The Cone of Uncertainty

Timothy L. Coomer, Ph.D.

I wear a lot of hats here at SIGMA and the one that I enjoy the most is the role of teacher and communicator. I am always looking for an opportunity to support our agents/brokers with communication and educational materials. When I hear about a concept that is difficult for our clients to grasp, I attempt to prepare a “one pager” on the concept for our Powered by SIGMA broker portal.

In this blog, we will tackle the concept of "The Cone of Uncertainty." I was familiar with this concept from my days working in the "Star Wars" program that Ronald Reagan kicked off back in the 1980's. But, I had not thought about that term until Michelle Bradley, ACAS, MAAA, one of SIGMA’s consultants, mentioned a concern about whether or not clients fully understand the risk they assume when moving from a low retention to a higher retention. The term “Cone of Uncertainty” popped in my mind and I immediately saw this cool graphic that I thought would be helpful for brokers when explaining the realities of higher retentions.

First, let me set up a small case study for us to think about. You are the broker for a manufacturing firm that is growing rapidly. Three years ago they moved their workers compensation program from a guaranteed cost program to a $100,000 per occurrence deductible plan. After a fairly positive experience, they now want to consider a $500,000 per occurrence plan. For purposes of this simple case we will ignore the aggregate limit.

Typically, in order to make this decision you would look at the expected losses that the employer would retain at the $100,000 deductible and the expected losses the employer would retain at the $500,000 deductible level. Compare this difference in retained losses to the difference in premium and the decision is pretty straight-forward. Or, is it? By increasing the retention you have moved further up into the "Cone of Uncertainty" and have accepted an increased risk in the potential variability of losses.

SIGMA typically communicates this additional risk by completing a confidence interval analysis as part of the actuarial analyses completed for a client. I encourage you to read SIGMA’s Tech Talk: Understanding Confidence Intervals or download a copy of our booklet, Actuarial Advantage. Both can be found in SIGMA's complementary resource portal. Register here.

But, the purpose of this blog is to introduce our first SIGMA Graphic: Understanding the Cone of Uncertainty.

Let's look at the graphic below (also found in our resource portal)

Cone of Uncertainty

As you can see, the concept demonstrated in this graphic is that as you increase retentions you typically are also increasing the potential variability of total cost. This subtle point can be lost sometimes when a client faces the decision to change the retention level. I hope this graphic will help you introduce the topic of increased loss variability at higher retention levels. If you have questions or comments, please email me at TLC@SIGMAactuary.com

Like us on FacebookIf you would like access to this graphic along with all the other resources we have developed, please register (it's free!) at www.SIGMAactuary.com/register

Leave a Reply

Your email address will not be published. Required fields are marked *

Archives

Recent Posts

Evaluating, Establishing, and Optimizing a Captive Insurance Program
Michelle Bradley and Enoch Starnes were recently interviewed by Captive Insurance Times to discuss how to successfully set up and manage a captive program. If you or your organization is considering captive insurance options, you won't want to miss the expert insight found in their recent article. Q...
Read More
Captive Analytical Strategies for Mergers and Acquisitions
In a recent article published by Captive International, Michelle Bradley and Enoch Starnes provide a guide to what needs to be addressed after companies with a captive are acquired or merged. Of the many considerations needed during mergers and acquisitions (M&A), one that may not be clearly def...
Read More
Captive Q&A With XN Captive
Today we are joined by Sam Espinosa, Co-Founder and CMO of XN Captive, who is shedding a light in this Q&A on the advantages of captive solutions, the evolving market, and how businesses can leverage captives to drive growth and resilience. Q1: From your perspective, what role have captive manag...
Read More
A Practical Guide to Navigating Fairness in Insurance Pricing
Rich Moncher recently co-authored a research paper with Jessica Leong and Kate Jordan, and it was published by the Casualty Actuarial Society. Each paper in this research series addresses a different aspect of race and insurance pricing as viewed through the lens of property and casualty insurance, ...
Read More

Subscribe to Our Blog



Copyright © 2023 – 2025 SIGMA Actuarial Consulting Group, Inc. All Rights Reserved.
chevron-down linkedin facebook pinterest youtube rss twitter instagram facebook-blank rss-blank linkedin-blank pinterest youtube twitter instagram