.(2003).Attitudinal Market Segmentation Approach to Mode Choice and Ridership Forecasting: Structural Equation Modeling.Transportation Research Record: Journal of the Transportation Research Board,1854,32-42.
  65. Passafaro, P.,Rimano, A.,Piccini, M. P.,Metastasio, R.,Gambardella, V.,Gullace, G.,Lettieri, C.(2014).The Bicycle and the City: Desires and Emotions Versus Attitudes, Habits and Norms.Journal of Environmental Psychology,38,76-83.
  66. Pearson, P. H.(1970).Relationships between Global and Specified Measures of Novelty Seeking.Journal of Consulting and Clinical Psychology,34(2),199.
  67. Pizzi, G.,Scarpi, D.,Pichierri, M.,Vannucci, V.(2019).Virtual Reality, Real Reactions?: Comparing Consumers' Perceptions and Shopping Orientation across Physical and Virtual-reality Retail Stores.Computers in Human Behavior,96,1-12.
  68. Pucher, J.,Buehler, R.(2008).Making Cycling Irresistible: Lessons from the Netherlands, Denmark and Germany.Transport Reviews,28(4),495-528.
  69. Pucher, J.,Dill, J.,Handy, S.(2010).Infrastructure, Programs, and Policies to Increase Bicycling: An International Review.Preventive Medicine,50,106-125.
  70. Richard, M. O.,Habibi, M. R.(2016).Advanced Modeling of Online Consumer Behavior: The Moderating Roles of Hedonism and Culture.Journal of Business Research,69(3),1103-1119.
  71. Rodriguez, L.,Kulpavaropas, S.,Sar, S.(2017).Testing an Extended Reasoned Action Framework to Predict Intention to Purchase Fruits With Novel Shapes.Journal of Agricultural & Food Information,18(2),161-180.
  72. Roth, C. E.(1992).Environmental Literacy: Its Roots Evolution and Directions in the 1990s.Ohio:Ohio State University.
  73. Roto, V.(2007).User Experience from Product Creation Perspective.Towards a UX Manifesto,31
  74. Scarpi, D.(2012).Work and Fun on the Internet: The Effects of Utilitarianism and Hedonism Online.Journal of Interactive Marketing,26(1),53-67.
  75. Sherry Jr, J. F.(1990).A Sociocultural Analysis of a Midwestern American Flea Market.Journal of Consumer Research,17(1),13-30.
  76. Shiftan, Y.,Outwater, M. L.,Zhou, Y.(2008).Transit Market Research Using Structural Equation Modeling and Attitudinal Market Segmentation.Transport Policy,15(3),186-195.
  77. Shin, D. H.(2017).Conceptualizing and Measuring Quality of Experience of the Internet of Things: Exploring How Quality is Perceived by Users.Information & Management,54(8),998-1011.
  78. Smith, W. R.(1956).Product Differentiation and Market Segmentation as Alternative Marketing Strategies.Journal of Marketing,21(1),3-8.
  79. Spangenberg, E. R.,Voss, K. E.,Crowley, A. E.(1997).Measuring the Hedonic and Utilitarian Dimensions of Attitude: A Generally Applicable Scale.ACR North American Advances in Consumer Research,24(1),235-241.
  80. Spence, J. T.(Ed.)(1983).Achievement and Achievement Motives: Psychological and Sociological Approaches.San Francisco, CA:W. H. Freeman.
  81. Sung, B.,Vanman, E.,Hartley, N.(2019).Interest, But Not Liking, Drives Consumer Preference toward Novelty.Australasian Marketing Journal
  82. Underwood, S. K.,Handy, S. L.,Paterniti, D. A.,Lee, A. E.(2014).Why Do Teens Abandon Bicycling? A Retrospective Look at Attitudes and Behaviors.Journal of Transport & Health,1(1),17-24.
  83. Wang, Y.,Douglas, M. A.,Hazen, B. T.,Dresner, M.(2018).Be Green and Clearly Be Seen: How Consumer Values and Attitudes Affect Adoption of Bicycle Sharing.Transportation Research Part F: Traffic Psychology and Behaviour,58,730-742.
  84. Wu, R.,Wu, Z.,Wen, J.,Cai, Y.,Li, Y.(2019).Extrinsic and Intrinsic Motivations as Predictors of Bicycle Sharing Usage Intention: An Empirical Study for Tianjin, China.Journal of Cleaner Production,225,451-458.
  85. Xing, Y.,Volker, J.,Handy, S.(2018).Why Do People Like Bicycling? Modeling Affect toward Bicycling.Transportation Research Part F: Traffic Psychology and Behaviour,56,22-32.
  86. Ye, M.,Yu, M.,Yang, C.,Hu, Q. Z.,Li, Z. B.(2015).Exploring Switch Tendency between Cyclists and Non-Cyclists Using Market Wegmentation Approach.Journal of Central South University,22(12),4890-4900.
  87. Zeithaml, V. A.(1988).Consumer Perceptions of Price, Quality and Value−A Means-end Model and Synthesis of Evidence.Journal of Marketing,52,2-22.
  88. 林姵君(2009)。國立臺灣師範大學健康促進與衛生教育學系。
  89. 陳宜芳(2006)。中原大學資訊管理研究所。
被引用次数
  1. 闕雅文,蔡孟芸,曾偉君(2022)。提升自行車共享系統之使用與支付意願之價格機制與政策設計－以新竹市YouBike為例。農業經濟叢刊，28(2)，1-43。
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