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Chemistry Education Research examines inquiries related to chemistry instruction and knowledge acquisition. These investigations employ diverse qualitative and quantitative approaches. Scholars in this field study numerous aspects, such as learners' comprehension of chemical principles and the mental and emotional obstacles that hinder their proficiency. The discipline also involves creating assessment tools to evaluate cognitive and emotional factors influencing chemistry learning. Equally significant is applying research outcomes to revolutionize chemistry teaching settings, course content, and instructional methods. Our work builds upon extensive expertise in the subject combined with techniques drawn from science education, learning psychology, and cognitive studies.