This research systematically examines the literature database from 2001 to 2025, identifying patterns in the factors that influence investment decision and their relationship with individual investors perception. This topic will be addressed in this study. Findings - It was established in the article which documents were most important in this field, along with the journals that published them. It now reveals the publishing trend, and by comparing and contrasting various types of literature, it can better understand how to guide future research. Research limitations or implications - Articles published between 2001 and 2025 are the only ones included in this analysis. Prior research from earlier years may serve as a basis for future investigations. Originality or value - In addition to expanding existing knowledge, the results of this research provide insights into investors mental frameworks and perspectives. Researchers studying the link between individual investors perceptions and their investment decisions might find this review a useful guide for their future studies.