Evidence from the past
We researched public domain material on causes of Insurance Company failures around the world. We found no examples in which policyholder behaviour was instrumental in bringing about the demise or near-demise of any insurer. However, policyholder behaviour has sometimes featured as a key factor in accelerating such demise once the process is triggered.
This suggests that events of interest are likely to arise as a result of unique combinations of circumstances. This also seems reasonable, since companies (and regulators) generally learn from past events.
In view of this, we expect that the main benefit of studying policyholder behaviour in extreme situations will be to help companies recognise such potential situations more quickly. This should help them take appropriate action to mitigate risks or to exploit new opportunities.
We are examining a range of scenarios that might provoke significant levels of unexpected policyholder behaviour.
It is clearly impossible to consider every extreme situation that might arise. Indeed, situations tend to become extreme precisely because they are unexpected! Nevertheless, we have tried to make our list of scenarios as varied as possible, and are considering:
- Non-financial catastrophes
- Major dislocations of financial markets
- Medical advances
- State intervention in markets
- Social/anthropological change
We are considering policyholder behaviour under these scenarios using insights from behavioural economics. This should help to identify to what extent our intuitive understanding of behaviour in these scenarios might be misleading.
We are investigating ways to model policyholder behaviour in extreme conditions since this will help to:
- Deepen understanding of the dynamics, interactions and key drivers of the situations being studied
- Share understanding of behaviour in as-yet-unobserved situations with a wider audience
- Explore the range of possible outcomes, including unexpected ones
- Identify key drivers of extreme behaviour and any “tipping points"
- Help to recognise warning signs earlier as a scenario unfolds
- Identify and test possible interventions to mitigate or take advantage of an emerging situation.
It will be difficult – if not impossible – to estimate suitable statistical parameters for a stochastic model. It is unclear how any such model’s structure might change under extreme conditions. More fundamentally, we are likely to be interested in variables that stochastic approaches do not usually model explicitly.
We are therefore exploring Agent Based Modelling and Systems Dynamics Modelling – two alternative modelling techniques that might be more helpful.
- 9 November 2017
You might also like
If you want more information about this research working party please contact the Communities Team.
Filter or search events
Cancer incidence and mortality vary by region and socioeconomic status. Modelling the structure development and trends of cancer risk is important for insurance purposes and can impact pricing and reserving in related health insurance fields such as critical illness insurance and care provision.
A panel discussion with investment representatives discussing the impact of investment on climate change and vice versa.
This event is part of The Road to Glasgow: IFoA’s Sustainability Thought Leadership Series which will provide a platform for prominent contributors so that our members and others can understand the perspectives of a wide range of parties interested in the climate debate.
Climate change is one of the greatest risks facing our world today. Addressing it will require multi-faceted solutions. Through this panel session, we will explore the different levers that can be used to meet net-zero targets including climate science and data, government engagement, and mobilising green finance.
How governments and societies collectively respond to the climate crisis is increasingly being analysed through the lens of intergenerational fairness. Our expert panel will assess and explore the extent to which inter-generous fairness is being considered in climate policies, the lessons from those countries who are leading the way on fairness and justice in climate interventions, and more.
This practical course is aimed at actuaries at any stage of their career who want to develop their own growth mindset and apply it to their work setting and personal or professional lifelong learning. The content of the course builds on the lecture given by Dr Helen Wright on Growth Mindset as part of the President’s 2021 Lecture series, and will be delivered over a period of 2 months, from mid-October to early December.
The climate crisis and the degradation of our planet will affect societies everywhere. How we address these threats will require solutions that transcend borders. As a global profession, the actuarial community is well-placed to consider and propose effective risk management solutions to help manage the climate crisis.
Content will be aimed at all actuaries looking to understand the issues surrounding mental health in insurance and in particular those looking to ensure products and processes widen access for, and are most useful to, those experiencing periods of poor mental health.