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This study explores the significance of self-regulated learning (SRL) skills within an online discussion learning community and investigates their potential relationship to the development of social interaction closeness. The empirical investigation focuses on how student closeness in online discussion evolves over time and how different aspects of SRL skills moderate this temporal trend. Results demonstrate that students' closeness centrality remains unchanged over time, indicating stable development. This observation applies across all levels of SRL skills. The findings highlight the enduring strength of socio-interconnectivity in the learning community, showcasing students as competent and persistent learners in the online networks and communities.