1、THE CYBER PROBLEMCauses and Consequences of the Rise in Cyber Skill DemandCiti is one of the worlds largest financial institutions,operating in all major established and emerging markets.Across these world markets,our employees conduct an ongoing multi-disciplinary conversation accessing information

2、,analyzing data,developing insights,and formulating advice.As our premier thought leadership product,Citi GPS is designed to help our readers navigate the global economys most demanding challenges and to anticipate future themes and trends in a fast-changing and interconnected world.Citi GPS accesse

3、s the best elements of our global conversation and harvests the thought leadership of a wide range of senior professionals across our firm.This is not a research report and does not constitute advice on investments or a solicitations to buy or sell any financial instruments.For more information on C

4、iti GPS,please visit our website at GPS:Global Perspectives&SolutionsMarch 2023 Citi GPS:Citi GPS:Global Perspectives&Solutions March 2023 Primary Authors Pantelis Koutroumpis is the Lead Economist on the Programme on Technological and Economic Change at the Oxford Martin School.Panteliss main resea

5、rch interests are industrial economics,innovation,telecommunications economics,and regulation.He is a member of the editorial board of Telecommunications Policy and has published in several journals including the Journal of Economic Literature,Journal of the European Economic Association,and Economi

6、c Policy,among others.Farshad Ravasan is a Research Economist at the University of Oxford.In 2019,he joined the Oxford Martin School and became a core member of the Oxford Martin Programme on Technological and Economic Change.He received his Ph.D.in Economics from the Paris School of Economics.Tahey