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This open access book collects expert contributions on actuarial modelling and related topics, from machine learning to legal aspects, and reflects on possible insurance designs during an epidemic/pandemic. Starting by considering the impulse given by COVID-19 to the insurance industry and to actuarial research, the text covers compartment models, mortality changes during a pandemic, risk-sharing in the presence of low probability events, group testing, compositional data analysis for detecting data inconsistencies, behaviouristic aspects in fighting a pandemic, and insurers' legal problems, amongst others. Concluding with an essay by a practicing actuary on the applicability of the methods proposed, this interdisciplinary book is aimed at actuaries as well as readers with a background in mathematics, economics, statistics, finance, epidemiology, or sociology.
"The ongoing COVID-19 pandemic marks the most significant, singular global disruption since World War II, with health, economic, political, and security implications that will ripple for years to come." -Global Trends 2040 (2021) Global Trends 2040-A More Contested World (2021), released by the US National Intelligence Council, is the latest report in its series of reports starting in 1997 about megatrends and the world's future. This report, strongly influenced by the COVID-19 pandemic, paints a bleak picture of the future and describes a contested, fragmented and turbulent world. It specifically discusses the four main trends that will shape tomorrow's world: - Demographics-by 2040, 1.4 billion people will be added mostly in Africa and South Asia. - Economics-increased government debt and concentrated economic power will escalate problems for the poor and middleclass. - Climate-a hotter world will increase water, food, and health insecurity. - Technology-the emergence of new technologies could both solve and cause problems for human life. Students of trends, policymakers, entrepreneurs, academics, journalists and anyone eager for a glimpse into the next decades, will find this report, with colored graphs, essential reading.
Technology is changing the landscape of the financial sector, increasing access to financial services in profound ways. These changes have been in motion for several years, affecting nearly all countries in the world. During the COVID-19 pandemic, technology has created new opportunities for digital financial services to accelerate and enhance financial inclusion, amid social distancing and containment measures. At the same time, the risks emerging prior to COVID-19, as digital financial services developed, are becoming even more relevant.
In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.
The Office for Budget Responsibility was established to provide independent and authoritative analysis of the UK's public finances. Part of this role includes producing the official economic and fiscal forecasts. This report sets out forecasts for the period to 2015-16. The report also assesses whether the Government is on course to meet the medium-term fiscal objectives and presents preliminary observations on the long-run sustainability of the public finances. Since the June forecast, the UK economy has recovered more strongly than initially expected. The GDP growth was greater than expected in both the 2nd and 3rd quarters, but that unemployment levels have risen to levels that the June forecast did not anticipate until the middle of 2012. In general the world economy has also grown more strongly. CPI inflation has remained slightly higher than expected in June, whilst public finances have performed as forecast. The interest rates on UK debt are lower than in June. The OBR forecasts that the economy will continue to recover from the recession, but at a slower pace than the recoveries of the 1970s, 1980s and 1990s. The publication is divided into 5 chapters with two annexes.
Globalisation and COVID-19 examines how the simultaneous immobilisation of billions created a temporary hold on the mobility which constitutes the very irrigation of globalisation.
Examining issues related to the social regulation of risk, this volume contains essays on the value of life, empirical estimates of the value of life, the rationality of individual responses to risk, the effect of government risk regulation efforts, and the role of the courts and insurance.