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School liking is crucial for children’s education and development. However, limited studies have explored its predictors and outcomes in preschoolers, especially from low socio-economic backgrounds. This three-year longitudinal study examined whether parent- and teacher-child relationships were associated with school liking and whether school liking was further related to early academic skills in 247 rural Chinese preschoolers. Results showed that parent-child warmth was positively associated with school liking, while parent- and teacher-child conflict was negatively associated with school liking. School liking was positively associated with word reading. School liking mediated the relationship between parent-child warmth and word reading. These findings highlight the significance of nurturing relationships in fostering school liking, which may further benefit early academic skills in rural Chinese preschoolers.