Innovations in Enterprise Risk Management: Risk Aggregation, Dependence, and Efficiency. Enterprise risk management is of critical importance to the successful management of business corporations. The savings from the integrated measurement and management of risk at the enterprise level allowing for diversification in business activities is massive. The Australian insurance and actuarial science profession is highly regarded internationally. Innovative contributions to the rapidly developing are ....Innovations in Enterprise Risk Management: Risk Aggregation, Dependence, and Efficiency. Enterprise risk management is of critical importance to the successful management of business corporations. The savings from the integrated measurement and management of risk at the enterprise level allowing for diversification in business activities is massive. The Australian insurance and actuarial science profession is highly regarded internationally. Innovative contributions to the rapidly developing area of enterprise risk management will benefit Australia by maintaining its high profile at an international level in this newly emerging area. This will lead to increased demand at an international level for Australian graduate students and international research students wishing to study at Australian universities in these disciplines.Read moreRead less
Quantitative Analysis of Systemic Risk in Insurance. This project aims to achieve a contemporary and comprehensive quantitative analysis of systemic risk in insurance. The significance lies in narrowing the gap between the studies of systemic risk in banking and insurance. Expected outcomes include the construction of insurance/reinsurance networks to formalise systemic risk, the analysis of the role of network integration, and the development of pricing frameworks to entail a systemic risk prem ....Quantitative Analysis of Systemic Risk in Insurance. This project aims to achieve a contemporary and comprehensive quantitative analysis of systemic risk in insurance. The significance lies in narrowing the gap between the studies of systemic risk in banking and insurance. Expected outcomes include the construction of insurance/reinsurance networks to formalise systemic risk, the analysis of the role of network integration, and the development of pricing frameworks to entail a systemic risk premium. The project will benefit insurers and regulators by providing a forward-looking approach to monitoring and assessing insurance risk during a systemic crisis. These important original contributions to insurance risk management will help establish Australia’s global leadership in systemic risk.Read moreRead less
Forecasting and Financing Healthy Ageing and Aged Care in Australia. This project aims to quantify future risks of chronic illness and functional disability in retirement, proposing financing strategies aimed at enhancing healthy ageing, lifestyle quality and aged care provisions. The project devotes to devising a framework integrating government and private sector participation in funding health costs which increase significantly in older ages. The expected outcome includes sustainable retireme ....Forecasting and Financing Healthy Ageing and Aged Care in Australia. This project aims to quantify future risks of chronic illness and functional disability in retirement, proposing financing strategies aimed at enhancing healthy ageing, lifestyle quality and aged care provisions. The project devotes to devising a framework integrating government and private sector participation in funding health costs which increase significantly in older ages. The expected outcome includes sustainable retirement income scenarios for easing fiscal pressure from social initiatives such as age pension and aged care financing at the same time improving living standards for seniors. The project expects to place Australia at the forefront of research on sustainable solutions to financial challenges facing retirees.Read moreRead less
Pricing, Solvency and Capital Management in Insurance: New Perspectives from the Integration of Actuarial and Financial Economic Theory. This project will investigate the optimal level of capital, pricing and solvency for an insurance company in an equilibrium framework. It will include research on the impact of extreme events and dependence of risks on fair pricing and efficient use of capital. Billions of dollars of capital are under management in insurance companies in Australia alone. The co ....Pricing, Solvency and Capital Management in Insurance: New Perspectives from the Integration of Actuarial and Financial Economic Theory. This project will investigate the optimal level of capital, pricing and solvency for an insurance company in an equilibrium framework. It will include research on the impact of extreme events and dependence of risks on fair pricing and efficient use of capital. Billions of dollars of capital are under management in insurance companies in Australia alone. The convergence of insurance and financial markets and the recently highlighted importance of events such as the World Trade Centre Disaster on September 11, requires that these issues be addressed in an integrated research program combining actuarial and financial economic theory. New insights and understandings of optimal levels and types of capital and impacts on pricing will result. This is critical to the successful management and regulation of insurance and other financial service organisations.Read moreRead less
Risk and Prudential Regulation and Supervision of Australian Financial Institutions. The project seeks to enhance the effectiveness of prudential regulation and supervision of financial institutions (FIs) by examining the risk of FIs, as reflected in default risk premiums on FI international debt issues and variability of revenue/profitability measures, and the effect of broadening FI activities and the shift towards fee/commission income on FI risk. This forms the basis for the development and ....Risk and Prudential Regulation and Supervision of Australian Financial Institutions. The project seeks to enhance the effectiveness of prudential regulation and supervision of financial institutions (FIs) by examining the risk of FIs, as reflected in default risk premiums on FI international debt issues and variability of revenue/profitability measures, and the effect of broadening FI activities and the shift towards fee/commission income on FI risk. This forms the basis for the development and testing of statistical early warning systems of impending financial problems in Australian FIs. The models are compared with examiner rating systems currently used in prudential supervision.Read moreRead less
Shock model-based framework for modelling correlated large losses. This project aims to develop aggregate risk models by utilizing shock models in reliability theory. It intends to provide a new alternative approach which is more realistic and also mathematically tractable in order to estimate various types of quantities in (re)insurance and operational risk management. The expected outcome includes enhanced capacity by advanced analytical tools to assess correlated and large risks, thus assisti ....Shock model-based framework for modelling correlated large losses. This project aims to develop aggregate risk models by utilizing shock models in reliability theory. It intends to provide a new alternative approach which is more realistic and also mathematically tractable in order to estimate various types of quantities in (re)insurance and operational risk management. The expected outcome includes enhanced capacity by advanced analytical tools to assess correlated and large risks, thus assisting in the management of key risks and improving the effectiveness of risk management. This should benefit the stability of the financial and regulatory systems where large and dependent risks are concerned.Read moreRead less
Modelling claim dependencies for the general insurance industry with economic capital in view: an innovative approach with stochastic processes. This project will develop and enhance multi-dimensional models used to describe and assess the risks borne by general insurers. These innovative methods, which will be directly applicable by the industry, will strengthen the efficiency and the safety of the Australian economy.
Long-term care financing and policy: Insights from a pilot program in China. This project aims to advance global knowledge and policy development around long-term care (LTC) provision by undertaking a comprehensive assessment of alternative funding and provision mechanisms. Drawing on a unique pilot of LTC delivery in China, the project aims to estimate and assess LTC cost and usage, and link this with international experience to quantify the impacts of alternative policy structures. Through met ....Long-term care financing and policy: Insights from a pilot program in China. This project aims to advance global knowledge and policy development around long-term care (LTC) provision by undertaking a comprehensive assessment of alternative funding and provision mechanisms. Drawing on a unique pilot of LTC delivery in China, the project aims to estimate and assess LTC cost and usage, and link this with international experience to quantify the impacts of alternative policy structures. Through methodological advances designed to incorporate the real-time data made available under the pilot, this project aims to deliver significantly improved projections of LTC usage and costs that will be important to governments and the insurance industry, globally. Leveraging a strong partnership between Australian and Chinese researchers, it aims to provide the evidence base needed for policy and industry planning in China, and to advance global knowledge to deal with this challenge.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200101266
Funder
Australian Research Council
Funding Amount
$420,039.00
Summary
Demystifying Puzzles in Retirement Planning. This project aims to investigate optimal retirement planning with stochastic and ambiguous mortality/longevity risks not previously considered in a unifying framework. By using an innovative approach utilising techniques from actuarial science, financial mathematics and stochastic control, this project expects to generate new knowledge in the area of personal longevity risk management. Expected outcome of the project include new insights to several pu ....Demystifying Puzzles in Retirement Planning. This project aims to investigate optimal retirement planning with stochastic and ambiguous mortality/longevity risks not previously considered in a unifying framework. By using an innovative approach utilising techniques from actuarial science, financial mathematics and stochastic control, this project expects to generate new knowledge in the area of personal longevity risk management. Expected outcome of the project include new insights to several puzzling questions in retirement studies. This should provide significant benefits to retirement education for retirees facing the risk of outliving retirement savings, thereby mitigating the pressing challenge caused by population ageing and longevity risk to pension systems in many countries.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100435
Funder
Australian Research Council
Funding Amount
$431,000.00
Summary
Customising weather index insurance for agribusiness using machine learning. This project aims to customise weather index insurance (WII) by utilising machine learning techniques. WII is used as a type of risk management tool in the agriculture sector to transfer risk due to extreme weather events. Significantly this project expects to establish an accurate correlation between insurance payouts and actual losses and thus improve the WII uptake rate. This will effectively support farmers and agri ....Customising weather index insurance for agribusiness using machine learning. This project aims to customise weather index insurance (WII) by utilising machine learning techniques. WII is used as a type of risk management tool in the agriculture sector to transfer risk due to extreme weather events. Significantly this project expects to establish an accurate correlation between insurance payouts and actual losses and thus improve the WII uptake rate. This will effectively support farmers and agribusinesses in Australia to mitigate and adapt to climate change, help reduce the impact of climate change and ensure crop production and food security.Read moreRead less