Determining Factors of Purchase Intention in Personalized Website Context for Indonesian Consumers

Authors

  • Mutiara Sakina Departemen Akuntansi Fakultas Ekonomika dan Bisnis Universitas Gadjah Mada
  • Syaiful Ali Departemen Akuntansi Fakultas Ekonomika dan Bisnis Universitas Gadjah Mada

DOI:

https://doi.org/10.14414/jebav.v24i1.2287

Keywords:

e-commerce, TAM, TPB, personalized website, Indonesia

Abstract

Personalized services can increase customer satisfaction, encourage emotional consumers, help consumers choose a product, and build relationships between service providers and consumers. This study combines the variables embedded in Technology Acceptance Model (TAM), Theory Planned Behavior (TPB), shopping experience, enjoyment, and trust in a research framework model, to examine factors determiningindividual purchase intentions with personalization features on online shopping sites. This study uses primary data obtained by the online survey method. The number of samples analyzed in this study is 303 e-commerce consumers in Indonesia. This study proves that consumer purchase intentions on websites with personalization are positively and significantly related to three factors: the perceived ease of use, perceived enjoyment, and trust. Furthermore, the results also show that the utilitarian value is more influential on these factors than the hedonic value. Further implications of the research results are also discussed in this paper.

References

Ajzen, I. 1991. 'The theory of planned behavior'. Organizational Behavior and Human Decision Processes, 50, pp. 179-211.bu

Ajzen, I., & Fishbein, M. 1980. Understanding Attitudes and Predicting Social Behavior. Upper Saddle River, NJ: Prentice-Hall.

Awad, NF, & Krishnan, MS 2006. 'The Personalization Privacy Paradox: An Empirical Evaluation of Information Transparency and the Willingness to Be Profiled Online for Personalization'. MIS Quarterly, Vol. 30, No. 1, pp. 13-28.

Ball, ED, Coelho, PS, & Vilares, MJ 2006. 'Service personalization and loyalty'. Journal of Services Marketing, Vol. 20, No. 6, pp. 391–403.

Batra, R., & Athola, OT 1991. 'Measuring the Hedonic and Utilitarian Sources of Consumer Attitudes'. Marketing Letter, No. 2, pp. 159-170.

Blake, BF, Neuendorf, KA, & Valdiserri, CM 2005. 'Tailoring New Websites to Appeal to the Most Likely to Shop Online'. Technovation, 25, pp. 1205–1214.

Bridges, E., & Florsheim, R. 2008. 'Hedonic and Utilitarian Shopping Goals: e Online Experience'. Journal of Business Research, 61, pp. 309-314.

Bruner II GC, Kumar A. 2005. 'Explaining consumer acceptance of handheld Internet devices'. J Bus Res; Vol. 58, No. 5, pp. 553–8.

Chaudhuri, A., & Holbrook, MB. 2001. 'The chain of effects from brand trust to brand affect to brand performance'. Journal of Marketing, Vol. 65, No. 2, pp. 81–93.

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, Vol. 18, No. 4, pp. 339–359.

Chen, S.-C., Yen, DC, & Hwang, MI 2012. 'Factors influencing the continuance intention to the usage of Web 2.0: An empirical study'. Computers in Human Behavior, Vol. 28, No. 3, pp. 933–941.

Cheung, C., & Lee, MK 2000. 'Trust in Internet Shopping: A Proposed Model and Measurement Instrument'. AMCIS 2000 Proceedings, Paper 406.

Chiang, KP, and RR Dholakia. 2003. 'Factors Driving Consumer Intention to Shop Online: An Empirical Investigation'. Journal of Consumer Psychology, Vol. 13, No. 1-2, pp. 177-183.

Chiena, S.-H., Chen, Y.-H., & Hsu, C.-Y. 2012. 'Exploring the impact of trust and relational embeddedness in e-marketplaces: An empirical study in Taiwan'. Industrial Marketing Management, Vol. 41, pp. 460-468.

Childers, TL, Carr, CL, Peck J. & Carson, S. 2001. 'Hedonic and Utilitarian Motivations for Online Retail Shopping Behavior'. Journal of Retailing, 77, pp. 511-535.

Chiu, C.-M., Chuang, C.-C., & Lan Chen, H. 2010. 'Determinants of Customer Repurchase Intention in Online Shopping'. Online Information Review, Vol. 33, No. 4, pp. 761–784.

Dalvi-Esfahani, M., Wai Leong, L., Ibrahim., O, & Nilashi, M 2020. ‘Explaining Students’ Continuance Intention to Use Mobile Web 2.0 Learning and Their Perceived Learning: An Integrated Approach’. Journal of Educational Computing Research, Vol. 57 (8), pp. 1956-2005.

Davis, FD 1989. 'Perceived usefulness, perceived ease of use, and user acceptance of information technology'. MIS Quarterly, Vol. 13, No. 3, pp. 319-340.

Davis, FD, & Venkatesh, V. 2000. 'A Theoretical Extension of The Technology Acceptance Model: Four Longitudinal Field Studies'. Management Science, Vol. 46, No. 2, pp. 186-204.

Davis, FD, Bagozzi, RP, & Warshaw, PR 1989. 'User Acceptance of Computer Technology: A Comparison of Two Theoretical Models'. Management Science, Vol. 35, No. 8, pp. 982-1002.

Eroglu, SA, Machleit, K., & Barr, TF 2005. 'Perceived retail crowding and shopping satisfaction: the role of shopping values'. Journal of Business Research, Vol. 58 No. 8, pp. 1146-1153.

Frik, A, & Mittone, L 2019. ‘Factors Influencing the Perception of Website Privacy Trustworthiness and Users' Purchasing Intentions: The Behavioral Economics Perspective’. Journal of Theoretical and Applied Electronic Commerce Research, Vol 14 (3), pp. 89-125.

Gefen, D, & Larsen, K, 2017. ‘Controlling for Lexical Closeness in Survey Research: A Demonstration on the Technology Acceptance Model’. Journal of the Association for Information Systems, Vol 18 (10), pp. 727-757.

Gefen, D., & Straub D. 2003. 'Managing User Trust in B2C e-Services'. e-Service Journal Vol. 2, pp. 7-24.

Hartono, J. 2008. SPSS 16.0 Statistical Data Analysis and Research. Yogyakarta: Student Library.

Hartwick, J., & Barki, H. 1994. 'Explaining the Role of User Participation in Information System Use'. Management Science, Vol. 40, No. 4, pp. 440-465.

Heijden, H., Verhagen, T., & Creemers, M. 2003. 'Understanding online purchase intentions: contributions from technology and trust perspectives'. European Journal of Information Systems, Vol. 12, pp. 41-48.

Hinsch, C., Felix, R, & Rauschnabel, PA 2020. Nostalgia beats the wow-effect: Inspiration, awe and meaningful associations in augmented reality marketing. Journal of Retailing and Consumer Services, Vol. 53, p. 101987.

Hirschman, EC, & Holbrook, MB 1982. 'Hedonic Consumption: Emerging Concepts'. Journal of Marketing, pp. 92-101.

Hitosugi, C. 2011. 'Trust on the web: The power of subjective norm across cultures'. Proceedings of the 15th Cross-Cultural Research Conference. Brigham Young University- Hawaii.

Hoffman, DL, & Novak, TP 2009. 'Flow Online: Lessons Learned and Future Prospects'. Journal of Interactive Marketing, Vol. 23, No. 1, pp. 23–34.

Hong, W., Thong, JY, & Tam, KY 2002. 'Determinants of user acceptance of digital libraries: An empirical examination of individual differences and system characteristics'. Journal of Management Information Systems, Vol. 18 No. 3, pp. 97-124.

Igbaria, M., Parasuraman, S., & Baroudi, JJ 1996. A Motivational Model of Microcomputer Usage. Journal of Management Information Systems, Vol. 13 No. 1, pp. 127-143.

You, A.-K., & Loh, EW-Y. 2006. 'The effect of service recovery on consumer satisfaction: A comparison between complainants and non-complainants'. Journal of service marketing, Vol. 20, No. 2, pp. 101-111.

Kim, H., Fiore, AM, Niehm, LS, & Jeong, M. 2010. 'Psychographic characteristics affecting behavioral intentions towards retail pop-ups'. International Journal of Retail and Distribution Management, 38, pp. 133-115.

Lee, M.-C. 2008. 'Factors influencing the adoption of internet banking: An integration of TAM and TPB with perceived risk and perceived benefit'. Electronic Commerce Research and Applications, Vol. 8, No. 3, pp. 130-141.

Lim, WM 2014. 'Understanding the Influence of Online Flow Elements on Hedonic and Utilitarian Online Shopping Experiences: A Case of Online Group Buying'. Journal of Information Systems: Fall 2014, Vol. 28, No. 2, pp. 287-306.

Lin, N.-H. 2007. 'The Effect of Brand Image and Product Knowledge on Purchase Intention Moderated by Price Discount'. Journal of International Management Studies.

Ling, KC, Chai, LT, & Piew, TH 2010. 'The Effects of Shopping Orientations, Online Trust, and Prior Online Purchase Experience toward Customers' Online Purchase Intention'. International Business Research, Vol. 3

Lu, J., Yao, JE, & Yu, C.-S. 2005. 'Personal innovativeness, social influences, and adopting of wireless internet services via mobile technology. Journal of Strategic Information Systems, 14, pp. 245-68.

Maxham, JI, & Netemeyer, RG 2002. 'Modeling customers' perceptions of complaint handling over time: the effects of perceived justice on satisfaction and intent'. Journal of Retailing, Vol. 78, No. 4, pp. 239–252.

McKechnie, S., Winklhofer, H., & Ennew, C. 2006. 'Applying the technology acceptance model to the online retailing of financial services'. International Journal of Retail & Distribution Management, Vol. 34, No. 4, 5, pp. 388-410.

Montgomery, A., & Smith, MD 2008. 'Prospects for Personalization on the Internet'. Journal of Interactive Marketing, Vol. 23, No. 2, pp. 130-137.

Moon, J.-W., & Kim, Y.-G. 2001. Extending the TAM for a World-Wide-Web Context. Information & Management, Vol. 38, No. 4, pp. 217-230.

Morganosky, MA, & Cude, BJ 2000. 'Consumer Response to Online Grocery Shopping'. International Journal of Retail and Distribution Management, Vol. 28, No. 1, pp. 17-26.

Morosan, C., & Jeong, M. 2008. 'Users' perceptions of two types of hotel reservation Web sites'. International Journal of Hospitality Management, Vol. 27, No. 2, pp. 284-292.

Ong, C.-S., & Lai, J.-Y. 2006. 'Gender differences in perceptions and relationships among dominants of e-learning acceptance'. Computers in Human Behavior. Vol. 22, pp. 816-829.

Park, H., & Blenkinsopp, J. 2009. 'Whistleblowing as Planned Behavior - A Survey of South Korean Police Officers'. Journal of Business Ethics, Vol. 85, pp. 545-56.

Park, S., & Park, B. 2020. ‘Advertising on Mobile Apps Versus the Mobile Web: Which Delivers Better Advertisement Recognition and Willingness to Buy?’. Journal of Advertising Research, Vol 60 (2).

Pavlou, PA 2003. 'Consumer Acceptance of Electronic Commerce: Integrating Trust and Risk with The Technology Acceptance Model'. International Journal of Electronic Commerce. Vol. 7, No. 3, pp. 69–103.

Pavlou, PA, & Chai, L. 2002. 'What drives electronic commerce across cultures? A cross-cultural empirical investigation of the theory of planned behavior '. Journal of Electronic Commerce Research, Vol. 3, No. 4, pp. 240-253.

Picazo-Vela, S., Chou, SY, Melcher, AJ, & Pearson, JM 2010. 'Why provide an online review? An extended theory of planned behavior and the role of Big-Five personality traits'. Computers in Human Behavior, Vol. 26, No. 4, pp. 685-696.

Pikkarainen, T., Pikkarainen, K., Karjaluoto, H., & Pahnila, S. 2004. 'Consumer Acceptance of Online Banking: An Extension of the Technology Acceptance Model'. Internet Research Vol. 14 No. 13, pp. 224-235.

Ramayah, T., & Ignatius, J. 2005. 'Impact of Perceived Usefulness, Perceived Ease of Use, and Perceived Enjoyment on Intention to Shop Online'. Journal of Systems Management (IJSM), Vol. 3, No. 3, pp. 36-51.

Schmitt, BH 2010. Customer Experience Management: A Revolutionary Approach to Connecting with Your Customers. United States: John Wiley and Sons, Inc.

Sekaran, U. 2003. Research Method for Business: A Skill-Building Approach. New Jersey: John Wiley & Sons, Inc.

Sénécal, S., Gharbi, JE, & Jacques, N. 2002. 'The Influence of Flow on Hedonic and Utilitarian Shopping Values'. Advances in Consumer Research, pp. 483.

Shanahan, T., Tran, T.P. and Taylor, E.C 2019. ‘Getting to know you: Social media personalization as a means of enhancing brand loyalty and perceived quality’, Journal of Retailing and Consumer Services, Vol. 47 No. pp. 57-65.

Stewart, KJ 2003. 'Trust Transfers on the World Wide Web'. Journal of Organization Science, Vol. 14, pp. 5-17.

Sun, H., & Zhang, P. 2006. 'Causal Relationship Between Perceived Enjoyment and Perceived Ease of Use: An Alternative Approach'. Journal of The Association for Information Systems, Vol. 7, No. 9, pp. 618-645.

Tarcan, E., Varol, ES, & Toker, B. 2010. 'A study on the acceptance of information technologies from the perspectives of the academicians in Turkey'. Ege Academic Review, Pg. 10, No. 3, pp. 791-812.

Taylor, S., & Todd, PA 1995. 'Understanding Information Technology Usage: a test of competing models'. Information System Research, Vol. 6, No. 2, pp. 144-1 176.

Teo, TS, Lim, VK, & Lai, RY 1999. 'Intrinsic and Extrinsic motivation in Internet Usage'. Omega, Vol. 27 No. 1, pp. 25-37.

Thompson, RL, Higgins, CA, & Howell, JM 1991. 'Personal Computing: Toward a Conceptual Model of Utilization'. MIS Quarterly, Vol. 15, No. 1, pp. 125- 143.

To, P.-L., Liao, C., & Lin, T.-H. 2007. ' Shopping Motivations on the Internet: A Study Based on Utilitarian and Hedonic Value '. Technovation, 27, pp. 774–787.

Van der Heijden, H., Verhagen, T., & Creemers, M. 2003. 'Understanding online purchase intentions: Contributions from technology and trust perspectives'. European Journal of Information Systems, 12, pp. 41-48.

Venkatesh, V. 2000. 'Determinants of perceived ease of use: integrating control, intrinsic motivation, and emotion into the technology acceptance model'. Information Systems Research, Vol. 11, No. 4, pp. 342-365.

Venkatesh, V., & Davis, FD 2000. 'A Theoretical Extension of The Technology Acceptance Model: Four Longitudinal Field Studies'. Management Science, Vol. 46, No. 2, pp. 186–204.

Venkatesh, V., Morris, MG, Davis, GB, & Davis, FD 2003. 'User Acceptance of Information Technology: Toward a Unified View'. MIS Quarterly, Vol. 27, No. 3, pp. 425-478.

Venkatraman, MP, & Maclnnis, DJ 1985. 'The Epistemic and Sensory Behaviors of Hedonic and Cognitive Consumers'. Advances in Consumer Research, 12, pp. 102-107.

Vijayasarathy, LR, & Jones, JM 2004. 'Intentions to Shop Using Internet Catalogs: Exploring the Effects of Product Types, Shopping Orientations, and Attitude Towards Computers'. Electronic Markets, Vol. 10, No. 1, pp. 29-38.

Watchravesringkan, K., Hodges, NN, & Kim, Y.-H. 2010. 'Exploring Consumers' Adoption of Highly Technological Fashion Products'. Journal of Fashion Marketing and Management: An International Journal, Vol. 14, No. 2, pp. 263-281.

Wedel, M. and Kannan, P.K 2016. ‘Marketing analytics for data-rich environments’. Journal of Marketing, Vol. 80 No. 6, pp. 97-121.

Westbrook, RA, & Black, WC 1985. 'Spatial Demand Models in an Intrabrand Context'. Journal of Marketing, New York.

Wolfinbarger, M., & Gilly, MC 2001. 'Online Shopping for Freedom Control and Fun'. California Management Review, Vol. 43, No. 2, pp. 34-55.

Wu, J., & Liu, D. (2007). 'The Effects of Trust and Enjoyment on Intention to Play Online Games'. Journal of Electronic Commerce Research, Vol. 8, No. 2, pp. 128 - 140.

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Published

2021-07-10

How to Cite

Sakina, M., & Ali, S. (2021). Determining Factors of Purchase Intention in Personalized Website Context for Indonesian Consumers. Journal of Economics, Business, and Accountancy Ventura, 24(1), 139–155. https://doi.org/10.14414/jebav.v24i1.2287