Millennials’ Intention to Invest through Securities Crowdfunding Platform

Ni Made Nila Febrianti; Gede Sri   Darma

doi:10.34306/att.v5i1.280

Authors

Ni Made Nila Febrianti Univeristas Pendidikan Nasional
Gede Sri Darma Universitas Pendidikan Nasional

DOI:

https://doi.org/10.34306/att.v5i1.280

Keywords:

Crowdfunding, Millennial, Securities

Abstract

This study aims to describe the effect of perceived ease of use, perceived usefulness, perceived risk, social influence, trust, and behavioral intention of using the securities crowdfunding platform. The population of the study is the entire millennial generation who lives in Denpasar City with a total sample of 132 respondents. The data processing technique used is Structural Equation Model (SEM) with AMOS software. The results show that perceived usefulness, social influence, and trust had a direct and significant influence on behavioral intention to use. While the variables perceived ease of use and perceived risk have no direct effect on behavioral intention to use. Perceived ease of use variable has an indirect effect through perceived usefulness and perceived risk has an indirect effect through the trust variable on behavioral intention to use. Trust has the greatest influence on behavioral intention to use the securities crowdfunding platform.

References

APJII, “Profil Internet Indonesia 2022,” 2022. Accessed: Jun. 12, 2022. [Online]. Available: https://apjii.or.id/content/read/39/559/Laporan-Survei-Profil-Internet-Indonesia-2022

M. P. Banding, A. Ashar, A. Juliana, Muh. I. Azis, and Y. Thresia, “Financial Technology For SMEs Capital Problems With Crowdfunding Method,” Media Ekonomi dan Manajemen, vol. 35, no. 2, p. 150, Jul. 2020, doi: 10.24856/mem.v35i2.1503.

D. A. Aprihasyyati and S. Fitria, “ANALISIS PENGARUH KINERJA UMKM, KEPERCAYAAN DAN PERSEPSI RISIKO TERHADAP NIAT INVESTASI PADA UMKM MELALUI PLATFORM EQUITY CROWDFUNDING DI INDONESIA,” DIPONEGORO JOURNAL OF MANAGEMENT, vol. 9, no. 3, 2020, [Online]. Available: http://ejournal-s1.undip.ac.id/index.php/dbr

Otoritas Jasa Keuangan, “LAPORAN TRIWULAN-IV 2021: RESILIENSI SEKTOR JASA KEUANGAN MENDORONG PEMULIHAN EKONOMI,” 2021.

S.-C. Chen, S.-H. Li, and C.-Y. Li, “RECENT RELATED RESEARCH IN TECHNOLOGY ACCEPTANCE MODEL: A LITERATURE REVIEW,” 2011. Accessed: May 19, 2022. [Online]. Available: http://ajbmr.com/articlepdf/AJBMR_19_04i1n9a14.pdf

Z. Hu, S. Ding, S. Li, L. Chen, and S. Yang, “Adoption intention of fintech services for bank users: An empirical examination with an extended technology acceptance model,” Symmetry (Basel), vol. 11, no. 3, pp. 1–16, Mar. 2019, doi: 10.3390/sym11030340.

D. Febrianti, B. Hariadi, and Z. Baridwan, “Technology Acceptance Model Sebagai Prediktor Penggunaan SIMDA,” Jurnal Reviu Akuntansi dan Keuangan, vol. 9, pp. 46–63, 2019, doi: 10.22219/jrak.v9i1.43.

M. Chuttur, “Overview of the Technology Acceptance Model: Origins, Developments and Future Directions,” Sprouts: Working Papers on Information Systems, vol. 9, Jan. 2009, Accessed: May 10, 2022. [Online]. Available: http://sprouts.aisnet.org/9-37

M. G. Md Johar and J. Awalluddin, “The Role of Technology Acceptance Model in Explaining Effect on E-Commerce Application System,” International Journal of Managing Information Technology, vol. 3, pp. 1–14, Sep. 2011, doi: 10.5121/ijmit.2011.3301.

A. Setiawan and L. Sulistiowati, “PENERAPAN MODIFIKASI TECHNOLOGY ACCEPTANCE MODEL (TAM) DALAM E-BUSINESS,” Jurnal Manajemen dan Pemasaran Jasa, vol. 10, no. 2, pp. 171–186, Mar. 2018, doi: 10.25105/jmpj.v10i2.2277.

E. Japarianto and Y. D. Anggono, “ANALISA PENGARUH PERCEIVED EASE OF USE TERHADAP INTENTION TO BUY DENGAN PERCEIVED USEFULNESS SEBAGAI VARIABEL INTERVENING PADA APLIKASI E-COMMERCE TOKOPEDIA,” Jurnal Strategi Pemasaran, 2020, Accessed: May 08, 2022. [Online]. Available: https://publication.petra.ac.id/index.php/manajemen-pemasaran/article/view/10028

A. Sudiwedani and G. S. Darma, “Analysis of the effect of knowledge, attitude, and skill related to the preparation of doctors in facing industrial revolution 4.0,” Bali Medical Journal, vol. 9, no. 2, pp. 524–530, 2020, doi: 10.15562/bmj.v9i2.1895.

Y. P. Mun, H. Khalid, and D. Nadarajah, “Millennials’ Perception on Mobile Payment Services in Malaysia,” in Procedia Computer Science, 2017, vol. 124, pp. 397–404. doi: 10.1016/j.procs.2017.12.170.

S. Isrososiawan, R. Hurriyati, and P. D. Dirgantari, “User Mobile Payment Behavior Using Technology Acceptance Model (TAM): Study of ‘Dana’ E-Wallet Users,” Jurnal Minds: Manajemen Ide dan Inspirasi, vol. 6, no. 2, p. 181, Dec. 2019, doi: 10.24252/minds.v6i2.11274.

A. Putritama and R. S. P. Sari, “Factors Affecting The Interest in Using E-money for Millennials,” Jurnal Economia, vol. 16, no. 2, pp. 245–256, 2020, doi: https://doi.org/10.21831/economia.v16i2.29471.

K. Sienatra, “Dampak persepsi manfaat dan persepsi risiko terhadap fintech continuance intention pada generasi milenial di Surabaya,” JURNAL NUSANTARA APLIKASI MANAJEMEN BISNIS, vol. 5, no. 1, pp. 1–12, Apr. 2020, doi: 10.29407/nusamba.v5i1.14225.

Sulaeman, “Factors determining behavioral intentions to use Islamic crowdfunding platform in times of Covid-19 in Indonesia: Evidence from TAM approach,” Jurnal Ekonomi & Keuangan Islam, vol. 7, no. 1, pp. 31–44, 2021, doi: https://doi.org/10.20885/jeki.vol7.iss1.art3.

P. Kontogiannidis, G. Theriou, and L. Sarigiannidis, “Crowdfunding: exploring the factors associated with the users’ intention to finance a project online,” 2017. doi: DOI:10.1504/IJWBC.2017.082721.

S. Bashir, S. Anwar, Z. Awan, T. W. Qureshi, and A. B. Memon, “A holistic understanding of the prospects of financial loss to enhance shopper’s trust to search, recommend, speak positive and frequently visit an online shop,” Journal of Retailing and Consumer Services, vol. 42, pp. 169–174, May 2018, doi: 10.1016/j.jretconser.2018.02.004.

E. T. Maziriri, M. Mapuranga, and N. W. Madinga, “Navigating selected perceived risk elements on investor trust and intention to invest in online trading platforms,” Journal of Economic and Financial Sciences, vol. 12, no. 1, Jul. 2019, doi: 10.4102/jef.v12i1.434.

H. Baber, “Subjective norms and intention- A study of crowdfunding in India,” Research in World Economy, vol. 10, no. 3, pp. 136–146, 2019, doi: 10.5430/rwe.v10n3p136.

E. Slade, Y. Dwivedi, N. Piercy, and M. Williams, “Modeling Consumers’ Adoption Intentions of Remote Mobile Payments in the United Kingdom: Extending UTAUT with Innovativeness, Risk, and Trust,” Psychol Mark, vol. 32, pp. 860–873, Aug. 2015, doi: 10.1002/mar.20823.

M. Argan, G. Sevil, and A. Yalama, “The Effect of Word-of-Mouth Communication on Stock Holdings and Trades: Empirical Evidence From an Emerging Market,” Journal of Behavioral Finance, vol. 15, no. 2, pp. 89–98, 2014, doi: 10.1080/15427560.2014.914029.

I. G. A. A. P. Dewi, “INTENSI MASYARAKAT BERINVESTASI PADA PEER TO PEER LENDING: ANALISIS THEORY OF PLANNED BEHAVIOR,” Jurnal Ilmiah Akuntansi & Bisnis, vol. 3, no. 2, 2018, [Online]. Available: http://journal.undiknas.ac.id/index.php/akuntansi/118

N. Setyorini and I. Indriasari, “Does millennials have an investment interest? theory of planned behaviour perspective,” Diponegoro International Journal of Business, vol. 3, no. 1, pp. 28–35, Jun. 2020, doi: 10.14710/dijb.3.1.2020.28-35.

N. S. Febriani, “Preferensi Media Sosial Generasi Milenial pada Tingkat Pengetahuan Calon Legislatif,” Journal of Comunication, vol. 4, no. 1, pp. 89–107, 2020, doi: http://dx.doi.org/10.31000/nyimak.v4i1.2225.

J. Hair, W. Black, B. Babin, and R. Anderson, Multivariate Data Analysis: A Global Perspective. 2010.

Solimun, A. A. R. Fernandes, and Nurjannah, Metode Statistika Multivariat Pemodelan Persamaan Struktural (SEM) Pendekatan WarpPLS. Malang: UB Press, 2017.

L. Joan and T. Sitinjak, “PENGARUH PERSEPSI KEBERMANFAATAN DAN PERSEPSI KEMUDAHANPENGGUNAAN TERHADAP MINAT PENGGUNAAN LAYANANPEMBAYARAN DIGITAL GO-PAY,” Jurnal Manajemen, vol. 8, no. 2, pp. 27–39, 2019, Accessed: Jun. 03, 2022. [Online]. Available: https://jurnal.kwikkiangie.ac.id/index.php/JM/article/view/596

M. Muchran, “Acceptance of Banking Information Technology in PT BNI of Makassar,” 2015. doi: http://dx.doi.org/10.22610/jebs.v7i2(J).570.

C. Sagnier, E. Loup-Escande, D. Lourdeaux, I. Thouvenin, and G. Valléry, “User Acceptance of Virtual Reality: An Extended Technology Acceptance Model,” Int J Hum Comput Interact, vol. 36, pp. 1–15, Jan. 2020, doi: 10.1080/10447318.2019.1708612.

I. Ichwan and R. Kasri, “WHY ARE YOUTH INTENT ON INVESTING THROUGH PEER TO PEER LENDING? EVIDENCE FROM INDONESIA,” Journal of Islamic Monetary Economics and Finance, vol. 5, no. 4, pp. 741–762, Dec. 2019, doi: 10.21098/jimf.v5i4.1157.

D. A. Kindangen, H. Karamoy, and R. T. Saerang, “PERCEIVED RISK, TRUST AND PURCHASE INTENTION IN ONLINE MARKETPLACE: PERSPECVICE OF CONSUMERS IN MANADO, INDONESIA,” Jurnal EMBA, vol. 9, no. 3, pp. 715–725, 2021, doi: https://doi.org/10.35794/emba.v9i3.35016.

L. Schiffman and L. L. Kanuk, Perilaku Konsumen, 7th edition. Jakarta: PT Indeks, 2008.

J. Alemany, E. del Val, J. Alberola, and A. García-Fornes, “Enhancing the privacy risk awareness of teenagers in online social networks through soft-paternalism mechanisms,” International Journal of Human Computer Studies, vol. 129, pp. 27–40, Sep. 2019, doi: 10.1016/j.ijhcs.2019.03.008.

K. F. Khawaja, “Why should I trust ICT? An empirical study examining teachers and students usage of ICT for knowledge sharing and seeking,” in International Conference on Advances in Business, Management and Law (ICABML) 2017, Dec. 2017, vol. 1, no. 1, pp. 419–439. doi: 10.30585/icabml-cp.v1i1.36.

S. Kaabachi, S. ben Mrad, and B. OLeary, “Consumer’s initial trust formation in IOB’s acceptance: The role of social influence and perceived compatibility,” International Journal of Bank Marketing, vol. 37, no. 2, pp. 507–530, Mar. 2019, doi: 10.1108/IJBM-12-2017-0270.

I. A. Kurniawan, Mugiono, and R. Wijayanti, “THE EFFECT OF PERCEIVED USEFULNESS, PERCEIVED EASE OF USE, AND SOCIAL INFLUENCE TOWARD INTENTION TO USE MEDIATED BY TRUST,” Jurnal Aplikasi Manajemen, vol. 20, no. 1, pp. 117–127, Mar. 2022, doi: 10.21776/ub.jam.2022.020.01.12.

U. W. E. Saputra and G. S. Darma, “The Intention to Use Blockchain in Indonesia Using Extended Approach Technology Acceptance Model (TAM),” CommIT Journal, vol. 16, no. 1, pp. 27–35, 2022, doi: https://doi.org/10.21512/commit.v16i1.7609.

M. Brengman and F. P. Karimov, “The effect of web communities on consumers’ initial trust in B2C e-commerce websites,” Management Research Review, vol. 35, no. 9, pp. 791–817, Aug. 2012, doi: 10.1108/01409171211256569.

A. D. P. Putra and Dr. P. R. Kurnia, “UTAUT EXTENSION MODEL: FAKTOR-FAKTOR PEMBENTUK BEHAVIORAL INTENTION TO REPURCHASE DALAM AKTIVITAS BELANJA ONLINE PADA MARKETPLACE C2C,” Journal od Management and usiness Review, vol. 16, no. 2, pp. 149–173, 2019, doi: https://doi.org/10.34149/jmbr.v16i2.155.

C. Makanyeza, “Determinants of consumers’ intention to adopt mobile banking services in Zimbabwe,” International Journal of Bank Marketing, vol. 35, no. 6, pp. 997–1017, 2017, doi: 10.1108/IJBM-07-2016-0099.

M. L. Muliadi and E. Japarianto, “ANALISA PENGARUH PERCEIVED EASE OF USE TERHADAP BEHAVIOR INTENTION MELALUI PERCEIVED USEFULNESS SEBAGAI MEDIA INTERVENING PADA DIGITAL PAYMENT OVO,” Jurnal Manajemen Pemasaran

Z. Gong, Z. Han, X. Li, C. Yu, and J. D. Reinhardt, “Factors Influencing the Adoption of Online Health Consultation Services: The Role of Subjective Norm, Trust, Perceived Benefit, and Offline Habit,” Front Public Health, vol. 7, Oct. 2019, doi: 10.3389/fpubh.2019.00286.