19 résultats pour « riskmitigation »

Reinsurance and Sustainability: Evidence From International Insurers

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"In this article we analyze a sample of international #insurers between 2013 and 2022, and show that the purchase of #reinsurance is negatively related to their #sustainability, as measured by #esg scores. Furthermore, we illustrate that insurers' losses decrease with higher levels of reinsurance and sustainability. However, while reinsurance brings down insurers' profitability, sound ESG scores are related to lower expenses and increasing profitability. Our interpretation is that strong ESG profiles may serve as a cheaper alternative to reinsurance for #riskmitigation."

How Crime Shapes Insurance and Insurance Shapes Crime

Examines the relationship between #crime and #insurance, with a focus on the role of #governance, #riskassessment and #riskmanagement, #crimeprevention, #securitytechnology, #behavioraleconomics, #theft, #kidnap and #hijack for ransom, #fraud, and #ransomware. It analyzes five case studies to identify a co-evolutionary process in which #insurers collaborate with insureds, governments, and #thirdparty to #mitigaterisk, particularly when criminal innovations destabilize the #insurancemarket.

Uncovering The Source of Machine Bias

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"By comparing the decisions output by diverse settings, we find that ML algorithms can mitigate both the preference-based bias and the belief-based bias, while the effects vary for new and repeated applicants. Based on our findings, we propose a two-step human-AI collaboration framework for practitioners to reduce decision bias most effectively."