Comparative psychology in African regions has gained increasing attention for its potential to address diverse cultural contexts and psychological phenomena. The study employs ethnographic and cross-cultural research methods to explore psychological traits and behaviors in different Algerian communities. These findings underscore the importance of culturally tailored interventions in psychological research. Future studies should consider integrating community feedback to enhance cultural relevance and applicability.