Description: The Society of Actuaries Research Institute commissioned this study to highlight the leading emerging technologies that may significantly affect the actuarial profession over a three-year horizon. This study will act as a guide and a resource for actuaries or potential employers to identify the prospective tools to enhance or expand actuarial work, for people collaborating with actuaries who may be affected by these technologies, and for leaders looking to enable teams employing actuaries through the introduction of these tools. It’s noted that actuaries should embrace technologies that enhance the remote working experience within their internal teams and across departments by investigating functionalities beyond messaging and video calls. Actuarial organizations and employers should examine technologies where there is a wide range or gap in maturity and familiarity and evaluate whether a knowledge gap exists and whether any gap is due to lack of education and training.

Description: Summary in Simplified Chinese

Description: Report Summary in Simplified Chinese.

Description: Because of its complexity, ensuring the security of cyberspace is one of today’s most significant challenges. As the cyber environment becomes more integrated with the real world, the direct impact of cybersecurity incidents on business is also heightened. This study aims to develop a generic model that can be applied by any organization. For the validation of the developed cyber risk analysis method, simulations and sensitivity analysis will be performed.

Description: Winning essays form the Actuarial Practice Innovation Call for Essays.

Description: Winning essays form the Actuarial Practice Innovation Call for Essays.

Description: The scope of this paper is to provide a technical overview of the tools and disciplines currently in AI as well as the forces at work that financial institutions such as insurance companies are using to modernize their analytical processes.

Description: In this report, we will try to provide an in-depth review of current Machine Learning and Deep Learning models and will explain how those models works and their possible applications in the actuarial field. The recent studies and successes from the industry will also be discussed. We intend to bring more actuaries onboard about those technologies and start to think about how to bring them into our daily work.

Description: Actuarial modeling has gone through several distinct phases largely defined by the underlying technology platform. Today, cloud computing is again redefining the technology foundations of actuarial modeling and related processes.

Description: This literature review provides insights on emerging technologies that interact with the actuarial profession within the space of microinsurance for the purpose of establishing a frame of reference for actuaries to use in their work. Furthermore, it intends to spark readers’ interest in, and create a vision for, how microinsurance and its associated technologies may impact the actuarial industry in the future.

Description: This research examines the intersection of US insurance ratemaking and analytics techniques in advanced modern rating systems and associated regulatory considerations in the US.

Description: Presentation given to the Chicago Actuarial Association in October 2015 on the activities of the Committee on Post Retirement Needs and Risks.

Description: Research report that explores key factors associated with an insurer’s reputational risk and conditions that would generate incentives for insurers to behave in a way that causes loss of their positive reputation.

Description: This is a 2006 draft of SOA Accreditation of Academic Actuarial Science Programs that was offered for review and comments. From Actuarial Research Clearing House, 2006.

Description: This paper examines the Australian actuarial qualification process from the perspective of what makes a good education system, and notes that there are a number of constraints imposed by the profession that impair the quality of students’ learning outcomes. The paper goes on to suggest how these pitfalls might be avoided in the interests of providing future actuaries with an opportunity to develop the attributes they will need for their professional careers. From Actuarial Research Clearing House, 2006.

Description: This paper shows at a relatively low cost, computer assisted instructional techniques can materially improve both classroom instruction and independent study. This discussion is limited to the material used in a Penn State mathematics of finance course. From Actuarial Research Clearing House 1993, VOL. 1.

Description: This paper presents a unifying non-Bayesian statistical method for incorporating prior information into the determination of probability distributions and other finite measures and develops the statistical properties of this method together with actuarial applications. A discussion of the paper follows. From Transactions of Society of Actuaries 1991, Vol. 43.

Description: This paper contains personal reflections by Cecil Nesbitt of his 60 years as an actuarial student, teacher, practitioner and researcher to highlight actuarial highlights in North America since 1900. This article is not intended to be a definitive history of actuarial science developments in North America since the beginning of the century. Instead, readers should turn first to 'Actuarial Mathematics' [Proc. Symp. Appl. Math. 35, 1986] and peruse it alongside this article to gain detailed, introductory overviews of the diverse actuarial models that will be mentioned in this paper. The non-exhaustive list of references at the end of this paper is selected to aid such review by pointing the way to other more complete lists in regard to various topics mentioned herein. From Actuarial Research Clearing House 1990, Vol.1.

Description: This is the index to Volume 26 of Transactions of Society of Actuaries 1974, Vol. 26, Pt. 1, No. 76.