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SUMMARY:Assessing indirect business risk from climate change - Daoping Wan
 g\, University of Cambridge
DTSTART:20221104T130000Z
DTEND:20221104T140000Z
UID:TALK183269@talks.cam.ac.uk
CONTACT:Madeline Lisaius
DESCRIPTION:Increasingly complex linkages of the global economy can be a c
 hannel for the propagation of negative climate-related shocks with the pot
 ential to deteriorate resilience and sustainability in societies. Given pr
 ojected increases in disaster risks due to climate change\, developing mod
 els that more accurately simulate the propagation of shocks through econom
 ic networks becomes crucial for designing effective prevention and recover
 y strategies. Except for some studies that use macroeconomic models to ass
 ess indirect risk at the sectoral level\, indirect risk at the firm level 
 is rarely well quantified. In this work\, I propose an indirect risk asses
 sment approach that bridges macroeconomics and microenterprises. This appr
 oach divides the indirect risk of enterprises into two parts: the average 
 risk of the industry determined by the characteristics of the industry to 
 which the enterprise belongs\, and the risk coefficient determined by the 
 characteristics of the enterprise itself. We use an agent-based model equi
 pped with general equilibrium theory to evaluate the former\, and machine 
 learning techniques to evaluate the latter. On top of a more comprehensive
  risk assessment\, the proposed approach provides a modeling framework for
  analyzing the indirect risk face by specific firms.\n\nDaoping Wang is a 
 Hoffmann Research Fellow at the University of Cambridge. He worked with ac
 ademics from the Department of Computer Science and Technology and the Jud
 ge Business School at the University of Cambridge\, to explore the applica
 tion of AI technologies in climate risk assessment and governance\, especi
 ally the indirect risk propagated on global supply-chain networks. He is a
 lso in collaboration with the Centre for Climate Engagement in Hughes Hall
  and the World Economic Forum to bring knowledge on global climate governa
 nce to policymakers\, stakeholders\, and the general public.
LOCATION:Seminar time is 1pm BST in Room FW 11\, Willam Gates Hall. Zoom l
 ink: https://cl-cam-ac-uk.zoom.us/j/4361570789?pwd=Nkl2T3ZLaTZwRm05bzRTOUU
 xY3Q4QT09&amp\;from=addon 
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