Determinants of Individual Investors’ Intention to Invest in Peer to Peer (P2P) Lending Platform in Malaysia

Adirinekso, G. P. (2021). Minat dan Penggunaan Fintech PayLater Pekerja Urban Pelanggan Traveloka dan GoJek Sebelum dan Selama Pandemi Covid 19 di DKI Jakarta. 18(2), Journal of Management and Business Review.
https://doi.org/https://doi.org/10.34149/jmbr.v18i2.283
Adnan, H. (2014). An Analysis of the Factors Affecting Online Purchasing Behavior of Pakistani Consumers. International Journal of Marketing Studies, 6(5).
https://doi.org/10.5539/ijms.v6n5p133
Ain, N., Kaur, K., & Waheed, M. (2016). The influence of learning value on learning management system use: An extension of UTAUT2. Information Development, 32(5). https://doi.org/https://doi.org/10.1177/0266666915597546
Aisyah, S., Harahap, M. I., Nurbaiti, N., & Rokan, M. K. (2023). The Factors Influencing Behavioural Intention Fintech Lending (Paylater) Among Generation Z Indonesian Muslims and Islamic Consumption Ethics Views. EKONOMIKA SYARIAH?: Journal of Economic Studies, 7(1), 01–20. https://doi.org/10.30983/ES.V7I1.6233
Ajzen, I. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes, 179–211.
Ajzen, I., & Fishbein, M. (1980). Understanding Attitudes and Predicting Social Behavior. Prentice-Hall. https://www.scienceopen.com/book?vid=c20c4174-d8dc-428d-b352-280b05eacdf7
Al-Edrus, S. A. S., Ahmad, I., & Hanafiah, and M. H. (2023). Will you be a Honey and Help Us Raise Money?: Investigating Online Crowdfunding Platforms Acceptance, Perceived Trust and Behavioural Intention. MANAGEMENT AND ACCOUNTING REVIEW, 22(1). https://www.google.com/search?q=Will+you+be+a+Honey+and+Help+Us+Raise+Money%3F%3A+Investigating+Online+Crowdfunding+Platforms+Acceptance%2C+Perceived+Trust+and+Behavioural+Intention&oq=Will+you+be+a+Honey+and+Help+Us+Raise+Money%3F%3A+Investigating+Online
Alalwan, A. A., Dwivedi, Y. K., & Rana, N. P. (2017). Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust. International Journal of Information Management, 37(3).
https://doi.org/https://doi.org/10.1016/j.ijinfomgt.2017.01.002
Alazzam, M. B., Al-AZZAM, M., & Al-Sharo, Y. M. (2018). Developing (UTAUT 2) model of adoption mobile health application in Jordan E-government. Journal of Theoretical and Applied Information Technology, 96(12).
Ali, W., Muthaly, S., & Dada, M. (2018). Adoption of Shariah compliant peer-to-business financing platforms by SMEs: a conceptual strategic framework for fintechs in Bahrain. International Journal of Innovative Technology and Exploring Engineering, 8(2), 407–412.
Ambarwati, M. F. L., Damaryanti, H., Prabowo, H., & Hamsal, M. (2019). The Impact of a Digital Influencer onthe Purchase Decision. IPTEK Journal of Proceedings Series. https://doi.org/10.12962/j23546026.y2019i5.6307
Anderson, J., & Gerbing, D. (1988). Structural Equation Modeling in Practice: A Review and Recommended Two-Step Approach. Psychological Bulletin.
https://doi.org/http://dx.doi.org/10.1037/0033-2909.103.3.411
Angelle, P. S. (2006). Instructional Leadership and Monitoring: Increasing Teacher Intent to Stay Through Socialization. NASSP Bulletin, 90(4), 318–334.
Ayedh, A., Echchabi, A., Battour, M., & Omar, M. (2022). Malaysian Muslim Investors’ Behaviour Towards the Block chain-based Bitcoin Cryptocurrency market. Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-04-2019-0081
Bakri, M., Radzai, M., & Rasid, A. (2021). Technology Acceptance in Crowdfunding Among Retailers. Studies of Applied Economics, 39(5). https://doi.org/10.25115/eea.v39i5.4818
Baptista, G., & Oliveira, T. (2015). Understanding mobile banking: The unified theory of acceptance and use of technology combined with cultural moderators. Computers in Human Behavior, 50, 418–430.
https://doi.org/https://doi.org/10.1016/j.chb.2015.04.024
Baptista, G., & Oliveira, T. (2017). Why so serious? Gamification impact in the acceptance of mobile banking services. Internet Research, 27(1), 118–139.
https://doi.org/https://doi.org/10.1108/IntR-10-2015-0295
Bommer, W. H., Milevoj, E., & Rana, S. (2023). The intention to use cryptocurrency: A meta-analysis of what we know. Emerging Markets Review, 55, 100962. https://doi.org/10.1016/J.EMEMAR.2022.100962
Bonsu, N. O., Bervell, B., Armah, J. K., & Aheto, S.-P. K. A. (2021). Whatsapp Use in Teaching and Learning During Covid-19 Pandemic Period: Investigating The Initial Attitudes And Acceptance Of Students. University of Nebraska-Lincoln.
Brown, S. A., & Venkatesh, V. (2005). Model of Adoption of Technology in the Household: A Baseline Model Test and Extension Incorporating Household Life Cycle. Management Information System Quarterly, 29, 399–426.
https://doi.org/https://doi.org/10.2307/25148690
Chang, A. (2012). UTAUT and UTAUT 2: A review and agenda for future research. Journal The WINNERS, 13(2), 106–114.
Chao, C. M. (2019). Factors Determining the Behavioral Intention to Use Mobile Learning: An Application and Extension of the UTAUT Model. Frontiers in Psychology, 10. https://doi.org/https://doi.org/10.3389/fpsyg.2019.01652
Chaudhary, M. K., Mittal, V., & Vishnu, A. (2023). A Study on Investment Awareness and Preferences of Rural Investors in India: A Synthesis of Reviews. International Journal of Advances in Engineering and Management (IJAEM), 5, 942.
https://doi.org/10.35629/5252-0501942950
Cheah, J. H., Roldán, J. L., Ciavolino, E., Ting, H., & Ramayah, T. (2021). Sampling weight adjustments in partial least squares structural equation modeling: guidelines and illustrations. Total Quality Management & Business Excellence, 32(13–14), 1594–1613. https://doi.org/10.1080/14783363.2020.1754125
Chen, X., Hu, X., & Ben, S. (2020). How Individual Investors React to Negative Events in the FinTech Era? Evidence from China’s Peer-to-Peer Lending. Journal of Theoretical and Applied Electronic Commerce Research 2021, Vol. 16, Pages 52-70, 16(1), 52–70. https://doi.org/10.4067/S0718-18762021000100105
Choi, H., Kim, Y. C., & Kim, J. W. (2011). Driving factors of post adoption behavior in mobile dataservices. Journal of Business Research, 64(11), 1212–1217.
Chou, S. R., Huang, G. L., & Hsu, H. L. (2010). Investor attitudes and behavior towards inherent risk and potential returns in financial products. International Research Journal of Finance and Economics, 44, 16–30.
Compeau, D. R., & Higgins, C. A. (1995). Computer self-efficacy: Development of a measure and initial test. MIS Quarterly: Management Information Systems, 19(2), 189–210. https://doi.org/10.2307/249688
Corter, J. E., & Chen, Y.-J. (2006). Do investment risk tolerance attitudes predict portfolio risk?investment risk tolerance attitudes predict portfolio risk? Journal of Business and Psychology, 20(3), 369–381.
https://doi.org/https://psycnet.apa.org/doi/10.1007/s10869-005-9010-5
Creswell, J. W. (2003). Research design: qualitative, quantitative, and mixed methods approachess (2nd ed.). Thousand Oaks, Calif.: Sage Publications.
Dajani, D., & Hegleh, A. S. A. (2019). Behavior intention of animation usage among university students. Heliyon, 5(10). https://doi.org/10.1016/j.heliyon.2019.e02536
Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, 13(3), 319–340.
https://doi.org/10.2307/249008
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: a comparison of two theoretical models. Management Science, 35(8), 982–1002.
Dharmastuti, C. F., & Laurentxius, J. (2021). Factors and Benefits that Affect Lender’s Interest in Giving Loans in Peer to Peer (P2P) Lending Platform. Binus Business Review, 12(2), 121–130. https://doi.org/10.21512/BBR.V12I2.6359
Dias, S., Nigalye, A., & Mahajan, J. (2022). Adoption Factors of P2P Lending in India. Proceedings of the International Conference on Technology and Innovation Management. https://doi.org/10.2991/978-94-6463-080-0_11
Eneizan, B., Mohammed, A. G., Alnoor, A., Alabboodi, A. S., & Enaizan, O. (2019). Customer acceptance of mobile marketing in Jordan: An extended UTAUT2 model with trust and risk factors. International Journal of Engineering Business Management, 11. https://doi.org/10.1177/1847979019889484
Fachrurrozie, Muhsin, Nurkhin, A., Mukhibad, H., & Daud, N. M. (2023). Determinants of halal food purchase decisions for Go Food and Shopee Food users. Innovative Marketing, 19(1), 113–125. https://doi.org/10.21511/IM.19(1).2023.10
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 39–50.
Gefen, D., Straub, D., & Boudreau, M. C. (2000). Structural Equation Modeling Technique and regression: Guidelines for Research Practices. Communications for AIS.
George, L., Ahmed Abdul Nabi Al-Balushi, S., Abdul Wahab Al-Balushi, M., & Mohammed Khamis Al-Zadjali, H. (2022). Investors’ Awareness and Perception of P2P Lending Platform with Special Reference to Investors in Muscat Governorate. International Journal of Innovative Science and Research Technology, 7(3). www.ijisrt.com
Ghalandari, K. (2012). The Effect of Performance Expectancy, Effort Expectancy, Social Influence and Facilitating Conditions on Acceptance of E-Banking Services in Iran: the Moderating Role of Age and Gender. Middle-East Journal of Scientific Research, 12(6). https://doi.org/10.5829/idosi.mejsr.2012.12.6.2536
Gharaibeh, M. K., Arshad, M. R., & Gharaibh, N. K. (2018). Using the UTAUT2 Model to Determine Factors Affecting Adoption of Mobile Banking Services: A Qualitative Approach. International Journal of Interactive Mobile Technologies, 12(4), p123-134. https://web.s.ebscohost.com/abstract?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl=18657923&AN=131518697&h=FtK3%2F3cZz8%2FqahLltCfA8%2B4zTDAbbJWNjFX9lBHenNFw%2FWJ3FJuykBGvdB31UOSkeIbL6Nw0TXxYJMmoirkorQ%3D%3D&crl=c&resultNs=AdminWebAuth&result
Ghasemaghaei, M., & Hassanein, K. (2016). A macro model of online information quality perceptions: A review and synthesis of the literature. Computers in Human Behavior, 55, Pages 972-991. https://doi.org/https://doi.org/10.1016/j.chb.2015.09.027
Ghazali, N. H., & Yasuoka, T. (2018). Awareness and Perception Analysis of Small Medium Enterprise and Start-up Towards FinTech Instruments: Crowdfunding and Peer-to-Peer Lending in Malaysia. International Journal of Finance and Banking Research, 4(1). https://doi.org/10.11648/j.ijfbr.20180401.12
Giesing, I. (2003). User Perceptions Related To Identification Through Biometrics Within Electronic Business. South Africa: University of Pretoria.
Guo, W., Sengul, M., & Yu, T. (2021). The impact of executive verbal communication on the convergence of investors’ opinions. Academy of Management Journal, 64, 1763–1792. https://doi.org/10.1177/01492063231173422
Hair., J. F., Hult, G., Ringle, C., & Sarstedt, M. (2014). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publications.
Hair., J. F., Hult, G., T, M., Ringle, C., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM). SAGE Publications.
Hair, J. F., J.F, Matthews, M., L., Matthews, L., R., & Sarstedt, M. (2017). PLS-SEM or CB-SEM: updated guidelines on which method to use. International Journal of Multivariate Data Analysis, 1(2), 107–123.
Hair, J. F., Ringle, M., C., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152.
Hair, J. F., Ringle, M., C., & Sarstedt, M. (2013). Partial Least Squares Structural Equation Modeling: Rigorous Applications, Better Results And Higher Acceptance. Long Range Planning, 46, 1–12.
Hair, J. F., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (2014). Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research. European Business Review, 26(2), 106–121. https://doi.org/10.1108/EBR-10-2013-0128/FULL/XML
Heath, C., & Tversky, A. (1991). Preference and Belief: Ambiguity and Competence in Choice under Uncertainty. Journal of Risk and Uncertainty Volume, 4(1), 5–28. https://doi.org/https://doi.org/10.1007/BF00057884
Henseler, J., Ringle, C., & Sinkovics, R. (2009). The Use of Partial Least Squares Path Modeling in International Marketing. Advance in International Marketing, 20, 277–319. https://doi.org/http://dx.doi.org/10.1108/S1474-7979(2009)0000020014
Hew, J.-J., Lee, V.-H., Ooi, K.-B., & Wei, J. (2015). What catalyses mobile apps usage intention: an empirical analysis. Industrial Management & Data Systems, 115(7). https://doi.org/10.1108/IMDS-01-2015-0028
Huta, V., & Ryan, R. M. (2010). Pursuing pleasure or virtue: The differential and overlapping well-being benefits of hedonic and eudaimonic motives. Journal of Happiness Studies: An Interdisciplinary Forum on Subjective Well-Being, 11(6), 735–762. https://doi.org/https://doi.org/10.1007/s10902-009-9171-4
Hwang, Y., Lin, H., & Shin, D. (2018). Knowledge system commitment and knowledge sharing intention: The role of personal information management motivation. International Journal of Information Management, 39(220–227).
https://doi.org/https://doi.org/10.1016/j.ijinfomgt.2017.12.009
Johora, F. T., & May, M. (2015). How hard is it to use mobile money as a rural Bangladeshi woman? Appropriate Technology, 42(4), 54–55.
Kaczmarek, L. D. (2017). Hedonic Motivation (V. Zeigler-Hill & T. K. Shackelford (eds.)). Springer.
Kalsum, U., Sarita, B., Cahyono, E., & Wawo, A. B. (2018). Effects of Financial Literacy and Investment Experience on Access to Finance and Investment Decisions in Small Enterprises in Southeast Sulawesi. International Journal of Scientific & Engineering Research, 9(2).
Khan, M. T. I., & Xuan, Y. Y. (2021). Drivers of lending decision in peer-to-peer lending in Malaysia. Review of Behavioral Finance. https://doi.org/10.1108/RBF-08-2020-0200
Kim, B. G., Kim, K. W., & Seo, H. I. (2019). Effects of mobile app service characteristics on user satisfaction and continuance usage intention. Journal of Information Technology Application Management, 26(3), 99–120.
Kim, S. S., Malhotra, N. K., & Narasimhan, S. (2005). Two Competing Perspectives on Automatic Use: A Theoretical and Empirical Comparison. Information Systems Research, 16(4). https://doi.org/https://doi.org/10.1287/isre.1050.0070
Klein, G., Shtudiner, Z., & Zwilling, M. (2021). Why do peer-to-peer (P2P) lending platforms fail? The gap between P2P lenders’ preferences and the platforms’ intentions. Electronic Commerce Research, 1–30. https://doi.org/10.1007/S10660-021-09489-6/TABLES/4
Koenig?Lewis, N., Palmer, A., & Moll, A. (2010). Predicting young consumers’ take up of mobile banking services. International Journal of Bank Marketing, 28(5).
https://doi.org/10.1108/02652321011064917
Kompas. (2021). Peer to Peer Lending: Pengertian, Cara Kerja, dan Untung Ruginya. PT. Kompas Cyber Media. https://money.kompas.com/read/2021/11/01/150135826/peer-to-peer-lending-pengertian-cara-kerja-dan-untung-ruginya?page=all
Kumra, R., Khalek, S., & Samanta, T. (2021). Factors Affecting BoP Producer Intention to Use P2P Lending Platforms in India. Journal of Global Marketing, 34(1), 1–25. https://doi.org/http://dx.doi.org/10.1080/08911762.2021.1915440
Kurniadi, A. E., Hendityasari, G. G., & Mariani, D. M. (2021). Analysis Factors Affecting Lenders Intention In P2p Lending Platform Using Utaut2 Model. Turkish Journal of Computer and Mathematics Education, 12(3), 3527–3537.
https://search.proquest.com/openview/5673da8bd5c432c453870ae1c7c9f7d8/1?pq-origsite=gscholar&cbl=2045096
Kurniaputri, M. R., & Fatwa, N. (2022). BEHAVIORAL INTENTION OF ISLAMIC PEER-TO-PEER LENDING SERVICES USERS. Journal of Islamic Economics and Business, 8(2), 179–200. https://doi.org/https://doi.org/10.20473/jebis.v8i2.34212
Kurniawan, Y., Yudhanto Putra, A. B., & Cahyadewi, N. P. (2023). Get to Know P2P Lending and Investors Learning Process at Indonesia. Journal of System and Management Sciences, 13(1), 241–265. https://doi.org/10.33168/JSMS.2023.0114
Kwateng, K. O., Atiemo, K. A. O., & Appiah, C. (2018). Acceptance and use of mobile banking: an application of UTAUT2. Journal of Enterprise Information Management, 32(11). https://doi.org/http://dx.doi.org/10.1108/JEIM-03-2018-0055
Li, J., Zheng, H., Kang, M., Wang, T., & Chen, S. (2016). UNDERSTANDING INVESTMENT INTENTION TOWARDS P2P LENDING: AN EMPIRICAL STUDY. Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings, 82. http://aisel.aisnet.org/pacis2016/82
Lina, L. F., Nani, D. A., & Novita, D. (2021). MILLENNIAL MOTIVATION IN MAXIMIZING P2P LENDING IN SMEs FINANCING. JOURNAL OF APPLIED BUSINESS ADMINISTRATION, 5(2), 188–193. https://doi.org/10.30871/JABA.V5I2.3175
Lopez, N. C., Francisco, J. M.-C., & Harry, B. (2008). An assessment of advanced mobile services acceptance: Contributions from TAM and diffusion theory models. Information & Management, 45(6). https://doi.org/https://doi.org/10.1016/j.im.2008.05.001
Luo, C., Xiong, H., Zhou, W., Guo, Y., & Deng, G. (2011). Enhancing investment decisions in P2P lending: An investor composition perspective. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 292–300. https://doi.org/10.1145/2020408.2020458
Lv, Y. Z., Dong, J. C., & Shi, X. H. (2018). An empirical study on the influencing factors of the P2P lending investment behavior of Chinese college students. International Conference on Management Science and Engineering - Annual Conference Proceedings, 2018-Augus, 289–295. https://doi.org/10.1109/ICMSE.2018.8744696
Madan, K., & Yadav, R. (2016). Behavioural intention to adopt mobile wallet: a developing country perspective. Journal of Indian Business Research, 8(3), 227–244. https://doi.org/https://doi.org/10.1108/JIBR-10-2015-0112
Maharani, A., dan, T. W.-J. E. S. T., & 2023, undefined. (2023). Determinants of Crowdfunder Intention on Using The Crowdfunding-Waqf Model: A Case Study of Kitabisa. Com Applications. E-Journal.Unair.Ac.IdAA Maharani, T WidiastutiJurnal Ekonomi Syariah Teori Dan Terapan, 2023•e-Journal.Unair.Ac.Id, 10(3), 203–219.
https://doi.org/10.20473/vol10iss20233pp290-304
Mahfuz, M. A., Khanam, L., & Mutharasu, S. A. (2016). The Influence of Website Quality on m-banking Services Adoption in Bangladesh: applying the UTAUT2 model using PLS. Proceedings of the 2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT).
Malmendier, U., Pouzo, D., & Vanasco, V. (2020). Investor experiences and international capital flows. Journal of International Economics, 124.
https://doi.org/https://doi.org/10.1016/j.jinteco.2020.103302
Mansyur, A., & Ali, E. M. T. bin E. (2022). The Adoption of Sharia Fintech Among Millenial in Indonesia: Moderating Effect of Islamic Financial Literacy on UTAUT 2. International Journal of Academic Research in Business and Social Sciences, 12(4), 1329–1343.
Mariani, M., Angelina, Kurniadi, E., & Hendityasari, G. G. (2022). How Perceived Trust Mediates Indonesian Lenders’ Intention to Use P2P Lending Platform. Resmilitaris, 12(6), 192–204. https://resmilitaris.net/menu-script/index.php/resmilitaris/article/view/2207
Martin, H. S., & Herrero, A. (2012). Influence of the user’s psychological factors on the online purchase intention in rural tourism: Integrating innovativeness to the UTAUT framework. Tourism Management, 33(2).
https://doi.org/https://doi.org/10.1016/j.tourman.2011.04.003
Merhi, M., Hone, K., & Tarhini, A. (2019). A cross-cultural study of the intention to use mobile banking between Lebanese and British consumers: Extending UTAUT2 with security, privacy, and trust. Technology in Society, 59.
https://doi.org/https://doi.org/10.1016/j.techsoc.2019.101151
Ming?Sung Cheng, J., Shih?Tse Wang, E., Ying?Chao Lin, J., & Vivek, S. D. (2009). Why do customers utilize the internet as a retailing platform? A view from consumer perceived value. Asia Pacific Journal of Marketing and Logistics, 21(1), 144–160.
https://doi.org/https://doi.org/10.1108/13555850910926290
Moon, Y., & Hwang, J. (2018). Crowdfunding as an alternative means for funding sustainable appropriate technology: acceptance determinants of backers. Sustainability 2018, 10(5). https://doi.org/10.3390/su10051456
Muzaldin, N., Safawi Abdul Rahman, S. A. S., & Zaini, M. K. (2022). A Study on Behavioural Intention to Use Mobile Wallet with Special Reference to Citizens in Shah Alam, Selangor, Malaysia. Journal of Mobile Technologies, Knowledge and Society.
https://doi.org/10.5171/2022.512221
Ng, T.-H., Tay, W.-Y., Tan, N.-L., & Lim, Y.-S. (2011). Influence of Investment Experience and Demographic Factors on Retirement Planning Intention. International Journal of Business and Management, 6(2). www.ccsenet.org/ijbm
Nguyen, T. T., Nguyen, H. T., Mai, H. T., & Minh, Tram Thi, T. (2020). Determinants of digital banking services in Vietnam: Applying utaut2 model. Asian Economic and Financial Review, 10(6).
https://search.proquest.com/openview/76da09c64dcc565c4736f3c8b4498e8c/1?pq-origsite=gscholar&cbl=1786341
Nicolini, G., Cude, B., & Chatterjee, S. (2013). Financial literacy: A comparative study across four countries. International Journal of Consumer Studies, 37(6), 689–705.
https://www.researchgate.net/publication/336741926_Financial_literacy_A_comparative_study_across_four_countries
Nik Azman, N. H., & Md Zabri, M. Z. (2022). SHAR??AH-COMPLIANT FINTECH USAGE AMONG MICROENTREPRENEURS IN MALAYSIA: AN EXTENSION OF UTAUT MODEL. Journal of Islamic Monetary Economics and Finance, 8(2), 305–324.
Ofori, K. S., Boateng, H., Okoe, A. F., & Gvozdanovic, I. (2017). Examining customers’ continuance intentions towards internet banking usage. Marketing Intelligence & Planning, 35(6), 756–773. https://doi.org/10.1108/MIP-11-2016-0214
Oliveira, T., Faria, M., A., T. M., & Popovi?, A. (2014). Extending the understanding of mobile banking adoption: When UTAUT meets TTF and ITM. International Journal of Information Management, 34(5), 689–703.
https://doi.org/https://doi.org/10.1016/j.ijinfomgt.2014.06.004
Pinochet, L. H. C., Diogo, G. T., Lopes, E. L., Herrero, E., & Bueno, R. L. P. (2019). Propensity of contracting loans services from FinTech’s in Brazil. International Journal of Bank Marketing.
Poeteri, N. A., Simanjuntak, M., & Hasanah, N. (2021). The Investment Intention Among Indonesian Millennials via Peer-to-Peer Lending Applications. Journal of Finance and Banking, 25(4). https://doi.org/https://doi.org/10.26905/jkdp.v25i4.6352
Rahma, D. N., & Sari, R. C. (2021). THE EFFECT OF FINANCIAL LITERACY, DIGITAL LITERACY, PERFORMANCE EXPECTANCY ON INTENTION BEHAVIOR TO USE PEER TO PEER LENDING. Jurnal Profita: Kajian Ilmu Akuntansi, 9(4), 54–68.
https://journal.student.uny.ac.id/index.php/profita/article/view/17717
Ramayah, T., Wai, J., & Lee, C. (2012). System Characteristics, Satisfaction and E-Learning Usage: A Structural Equation Model (SEM). Turkish Online Journal of Educational Technology - TOJET, 11(2), 196–206.
Raza, S. A., Shah, N., & Ali, M. (2019). Acceptance of mobile banking in Islamic banks: evidence from modified UTAUT model. Journal of Islamic Marketing, 10(1), 357–376. https://doi.org/https://doi.org/10.1108/JIMA-04-2017-0038
Reza, W., & Jabnabillah, F. (2023). STRUCTURAL EQUATION MODELING (SEM) ANALYSIS BASED ON UTAUT2 THEORY ON E-COMMERCE ADOPTION. J. Pijar MIPA, 18(2), 284–289. https://doi.org/10.29303/jpm.v18i2.4804
Rhodes, S. R. (1983). Age-related differences in work attitudes and behavior: A review and conceptual analysis. Psychological Bulletin, 93(2), 328–367.
https://doi.org/https://psycnet.apa.org/doi/10.1037/0033-2909.93.2.328
Ringle, C. M., Wende, S., & Becker, J. M. (2015). SmartPLS 3. In. Bönningstedt: SmartPLS GmbH.
Roszkowski, M., & Davey, G. (2010). Risk perception and risk tolerance changes attributable to the 2008 economic crisis: A subtle but critical difference. Journal of Financial Service Professionals, 64(4), 42–53.
Saini, L. (2023). Behavioural Intention to Use Mobile Payments in the Light of the UTAUT2 Model. Eduzone: International Peer Reviewed/Refereed Multidisciplinary Journal, 12(1). https://eduzonejournal.com/index.php/eiprmj/article/view/325
Salimon, M. G., Yusoff, R. Z. B., & Mohd Mokhtar, S. S. (2017). The mediating role of hedonic motivation on the relationship between adoption of e-banking and its determinants. International Journal of Bank Marketing, 35(4), 558–582.
https://doi.org/https://doi.org/10.1108/IJBM-05-2016-0060
Sashikala, V., & Chitramani, P. (2018). The Impact of Behavioural Factors on Investment Intention of Equity Investors. Asian Journal of Management (AJM), 9(1), 183–188. https://doi.org/10.5958/2321-5763.2018.00028.8
Saykita, W., Dalimunthe, Z., & Triono, R. A. (2019). How Perceived Risk Affects Continuance Intention to Invest through Peer-to-Peer Lending Platforms: Indonesia Case. The 34th IBIMA Conference?: Vision 2025: Education Excellence and Management of Innovations through Sustainable Economic Competitive Advantage, 242–256.
Securities Commission Malaysia. (2021). Annual Report 2021.
https://www.sc.com.my/resources/publications-and-research/sc-annual-report-2021
Securities Commission Malaysia. (2023). Annual Report 2022.
https://www.sc.com.my/api/documentms/download.ashx?id=49449d2d-eb98-4e4f-8c70-6f44ce6a840f
Seng, W. Q., & Hee, O. C. (2021). Factors Influencing the Intention to Use E-Wallet: An Extended Hedonic-Motivation System Adoption Model. International Journal of Academic Research in Business and Social Sciences, 11(11), 2265–2278. https://doi.org/:10.6007/IJARBSS/v11-i11/11379
Septiani, H. L. D., Kirbrandoko, Ujang, S., & Lilik Noor, Y. (2020). FACTORS ENCOURAGING THE USE OF PEER-TO-PEER LENDING BY FARMERS. RJOAS, 7(103). https://doi.org/10.18551/rjoas.2020-07.10
Setiyani, L., Natalia, I., & Liswadi, G. (2023). Analysis of Behavioral Intentions of E-Commerce Shopee Users in Indonesia Using UTAUT2. ADI Journal on Recent Innovation, 4(2), 160–171. https://doi.org/https://doi.org/10.34306/ajri.v4i2.861
Singh, N., Sinha, N., & Liébana-Cabanillas, F. J. (2020). Determining factors in the adoption and recommendation of mobile wallet services in India: Analysis of the effect of innovativeness, stress to use and social influence. International Journal of Information Management, 50, 191–205. https://doi.org/10.1016/J.IJINFOMGT.2019.05.022
Soegesty, N. B., Fahmi, I., & Novianti, T. (2020). Kajian Faktor Yang Memengaruhi Adopsi Sistem Pijaman Peer To Peer Lending. Jurnal Manajemen Teknologi, 19(1), 59–79. https://doi.org/https://doi.org/10.12695/jmt.2020.19.1.4
Soeta, R., Sembel, R., & Malau, M. (2023). The effect of social influence and platform reputation toward trust, investment intention, and actual investment on SMEs with peer-to-peer lending platform. KEYNESIA International Journal of Economy and Business, 2(1). https://jurnal.arkainstitute.co.id/index.php/keynesia/article/view/666
Sultana, J. (2020). Determining the factors that affect the uses of Mobile Cloud Learning (MCL) platform Blackboarda modification of the UTAUT model. Education and Information Technologies, 25, 223–238. https://doi.org/https://doi.org/10.1007/s10639-019-09969-1
Tak, P., & Panwar, S. (2017). Using UTAUT 2 model to predict mobile app based shopping: evidences from India. Journal of Indian Business Research, 9(3), 248–264. https://doi.org/https://doi.org/10.1108/JIBR-11-2016-0132
Tam, C., Santos, D., & Oliveira, T. (2020). Exploring the influential factors of continuance intention to use mobile Apps: Extending the expectation confirmation model. Information Systems Frontiers, 22. https://doi.org/https://doi.org/10.1007/s10796-018-9864-5
Tan, G. .-H., & Ooi, K.-B. (2018). Gender and age: do they really moderate mobile tourism shopping behavior? Telematics and Informatics, 35(6), 1617–1642. https://doi.org/https://doi.org/10.1016/j.tele.2018.04.009.
Taylor, D. G., & Strutton, D. (2010). Has e-marketing come of age? Modeling historical influences on post-adoption era Internet consumer behaviors. Journal of Business Research, Elsevier, 63(9–10), 950–956.
Thaker, M. A. B., Thaker, H. B. M., Pitchay, A. B., Amin, B. M. F., & Khaliq, A. B. (2020). Leveraging Islamic banking and finance for small businesses: Exploring the conceptual and practical dimensions. Asian Development Bank Institute (ADBI), Tokyo.
Thaker, M. A. B., Thaker, H. B. M., Rahman, M. P. B., Amin, M. F. B., Pitchay, A. B., & Olaniyi, N. O. (2019). Factors Affecting Investors’ Intention To Invest In A Peer-To-Peer Lending Platform In Malaysia: An Extended Technology Acceptance Model. Asian Development Bank Institute. https://www.adb.org/publications/factors-affecting-investors-intention-invest-peer-peer-
Thi, L., Nguyen, P., Muthaiyah, S., Sy, M. O., & Kalabeke, W. (2021). P2P Lending platforms in Malaysia: the awareness among Malaysian adults [version 2; peer review: 2 approved]. https://doi.org/10.12688/f1000research.73401.1
Thi Phuong Nguyen, L., Kalabeki, W., Muthaiyah, S., Ming Yu, C., Jing Hui, K., Mohamed, H., & Kim, D. (2021). P2P lending platforms in Malaysia: What do we know? F1000Research 2021 10:1088, 10, 1088. https://doi.org/10.12688/f1000research.73410.1
Thusi, P., & Maduku, D. K. (2020). South African millennials’ acceptance and use of retail mobile banking apps: An integrated perspective. Computers in Human Behavior, 111. https://doi.org/https://doi.org/10.1016/j.chb.2020.106405
Venkatesh, V., Brown, S. A., Maruping, L. M., & Bala, H. (2008). Predicting different conceptualizations of system USE: The competing roles of behavioral intention, facilitating conditions, and behavioral expectation. MIS Quarterly: Management Information Systems, 32(3), 483–502. https://doi.org/10.2307/25148853
Venkatesh, V., & Davis, F. D. (2000). 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
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly: Management Information Systems, 27(3), 425–478. https://doi.org/10.2307/30036540
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly, 36(1), 157–178. https://papers.ssrn.com/abstract=2002388
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2016). Unified Theory of Acceptance and Use of Technology: A Synthesis and the Road Ahead. Journal of the Association for Information Systems, 17(5), 328–376. https://papers.ssrn.com/abstract=2800121
Wang, G., Richad, & Biena, Y. (2019). Analysis the use of P2P lending mobile applications in Indonesia. Journal of Physics Conference Series.
https://doi.org/http://dx.doi.org/10.1088/1742-6596/1367/1/012006
Widyarga, E. N., Tandelilin, P. E., & Aung, P. Z. Z. (2019). Analysis Acceptance System of Peer-To-Peer Lending in Indonesia [Universitas Gadjah Mada].
http://etd.repository.ugm.ac.id/penelitian/detail/187246
Wong, Q. S., & Ong, C. H. (2021). Factors Influencing the Intention to Use E-Wallet: An Extended Hedonic-Motivation System Adoption Model. International Journal of Academic Research in Business and Social Sciences, 11(11).
Xi, D., O’Brien, T. L., & Irannezhad, E. (2020). Investigating the investment behaviors in cryptocurrency. The Journal of Alternative Investments.
https://doi.org/https://doi.org/10.3905/jai.2020.1.108
Yang, K. (2010). Determinants of US consumer mobile shopping services adoption: Implications for designing mobile shopping services. Journal of Consumer Marketing, 27(3), 262–270.
Yang, S., Lu, Y., Gupta, S., Cao, Y., & Zhang, R. (2012). Mobile payment services adoption across time: An empirical study of the effects of behavioral beliefs, social influences, and personal traits. Computers in Human Behavior, 28(1).
https://doi.org/https://doi.org/10.1016/j.chb.2011.08.019
Yaseen, S. G., & El Qirem, I. A. (2018). Intention to use e-banking services in the Jordanian commercial banks. International Journal of Bank Marketing, 36(3), 557–571. https://doi.org/10.1108/IJBM-05-2017-0082/FULL/XML
Zeng, P., Peng, G., Liu, Y., & Lv, B. (2017). African Journal of Business Management Investor returns and “re-intermediation”: A case of PPDai.com. 11(12), 275–284.
https://doi.org/10.5897/AJBM2017.8308
Zhou, T. (2013). An empirical examination of continuance intention of mobile payment services. Decision Support Systems, 54(2), 1085–1091.
https://doi.org/https://doi.org/10.1016/j.dss.2012.10.034

(Ramachandran et al., 2024)
Ramachandran, L., Kepili, E. I. Z., & Azman, N. H. N. (2024). Determinants of Individual Investors’ Intention to Invest in Peer to Peer (P2P) Lending Platform in Malaysia. International Journal of Academic Research in Accounting Finance and Management Sciences, 14(1), 422–454.

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