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Beyond Knowledge: The Moderating Role of Investment Literacy in Biases and Irrational Investment Decision-Making Wahyu Febri Ramadhan Sudirman; Rinda Fithriyana; Mohd Winario; Nana Sari; Puji Ananda Irvan
Journal of Economics, Entrepreneurship, Management Business and Accounting Vol 4 No 4 (2026): Volume 4, Issue 4, July 2026
Publisher : CV. Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61255/jeemba.v4i4.1113

Abstract

Purpose – This study investigates irrational investment behavior among individual stock investors in the Indonesian capital market, with particular attention to the role of investment literacy. Grounded in behavioral finance theory, the research examines how cognitive biases—namely availability bias, overconfidence bias, and herding bias are associated with irrational investment decision-making and assesses whether investment literacy moderates these relationships. As an additional analysis, the study also explores potential gender differences in the proposed relationships. Design/methodology/approach – This study employed a quantitative research design and utilized Partial Least Squares Structural Equation Modeling (PLS-SEM) to examine the relationships among the proposed constructs and test the moderating effects. Data were collected from 756 Indonesian stock investors through structured online and offline questionnaires. CMB preventive strategies were implemented to reduce the risk of common method bias (CMB). Findings – The results show that while investing literacy was inversely correlated with irrational investment decision-making, availability bias, overconfidence bias, and herding prejudice were favorably correlated. Additionally, the association between availability bias and irrational investment decision-making was considerably mitigated by investment literacy; a lesser relationship between availability bias and irrational investment decision-making was linked to higher levels of investment literacy. The associations between herding bias and overconfidence bias, however, were not substantially mitigated by financial literacy. There were no discernible variations between male and female investors in the structural linkages analyzed, according to the supplementary Multi-Group Analysis (MGA), indicating that the observed associations function equally across gender groups. Originality/Value – This study adds to the body of research on behavioral finance by showing that investment literacy plays a crucial boundary condition in the relationship between availability bias and irrational investment decision-making, but it has no discernible moderating effect in the relationships between herding bias and overconfidence bias. The study offers a more comprehensive understanding of the circumstances in which financial knowledge is linked to lower levels of irrational investment decision-making by incorporating cognitive biases, objective investment literacy, and an additional gender-based comparison within an emerging market setting
The Influence of Electronic Word of Mouth (E-WOM) and Consumer Trust on Purchase Decisions in the Shopee Marketplace Among Generation Z Efti Novita Sari; Aryadi Aryadi; Nana Sari; Habibah Tun Nisyah; Agung Gunawan
Journal of Financial and Business Vol 3 No 1 (2026)
Publisher : Global Sustainability Research Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63453/jfb.v3i1.82

Abstract

the rapid growth of e-commerce has changed consumer purchasing behavior, particularly among generation z, who rely heavily on digital information before making purchasing decisions. electronic word of mouth (e-wom) and consumer trust have become two important factors influencing online purchasing behavior in marketplace platforms. this study aims to examine the influence of electronic word of mouth (e-wom) and consumer trust on purchase decisions in the shopee marketplace among generation z. this research employed a quantitative approach with an explanatory research design. data were collected through an online survey using a structured questionnaire distributed to generation z consumers who had previously made purchases through shopee. the sampling technique used was purposive sampling, and the data were analyzed using multiple linear regression analysis. the findings reveal that electronic word of mouth (e-wom) has a positive and significant effect on purchase decisions. likewise, consumer trust positively and significantly influences purchase decisions and emerges as the more dominant factor in shaping consumers' purchasing behavior. these findings indicate that although generation z actively uses online reviews, ratings, and recommendations as sources of information, their purchasing decisions are largely determined by their level of trust in the marketplace and sellers. this study contributes to the literature on digital consumer behavior and provides practical implications for e-commerce platforms and online sellers in developing strategies to improve consumer trust and effectively manage electronic word of mouth in order to encourage purchasing decisions.