Factors shaping behavioral intention to use digital wallets in marketplace applications

Main Article Content

Shellen Shellen
Margaretha Ardhanari
Deatri Arumsari Agung

Abstract

People's preferences for shopping online and paying with digital wallets have shifted since the COVID-19 pandemic. Nonetheless, there is still inadequate research focusing on the use of digital wallets in shopping transactions on Indonesian marketplace platforms. The purpose of this study is to investigate and assess the impact of performance expectancy, effort expectancy, self-efficacy, social influence, attitudes, and perceived behavioral control on behavioral intentions in Indonesians who use digital wallets. This is a quantitative study that employs purposive sampling approaches to determine respondents. Data was collected by the distribution of online questionnaires to a total of 170 respondents. The PLS-SEM (Partial Least Square - Structural Equation Modeling) data analysis technique was employed in this study, along with Smart-PLS software. Hypothesis testing results reveal that performance and effort expectancies influence attitudes. Furthermore, it has been demonstrated that self-efficacy influences perceived behavioral control. Attitudes and perceived behavioral control have also been proven to influence behavioral intentions positively. The managerial implications of this research center on the strategy of marketplace platforms in increasing the use of digital wallets in Indonesia. The novelty of this research can be found in the role of self-efficacy, perceived behavioral control, and social influence on behavioral intentions, which has not been widely studied in Indonesia. This research also focuses on using digital wallets in Indonesia, which represents a wide opportunity for online retailers.

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How to Cite
Shellen, S., Ardhanari, M. ., & Agung, D. A. (2023). Factors shaping behavioral intention to use digital wallets in marketplace applications. Jurnal Manajemen Maranatha, 23(1), 45–56. https://doi.org/10.28932/jmm.v23i1.7666
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References

Ab Hamid, M. R., Sami, W., & Mohmad Sidek, M. H. (2017). Discriminant validity assessment: Use of Fornell & Larcker criterion versus HTMT criterion. Journal of Physics: Conference Series, 890. https://doi.org/10.1088/1742-6596/890/1/012163

Ajzen, I. (2020). The theory of planned behavior: Frequently asked questions. Human Behavior and Emerging Technologies, 2(4), 314-324. https://doi.org/10.1002/hbe2.195

Ali, H., Purwandi, L., Huda, N., Firdaus, K., Halim, T., & Nugroho, H. (2020). (publication). Indonesia gen z and millennial report 2020: The battle of our generation. Alvara Research Center. Retrieved from https://alvara-strategic.com/indonesia-gen-z-and-millenial-report-2020/

Amanda, G. (2021, March 2). Pengguna dompet digital meningkat drastis di masa pandemi. Republika Online. https://www.republika.co.id/berita/qpc9e6423/pengguna-dompet-digital-meningkat-drastis-di-masa-pandemi

Annur, C. M. (2021, July 14). Kebutuhan pembayaran digital jadi faktor utama masyarakat ri pakai e-wallet. Pusat Data Ekonomi dan Bisnis Indonesia. https://databoks.katadata.co.id/datapublish/2021/07/14/kebutuhan-pembayaran-digital-jadi-faktor-utama-masyarakat-ri-pakai-e-wallet

Chaveesuk, S., Khalid, B., & Chaiyasoonthorn, W. (2021). Digital payment system innovations: A marketing perspective on intention and actual use in the retail sector. Innovative Marketing, 17(3), 109-123. https://doi.org/10.21511/im.17(3).2021.09

Choi, Y.-J., & Park, J.-W. (2020). Investigating factors influencing the niat perilaku of online duty-free shop users. Sustainability, 12(17), 7108. https://doi.org/10.3390/su12177108

Gupta, K., & Arora, N. (2020). Investigating consumer intention to accept mobile payment systems through unified theory of acceptance model: An Indian perspective. South Asian Journal of Business Studies, 9(1), 88-114. https://doi.org/10.1108/sajbs-03-2019-0037

Ha, N. M., & Khoa, B. T. (2021). The google advertising service adoption behavior of enterprise in the digital transformation age. Webology, 18 (Special Issue 02), 153-170. https://doi.org/10.14704/web/v18si02/web18064

Hernando, H., & Nugroho, J. (2022). Kualitas pengiriman dan loyalitas pelanggan GoFood: Peran mediasi kepuasan pelanggan. Jurnal Manajemen Maranatha, 22(1), 17-26. https://doi.org/10.28932/jmm.v22i1.4886

Ho, J. C., Wu, C.-G., Lee, C.-S., & Pham, T.-T. T. (2020). Factors affecting the niat perilaku to adopt mobile banking: An international comparison. Technology in Society, 63, 101360. https://doi.org/10.1016/j.techsoc.2020.101360

Houston, D. D. (2019). Adopsi penerimaan digital payment pada kalangan milenial. Jurnal Ilmiah Fakultas Ilmu Komunikasi Universitas Islam Riau, 7(2), 55-67. https://journal.uir.ac.id/index.php/Medium/article/download/4094/2324/

Ignatius, J. S., & Hechanova, Ma. R. M. (2014). Internet usage from a generational perspective. Philippine Journal of Psychology, 47(1), 73-92. https://pap.ph/assets/files/journals/internet-usage-from-a-generational-perspective.pdf

Jayani, D. H. (2021, November 18). Tokopedia masih jadi e-commerce paling banyak dikunjungi pada kuartal III 2021. Pusat Data Ekonomi dan Bisnis Indonesia. https://databoks.katadata.co.id/datapublish/2021/11/18/tokopedia-masih-jadi-e-commerce-paling-banyak-dikunjungi-pada-kuartal-iii-2021#:~:text=Tokopedia%20masih%20menjadi%20e%2Dcommerce,sebanyak%20147%2C8%20juta%20kunjungan

Lidwina, A. (2021, April 14). Dompet digital jadi metode pembayaran terfavorit saat belanja online: Databoks. Pusat Data Ekonomi dan Bisnis Indonesia. https://databoks.katadata.co.id/datapublish/2021/04/14/dompet-digital-jadi-metode-pembayaran-terfavorit-saat-belanja-online

Lissitsa, S., & Kol, O. (2016). Generation X vs. generation Y – a decade of online shopping. Journal of Retailing and Consumer Services, 31, 304-312. https://doi.org/10.1016/j.jretconser.2016.04.015

Malik, A., Suresh, S., & Sharma, S. (2019). An empirical study of factors influencing consumers’ sikap towards adoption of wallet apps. International Journal of Management Practice, 12(4), 426–442. https://doi.org/10.1504/ijmp.2019.102534

Memon, M. A., Ting, H., Cheah, J.-H., Thurasamy, R., Chuah, F., & Cham, T. H. (2020). Sample size for survey research: Review and recommendations. Journal of Applied Structural Equation Modeling, 4(2), i-xx. https://doi.org/10.47263/jasem.4(2)01

Mensah, I. K., Zeng, G., & Luo, C. (2020). E-government services adoption: An extension of the unified model of electronic government adoption. SAGE Open, 10(2), 215824402093359. https://doi.org/10.1177/2158244020933593

Odou, P., & Schill, M. (2020). How anticipated emotions shape behavioral intentions to fight climate change. Journal of Business Research, 121, 243-253. https://doi.org/10.1016/j.jbusres.2020.08.047

Pankaj, Y. (2017). Active determinants for adoption of mobile wallet. I-Manager’s Journal on Management, 12(1), 7. https://doi.org/10.26634/jmgt.12.1.13565

Patil, P., Tamilmani, K., Rana, N. P., & Raghavan, V. (2020). Understanding consumer adoption of mobile payment in India: Extending meta-utaut model with personal innovativeness, anxiety, trust, and grievance redressal. International Journal of Information Management, 54, 102144. https://doi.org/10.1016/j.ijinfomgt.2020.102144

Suryono, R. R., Budi, I., & Purwandari, B. (2020). Challenges and trends of financial technology (fintech): A systematic literature review. Information, 11(12), 590. https://doi.org/10.3390/info11120590

Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425-478. https://doi.org/10.2307/30036540

Venkatesh, V., Thong, J. Y., Chan, F. K., Hu, P. J.-H., & Brown, S. A. (2011). Extending the two-stage information systems continuance model: Incorporating utaut predictors and the role of context. Information Systems Journal, 21(6), 527-555. https://doi.org/10.1111/j.1365-2575.2011.00373.x

Voorhees, C. M., Brady, M. K., Calantone, R., & Ramirez, E. (2015). Discriminant validity testing in marketing: An analysis, causes for concern, and proposed remedies. Journal of the Academy of Marketing Science, 44(1), 119-134. https://doi.org/10.1007/s11747-015-0455-4

Yang, M., Mamun, A. A., Mohiuddin, M., Nawi, N. C., & Zainol, N. R. (2021). Cashless transactions: A study on intention and adoption of e-wallets. Sustainability, 13(2), 831. https://doi.org/10.3390/su13020831