Investor psychology significantly influences value investment strategies, affecting decision-making through biases like overconfidence, fear of missing out, and loss aversion. Understanding these psychological factors, along with emotional regulation and sentiment analysis, can enhance investment performance and promote disciplined, informed decision-making in volatile markets.