Omar, N.H. et al. 2025. The Impact of Automation Adoption on Employment Structures: A Longitudinal Panel Analysis of Skill-Biased Technological Change in Malaysia’s Manufacturing Sector, 2012-2023. International Journal of Academic Research in Progressive Education and Development. 14, 2 (Apr. 2025), 417–431.