Allianz Global Corporate & Specialty: ESG Parameters for Predictive Modelling of D&O Exposures
Corporations around the world find themselves under increasing public scrutiny regarding their environmental, social and governance (ESG) performance. Firms are expected to measure a large number of non-financial performance indicators, ranging from the amount of pollutants they emit over the quality of corporate governance to employee wellbeing.
There is increasing scientific evidence that companies with favorable ESG metrics outperform their less sustainable peers in many dimensions. More sustainable companies manage to attract better employees and motivate their workforce; they gain a reputation advantage over their competitors; and they attract less regulatory and fiscal backlash. On the other hand, AGCS sees more claims emanating from 'bad news' events which are often driven by ESG factors such as poor governance standards, human exploitation in the supply chain or corporate failure to address climate change with adequate strategies.
Non-financial KPIs highly relevant
Whereas the benefits of ESG analysis for investors is widely publicized and institutional asset managers make heavy use of a number of sustainable investing approaches, there is no research on the relationship between companies' sustainability and ESG parameters and the risk they pose to their insurers, particularly in the Director's and Officer's (D&O) Insurance segment.
In order to fill this gap,
The results show that ESG and Quality Parameters are far more than just tools to achieve social and environmental progress. Across the board, ESG parameters have a highly significant predictive power for all types of harmful and loss events. Our data show that there is a strong correlation between sustainability data and the probability of events that cause financial or reputational harm to a company as well as damage to society as a whole. Such events could ultimately trigger D&O claims.
As a next step of their cooperation,
" D&O claims are coming from all angles and we need to be nimble to adjust our underwriting approach to be more data driven and predictive model based "
Claus Duerndorfer, MD and founder The
Dedicated ESG expertise
AGCS is the Center of Competence for ESG for the Property & Casualty business in


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