Climate change poses a serious risk for insurance firms, threatening their sustainability from numerous channels of impact. Assessing this impact, however, is not straightforward. We assess and distinguish between insurance firms by impact and response to climate change and relate the firms' financial characteristics to climate risk exposure. A text mining approach using climate change sub-dictionaries on risk exposure, impact, and response, and a nested feature extraction method is developed to define and classify insurance firms' adaptation levels to climate change. These features reveal that casualty insurance firms are most susceptible to acute climate risk, while life insurance firms are more prone to chronic climate risk. Insurance firms with the highest exposure to climate change present a high level of adaptation to pecuniary impact of the risk. Nevertheless, many firms with exposure remain inadequately prepared for climate change and firms with high exposure show relatively higher financial weakness.
机构:
Univ Tsukuba, Grad Sch Life & Environm Sci, Tsukuba, Ibaraki, JapanNatl Inst Agroenvironm Sci, Agrometeorol Div, Tsukuba, Ibaraki 3058604, Japan
Hayashi, Yousay
Kimura, Fujio
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Univ Tsukuba, Grad Sch Life & Environm Sci, Tsukuba, Ibaraki, Japan
Frontier Res Ctr Global Change, Yokohama, Kanagawa 23600001, JapanNatl Inst Agroenvironm Sci, Agrometeorol Div, Tsukuba, Ibaraki 3058604, Japan
机构:
BlackRock Inc, Aladdin Sustainabil Lab, New York, NY USABlackRock Inc, Aladdin Sustainabil Lab, New York, NY USA
Bowman, Lera
Hu, Dapeng
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BlackRock Inc, Aladdin Sustainabil Lab, New York, NY USABlackRock Inc, Aladdin Sustainabil Lab, New York, NY USA
Hu, Dapeng
Hu, Mark
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BlackRock Inc, Aladdin Sustainabil Lab, New York, NY USABlackRock Inc, Aladdin Sustainabil Lab, New York, NY USA
Hu, Mark
Madaan, Amit
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机构:
BlackRock Inc, Aladdin Sustainabil Lab, London, EnglandBlackRock Inc, Aladdin Sustainabil Lab, New York, NY USA
Madaan, Amit
da Silva, Antonio Baldaque
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BlackRock Inc, Aladdin Sustainabil Lab, New York, NY USA
BlackRock Inc, Aladdin Sustainabil Lab, London, EnglandBlackRock Inc, Aladdin Sustainabil Lab, New York, NY USA
机构:
Potsdam Institute for Climate Impact Research, PO Box 60 12 03, PotsdamPotsdam Institute for Climate Impact Research, PO Box 60 12 03, Potsdam
Hansen G.
Stone D.
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机构:
Lawrence Berkeley National Laboratory, Mail Stop 50F-1650, 1 Cyclotron Road, Berkeley, 94720, CAPotsdam Institute for Climate Impact Research, PO Box 60 12 03, Potsdam