實體購物與網路購物有其各自優缺點，消費者會在兩種通路中進行轉換。本研究以推-拉-繫住力模式為理論基礎，將實體商店之特性作為推力因素，網路商店之特性被視為拉力因素，探討消費者從線下轉換至線上購物之轉換意圖。此外，本研究亦將繫住力納入考量，亦即慣性對於推力及拉力對於轉換意圖之間關係的干擾效果。本研究以曾在某品牌實體商店和網路商店的購物經驗之消費者為對象，進行問卷調查，總共回收450 份有效問卷，並且以Smart PLS進行資料分析，研究結果顯示推力因素，包含：無法立即擁有、無法滿足接觸需求、低安全性對轉換意圖有正向影響；拉力因素包含：地點和時間便利性、產品可取得性、社交購物及經濟效益對轉換意圖有正向的影響。

Physical shopping and online shopping have their own advantages and disadvantages which strengthen or hinder consumers’ switching behaviors. Prior literature have explored the motivations of consumers to use physical or online shopping, but relative few studies have discussed consumers’ switching intention between offline and online stores. By applying the Push-Pull-Mooring framework, this study adopted the characteristics of physical stores as the push effects, and characteristics of the online store as the pull effects. Inertia was considered as a mooring factor to explore consumers’ switching intention from offline to online shopping. The survey was conducted by using online questionnaire and the brands which have both online and physical stores were used as the research contexts. A total of 450 valid questionnaires were collected by convenience sampling method, and data was analyzed with SmartPLS software. The results showed that the push effects, including low immediate possession, low need for touch, and insecurity, have impacts on switching intention, whereas the pull effects, in terms of place and time convenience, product availability, economic benefits, and social shopping, have positive influences on switching intention.

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Adapa, S., Fazal-e-Hasan, S. M., Makam, S. B., Azeem, M. M., and Mortimer, G., 2020, “Examining the Antecedents and Consequences of Perceived Shopping Value through Smart Retail Technology,” Journal of Retailing and Consumer Services, Vol. 52, 101901.
Althoff, T., Jindal, P., and Leskovec, J., 2017, “Online Actions with Offline Impact: How Online Social Networks Influence Online and Offline User Behavior.”, Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, Cambridge, United Kingdom.
Amoroso, D. L., Ackaradejruangsri, P., and Lim, R. A., 2017, “The Impact of Inertia as Mediator and Antecedent on Consumer Loyalty and Continuance Intention,” International Journal of Customer Relationship Marketing and Management, Vol. 8, No. 2, 1-20.
Armstrong, J. S. and Overton, T. S., 1977, “Estimating Nonresponse Bias in Mail Surveys,” Journal of Marketing Research, Vol. 14, No. 3, 396-402.
Aragoncillo, L. and Orus, C., 2018, “Impulse Buying Behaviour: An Online-Offline Comparative and the Impact of Social Media,” Spanish Journal of Marketing - ESIC, Vol. 22, No. 1, 42-62.
Bagla, D., 2017, “Online vs Offline Shopping,” National Journal of Research and Innovative Practices, Vol. 2, No. 1, 1-8.
Balasubramanian, S., Raghunathan, R., and Mahajan, V., 2005, “Consumers in a Multichannel Environment: Product Utility, Process Utility, and Channel Choice,” Journal of Interactive Marketing, Vol. 19, No. 2, pp. 12-30.
Barann, B., Betzing, J. H., Niemann, M., Hoffmeister, B., and Becker, J., 2022, “Exploring Customers’ Likeliness to Use E-Service Touch-Points in Brick and Mortar Retail,” Electronic Markets, Vol. 32, No. 2, 523–545.
Bansal, H. S., Taylor, S. F., and St. James, Y., 2005, ““Migrating” to New Service Providers: Toward a Unifying Framework of Consumers’ Switching Behaviors,” Journal of the Academy of Marketing Science, Vol. 33, No. 1, 96-115.
Berry, L. L., Seiders, K., and Grewal, D., 2002, “Understanding Service Convenience,” Journal of Marketing, Vol. 66, No. 3, 1-17.
Blattberg, R. C., Briesch, R., and Fox, E. J., 1995, “How Promotions Work,” Marketing Science, Vol. 14, No. 3_supplement, 122-132.
Brown, L. G., 1989, “The Strategic and Tactical Implications of Convenience in Consumer Product Marketing,” Journal of Consumer Marketing, Vol. 6, No. 3, 13-19.
Carrasco, R., Labeaga, J. M., and David López‐Salido, J., 2005, “Consumption and habits: evidence from panel data,” The Economic Journal, Vol. 115, No. 500, 144-165.
Chang, H. H., Wong, K. H., and Li, S. Y., 2017, “Applying Push-Pull-Mooring to Investigate Channel Switching Behaviors: M-shopping Self-Efficacy and Switching Costs as Moderators,” Electronic Commerce Research and Applications, Vol. 24, 50-67.
Chang, Y. W., Hsu, P. Y., Wang, Y., and Chang, P. Y., 2019, “Integration of Online and Offline Health Services: The Role of Doctor-Patient Online Interaction,” Patient Education and Counseling, Vol. 102, No. 10, 1905-1910.
Chellappa, R. K., 2008, “Consumers’ Trust in Electronic Commerce Transactions: The Role of Perceived Privacy and Perceived Security.” Working Paper, University of Southern California.
Chen, Y.-H. and Keng, C.-J., 2019, “Utilizing the Push-Pull-Mooring-Habit framework to Explore Users’ Intention to Switch from Offline to Online Real-Person English Learning Platform,” Internet Research, Vol. 29, No. 1, 167-193.
Cheng, S., Lee, S.-J., and Choi, B., 2019, “An Empirical Investigation of Users’ Voluntary Switching Intention for Mobile Personal Cloud Storage Services Based on the Push-Pull-Mooring Framework,” Computers in Human Behavior, Vol. 92, 198-215.
Chin, W. W., 1998, “Issues and Opinion on Structural Equation Modeling,” Management Information Systems Quarterly, Vol. 22, No.1, 7-16.
Chiu, Y.-P., Lo, S.-K., Hsieh, A.-Y., and Hwang, Y., 2019, “Exploring Why People Spend More Time Shopping Online Than in Offline Stores,” Computers in Human Behavior, Vol. 95, 24-30.
Cho, S. and Workman, J., 2011, “Gender, Fashion Innovativeness and Opinion Leadership, and Need for Touch,” Journal of Fashion Marketing and Management, Vol. 15, No. 3, 363-382.
Cui, T. H., Ghose, A., Halaburda, H., Iyengar, R., Pauwels, K., Sriram, S., Tucker, C., and Venkataraman, S., 2021, “Informational Challenges in Omnichannel Marketing: Remedies and Future Research,” Journal of Marketing, Vol. 85, No. 1, 103-120.
Davis, F. D., 1989, “Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology,” MIS Quarterly, Vol. 13, No. 3, 319-340.
Dekimpe, M. G., Geyskens, I., and Gielens, K., 2020, “Using Technology to Bring Online Convenience to Offline Shopping,” Marketing Letters, Vol. 31, No. 1, 25-29.
Dholakia, R. R. and Uusitalo, O., 2002, “Switching to Electronic Stores: Consumer Characteristics and the Perception of Shopping Benefits,” International Journal of Retail & Distribution Management, Vol. 30, No. 10, 459-469.
Diamantopoulos, A. and Winklhofer, H. M., 2001, “Index Construction with Formative Indicators: An Alternative to Scale Development,” Journal of Marketing Research, Vol. 38, No. 2, 269-277.
Duarte, P., Costa e Silva, S., and Ferreira, M. B., 2018, “How Convenient Is It? Delivering Online Shopping Convenience to Enhance Customer Satisfaction and Encourage E-WOM,” Journal of Retailing and Consumer Services, Vol. 44, 161-169.
Gabler, C. B., Myles Landers, V., and Reynolds, K. E., 2017, “Purchase Decision Regret: Negative Consequences of the Steadily Increasing Discount strategy,” Journal of Business Research, Vol. 76, 201-208.
Gehrt, K. C. and Yale, L. J., 1993, “The dimensionality of the Convenience Phenomenon: A Qualitative Reexamination,” Journal of Business and Psychology, Vol. 8, No. 2, 163-180.
Ghasrodashti, E. K., 2018, “Explaining Brand Switching Behavior Using Pull–Push–Mooring Theory and the Theory of Reasoned Action,” Journal of Brand Management, Vol. 25, No. 4, 293-304.
Ghazali, E. M., Ngiam, E. Y.-L., and Mutum, D. S., 2020, “Elucidating the Drivers of Residential Mobility and Housing Choice Behaviour in a Suburban Township via Push–Pull–Mooring Framework,” Journal of Housing and the Built Environment, Vol. 35, No. 2, 633-659.
Han, H. and Kim, W., 2009, “Outcomes of Relational Benefits: Restaurant Customers’ Perspective,” Journal of Travel & Tourism Marketing, Vol. 26, No. 8, 820-835.
Hou, A. C. and Shiau, W. L., 2019, “Understanding Facebook to Instagram migration: A Push-Pull Migration Model Perspective,” Information Technology & People, Vol. 33, No. 1, 272-295.
Hsiao, M.-H., 2009, “Shopping Mode Choice: Physical Store Shopping Versus E-Shopping,” Transportation Research Part E: Logistics and Transportation Review,” Vol. 45, No. 1, 86-95.
Hsieh, J.-K., Hsieh, Y.-C., Chiu, H.-C., and Feng, Y.-C., 2012, “Post-Adoption Switching Behavior for Online Service Substitutes: A Perspective of the Push–Pull–Mooring Framework,” Computers in Human Behavior, Vol. 28, No. 5, 1912-1920.
Jarvis, C. B., MacKenzie, S. B., and Podsakoff, P. M., 2003, “A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research,” Journal of Consumer Research, Vol. 30, No. 2, 199-218.
Jiang, L., Yang, Z., and Jun, M., 2013, “Measuring Consumer Perceptions of Online Shopping Convenience,” Journal of Service Management, Vol. 24, No. 2, 191-214.
Jung, J., Han, H., and Oh, M., 2017, “Travelers’ Switching Behavior in the Airline Industry from the Perspective of the Push-Pull-Mooring Framework,” Tourism Management, Vol. 59, 139-153.
Kacen, J. J., 2003, “Bricks & Clicks & the Buying Impulse: An Investigation of Consumer Impulse Buying Behaviour in an Online and a Traditional Retail Environment,” European Advances in Consumer Research, Vol. 6, 271-276.
Kang, J., Tang, L., and Fiore, A. M., 2014, “Enhancing Consumer–Brand Relationships on Restaurant Facebook Fan Pages: Maximizing Consumer Benefits and Increasing Active Participation,” International Journal of Hospitality Management, Vol. 36, 145-155.
Kayes, I. and Iamnitchi, A., 2017, “Privacy and Security in Online Social Networks: A Survey,” Online Social Networks and Media, Vol. 3-4, 1-21.
Keil, M., Tan, B. C., Wei, K. K., Saarinen, T., Tuunainen, V., and Wassenaar, A., 2000, “A Cross-Cultural Study on Escalation of Commitment Behavior in Software Projects,” MIS Quarterly, Vol. 24, No. 2, 299-325.
Ko, H., Cho, C.-H., and Roberts, M. S., 2005, “Internet Uses and Gratifications: A structural Equation Model of Interactive Advertising,” Journal of Advertising, Vol. 34, No. 2, 57-70.
Kumar, A. and Kashyap, A. K., 2018, “Leveraging Utilitarian Perspective of Online Shopping to Motivate Online Shoppers,” International Journal of Retail & Distribution Management, Vol. 46, No. 3, 247-263.
Kuo, Y. F., Hu, T. L., and Yang, S. C., 2013, “Effects of Inertia and Satisfaction in Female Online Shoppers on Repeat‐Purchase Intention,” Managing Service Quality: An International Journal, Vol. 23, No. 3, 168-187.
Lai, J.-Y. and Wang, J., 2015, “Switching Attitudes of Taiwanese Middle-Aged and Elderly Patients toward Cloud Healthcare Services: An Exploratory Study,” Technological Forecasting and Social Change, Vol. 92, 155-167.
Lee, E. S., 1966, “A Theory of Migration,” Demography, Vol. 3, No. 1, 47-57.
Lester, D. H., Forman, A. M., and Loyd, D., 2006, “Internet Shopping and Buying Behavior of College Students,” Services Marketing Quarterly, Vol. 27, No. 2, 123-138.
Li, C.-Y., 2019, “How Social Commerce Constructs Influence Customers’ Social Shopping Intention? An Empirical Study of a Social Commerce Website,” Technological Forecasting and Social Change, Vol. 144, 282-294.
Li, C.-Y. and Ku, Y.-C., 2018, “The Power of a Thumbs-Up: Will E-Commerce Switch to Social Commerce?” Information & Management, Vol. 55, No. 3, 340-357.
Liang, H., Saraf, N., Hu, Q., and Xue, Y., 2007, “Assimilation of Enterprise Systems: The Effect of Institutional Pressures and the Mediating Role of Top Management,” MIS Quarterly, Vol. 31, No. 1, 59-87.
Limayem, M., Khalifa, M., and Frini, A., 2000, “What Makes Consumers Buy from Internet? A Longitudinal Study of Online Shopping,” IEEE Transactions on systems, man, and Cybernetics-Part A: Systems and Humans, Vol. 30, No. 4, 421-432.
Lin, T.-C. and Huang, S.-L., 2014, “Understanding the Determinants of Consumers’ Switching Intentions in a Standards War,” International Journal of Electronic Commerce, Vol. 19, No. 1, 163-189.
Liu, X., Brun, A., Burns, A. C., and Hou, Y., 2013, “Comparing Online and In-Store Shopping Behavior towards Luxury Goods,” International Journal of Retail & Distribution Management, Vol. 41, No. 11/12, 885-900.
Liu, W., Batra, R., and Wang, H., 2017, “Product touch and Consumers’ Online and Offline Buying: The Role of Mental Representation,” Journal of Retailing, Vol. 93, No. 3, 369- 381.
Lowrey, K., Rajeswaran, A., Kakade, S., Todorov, E., and Mordatch, I., 2018, “Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control.”, Proceedings of the International Conference on Learning Representations (ICLR), Vancouver, Canada.
Mishra, P., 2016, “Can Money Buy Convenience: A Study on Income as a Motivator of Online Shopping?” Management & Marketing Journal, Vol. 14, No. 1, 41-56.
Moon, B., 1995, “Paradigms in Migration Research: Exploring ‘Moorings’ as a Schema,” Progress in human geography, Vol. 19, No. 4, 504-524.
Nguyen, H., 2018, Consumers’ Pursuit of Uniqueness in Online Fashion Consumption, Unpublished Thesis, University of Tampere, Finland.
Noble, S. M., Griffith, D. A., and Weinberger, M. G., 2005, “Consumer Derived Utilitarian Value and Channel Utilization in a Multi-Channel Retail Context,” Journal of Business Research, Vol. 58, No. 12, 1643-1651.
Ouellette, J. A. and Wood, W., 1998, “Habit and Intention in Everyday Life: The Multiple Processes by which Past Behavior Predicts Future Behavior,” Psychological Bulletin, Vol. 124, No. 1, 54-74.
Paridon, T. J., 2004, “Retail Opinion Sharing: Conceptualization and Measurement,” Journal of Retailing and Consumer Services, Vol. 11, No. 2, 87-93.
Peck, J. and Childers, T. L., 2003, “Individual Differences in Haptic Information Processing: The ‘Need for Touch’ Scale,” Journal of Consumer Research, Vol. 30, No. 3, 430-442.
Petter, S., Straub, D., and Rai, A., 2007, “Specifying Formative Constructs in Information Systems Research,” MIS quarterly, Vol. 31, No. 4, 623-656.
Phau, I. and Lo, C. C., 2004, “Profiling Fashion Innovators,” Journal of Fashion Marketing and Management, Vol. 8, No. 4, 399-411.
Podsakoff, P. M. and Organ, D. W., 1986, “Self-Reports in Organizational Research: Problems and Prospects,” Journal of Management, Vol. 12, No. 4, 531-544.
Ravenstein, E. G., 1885, “The Laws of Migration,” Journal of the Statistical Society of London, Vol. 48, No. 2, 167-235.
Sajjad, A., Chu, J., Anwar, M. A., and Asmi, F., 2020, “Between Green and Gray: Smog Risk and Rationale behind Vehicle Switching,” Journal of Cleaner Production, Vol. 244, 118674.
Simone, A. and Sabbadin, E., 2018, “The New Paradigm of the Omnichannel Retailing: Key Drivers, New Challenges and Potential Outcomes Resulting from the adoption of an Omnichannel Approach,” International Journal of Business and Management, Vol. 13, No. 1, 85-109.
Singh, R. and Rosengren, S., 2020, “Why do Online Grocery Shoppers Switch? An Empirical Investigation of Drivers of Switching in Online Grocery,” Journal of Retailing and Consumer Services, Vol. 53, 101962.
Sheth, J. N., 1981, “An Integrative Theory of Patronage Preference and Behavior.” Working Paper, College of Commerce and Business Administration, Bureau of Economic and Business Research, University of Illinois, Urbana-Champaign.
Thaichon, P., Phau, I., and Weaven, S., 2022, “Moving from Multi-Channel to Omni-Channel Retailing: Special Issue Introduction,” Journal of Retailing and Consumer Services, Vol. 65, 102311.
Teo, T. S. H., Srivastava, S. C., and Jiang, L., 2008, “Trust and Electronic Government Success: An Empirical Study,” Journal of Management Information Systems, Vol. 25, No. 3, 99-132.
Tsai, Y. C. and Yeh, J. C., 2010, “Perceived Risk of Information Security and Privacy in Online Shopping: A Study of Environmentally Sustainable Products,” African Journal of Business Management, Vol. 4, No. 18, 4057-4066.
Tsang, E. W., 2002, “Acquiring Knowledge by Foreign Partners from International Joint Ventures in a Transition Economy: Learning‐By‐Doing and Learning Myopia,” Strategic Management Journal, Vol. 23, No. 9, 835-854.
Varma, M., Kumar, V., Sangvikar, B. V., and Pawar, A., 2020, “Impact of Social Media, Security Risks and Reputation of E-Retailer on Consumer Buying Intentions through Trust in online Buying: A Structural Equation Modeling Approach,” Journal of Critical Reviews, Vol. 7, No. 1, 119-127.
Wang, L., Luo, X., Yang, X., and Qiao, Z., 2019, “Easy Come or Easy Go? Empirical Evidence on Switching Behaviors in Mobile Payment Applications,” Information & Management, Vol. 56, No. 7, 103150.
Wang, Y.-Y., Wang, Y.-S., and Lin, T.-C., 2018, “Developing and Validating a Technology Upgrade Model,” International journal of information management, Vol. 38, No. 1, 7-26.
Wei, C.-W., Liao, Y.-W., Huang, Y.-M., Huang, S.-H., and Chen, H.-C., 2019, “Exploring the Switching Intention of Learners on Social Network-Based Learning Platforms: A Perspective of the Push–Pull–Mooring Model,” EURASIA Journal of Mathematics, Science and Technology Education, Vol. 15, No. 9, 1-10.
Wieringa, J. E. and Verhoef, P. C., 2016, “Understanding Customer Switching Behavior in a Liberalizing Service Market,” Journal of Service Research, Vol. 10, No. 2, 174-186.
Wolfinbarger, M. and Gilly, M. C., 2001, “Shopping Online for Freedom, Control, and Fun,” California Management Review, Vol. 43, No. 2, 34-55.
Wu, K., Vassileva, J., and Zhao, Y., 2017, “Understanding Users’ Intention to Switch Personal Cloud Storage Services: Evidence from the Chinese market,” Computers in Human Behavior, Vol. 68, 300-314.
Verhoef, P. C., Kannan, P. K., and Inman, J. J., 2015, “From Multi-Channel Retailing to Omnichannel Retailing: Introduction to the Special Issue on Multi-Channel Retailing,” Journal of Retailing, Vol. 91, No. 2, 174-181.
Xu, B. and Chen, J., 2017, “An Integrative Analysis of Brick-And-Mortar Fashion Store Shopping Motives, Activities and Experience.”, Proceedings of the 2nd International Conference on Education Technology and Economic Management (ICETEM 2017), Taiyuan, China.
Xu, Y., Yang, Y., Cheng, Z., and Lim, J., 2014, “Retaining and Attracting Users in Social Networking Services: An Empirical investigation of Cyber Migration,” The Journal of Strategic Information Systems, Vol. 23, No. 3, 239-253.
Yan, R., Zhang, K. Z. K., and Yu, Y., 2019, “Switching from Hotels to Peer-To-Peer Accommodation: An Empirical Study,” Information Technology & People, Vol. 32, No. 6, 1657-1678.
Ye, C. and Potter, R., 2011, “The Role of Habit in Post-Adoption Switching of Personal Information Technologies: An Empirical Investigation,” Communications of the Association for Information Systems, Vol. 28, No. 35, 1-28.
Yavas, U., 2001, “Patronage Motives and Product Purchase Patterns: A Correspondence Analysis,” Marketing Intelligence & Planning, Vol. 19, No. 2, 97-102.
Zhang, Z., 2019, “Price Discount and Gift Choice: Interplay between Economic and Social Value,” Academy of Marketing Studies Journal, Vol. 23, No. 4, 1-10.