Collaborations The Centre for the New Economy and Society aims to empower decision- making among leaders in business and policy by providing fresh, actionable insight through collaboration with leading experts and data-holding companies. We are pleased to have collaborated with LinkedIn and Coursera this year and thank the following contributors: Coursera Anna Zhao, Data Scientist Eric Karsten, Data Science Manager Maria-Nicole Ikonomou, Director, Global Enterprise Communications LinkedIn Kristin Keveloh, Senior Lead Manager, Public Policy & Economic Graph Programmes Silvia Lara, Data Scientist, Economic Graph Team Matthew Baird, Senior Staff Economist, Economic Graph Research & Insights Séin Ó Muineacháin, Manager, Economic Graph Team Global Gender Gap Report 2023 374