The Moderating Role of Anxiety in the Relationship between the Perceived Benefits, Online Trust and Personal Information Disclosure in Online Shopping
DOI:
https://doi.org/10.33736/ijbs.4624.2022Keywords:
perceived mental benefits, online trust, personal information disclosure, anxiety, online shoppingAbstract
The e-commerce market in Vietnam has shifted in a positive direction in recent years, typically due to the continuous increase in buyers, sellers, and online transactions. This study aims to understand the moderating effect of anxiety on the relationship between perceived mental benefits, online trust, and personal information disclosure when dealing with e-commerce sites. The phenomenological research with eight e-commerce experts and a survey of 917 respondents were made to achieve research objectives. The result showed a positive relationship between perceived mental benefits, online trust, and personal information disclosure. Moreover, there were differences between the study's components under anxiety level (low, medium, high). Some implications are also proposed based on research results.
References
Ajzen, I. (1991). The theory of planned behavior. Organizational behavior and human decision processes, 50(2), 179-211. https://doi.org/10.1016/0749-5978(91)90020-T
Ang, L., Dubelaar, C., & Lee, B.-C. (2001). To trust or not to trust? A model of internet trust from the customer's point of view. Paper presented at the BLED 2001 Proceedings.
Bagozzi, R. P., Belanche, D., Casaló, L. V., & Flavián, C. (2016). The role of anticipated emotions in purchase intentions. Psychology & Marketing, 33(8), 629-645. https://doi.org/10.1002/mar.20905
Bandura, A. (1997). Self-efficacy: The exercise of control. New York: Macmillan. https://doi.org/10.5860/CHOICE.35-1826
Beldad, A., De Jong, M., & Steehouder, M. (2010). How shall I trust the faceless and the intangible? A literature review on the antecedents of online trust. Computers in Human Behavior, 26(5), 857-869. https://doi.org/10.1016/j.chb.2010.03.013
Bhatia, J., Breaux, T. D., Reidenberg, J. R., & Norton, T. B. (2016). A theory of vagueness and privacy risk perception. Paper presented at the 2016 IEEE 24th International Requirements Engineering Conference (RE). https://doi.org/10.1109/RE.2016.20
Borkovec, T. D., Robinson, E., Pruzinsky, T., & DePree, J. A. (1983). Preliminary exploration of worry: Some characteristics and processes. Behaviour Research and Therapy, 21(1), 9-16. https://doi.org/10.1016/0005-7967(83)90121-3
Briggs, P., Simpson, B., & De Angeli, A. (2004). Personalisation and trust: a reciprocal relationship? In Designing Personalized user experiences in eCommerce (pp. 39-55): Springer. https://doi.org/10.1007/1-4020-2148-8_4
Brown, S. A. (2005). Measuring perceived benefits and perceived barriers for physical activity. American journal of health behavior, 29(2), 107-116. https://doi.org/10.5993/AJHB.29.2.2
Butler, B., Sproull, L., Kiesler, S., & Kraut, R. (2002). Community effort in online groups: Who does the work and why. Leadership at a distance: Research in technologically supported work, 1, 171-194.
Campbell, D. (2019). A Relational Build-up Model of Consumer Intention to Self-disclose Personal Information in E-commerce B2C Relationships. AIS Transactions on Human-Computer Interaction, 11(1), 33-53. https://doi.org/10.17705/1thci.00112
Celik, H. (2016). Customer online shopping anxiety within the Unified Theory of Acceptance and Use Technology (UTAUT) framework. Asia Pacific Journal of Marketing and Logistics, 28(2), 278-307. https://doi.org/10.1108/APJML-05-2015-0077
Chinomona, R., & Surujlal, J. (2012). The influence of student internship work experience on their self-improvement and professionalism in Sport Management: sport management. African Journal for Physical Health Education, Recreation and Dance, 18(Issue-4_2), 885-899.
Cho, C.-H., Kang, J., & Cheon, H. J. (2006). Online shopping hesitation. CyberPsychology & Behavior, 9(3), 261-274. https://doi.org/10.1089/cpb.2006.9.261
Compeau, D., Higgins, C. A., & Huff, S. (1999). Social cognitive theory and individual reactions to computing technology: A longitudinal study. MIS quarterly, 23(2), 145-158. https://doi.org/10.2307/249749
Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. London: Sage.
Csikszentmihalyi, M. (1990). Flow: The psychology of optimal experience (book). Library Journal, 115(5), 105.
Deci, E., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior: Springer Science & Business Media. doi: https://doi.org/10.1007/978-1-4899-2271-7 https://doi.org/10.1007/978-1-4899-2271-7
Deci, E. L., & Ryan, R. M. (2011). Self-determination theory. Handbook of theories of social psychology, 1(2011), 416-433. https://doi.org/10.4135/9781446249215.n21
Department of E-Commerce and Information Technology. (2017). Vietnam E-Commerce Report 2017. http://www.idea.gov.vn/file/335ad166-71c3-48dc-9bf8-f1b13323843a
Dinev, T., & Hart, P. (2006). An extended privacy calculus model for e-commerce transactions. Information systems research, 17(1), 61-80. https://doi.org/10.1287/isre.1060.0080
Ding, X., Zhang, X., & Wang, G. (2017). Do you Get Tired of Shopping Online? Exploring the Influence of Information Overload on Subjective States towards Purchase Decision.
Fornell, C., & Larcker, D. F. (2018). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39-50. https://doi.org/10.1177/002224378101800104
Forsythe, S., Liu, C., Shannon, D., & Gardner, L. C. (2006). Development of a scale to measure the perceived benefits and risks of online shopping. Journal of interactive marketing, 20(2), 55-75. https://doi.org/10.1002/dir.20061
Geisser, S. (1974). A predictive approach to the random effect model. Biometrika, 61(1), 101-107. https://doi.org/10.1093/biomet/61.1.101
Godek, J., & Yates, J. F. (2005). Marketing to individual consumers online: The influence of perceived control. In C. P. Haugtvedt, K. A. Machleit, & R. Yalch (Eds.), Online consumer psychology: Understanding and influencing consumer behavior in the virtual world (pp. 225-244). United Kingdom: Psychology Press.
Gracia, E., & Juliadi, R. (2019). The Threat of Personal Information Trading in the Online Network and Information Technology. International Journal of Multicultural and Multireligious Understanding, 6(9), 49-55.
Gupta, A., Bansal, R., & Bansal, A. (2013). Online shopping: A shining future. International Journal of Techno-Management Research, 1(1), 1-10.
Hackbarth, G., Grover, V., & Mun, Y. Y. (2003). Computer playfulness and anxiety: positive and negative mediators of the system experience effect on perceived ease of use. Information & management, 40(3), 221-232. https://doi.org/10.1016/S0378-7206(02)00006-X
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (Vol. 8). Hampshire, United Kingdom: Cengage Learning.
Hair, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2017). Advanced Issues in Partial Least Squares Structural Equation Modeling. London: Sage publications. https://doi.org/10.15358/9783800653614
Hair Jr, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2016). A primer on partial least squares structural equation modeling (PLS-SEM). Washington DC: Sage publications.
Hamilton, M. (1959). The assessment of anxiety states by rating. Br J Med Psychol, 32(1), 50-55. https://doi.org/10.1111/j.2044-8341.1959.tb00467.x
Hann, I.-H., Hui, K.-L., Lee, T., & Png, I. (2002). Online information privacy: Measuring the cost-benefit trade-off. Paper presented at the International Conference on Information Systems, Barcelona, Spain.
Hennig-Thurau, T., Gwinner, K. P., & Gremler, D. D. (2016). Understanding Relationship Marketing Outcomes. Journal of Service Research, 4(3), 230-247. https://doi.org/10.1177/1094670502004003006
Hirschman, E. C., & Holbrook, M. B. (1982). Hedonic consumption: emerging concepts, methods and propositions. The Journal of Marketing, 92-101. https://doi.org/10.2307/1251707
Hoffman, D. L., & Novak, T. P. (1996). Marketing in hypermedia computer-mediated environments: Conceptual foundations. Journal of Marketing, 60(3), 50-68. https://doi.org/10.1177/002224299606000304
Huang, M.-H. (2003). Designing website attributes to induce experiential encounters. Computers in Human Behavior, 19(4), 425-442. https://doi.org/10.1016/S0747-5632(02)00080-8
Kartajaya, H., Kotler, P., & Hooi, D. H. (2019). Marketing 4.0: Moving From Traditional To Digital. Hoboken, NJ: John Wiley & Sons.
Kelley, H. H. (2013). Personal relationships: Their structures and processes: Psychology Press. https://doi.org/10.4324/9780203781586
Khoa, B. T. (2021). Trust Based Online Food Review toward Customers' Restaurant Selection Intention in Food and Beverage Service. Journal of Logistics, Informatics and Service Science, 8(2), 151-170. https://doi.org/10.33168/LISS.2021.0209
Kim, J., & Forsythe, S. (2008). Adoption of Virtual Try-on technology for online apparel shopping. Journal of interactive marketing, 22(2), 45-59. https://doi.org/10.1002/dir.20113
Kotler, P., Keller, K. L., Goodman, M., Brady, M., & Hansen, T. (2019). Marketing management (4th ed.). Harlow, UK: Pearson Education.
Langenderfer, J., & Cook, D. L. (2004). Oh, what a tangled web we weave: The state of privacy protection in the information economy and recommendations for governance. Journal of Business Research, 57(7), 734-747. https://doi.org/10.1016/S0148-2963(02)00359-4
Liang, C.-J., Chen, H.-J., & Wang, W.-H. (2008). Does online relationship marketing enhance customer retention and cross-buying? The Service Industries Journal, 28(6), 769-787. https://doi.org/10.1080/02642060801988910
Loiacono, E. T. (2015). Self-disclosure behavior on social networking web sites. International Journal of Electronic Commerce, 19(2), 66-94. https://doi.org/10.2224/sbp.2015.43.1.1
Ly, V., Wang, K. S., Bhanji, J., & Delgado, M. R. (2019). A reward-based framework of perceived control. Frontiers in neuroscience, 13. https://doi.org/10.3389/fnins.2019.00065
Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995). An integrative model of organizational trust. Academy of management review, 20(3), 709-734. https://doi.org/10.5465/amr.1995.9508080335
Neuman, L. W. (2002). Social research methods: Qualitative and quantitative approaches.
Nguyen, M. H., & Khoa, B. T. (2019). Perceived Mental Benefit in Electronic Commerce: Development and Validation. Sustainability, 11(23), 6587-6608. https://doi.org/10.3390/su11236587
Nunnally, J. C., & Bernstein, I. (1994). The assessment of reliability. Psychometric theory, 3(1), 248-292.
Oxford, O. E. (2010). Oxford English Dictionary: Oxford: Oxford University Press. https://doi.org/10.1093/acref/9780199571123.001.0001
Palmatier, R. W., Dant, R. P., Grewal, D., & Evans, K. R. (2006). Factors Influencing the Effectiveness of Relationship Marketing: A Meta-Analysis. Journal of Marketing, 70(4), 136-153. https://doi.org/10.1509/jmkg.70.4.136
Palmatier, R. W., & Martin, K. D. (2019). Understanding and Valuing Customer Data. In R. W. Palmatier & K. D. Martin (Eds.), The Intelligent Marketer's Guide to Data Privacy (pp. 133-151). Cham: Palgrave Macmillan. https://doi.org/10.1007/978-3-030-03724-6_7
Pappas, I. O. (2018). User experience in personalized online shopping: a fuzzy-set analysis. European Journal of Marketing, 52(7/8), 1679-1703. https://doi.org/10.1108/EJM-10-2017-0707
Park, J., Amendah, E., Lee, Y., & Hyun, H. (2019). M-payment service: Interplay of perceived risk, benefit, and trust in service adoption. Human Factors and Ergonomics in Manufacturing & Service Industries, 29(1), 31-43. https://doi.org/10.1002/hfm.20750
Perea y Monsuwé, T., Dellaert, B. G., & De Ruyter, K. (2004). What drives consumers to shop online? A literature review. International Journal of Service Industry Management, 15(1), 102-121. https://doi.org/10.1108/09564230410523358
Ringle, C., Wende, S., & Will, A. (2005). SmartPLS version 2.0 M2. Hamburg, Germany: Institute for Operations Management and Organization at the University of Hamburg.
Scheinkman, J. A. (Ed.) (2008) The new palgrave dictionary of economics (2 ed.). New York: Palgrave Macmillan.
Sheth, J. N. (1981). An integrative theory of patronage preference and behavior: College of Commerce and Business Administration, Bureau of Economic and Business Research, University of Illinois, Urbana-Champaign.
Sheth, J. N. (1983). Integrative theory of patronage and behavior, in patronage behavior and retail management. New York, North-Holland, elserier Science Publishing Company, Inc.
Silverman, D. (2016). Qualitative research. London: Sage.
Smith, Dinev, & Xu. (2011). Information Privacy Research: An Interdisciplinary Review. MIS quarterly, 35(4), 989-1016. https://doi.org/10.2307/41409970
Stone, M. (1974). Cross‐validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society: Series B (Methodological), 36(2), 111-133. https://doi.org/10.1111/j.2517-6161.1974.tb00994.x
Sun, Y., Wang, N., Shen, X.-L., & Zhang, J. X. (2015). Location information disclosure in location-based social network services: Privacy calculus, benefit structure, and gender differences. Computers in Human Behavior, 52, 278-292. https://doi.org/10.1016/j.chb.2015.06.006
Tabachnick, B., & Fidell, L. (2007). Multivariate analysis of variance and covariance. Using multivariate statistics, 3, 402-407.
Tarafdar, M., & Zhang, J. (2008). Determinants of reach and loyalty-A study of website performance and implications for website design. Journal of Computer Information Systems, 48(2), 16-24.
Thatcher, J. B., Loughry, M. L., Lim, J., & McKnight, D. H. (2007). Internet anxiety: An empirical study of the effects of personality, beliefs, and social support. Information & management, 44(4), 353-363. https://doi.org/10.1016/j.im.2006.11.007
Turban, E., Outland, J., King, D., Lee, J. K., Liang, T.-P., & Turban, D. C. (2018). Electronic Commerce 2018. Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-58715-8
Turner, J. R., & Gellman, M. (2013). Encyclopedia of Behavioral Medicine. New York, NY: Springer.
Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science, 46(2), 186-204. https://doi.org/10.1287/mnsc.46.2.186.11926
Verma, V., Sharma, D., & Sheth, J. (2015). Does relationship marketing matter in online retailing? A meta-analytic approach. Journal of the academy of marketing science, 44(2), 206-217. https://doi.org/10.1007/s11747-015-0429-6
Vietnam eCommerce and Digital Economy Agency. (2018). Vietnam E-Commerce White Paper 2018. http://www.idea.gov.vn/file/c08520aa-0222-4c61-af72-12e0477151b6
Vietnam E-Commerce Association. (VECOM) (2020). Vietnam E-Business Index 2020 Report. http://en.idea.gov.vn/file/b23b5ee6-8928-40ef-9d73-34689ee2666c
Wood, R. (2017). Consumer sexualities: women and sex shopping. London: Routledge. https://doi.org/10.4324/9781315447520
Wu, J., & Liu, D. (2007). The effects of trust and enjoyment on intention to play online games. Journal of Electronic Commerce Research, 8(2), 128.
Xu, H., Luo, X., Carroll, J. M., & Rosson, M. B. (2011). The personalization privacy paradox: An exploratory study of decision making process for location-aware marketing. Decision support systems, 51(1), 42-52. https://doi.org/10.1016/j.dss.2010.11.017
Zhang, Y., & Hiltz, S. R. (2003). Factors that influence online relationship development in a knowledge sharing community. AMCIS 2003 Proceedings, 53.
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