Penguatan Kepercayaan dalam Membentuk Niat Meneruskan Penggunaan Mobile Banking

  • Didik Setyawan Universitas Setia Budi Surakarta
  • Vincentia Alfina Miranda Damayanti Universitas Setia Budi Surakarta
  • Sugiyarmasto Sugiyarmasto Universitas Setia Budi Surakarta
  • Nang Among Budiadi Universitas Setia Budi Surakarta
Keywords: Intention to Use Continuence, Trust, Mobile Banking

Abstract

The security of using mobile banking in Indonesia is perceived as not providing a good guarantee, so it can reduce trust in continuing to use it. This study examines factors that can increase trust to influence customers' intention to continue using mobile banking. The role of user learning, the perceived value of the application, technological competence, and compatibility can strengthen trust in forming an intention to continue using. The sampling technique used was a purposive sampling technique, with 200 respondents using the BCA Mobile application, which was conducted online. Validity and reliability testing was carried out using the SPSS version 22 application. A structural approach with SEM (Structural Equation Modeling) analysis was employed to test Hypotheses. The test results show that trust in forming the intention to continue using is influenced by perceived learning, perceived value, and technological competence and is not affected by application compatibility.

 

Keywords : Intention to Use Continuence, Trust, and Mobile Banking

 

Abstrak

Keamanan penggunaan mobile banking di Indonesia dipersepsikan belum memberikan jaminan baik yang dapat menurunkan kepercayaan untuk terus menggunakan. Studi ini mengkaji faktor-faktor yang dapat meningkatkan kepercayaan untuk dapat mempengaruhi nasabah untuk berniat terus menggunakan mobil banking. Peran pembelajaran pengguna, nilai persepsian dari aplikasi, kompetensi teknologi, dan kompatibilitas menjadi faktor yang dapat menguatkan kepercayaan dalam membentuk niat untuk terus menggunakan. Teknik pengambilan sampel menggunakan purposive sampling dengan jumlah 200 responden pengguna aplikasi BCA Mobile yang dilakukan secara online. Pengujian validitas dan reliabilitas menggunakan aplikasi SPSS versi 22. Pengujian hipotesis menggunakan pendekatan structural dengan analisa SEM (Structural Equation Modeling). Hasil pengujian menunjukkan kepercayaan dalam membentuk niat terus menggunakan dipengaruhi adanya pembelajaran yang dipersepsikan, nilai persepsian, kompetensi teknologi, dan bukan disebabkan kompatibilitas aplikasi.

 

Kata kunci : Niat Meneruskan Pengunaan, Kepercayaan, dan Mobile Banking

References

Abebe, F., & Lessa, L. (2020). Factors affecting mobile payment adoption by merchants in Ethiopia, African Conference on Information Systems and Technology, pp. 1-11.

Akbari, M., Rezvani, A., Shahriari, E., Zúñiga, M. A., & Pouladian, H. (2020). Acceptance of 5 G technology: Mediation role of Trust and Concentration. Journal of Engineering and Technology Management - JET-M, 57(July 2019), 101585

Akhter, A., Asheq, A. Al, Hossain, M. U., & Karim, M. M. (2020). Exploring customer intentions to adopt mobile banking services: Evidence from a developing country. Banks and Bank Systems, 15(2), 105–116. https://doi.org/10.21511/bbs.15(2).2020.10

Alam, S. S., Omar, N. A., Ariffin, A. M., & Hashim, N. M. H. N. (2018). Integrating TPB, TAM and DOI theories: An empirical evidence for the adoption of mobile banking among customers in Klang valley, Malaysia. International Journal of Business and Management Science, 8(2), 385-403.

Almayanti, W., & Chaerudin. (2022). Pengaruh Mobile Banking E-Service Terhadap E-Loyalty Dimediasi Oleh E-Satisfaction Studi Kasus Pada Nasabah Pengguna Mobile Banking BCA di Wilayah Karawang, Jurnal Sinar Manajemen, 9(2), 241-249. https://doi.org/10.56338/jsm.v9i2.2612

Alexandrakis, D., Chorianopoulos, K., & Tselios, N. (2020). Connections between Older Greek Adults’ Implicit Attributes and Their Perceptions of Online Technologies. Technologies, 8(4), pp. 57-68. https://doi.org/10.3390/technologies8040057

Baabdullah, A. M., Alalwan, A. A., Rana, N. P., Kizgin, H., & Patil, P. (2019). Consumer use of mobile banking (M-Banking) in Saudi Arabia: Towards an integrated model. International Journal of Information Management, 44, 38-52.

Baylor, A. L., & Ritchie, D. (2002). What factors facilitate teacher skill, teacher morale, and perceived student learning in technology-using classrooms? Computers and Education, 39(4), 395–414. https://doi.org/10.1016/S0360-1315(02)00075-1

Bunker, D., Kautz, K. H., & Nguyen, A. L. T. (2007). Role of value compatibility in IT adoption. Journal of Information Technology, 22(1), 69–78. https://doi.org/10.1057/palgrave.jit.2000092

Chae, H., Kim, S., Lee, J., & Park, K. (2020). Impact of product characteristics of limited edition shoes on perceived value, brand trust, and purchase intention; focused on the scarcity message frequency. Journal of Business Research, 120, 398-406.

Chang, Y., & Wu, J. (2016). Multichannel integration quality, online perceived value and online purchase intention: A perspective of land-based retailers. Internet Research, 25(5).

Changchit, C., Klaus, T., Lonkani, R., & Sampet, J. (2020). A Cultural Comparative Study of Mobile Banking Adoption Factors. Journal of Computer Information Systems, 60(5), 484–494. https://doi.org/10.1080/08874417.2018.1541724

Chao, C. Y., Chang, T. C., Wu, H. C., Lin, Y. S., & Chen, P. C. (2016). The interrelationship between intelligent agents’ characteristics and users’ intention in a search engine by making beliefs and perceived risks mediators. Computers in Human Behavior, 64, 117-125.

Cutshall, R., Changchit, C., Pham, H., & Pham, D. (2022). Determinants of social commerce adoption: An empirical study of Vietnamese consumers. Journal of Internet Commerce, 21(2), pp. 133-159. https://doi.org/10.1080/15332861.2021.1907274

Danneels, E. (2016). Survey measures of first‐and second‐order competences. Strategic Management Journal, 37(10), 2174-2188.

Elhajjar, S., & Ouaida, F. (2019). An analysis of factors affecting mobile banking adoption. International Journal of Bank Marketing, 38(2), 352–367.

Eren, B.A. (2021). Determinants of customer satisfaction in chatbot use: evidence from a banking application in Turkey, International Journal of Bank Marketing, 39(2), 294-311. https://doi.org/10.1108/IJBM-02-2020-0056

Ettlie, J. E., Tucci, C., & Gianiodis, P. T. (2017). Trust, integrated information technology and new product success. European Journal of Innovation Management, 1-46.

Farah, M. F., Hasni, M. J. S., & Abbas, A. K. (2018). Mobile-banking adoption: empirical evidence from the banking sector in Pakistan. International Journal of Bank Marketing, 36(7), 1386–1413. https://doi.org/10.1108/IJBM-10-2017-0215

Firmansyah, I. A., Yasirandi, R., & Utomo, R. G. (2021). The influence of efficacy, credibility, and normative pressure to M-banking adoption level in Indonesia. Procedia Computer Science, 197, 51–60. https://doi.org/10.1016/j.procs.2021.12.117

Genaidy, A., Karwowski, W., & Shoaf, C. (2002). The fundamentals of work system compatibility theory: An integrated approach to optimization of human performance at work. Theoretical Issues in Ergonomics Science, 3(4), pp. 346–368. https://doi.org/10.1080/14639220210124076

Hussain, A., Abubakar, H. I., & Hashim, N. B. (2014). Evaluating mobile banking application: Usability dimensions and measurements. In Proceedings of the 6th international Conference on Information Technology and Multimedia, IEEE, 136-140.

Hariguna, T., Adiandari, A. M., & Ruangkanjanases, A. (2020). Assessing customer intention use of mobile money application and the antecedent of perceived value, economic trust and service trust. International Journal of Web Information Systems, 16(3), pp. 331-345. http://dx.doi.org/10.1108/IJWIS-12-2019-0055

Harris, M. A., Brookshire, R., & Chin, A. G. (2016). Identifying factors influencing consumers’ intent to install mobile applications. International Journal of Information Management, 36(3), 441-450. https://doi.org/10.1016/j.ijinfomgt.2016.02.004

Hernandez, J. M. C., & Mazzon, J. A. (2007). Adoption of internet banking: proposition and implementation of an integrated methodology approach. International Journal of Bank Marketing, 25(2), 72-88

Ho, S. H., & Ko, Y. Y. (2008). Effects of self-service technology on customer value and customer readiness: The case of Internet banking. Internet Research, 18(4), 427–446.

Kang, J. W., & Namkung, Y. (2019). The role of personalization on continuance intention in food service mobile apps: A privacy calculus perspective. International Journal of Contemporary Hospitality Management, 31(2), 734–752.

Karahanna, E., Agarwal, R., & Angst, C. M. (2006). Reconceptualizing compatibility beliefs in technology acceptance research. MIS Quarterly, 30(4), 781-804.

Khoa, B. T. (2020). The Impact of the Personal Data Disclosure’s Tradeoff on the Trust and Attitude Loyalty in Mobile Banking Services. Journal of Promotion Management,. 27(4), 585–608. https://doi.org/10.1080/10496491.2020.1838028

Kooli, K., Tzempelikos, N., Foroudi, P., & Mazahreh, S. (2019). What Drives B-To-B Marketers in Emerging Countries to Use Social Media Sites? Journal of Business-to-Business Marketing, 26(3–40, 245–264. https://doi.org/10.1080/1051712X.2019.1611078

Lacka, E., & Chong, A. (2016). Usability perspective on social media sites' adoption in the B2B context. Industrial Marketing Management, 54, 80-91.

Leung, R., Findlater, L., Mcgrenere, J., Graf, P., & Yang, J. (2010). Multi-Layered interfaces to improve older adults’ initial learnability of mobile applications. ACM Transactions on Accessible Computing, 3(1), 1–30. https://doi.org/10.1145/1838562.1838563

Liébana-Cabanillas, F., Marinkovic, V., de Luna, I. R., & Kalinic, Z. (2018). Predicting the determinants of mobile payment acceptance: A hybrid SEM-neural network approach. Technological Forecasting and Social Change, 129, 117-130.

Lieny, L., Novika, & Medinal. (2021). Pengaruh Persepsi Kemudahan, Kenyamanan dan Kepercayaan Terhadap Niat Dalam Menggunakan Mobile Banking di BCA Pangkalpinang, Jurnal Akuntansi Bisnis dan Keuangan, 8(2), 56-62.

Lin, H. H., & Wang, Y. S. (2006). An examination of the determinants of customer loyalty in mobile commerce contexts. Information and Management, 43(3), 271–282.

Or, C. C. P. & Chapman, E. (2021). Determinants of online assessment adoption in a technical college. International Journal of Technology in Education and Science (IJTES), 5(4), 601-619. https://doi.org/10.46328/ijtes.291

Marthauli, Mirati, R.E., & Vidyasari, R. (2021). Pengaruh Ketersediaan Fitur Layanan dan Kualitas Pelayanan Terhadap Minat Nasabah Dalam Menggunakan BCA Mobile di Wilayah Jabodetabek, Account: Jurnal Akuntansi, Keuangan dan Perbankan, 8(1), 1463-1471. https://doi.org/10.32722/acc.v8i1.3879

Mehrad, D., & Mohammadi, S. (2017). Word of Mouth impact on the adoption of mobile banking in Iran. Telematics and Informatics, 34(7), 1351-1363.

Morgan, R. M., & Hunt, S. D. (1994). The commitment-trust theory of relationship marketing. Journal of marketing, 58(3), 20-38.

Morgan, T. R., Richey Jr, R. G., & Autry, C. W. (2016). Developing a reverse logistics competency: The influence of collaboration and information technology. International Journal of Physical Distribution & Logistics Management, 1-45.

Muafi, M., Gusaptono, R. H., Effendi, M. I., & Novrido, C. (2021). The information technology (IT) adoption process and e-readiness to use within Yogyakarta Indonesian small medium enterprises (SME). International Journal of Information and Communication Technology Research, 2(1), pp. 29-37.

Muñoz-Leiva, F., Climent-Climent, S., & Liébana-Cabanillas, F. (2017). Determinantes de la intención de uso de las aplicaciones de banca para móviles: una extensión del modelo TAM clásico. Spanish Journal of Marketing-ESIC, 21(1), 25-38.

Nguyen, D. M., Chiu, Y. T. H., & Le, H. D. (2021). Determinants of continuance intention towards banks’ chatbot services in Vietnam: A necessity for sustainable development. Sustainability, 13(14), pp. 1-24. https://doi.org/10.3390/su13147625

Nurhudatiana, A., Hiu, A. N., & Ce, W. (2018). Should I use laptop or smartphone? a usability study on an online learning application. In 2018 International Conference on Information Management and Technology (ICIMTech), 565-570. IEEE.

Or, C. C. P., & Chapman, E. (2021). Determinants of Online Assessment Adoption in a Technical College. International Journal of Technology in Education and Science, 5(4), 601–619.

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.

Poromatikul, C., De Maeyer, P., Leelapanyalert, K., & Zaby, S. (2020). Drivers of continuance intention with mobile banking apps. International Journal of Bank Marketing, 38(1), 242–262. https://doi.org/10.1108/IJBM-08-2018-0224

Püschel, J., Mazzon, J. A., & Hernandez, J. M. C. (2010). Mobile banking: Proposition of an integrated adoption intention framework. International Journal of Bank Marketing, 28(5), 389–409. https://doi.org/10.1108/02652321011064908

Rahman, M., Tazim, M. Z., Das, S., & Islam, L. (2020). State of the art of mobile banking services and future prospects in developing countries. In 2020 IEEE 9th International Conference on Communication Systems and Network Technologies (CSNT), 145-149. IEEE.

Ramli, Y., Harwani, Y., Soelton, M., Hariani, S., Usman, F., & Rohman, F. (2021). The Implication of Trust that Influences Customers’ Intention to Use Mobile Banking. Journal of Asian Finance, Economics and Business, 8(1), 353–361.

Raza, S. A., Khan, K. A., Rafi, S. T., & Javaid, S. T. (2020). Factors affecting the academic performance through cloud computing adoption. Social Sciences, 8(2), pp. 1-15. https://doi.org/10.20547/jess0822008201

Sa'idu, I., & Yahaya, S. (2021). Conceptual framework for mobile banking acceptance in Zamfara state using technology acceptance model, Bakolori Journal of General Studies, 12(2), pp. 3733-3740.

Sasongko, D. T., Handayani, P. W., & Satria, R. (2021). Analysis of factors affecting continuance use intention of the electronic money application in Indonesia. Procedia Computer Science, 197, 42–50. https://doi.org/10.1016/j.procs.2021.12.116

Setyawan, D., Pea, M. A. N., Noor, F. M., & Budiadi, N. A. (2022). Kepercayaan Sebagai Faktor Penguat Niat Untuk Loyal Pada Toko Online. Jurnal Ilmu Komputer dan Bisnis, 13(1), pp. 210-220. https://doi.org/10.47927/jikb.v13i1.311

Sharma, S. K., Govindaluri, S. M., Muharrami, S. M., & Tarhini, A. (2017). A multi-analytical model for mobile banking adoption: a developing country perspective. Review of International Business and Strategy, 27(1), 133–148.

Sharma, S. K., & Sharma, M. (2019). Examining the role of trust and quality dimensions in the actual usage of mobile banking services: An empirical investigation. International Journal of Information Management, 44, 65-75.

Shaw, N., & Sergueeva, K. (2019). The non-monetary benefits of mobile commerce: Extending UTAUT2 with perceived value. International Journal of Information Management, 45, 44-55.

Siadat, S.H., Yahyapour, R.A., Mani, Y.M.R., Marashipour, O. (2019). Mobile banking acceptance by the customers in Iranian banks, International Journal of Contemporary Applied Sciences, 32(2), pp. 253-271. https://doi.org/10.1504/IJBIS.2019.103076

Singha, N., & Sinhab, N. (2020). How perceived trust mediates merchant's intention to use a mobile wallet technology, Journal of Retailing and Consumer Services, 52, 1-13, https://doi.org/10.1016/j.jretconser.2019.101894

Sinha, S. K., & Verma, P. (2020). Impact of sales Promotion's benefits on perceived value: Does product category moderate the results?. Journal of Retailing and Consumer Services, 52, 1-11. https://doi.org/10.1016/j.jretconser.2019.101887

Sitanggang, L.M.S., Mahadi, & Tendi. (2019). Transaksi mobile banking perbankan makin ramai. Diakses pada tanggal 1 September 2021. https://keuangan.kontan.co.id/news/transaksi-mobile-banking-perbankan-makin-ramai?page=all

Sitorus, H. M., Govindaraju, R., Wiratmadja, I. I., & Sudirman, I. (2019). Examining the role of usability, compatibility and social influence in mobile banking adoption in Indonesia. International Journal of Technology, Vol. 10, No. 2, pp. 351–362. https://doi.org/10.14716/ijtech.v10i2.886

Tippins, M. J., & Sohi, R. S. (2003). IT competency and firm performance: Is organizational learning a missing link? Strategic Management Journal, 24(8), 745–761. https://doi.org/10.1002/smj.337

Van, H. N., Pham, L., Williamson, S., Chan, C. Y., Thang, T. D., & Nam, V. X. (2021). Explaining intention to use mobile banking: integrating perceived risk and trust into the technology acceptance model. International Journal of Applied Decision Sciences, 14(1), pp. 55-80. https://doi.org/10.1504/IJADS.2021.112933

Wang, S., Yu, H., Hu, X., & Li, J. (2020). Participant or spectator? Comprehending the willingness of faculty to use intelligent tutoring systems in the artificial intelligence era. British Journal of Educational Technology, 51(5), 1657-1673.

Yuen, K. F., Wang, X., Wong, Y. D., & Zhou, Q. (2018). The effect of sustainable shipping practices on shippers’ loyalty: The mediating role of perceived value, trust and transaction cost. Transportation Research Part E: Logistics and Transportation Review, 116, 123-135.

Yuniarto, D., Suryadi, M., Firmansyah, E., Herdiana, D., & Rahman, A. B. A. (2018). Integrating the readiness and usability models for assessing the information system use. In 2018 6th International Conference on Cyber and IT Service Management (CITSM), 1-6. IEEE.

Ziefle, M. (2002). The influence of user expertise and phone complexity on performance, ease of use and learnability of different mobile phones. Behaviour and Information Technology, 21(5), 303–311. https://doi.org/10.1080/0144929021000048538

Published
2023-05-19
How to Cite
Setyawan, D., Damayanti, V., Sugiyarmasto, S., & Budiadi, N. (2023). Penguatan Kepercayaan dalam Membentuk Niat Meneruskan Penggunaan Mobile Banking. MBIA, 22(1), 125–139. https://doi.org/10.33557/mbia.v22i1.2291
Section
Articles
Abstract viewed = 376 times
pdf : 430 times