Ms. Joanne Khabsa is the coordinator of the American University of Beirut (AUB) GRADE center. She is a pharmacist and holds a Master of Public Health with a concentration in Epidemiology and Biostatistics from AUB. Her research interests include methods of guideline development and adaptation, conflict of interest, interest-holder engagement, and living approaches to guideline development and evidence synthesis. She is a member of the GRADE working group and of the Multi-Stakeholder Engagement (MuSE) in Guideline Development and Evidence Synthesis core teams. She is also an Objective Coordination Lead of the Cochrane Methods Equity group.