Discussion Papers,
Norwegian School of Economics, Department of Business and Management Science

Abstract: Climate change has posed significant challenges to socioeconomic systems across the world, with the insurance industry at the forefront of facing climate risks. Recognizing the growing importance of climate risk management in insurance practices, this study investigates the impact of weather events on water-related home insurance claims by utilizing a unique dataset from a leading Norwegian insurance company. We propose an effective statistical model to address the zero-inflation and over-dispersion inherent in claim count data and introduce a retrospective approach to reconstruct historical claim profiles leveraging high-resolution weather data. Our results reveal geographical variations in weather-related risks for home insurance in two largest Norwegian cities and identify seasonal patterns in insurance claims. Furthermore, we evaluate both reactive and proactive pricing strategies based on the retrospective analysis, providing actionable insights for insurers to adjust premiums in response to evolving climate risks. This research offers a robust framework for integrating weather data into actuarial modeling and contributes to the adaptation of the insurance industry to a changing climate.

Keywords: Climate risk; weather-related insurance claims; retrospective study; premium pricing

JEL-codes: C34; C40; G22

Language: English

28 pages, January 31, 2025

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