The document summarizes a study that investigated how cultural background, relationship satisfaction, and familiarity influence perceptual understanding between oneself and others. 139 participants from individualistic and collectivistic cultures completed questionnaires measuring asymmetric insight and relationship satisfaction regarding three individuals - one with a satisfied relationship, one neutral, and one unsatisfied. While no main effects were found for culture or familiarity, there was a significant interaction - those from individualistic cultures showed greater asymmetry in understanding others from their own culture, while collectivistic cultures showed similar understanding of others regardless of cultural background. The study aimed to expand on past research showing cultural and relationship factors influence perceptual biases between self and other.