1. Linking Risk Models to Microeconomic Indicators
- Author
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Anttila‐Hughes, Jesse and Sharma, Mohan
- Subjects
MEASURES ,INDICATORS ,HEAT WAVES ,STORM ,ECONOMIC GROWTH ,REINSURANCE ,DISASTER EVENTS ,NATURAL SCIENCES ,MODELING ,DISASTER REDUCTION ,SPACE ,POLICY MAKERS ,LAND USE ,DAMAGE ,INCOME ,TROPICAL CYCLONE ,ENVIRONMENTAL DISASTER ,ENVIRONMENTAL CATASTROPHE ,EARTHQUAKES ,BUILDING CODE ,SCIENCE ,CATASTROPHIC NATURAL DISASTERS ,BANK ,PROBABILITY DISTRIBUTIONS ,FARMERS ,PHYSICAL DAMAGES ,DISASTER RESPONSE ,MODELS ,DISASTER TYPE ,DEVELOPMENT ECONOMICS ,FIELD RESEARCH ,MARKETS ,FINANCE ,METHODOLOGIES ,FLOOD ,BUILDING CODES ,RECONSTRUCTION ,VALIDITY ,DUST BOWL ,MEDICINE ,CYCLONES ,THEORY ,SCIENCES ,RISKS ,NATURAL HAZARDS ,RESPONSE TO DISASTER ,CELLULAR PHONE ,MARKET ,ECONOMIC CONDITIONS ,METHODOLOGY ,VOLCANOES ,DROUGHTS ,NATURAL PHENOMENA ,STORM SURGE ,CLIMATE CHANGE ,FLOODING ,RESEARCH ,ECONOMIC ACTIVITY ,STORMS ,WIND SPEED ,CLIMATE VARIABILITY ,TYPHOONS ,PORTFOLIO ,HURRICANES ,NEGOTIATION ,SURVEY DATA ,FAT TAIL ,EARTHQUAKE ,DROUGHT ,VALUE ,RISK ,ESTIMATES ,PROBABILITY DISTRIBUTION ,POLICIES ,METHODOLOGICAL ISSUES ,MANMADE DISASTER ,TROPICAL CYCLONES ,POLICY ,VOLCANO ,TIME ,VARIABILITY ,FATALITIES ,DISASTERS ,EFFECTS ,INSURANCE ,RESEARCHERS ,OUTBREAKS ,NATURAL DISASTERS ,IMPACT OF DISASTERS ,POLICY RESPONSE ,CYCLONE INTENSITY ,TSUNAMI ,VOLCANIC ERUPTIONS ,ESTIMATING ,TECHNIQUES ,DISASTER RISK FINANCING ,TSUNAMIS ,DAMAGES ,INVESTMENT BEHAVIOR ,DISASTER‐PRONE AREAS ,FALLOUT ,DISASTER ,CLIMATE ,DISASTER RISK ,SIZE ,INSURANCE MARKETS ,ERUPTIONS ,IMPACTS OF CLIMATE CHANGE ,DISASTER TYPES ,RESEARCH WORKING PAPERS ,ENVIRONMENTAL ECONOMICS ,RISK EXPOSURE - Abstract
Catastrophe risk models are quantitative models used to estimate probabilistic loss distributions for a specified range of assets subject to a baseline level of disaster risk. While cat risk models are used extensively by the insurance and reinsurance industry to estimate expected losses to insured assets, their ability to estimate damages outside of a narrow range of physical assets such as buildings or infrastructure is still limited. This paper first provides a brief outline of cat risk models as they currently exist, and then outlines the major econometric issues involved in incorporating research from the growing literature on the microeconomic impacts of disasters into a cat model framework. Attention is specifically drawn to issues arising from the generally low recurrence frequencies of disasters, the likely role of difficult-to-document indirect damages in influencing total disaster costs, and issues related to generalizing disaster response functions across different domains. The paper ends by noting the large discrepancy between the current state of the literature on disaster impacts on microeconomic indicators and the level needed for adequate cat risk model performance, and suggests means of closing that gap as well as potential areas for future research.
- Published
- 2015