Social Influence as a Moderator of Cognitive Biases and Market Sentiment in Digital Gold Investment: Tring! Users in Denpasar
DOI:
https://doi.org/10.61132/jepi.v4i4.2835Keywords:
Cognitive Bias, Digital Gold Investment, Market Sentiment, Social Influence, Tring!Abstract
Digital gold micro-investment platforms have made gold accessible to retail investors, yet investment decisions on these platforms are not driven by rational fundamentals alone. This study examines the effect of heuristic behavior, market sentiment, and overconfidence bias on digital gold investment decisions, and tests whether social influence moderates these relationships among Tring! application users in Denpasar. A quantitative, causal-associative design was applied using a five-point Likert-scale questionnaire distributed through an online survey to respondents selected by purposive sampling (domiciled in Denpasar, active Tring! users for at least six months, and with a steady income). The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS. The results show that heuristic behavior, market sentiment, and overconfidence bias each have a positive and significant effect on digital gold investment decisions, and that social influence significantly strengthens all three relationships. The model explains 67.3% of the variance in investment decisions and shows strong predictive relevance (Q²predict = 0.588). These findings highlight the role of the social environment in amplifying the psychological drivers of investment behavior in digital micro-investment ecosystems.
Downloads
References
Adhytya, A. H. Q., & Rafik, A. (2026). What drives retail investors’ decisions in the Indonesian market? Understanding the role of cognitive and social biases. Journal of Enterprise and Development, 8(1), 131–145. https://doi.org/10.20414/jed.v8i1.15072
Ali, F., Sayal, A., Suri, P., Chauhan, S., & Ahmad, V. (2024). Decoding investor sentiments in the Indian stock market: A structural equation modelling approach [Data set]. Figshare. https://doi.org/10.6084/m9.figshare.27021937
Balipuspanews. (2022). Pegadaian Kanwil VII Denpasar catat kinerja tumbuh positif, perkuat sinergi media dan literasi keuangan. https://www.balipuspanews.com/pegadaian-kanwil-vii-denpasar-catat-kinerja-tumbuh-positif-perkuat-sinergi-media-dan-literasi-keuangan.html
Bharti, Soti, N., & Kumar, A. (2025). Thematic review and discussion of research on herd behavior in capital markets: Highlighting the gaps and proposing future research avenues. SAGE Open, 15(1), Article 21582440251319995. https://doi.org/10.1177/21582440251319995
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). SAGE Publications.
Haritha, P. H. (2024). The effect of heuristics on Indian stock market investors: Investor sentiment as a mediator. Management and Labour Studies, 49(1), 43–61. https://doi.org/10.1177/0258042X231170745
Kahneman, D., & Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica, 47(2), 263–291. https://doi.org/10.2307/1914185
Kleine, J., Peschke, T., & Wuschick, A. (2022). Donald Duck: A narrative that embeds behavioral finance? Studies in Economics and Finance, 39(5), 737–753. https://doi.org/10.1108/SEF-12-2021-0521
Kurniawati. (2023). Minat investasi nasabah pada fitur tabungan e-mas digital BSI Mobile di Bank Syariah Indonesia. Widya Balina, 8(2), 981–991. https://journal.staidenpasar.ac.id/index.php/wb/article/view/412
Mnif, E., Salhi, B., Trabelsi, L., & Jarboui, A. (2022). Efficiency and herding analysis in gold-backed cryptocurrencies. Heliyon, 8(12), Article e11982. https://doi.org/10.1016/j.heliyon.2022.e11982
Prihanto, A. P., & Risman, A. (2025). The behavioral finance of the digital gold market: Heuristics, overconfidence bias, and market sentiment. The Indonesian Accounting Review, 15(1), 37–46. https://doi.org/10.14414/tiar.v15i1.4882
Ramadhan, N. R. N., & Kusuma, P. J. (2025). Comparative volatility analysis of gold and Bitcoin as conventional and digital assets (2020–2025). Proceeding of the International Conference on Management, Entrepreneurship, and Business, 2(2), 561–567. https://doi.org/10.61132/icmeb.v2i2.353
Sahabat Pegadaian. (2025). Berapa kenaikan harga emas per tahun? Cek presentasenya! PT Pegadaian. https://sahabat.pegadaian.co.id/artikel/emas/kenaikan-harga-emas-per-tahun
Singh, A., & Biswas, A. (2024). Dissecting investment frequency: Examining the role of social influence, investors’ perception of gender discrimination, involvement, access to information and risk tolerance. Social Responsibility Journal, 20(10), 2212–2236. https://doi.org/10.1108/SRJ-11-2023-0671
Skwarek, M. (2025). Why do investors behave irrationally in the cryptocurrency and emerging stock markets? SAGE Open, 15(3), Article 21582440251361212. https://doi.org/10.1177/21582440251361212
Tahir, A. N., & Danarsari, D. N. (2023). App-based investment platform and investment decision making: A study of retail investor behavior in Indonesia. Eduvest–Journal of Universal Studies, 3(7), 1258–1272. https://doi.org/10.59188/eduvest.v3i7.859
Taylor, Z. (2024). Behavioral finance: Investor psychology and market outcomes. International Journal of Finance, 9(4), 21–34. https://doi.org/10.47941/ijf.2113
Wahyunita, Hariyanto, M., & Al Basry, M. (2025). Praktik investasi emas digital di aplikasi Dana dalam perspektif hukum Islam: Studi kasus di Universitas Islam Batang Hari. Akuntansi Pajak dan Kebijakan Ekonomi Digital, 2(3), 276–293. https://doi.org/10.61132/apke.v2i3.1454
Wahyunita, Hariyanto, M., & Al Basry, M. (2025). Praktik investasi emas digital di aplikasi Dana dalam perspektif hukum Islam: Studi kasus di Universitas Islam Batang Hari. Akuntansi Pajak dan Kebijakan Ekonomi Digital, 2(3), 276–293. https://doi.org/10.61132/apke.v2i3.1454
Zafar, S., Ashraf, S., & Raza, T. (2024). The investment decision-making: Understanding overconfidence, herding and risk aversion among individual investors. Journal of Social Sciences Development, 3(1), 32–44. https://doi.org/10.53664/JSSD/03-01-2024-03-32-44
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Jurnal Ekonomi dan Pembangunan Indonesia

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






