Investment Decisions on the Crowdfunding Platform Based on the Theory of Planned Behavior

Evan Yulandreano, Maria Rio Rita

Abstract


Research aims: Few studies on crowdsourcing have been conducted concerning Indonesian investors and fund providers. This study, therefore, aims to examine the role of investment intentions by investors with the influence of attitudes, subjective norms, and perceived behavioral control for investment decisions and the role of investment intentions as mediating variables on the relationship between perceived behavioral control and investment decisions.
Design/Methodology/Approach: The research sample involved 100 investor respondents on a crowdfunding platform that had obtained permission from the Financial Services Authority (OJK). The analysis in this study then utilized PLS-SEM with SmartPLS 3.0.
Research findings: The study results demonstrated that while attitudes and perceived behavioral control positively affected investment intentions, subjective norms did not. Besides, perceived behavioral control positively affected investment intentions and crowdfunding investment decisions. Meanwhile, investment intention had a positive effect on crowdfunding investment decisions.
Theoretical Contribution/Originality: This study used the Theory of Planned Behavior (TPB) to examine the role of investment intention by investors with the influence of attitudes, subjective norms, and perceived behavioral control for investment decisions and the role of intention as a mediating variable on the relationship between perceived behavioral control and investment decisions.
Practitioners/Policy Implications: The implications of research in crowdfunding decision-making based on investors’ considerations are attitudes, perceived behavioral control, and investment intentions.
Research Limitations/Implications: This research was limited to investment decisions in TPB-based crowdfunding only, so further research is needed to observe other aspects besides psychological factors, such as testing the level of education, income, gender, and others, that may strengthen investment decisions on the crowdfunding platform.


Keywords


Theory of Planned Behavior; Attitude; Subjective Norms; Perceived Behavioral Control; Investment Intention; Crowdfunding

Full Text:

PDF

References


Ahlers, G. K. C., Cumming, D., Günther, C., & Schweizer, D. (2015). Signaling in Equity Crowdfunding. Entrepreneurship Theory and Practice, 39(4), 955–980. https://doi.org/10.1111/etap.12157

Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-t

Ajzen, I. (2005). Attitudes, personality, and behavior. New York: Open University Press.

Aprihasyyati, D. A., & Fitria, S. (2021). Analisis Pengaruh Kinerja UMKM, Kepercayaan dan Persepsi Risiko Terhadap Niat Investasi Pada UMKM Melalui Platform Equity Crowdfunding di Indonesia. Diponegoro Journal of Management, 9(2). Retrieved from https://ejournal3.undip.ac.id/index.php/djom/article/view/30300

Aren, S., & Hamamci, H. N. (2020). Relationship between risk aversion, risky investment intention, investment choices. Kybernetes, 49(11), 2651–2682. https://doi.org/10.1108/k-07-2019-0455

Belleflamme, P., Lambert, T., & Schwienbacher, A. (2014). Crowdfunding: Tapping the right crowd. Journal of Business Venturing, 29(5), 585–609. https://doi.org/10.1016/j.jbusvent.2013.07.003

Boudewyns, V. (2013). A meta-analytical test of perceived behavioral control interactions in the theory of planned behavior. Theses. University Maryland, College Park.

Chen, Y., Dai, R., Yao, J., & Li, Y. (2019). Donate Time or Money? The Determinants of Donation Intention in Online Crowdfunding. Sustainability, 11(16), 4269. https://doi.org/10.3390/su11164269

Cho, Y. (2017). The Structural Relations among the Career Management Behavior and the Influencing Variables of the employee based on the Theory of Planned Behavior. The Journal of Career Education Research, 30(1), 224–242. https://doi.org/10.32341/jcer.2017.03.30.1.224

Cholakova, M., & Clarysse, B. (2015). Does the Possibility to Make Equity Investments in Crowdfunding Projects Crowd Out Reward–Based Investments? Entrepreneurship Theory and Practice, 39(1), 145–172. https://doi.org/10.1111/etap.12139

Collins, L., & Baeck, P. (2014). Understanding Alternative Finance. The UK Alternative Finance Industry Report 2014.

Fishbein, M., & Ajzen, I. (1975). Belief, Attitude, Intention and Behaviour: An Introduction to Theory and Research (p. 290). Reading, MA: Addison-Wesley.

Freedman, S., & Jin, G. Z. (2017). The information value of online social networks: Lessons from peer-to-peer lending. International Journal of Industrial Organization, 51, 185–222. https://doi.org/10.1016/j.ijindorg.2016.09.002

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). 2nd Edition. Sage Publications Inc., Thousand Oaks, CA.

Halim, A. (2015). Manajemen keuangan bisnis. Jakarta: Mitra Wacana Media.

Hsueh, S.-C., & Kuo, C.-H. (2017). Effective Matching for P2P Lending by Mining Strong Association Rules. Proceedings of the 3rd International Conference on Industrial and Business Engineering. https://doi.org/10.1145/3133811.3133823

Ichwan, I., & Kasri, R. (2019). Why Are Youth Intent On Investing Through Peer To Peer Lending? Evidence From Indonesia. Journal of Islamic Monetary Economics and Finance, 5(4), 741–762. https://doi.org/10.21098/jimf.v5i4.1157

Janor, H., Yakob, R., Hashim, N. A., Aniza, C., & Wel, C. (2016). Financial literacy and investment decisions in Malaysia and United Kingdom: A comparative analysis. Geografia. Malaysian Journal of Society and Space, 12(2), 106–118.

Kurniawan, R. (2019). Examination of the Factors Contributing To Financial Technology Adoption in Indonesia using Technology Acceptance Model: Case Study of Peer to Peer Lending Service Platform. 2019 International Conference on Information Management and Technology (ICIMTech). https://doi.org/10.1109/icimtech.2019.8843803

La Barbera, F., & Ajzen, I. (2020). Control interactions in the theory of planned behavior: Rethinking the role of subjective norm. Europe’s Journal of Psychology, 16(3), 401–417. https://doi.org/10.5964/ejop.v16i3.2056

Lukkarinen, A. (2020). Equity Crowdfunding: Principles and Investor Behaviour. Advances in Crowdfunding, 93–118. https://doi.org/10.1007/978-3-030-46309-0_5

Macht, S. A., & Weatherston, J. (2015). Academic research on crowdfunders: what’s been done and what’s to come? Strategic Change, 24(2), 191–205. https://doi.org/https://doi.org/10.1002/jsc.2010

Mamonov, S., & Malaga, R. (2018). Success Factors in Title III Equity Crowdfunding in the United States. Proceedings of the Annual Hawaii International Conference on System Sciences. https://doi.org/10.24251/hicss.2018.432

Mao, S., Zhu, M., Wang, X., & Xiao, X. (2020). Grey–Lotka–Volterra model for the competition and cooperation between third-party online payment systems and online banking in China. Applied Soft Computing, 95, 106501. https://doi.org/10.1016/j.asoc.2020.106501

McKenny, A. F., Allison, T. H., Ketchen, D. J., Short, J. C., & Ireland, R. D. (2016). How Should Crowdfunding Research Evolve? A Survey of theEntrepreneurship Theory and PracticeEditorial Board. Entrepreneurship Theory and Practice, 41(2), 291–304. https://doi.org/10.1111/etap.12269

Mollick, E. (2014). The dynamics of crowdfunding: An exploratory study. Journal of Business Venturing, 29(1), 1–16. https://doi.org/10.1016/j.jbusvent.2013.06.005

Nakjin, H., & Lee, S. (2020). A study on the participation intention and herd behavior of domestic securities-type crowdfunding investors: Focusing on planned behavior theory. Asia-Pacific Journal of Business Venturing and Entrepreneurship, 15(2), 1–18. Retrieved from https://koreascience.kr/article/JAKO202014655595400.pa1ff8ge

Paul, J., Modi, A., & Patel, J. (2016). Predicting green product consumption using theory of planned behavior and reasoned action. Journal of Retailing and Consumer Services, 29, 123–134. https://doi.org/10.1016/j.jretconser.2015.11.006

Peiris, T. U. I. (2021). Effect of Financial Literacy on Individual Savings Behavior; the Mediation Role of Intention to Saving. European Journal of Business and Management Research, 6(5), 94–99. https://doi.org/10.24018/ejbmr.2021.6.5.1064

Pérez L. P. Y., & Egea, P. (2019). About Intentions to Donate for Sustainable Rural Development: An Exploratory Study. Sustainability, 11(3), 765. https://doi.org/10.3390/su11030765

Putri, W. W., & Hamidi, M. (2019). Pengaruh literasi keuangan, efikasi keuangan, dan faktor demografi terhadap pengambilan keputusan investasi (studi kasus pada mahasiswa Magister Manajemen Fakultas Ekonomi Universitas Andalas Padang). Jurnal Ilmiah Mahasiswa Ekonomi Manajemen, 4(1), 398–412. Retrieved from https://jim.usk.ac.id/EKM/article/view/10703

Rika, H. (2021). OJK catat pendanaan crowdfunding tumbuh 19 persen. Retrieved from CNN Indonesia https://www.cnnindonesia.com/ekonomi/20210423125053-78-633841/ojk-catat-pendanaan-crowdfunding-tumbuh-19-persen

Rodriguez-Ricardo, Y., Sicilia, M., & López, M. (2018). What drives crowdfunding participation? The influence of personal and social traits. Spanish Journal of Marketing - ESIC, 22(2), 163–182. https://doi.org/10.1108/sjme-03-2018-004

Rosavina, M., Rahadi, R. A., Kitri, M. L., Nuraeni, S., & Mayangsari, L. (2019). P2P lending adoption by SMEs in Indonesia. Qualitative Research in Financial Markets, 11(2), 260–279. https://doi.org/10.1108/qrfm-09-2018-0103

San Martín, H., Hernández, B., & Herrero, Á. (2020). Social Consciousness and Perceived Risk as Drivers of Crowdfunding as a Socially Responsible Investment in Tourism. Journal of Travel Research, 60(1), 16–30. https://doi.org/10.1177/0047287519896017

Setiawan, B., Andrianto, Y., & Safira, F. (2020). Investment Decisions and Investor Experience in Choosing Financial Technology (Fintech) Services: Peer-To-Peer Lending. Proceedings of the 3rd Asia Pacific Management Research Conference (APMRC 2019). https://doi.org/10.2991/aebmr.k.200812.048

Shneor, R., & Munim, Z. H. (2019). Reward crowdfunding contribution as planned behaviour: An extended framework. Journal of Business Research, 103, 56–70. https://doi.org/10.1016/j.jbusres.2019.06.013

Short, J. C., Ketchen, D. J., McKenny, A. F., Allison, T. H., & Ireland, R. D. (2016). Research on Crowdfunding: Reviewing the (Very Recent) past and Celebrating the Present. Entrepreneurship Theory and Practice, 41(2), 149–160. https://doi.org/10.1111/etap.12270

Song, H. J., Lee, C.-K., Kang, S. K., & Boo, S. (2012). The effect of environmentally friendly perceptions on festival visitors’ decision-making process using an extended model of goal-directed behavior. Tourism Management, 33(6), 1417–1428. https://doi.org/10.1016/j.tourman.2012.01.004

Srijanani, D., & Vijaya, T. (2018). A study on impact of gender in investment decisions. Journal of Management Research and Analysis, 5(2), 161–165. https://doi.org/10.18231/2394-2770.2018.0025

Sugiyono, S. (2013). Metode penelitian kombinasi (mixed methods). Bandung: Alfabeta.

Syarfi, S. M., & Asandimitra, N. (2020). Implementasi Theory of Planned Behavior dan Risk Tolerance terhadap Intensi Investasi Peer to Peer Lending. Jurnal Ilmu Manajemen, 8(3), 864-877. https://doi.org/10.26740/jim.v8n3.p864-877

Troise, C., & Tani, M. (2020). Exploring entrepreneurial characteristics, motivations and behaviours in equity crowdfunding: some evidence from Italy. Management Decision, 59(5), 995–1024. https://doi.org/10.1108/md-10-2019-1431

Vismara, S. (2018). Information Cascades among Investors in Equity Crowdfunding. Entrepreneurship Theory and Practice, 42(3), 467–497. https://doi.org/10.1111/etap.12261

Vulkan, N., Åstebro, T., & Sierra, M. F. (2016). Equity crowdfunding: A new phenomena. Journal of Business Venturing Insights, 5, 37–49. https://doi.org/10.1016/j.jbvi.2016.02.001

Wald, A., Holmesland, M., & Efrat, K. (2019). It Is Not All About Money: Obtaining Additional Benefits Through Equity Crowdfunding. The Journal of Entrepreneurship, 28(2), 270–294. https://doi.org/10.1177/0971355719851899

Wasiuzzaman, S., Lee, C. L., Boon, O. H., & Chelvam, H. P. (2021). Examination of the motivations for equity-based crowdfunding in an emerging market. Journal of Theoretical and Applied Electronic Commerce Research, 16(2), 63–79. Retrieved from https://www.mdpi.com/0718-1876/16/2/11

Xu, B., Zheng, H., Xu, Y., & Wang, T. (2016). Configurational paths to sponsor satisfaction in crowdfunding. Journal of Business Research, 69(2), 915–927. https://doi.org/10.1016/j.jbusres.2015.06.040




DOI: https://doi.org/10.18196/mb.v14i1.16494

Refbacks

  • There are currently no refbacks.


Copyright (c) 2023 Evan Yulandreano, Maria Rio Rita

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.



Office: 

Ruang Jurnal Manajemen Bisnis
Gedung Ki Bagus Hadikusuma (E4) Lantai 2, Kampus Terpadu Universitas Muhammadiyah Yogyakarta,
Jalan Brawijaya (Lingkar Selatan), Tamantirto, Kasihan, Bantul, Daerah Istimewa Yogyakarta, Indonesia, 55183
Website: journal.umy.ac.id/index.php/mb - E-mail: mabis@umy.ac.id
Phone: +62 274 387 656 (ext: 118)

Jurnal Manajemen Bisnis is licensed under Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)