Purpose: This study systematically reviews existing research on early warning systems (EWS) for stock market crises. with a particular focus on the role of investor sentiment in enhancing prediction and mitigation efforts. Method: This study employed a systematic literature review (SLR) methodology. analyzing 32 peer-reviewed articles published between 2015 and 2024. https://shopredoners.shop/product-category/originals-beanie/