• Improve teachers’ insights in evidence-informed design principles for effective teaching methods in higher education. • Contribute to the quality and impact of continuous professional development (CPD) initiatives for higher education teachers. • Harness the use of digital technologies in extended CPD initiatives by using Artificial Intelligence (AI) technology to create an interactive feedback tool for higher education teachers.