Influence of Subjective Norms and Risk Perceptions Toward Online Purchase Intentions on E-Commerce

Authors

  • Inayati Nasrudin Universitas Sangga Buana
  • Nandan Limakrisna Universitas Trisakti
  • Bahtiar Usman Universitas Trisakti

DOI:

https://doi.org/10.54099/ijmba.v3i2.881

Keywords:

Subjective norms,, Perceived risk, , Online Purchase intention,, Millenial generation

Abstract

Abstract

This research aims to analyze online consumer behavior based on subjective norms and risk perceptions regarding online purchases which are mediated by attitude as an intervening variable in e-commerce applications for the Millennial generation. This research was conducted on the Millennial generation born between the years1981 – 1995 in the Jakarta, Bogor, Bekasi and Tangerang Indonesia.

This research design is oriented toward a logic approach that explains a causal relationship and a category of concepts because in this research hypothesis testing of the causal relationship of independent variables and dependent variables is used. This research is a quantitative research by analyzing data based on samples from the population carried out randomly with a chance of error (significance level) 0f 5% and a confidence level of 95%.The forms of research are descriptive survey  with a decuctive and quantitave approach. Hypoteses are tested by Structural Equation Modelling (SEM) method. Data analysis uses Structural Equation Modelling(SEM) with a sample consisting of 397.

        The research results show that Subjective Norms does not directly have a positive effect to Online Purchase Intention nor to Attitude for Using E-Commerce Applications. Subjective Norms indirectly does not have a positive effect on Online Purchase Intention through Attitude in Using E-Commerce Applications. Perceived Risk directly has a negative effect on Online Purchase Intention. Perceived Risk does not directly have a negative effect on the Attitude of Using E-Commerce Applications. Perceived Risk Indirectly does not have a negative effect on Online Purchase Intention through Attitude in Using E-Commerce Applications. Attitude The use of E-Commerce Applications directly has a positive effect on Online Purchase Intention.

        This research showed that millennials belief that online purchasing intention is not influenced by friends, relatives or colleagues. They tend to shop online because they enjoy as long as the application is easy to use. They also realize that online shopping has some risks but they still shop online as long as the application is safe and has a good reputation.

References

Agag, G., & El-Masry, A. A. (2016). Understanding the determinants of hotel booking intentions and moderating role of habit. International Journal of Hospitality Management, 54, 52–67. https://doi.org/10.1016/j.ijhm.2016.01.007

Ajzen, Icek. (1985). From intentions to actions: A theory of planned behavior. Action Control, 11–39.

Ajzen, I. (1987). Attitudes, traits and actions: dispositional prediction of behaviour in social pshychology. Advances in Experimental Social Psychology, 20, 40.

Ajzen, I. (1991). The Theory of Planned Behavio. In U. of M. at A. Research (Ed.), Organizational Behaviour and Human Decision Processes (Vol. 50, pp. 179–211). Academic Press, Inc.

Ajzen, I. (2005). Behavioral Interventions Design and Evaluation Guided by Theory of Planned Behavior (pp. 74–99). McGraw-Hill Education (UK).

Ajzen, I., & Fishbein, M. (1975). A Bayesian analysis of attribution processes. Psychological Bulletin, 82(2), 261–277. https://doi.org/10.1037/h0076477

Ajzen, I., & Fishbein, M. (1977). Attitude-Behavior Relations: A Theoretical Analysis and Review of Empirical Research Icek. Psychological Bulletin, 84(5), 888–918. https://doi.org/https://psycnet.apa.org/doi/10.1037/0033-2909.84.5.888

Ajzen, I., Fishbein, M., & Fishbein, M. (2000). Attitudes and the Attitude-Behavior Relation : Reasoned and Automatic Processes. European Review of Social Psychology, 11. https://doi.org/10.1080/14792779943000116

Al-Swidi, A., Huque, S. M. R., Hafeez, M. H., & Shariff, M. N. M. (2014). The role of subjective norms in theory of planned behavior in the context of organic food consumption. British Food Journal, 116(10), 1561–1580. https://doi.org/10.1108/BFJ-05-2013-0105

Ariff, M. S. M., Sylvester, M., Zakuan, N., Ismail, K., & Ali, K. M. (2014). Consumer perceived risk, attitude and online shopping behaviour; Empirical evidence from Malaysia. IOP Conference Series: Materials Science and Engineering, 58(1). https://doi.org/10.1088/1757-899X/58/1/012007

Armitage, C. J., & Conner, M. (2001). Efficacy of the theory of planned behaviour: A meta-analytic review. British Journal of Social Psychology, 40(4), 471–499. https://doi.org/10.1348/014466601164939

Baeur R. (1960). Consumer Behavior As Risk Taking. Proceedings of the 43rd National Conference of the American Marketing Assocation.

Bangun, C. S., & Handra, T. (2021). How Theory of Planned Behavior And Percieved Risk Affect Online Shopping Behavior. Aptisi Transactions on Management (ATM), 5(2), 169–179. https://doi.org/10.33050/atm.v5i2.1594

Bauer, R. (1967). Consumer behavior as risk taking. In: Cox, D. (Ed.), Risk Taking and Information Handling in Consumer Behavior. Harvard University Press, Cambridge, MA.

Bhatti, A., & Ur Rehman, S. (2020). Perceived Benefits and Perceived Risks Effect on Online Shopping Behavior With the Mediating Role of Consumer Purchase Intention in Pakistan. International Journal of Management Studies, 26(1), 33–54. https://doi.org/10.32890/ijms.26.1.2019.10512

Bhimani, A. (1996). Securing The Commercial Internet. Communications of the ACM, 39(6), 29–35.

Chan, S., & Lu, M. (2011). Understanding Internet Banking Adoption and Use Behavior. Advanced Topics in Global Information Management, Volume 5, 12(3), 21–43. https://doi.org/10.4018/9781591409236.ch014.ch000

Chen, C. S. (2013). Perceived risk, usage frequency of mobile banking services. Managing Service Quality, 23(5), 410–436. https://doi.org/10.1108/MSQ-10-2012-0137

Dachyar, M., & Banjarnahor, L. (2017). Factors influencing purchase intention towards consumer-to-consumer e-commerce. Intangible Capital, 13(5), 946–966. https://doi.org/10.3926/ic.1119

Elwalda, A., Lü, K., & Ali, M. (2016). Perceived derived attributes of online customer reviews. Computers in Human Behavior, 56, 306–319. https://doi.org/10.1016/j.chb.2015.11.051

Featherman, M. S., & Pavlou, P. A. (2003). Predicting e-services adoption: A perceived risk facets perspective. International Journal of Human Computer Studies, 59(4), 451–474. https://doi.org/10.1016/S1071-5819(03)00111-3

Fenech, R., Baguant, P., & Ivanov, D. (2019). ENTREPRENEURIAL ATTITUDES, SELF-EFFICACY, AND SUBJECTIVE NORMS AMONGST FEMALE EMIRATI ENTREPRENEURS. March 2019.

Fishbein, M. and Ajzen, I. (1975). Massachusetts. In Belief, Attitude, Intention and Behaviour. Addison Wesley Publishing.

Fishbein, M., & Ajzen, I. (1980). Predicting and Changing Behavior. In Predicting and Changing Behavior. https://doi.org/10.4324/9780203838020

Fitzgerald, L. (2004). The influence of social communication networks on intentions to purchase on the web. International Journal of Internet Marketing and Advertising, 1(2), 137–154. https://doi.org/10.1504/IJIMA.2004.004017

Gazali, A. V., & Suyasa, P. T. Y. S. (2020). The Role of the Perceived Risk to Purchase Decision (For Consumers Who Use Online Shopping Technology). 439(Ticash 2019), 375–379. https://doi.org/10.2991/assehr.k.200515.066

Ghozali, I. (2017). Model Persamaan Struktural : Konsep dan Aplikasi dengan Program AMOS 24 (VII (tujuh). Universitas Diponegoro (UNDIP).

Hadi, Besra, & Verinita. (2022). Pengaruh Perceived Risk dan Perceived Usefulness Terhadap Purchase Intention Dengan Customer Attitude Sebagai Variabel Mediasi ( Survey Pada Konsumen Tokopedia Di Kota Padang ). UNIVERSITAS ANDALAS PADANG.

Hansen, J. M., Saridakis, G., & Benson, V. (2018). Risk, trust, and the interaction of perceived ease of use and behavioral control in predicting consumers’ use of social media for transactions. Computers in Human Behavior, 80, 197–206. https://doi.org/10.1016/j.chb.2017.11.010

Henry, K., Adiwijaya, M., & Subagio, H. (2017). Pengaruh Perceived Risk terhadap Purchase Intention dengan Mediasi Perceived Value dan Customer Attitude pada Pelanggan Online Shopping melalui Media Sosial Facebook di Surabaya. Petra Business & Management Review, 3(2), 22.

Hoque, M. Z., & Alam, M. N. (2018). What determines the purchase intention of liquid milk during a food security crisis? The role of perceived trust, knowledge, and risk. Sustainability (Switzerland), 10(10), 1–22. https://doi.org/10.3390/su10103722

Iranmanesh, M., Mirzaei, M., Parvin Hosseini, S. M., & Zailani, S. (2019). Muslims’ willingness to pay for certified halal food: an extension of the theory of planned behaviour. Journal of Islamic Marketing, 11(1). https://doi.org/10.1108/JIMA-03-2018-0049

Jarvenpaa, S. L., Tractinsky, N., Saarinen, L., & Vitale, M. (1999). Consumer trust in an internet store: A cross-cultural validation. Journal of Computer-Mediated Communication, 5(2), 45–71. https://doi.org/10.1111/j.1083-6101.1999.tb00337.x

Kamalul Ariffin, S., Mohan, T., & Goh, Y. N. (2018). Influence of consumers’ perceived risk on consumers’ online purchase intention. Journal of Research in Interactive Marketing, 12(3), 309–327. https://doi.org/10.1108/JRIM-11-2017-0100

Karahanna, E., Straub, D. W., & Chervany, N. L. (1999). Information technology adoption across time: A cross-sectional comparison of pre-adoption and post-adoption beliefs. MIS Quarterly: Management Information Systems, 23(2), 183–213. https://doi.org/10.2307/249751

Khaled, M. S. F. (2013). Exploring The Influence Of Perceived Risk And Internet Self-Efficacy On Consumer Online Shopping Intentions: Perspective Of Technology Acceptance Model. International Management Review, 9(1), 67–78. http://americanscholarspress.us/journals/IMR/pdf/IMR-1-2013/v9n113-art7.pdf

Kim, D. J., Ferrin, D. L., & Rao, H. R. (2008). A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents. Decision Support Systems, 44(2), 544–564. https://doi.org/10.1016/J.DSS.2007.07.001

Kim, E., Ham, S., Yang, I. S., & Choi, J. G. (2013). The roles of attitude, subjective norm, and perceived behavioral control in the formation of consumers’ behavioral intentions to read menu labels in the restaurant industry. International Journal of Hospitality Management, 35, 203–213. https://doi.org/10.1016/j.ijhm.2013.06.008

Kim, I., Jung, H. J., & Lee, Y. (2021). Consumers’ value and risk perceptions of circular fashion: Comparison between secondhand, upcycled, and recycled clothing. Sustainability (Switzerland), 13(3), 1–23. https://doi.org/10.3390/su13031208

Ko, H., Jung, J., Kim, J., & Shim, S. W. (2004). Cross-Cultural Differences in Perceived Risk of Online Shopping. Journal of Interactive Advertising, 4(2), 20–29. https://doi.org/10.1080/15252019.2004.10722084

Koch, J., Frommeyer, B., & Schewe, G. (2020). Online shopping motives during the COVID-19 pandemic—lessons from the crisis. Sustainability, 12(24), 10247.

Kraljević, R., & Filipović, Z. (2017). Gender Differences and Consumer Behavior of Millennials. Acta Economica Et Turistica, 3(1), 5–13. https://doi.org/10.1515/aet-2017-0002

Kreitner, R., & Kinicki, A. (2001). Organizational Behavior (5th ed.). Irwin McGraw-Hill.

Laohapensang, O. (2009). Factors influencing internet shopping behaviour: A survey of consumers in Thailand. Journal of Fashion Marketing and Management, 13(4), 501–513. https://doi.org/10.1108/13612020910991367

Latan, H., & Gozali, I. (2015). Partial Least Squares: Concepts, Techniques and Applications using SmartPLS 3 (2nd ed.). Diponegoro University.

Lăzăroiu, G. (2020). Consumers’ Decision-Making Process on Social Commerce Platforms: Online Trust, Perceived Risk, and Purchase Intentions. In Frontiers in Psychology (Vol. 11). https://doi.org/10.3389/fpsyg.2020.00890

Letsoin, B., & Riorini, S. V. (2020). THE MEDIATING ROLE OF ATTITUDE TOWARD PRODUCT TOWARDS HALAL COSMETIC PURCHASE INTENTION IN. Journal of Social Research, 1616–1633.

Liao, S. H., Hu, D. C., Chung, Y. C., & Huang, A. P. (2021). Risk and opportunity for online purchase intention – A moderated mediation model investigation. Telematics and Informatics, 62(August 2020), 0–2. https://doi.org/10.1016/j.tele.2021.101621

Lim, Y. J., Osman, A., Salahuddin, S. N., Romle, A. R., & Abdullah, S. (2016). Factors Influencing Online Shopping Behavior: The Mediating Role of Purchase Intention. Procedia Economics and Finance, 35(October 2015), 401–410. https://doi.org/10.1016/s2212-5671(16)00050-2

Limayem, M., Khalifa, M., & 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., 30(4), 421–432. https://doi.org/10.1109/3468.852436

Ling, K. C., Chai, L. T., & Piew, T. H. (2010). The Effects of Shopping Orientations, Online Trust and Prior Online Purchase Experience toward Customers’ Online Purchase Intention. International Business Research, 3(3), 63. https://doi.org/10.5539/ibr.v3n3p63

Madden, T. J., Ellen, P. S., & Ajzen, I. (1992). A Comparison of the Theory of Planned Behavior and the Theory of Reasoned Action. Personality and Social Psychology Bulletin, 18(1), 3–9. https://doi.org/10.1177/0146167292181001

Mitchell, V. (2001). Consumer perceived risk : 33(1), 163–195.

Montoya-Weiss, M. M., Voss, G. B., & Grewal, D. (2003). Determinants of Online Channel Use and Overall Satisfaction with a Relational, Multichannel Service Provider. Journal of the Academy of Marketing Science, 31(4), 448–458. https://doi.org/10.1177/0092070303254408

Moore, G.C. and Benbasat, I. (1995). Integrating Diffusion of Innovations and Theory of Reasoned Action models to predict utilization of information technology by end-users in Diffusion and Adoption of Information Technology. Proceedings of the First IFIP WG 8.6 Working Conference on the Diffusion and Adoption of Information Technology, Oslo, Norway, October 1995, 132–146.

Naeem, M. B., & Li, Z. (2011). Factors affecting attitudes – a study of immigrants ’ attitude towards the brochures and website of Växjö Kommun. Linneuniversitetet.

Nor, K. M., & Pearson, J. M. (2008). An exploratory study into the adoption of internet banking in a developing country: Malaysia. In Journal of Internet Commerce (Vol. 7, Issue 1). https://doi.org/10.1080/15332860802004162

Oblinger, D., & Oblinger, J. (2005). Is It Age or IT: First Steps towards Understanding the Netgeneration. ,Educating the Net Generation (In D. Obli).

Osatuyi, B., & Qin, H. (2018). How vital is the role of affect on post-adoption behaviors? An examination of social commerce users. International Journal of Information Management, 40(May 2017), 175–185. https://doi.org/10.1016/j.ijinfomgt.2018.02.005

Pavlou, P. A. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model. International Journal of Electronic Commerce, 7(3), 101–134. https://doi.org/10.1080/10864415.2003.11044275

Pelaez, A., Chen, C. W., & Chen, Y. X. (2019). Effects of Perceived Risk on Intention to Purchase: A Meta-Analysis. Journal of Computer Information Systems, 59(1), 73–84. https://doi.org/10.1080/08874417.2017.1300514

Peña-García, N., Gil-Saura, I., Rodríguez-Orejuela, A., & Siqueira-Junior, J. R. (2020). Purchase intention and purchase behavior online: A cross-cultural approach. Heliyon, 6(6). https://doi.org/10.1016/j.heliyon.2020.e04284

Plouffe, C. R., Vandenbosch, M., & Hulland, J. (2001). Intermediating technologies and multi-group adoption: A comparison of consumer and merchant adoption intentions toward a new electronic payment system. In Journal of Product Innovation Management (Vol. 18, Issue 2, pp. 65–81). https://doi.org/10.1111/1540-5885.1820065

Rizaty, M. A. (2023). Kunjungan ke E-Commerce di Indonesia Merosot pada Februari 2023. https://dataindonesia.id/digital/detail/kunjungan-ke-ecommerce-di-indonesia-merosot-pada-februari-2023

Sekaran, U., & Roger Bougie. (2016). Research Methods for Business :A Skill-Building Approach (7th ed.). John Wiley & Sons Ltd. www.wileypluslearningspace.com

Soto, P., Monila, A. F. ose, Lopez, C. C., & Colomo, N. R. (2015). The effect of information overload and disorganisation on intention to purchase online. Online Information Review, 38(4), 543–561.

Tapscott, D. (2009). Grown Up Digital. Mc Graw Hill.

Wang, E. S. T., & Chou, C. F. (2021). Norms, consumer social responsibility and fair trade product purchase intention. In International Journal of Retail and Distribution Management (Vol. 49, Issue 1, pp. 23–39). https://doi.org/10.1108/IJRDM-09-2019-0305

Widyanto, H. A., & Sitohang, I. A. T. (2021). Muslim millennial’s purchase intention of halal-certified cosmetics and pharmaceutical products: the mediating effect of attitude. Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-04-2020-0117

Zwass, V. (1998). Structure and macro-level impacts of electronic commerce: From technological infrastructure to electronic marketplaces. Thousand Oaks CA: McGraw-Hill. Retrieved March 9, 2017, from: http://www.mhhe.com/business/mis/zwass/ecpaper.html Intangible. In K. E. Kendall (Ed.), SAGE Publications, International Educational and Professional Publisher, Thousands Oaks, London, New Dehli (pp. 281–286). Sage Publication, Inc.

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2024-09-10

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Nasrudin, I., Limakrisna, N. ., & Usman , . B. (2024). Influence of Subjective Norms and Risk Perceptions Toward Online Purchase Intentions on E-Commerce. International Journal of Management and Business Applied, 3(2), 94–109. https://doi.org/10.54099/ijmba.v3i2.881

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