More than 3,000,000 underwriting decisions are made each year by 69色情片鈥檚 human underwriters and 69色情片鈥檚 proprietary underwriting rules engine, AURA.
Despite this vast array of case studies to draw upon, a new life insurance application just came in that is particularly confounding. An insurable need can certainly be justified 鈥 if ever there was a 鈥渒ey person鈥 risk this is it 鈥 but given the applicant鈥檚 extremely advanced age and less-than-stellar risk profile, the path to an accurate assessment is murky at best. Fortunately, we can tap into the insights found in 69色情片鈥檚 recent research publications and webcasts to provide some guidance.
Age
Let鈥檚 start with the elephant in the room: Mr. Kringle is old鈥eally, really old.
In fact, the applicant isn鈥檛 even sure exactly how old he is, but we did find a historical reference1 that dates him to at least 1823. Regardless, the applicant has already survived well beyond even the most generous actuarial tables, so we鈥檒l need to explore the unique factors impacting older-age mortality: cognitive function, physical function, and social engagement.
Based on available evidence Santa still seems mentally as bright as Rudolph鈥檚 nose. He is able to maintain a meticulous inventory of the naughty and nice (and even check it twice) and has the cognitive capacity to oversee the operational logistics of a ginormous global toy manufacturing and delivery enterprise. Alarmingly, he was once confined to Bellevue hospital for mental illness; however, a subsequent court hearing involving evidence presented by the U.S. Post Office found him to be of sound mind2. Physically, despite his weight, he seems quite spry. He squeezes down chimneys and lugs heavy bundles of toys without any evidence of falls or gait disturbances. Finally, his marital status, time with elvish coworkers, volunteerism, pet reindeer ownership and overall jolliness are all favorable indicators of social engagement. All in all, Santa seems to be working and playing with the vigor of someone several centuries his junior.
1.鈥淎 Visit from St. Nicholas.鈥 Retrieved from Wikipedia 2.鈥淢iracle on 34th Street.鈥 Retrieved from IMDB.
Build
Santa鈥檚 fondness for sweets is well-documented.
At an average of 2.73 cookies per household (adjusting for crumbs left on the plate), Santa consumes approximately 50 billion calories each December 24 in the U.S. alone.
Not surprisingly, Clement Moore describes St. Nicholas as 鈥渃hubby and plump,鈥 and every image of Santa seems to confirm his suboptimal waist-to-hip ratio. Although this extra layer of subcutaneous insulation is undoubtedly useful during frigid North Pole nights, his heavy weight will weigh heavily on our analysis of the big guy鈥檚 insurability.
A myriad of risks are associated with obesity, including heart disease and diabetes, so Santa should consider increased physical activity, caloric restriction, or even surgical interventions. Without a meaningful commitment to lifestyle changes, however, the right jolly old elf may be eternally destined to shake like a bowlful of jelly.
Electronic Databases
We queried a variety of electronic databases with proven protective value. Unfortunately, we didn鈥檛 learn much.
Because individuals with severe motor vehicle violations have nearly 70% higher-than-average all-cause mortality, we were initially encouraged when Santa鈥檚 motor vehicle report came back clean. Upon closer reflection, though, what sort of police officer would issue a citation to Santa Claus? The prescription history query service was also unable to locate any information about Mr. Kringle in its network of pharmacy data sources.
The 鈥渘o hit鈥 cohort generally has 15% higher-than-average mortality, but we suspect that Santa might just fill his prescriptions outside the U.S. The MIB query found no prior insurance application activity. This lack of information actually gives us a modicum of comfort since individuals with extended application activity are more than twice as likely to lapse their policies in the first two durations. Consumer credit attributes are also strongly correlated with mortality and persistency risk 鈥 and Santa does have a somewhat sketchy source of income 鈥 but as with the other databases, the credit check came back empty. In summary, none of the data providers were able to find any record of Kris Kringle. If I didn鈥檛 know better, I might question whether he really exists.
Behavioral and Occupational Risks
Although we weren鈥檛 able to ascertain a lot about the applicant鈥檚 risk history from the databases, we can infer something from his behaviors
We know that Santa was once a pipe smoker, but thankfully he has kicked that habit.3 Additionally, although he is an experienced aviator, we know that engine-less aircraft such as the one he flies have the highest accident and mortality rates. His risk will also vary dramatically when traveling from country to country as he may be exposed to poor sanitation, violent crime, environmental hazards, or infectious diseases. While at home he is exposed to literally arctic cold temperatures, which may lead to elevated respiratory and cardiovascular disease among the elderly, but the risk is mitigated by the fact that he has always lived in a cold climate and may not actually be human. The millions of individuals who experience a traumatic brain injury each year have elevated mortality and morbidity risk, so we do have some concerns about Mr. Kringle鈥檚 exposure to occupational hazards such as awkward chimney falls and toy launches. Finally, we must recognize that Santa might get distracted while navigating from house to house. Since 80% of all crashes are caused by driver inattention, let鈥檚 just hope that Santa doesn鈥檛 text and sleigh.
3. Miller, Julie. 鈥淪anta Claus Forced to Quit Smoking During His Most Stressful Season.鈥 Retrieved from Vanity Fair
Adverse Selection
Up until now, we have been presented with a very confusing array of risk parameters, but even if we could come to terms with it all, one nagging question remains: Why now?
After all these years why does Kris Kringle suddenly feel compelled to apply for life insurance? Does he know something we don鈥檛? Santa seems honest enough, so outright fraud is unlikely, but a thorough review of the expert presentations delivered during the recent 69色情片 Fraud Conferences seems sensible to make sure we aren鈥檛 missing something. Even if malicious fraud can be ruled out, we still must consider the possibility of anti-selection, which occurs any time an applicant鈥檚 demand for insurance is correlated with his risk.
Given the gaps in the information available, the underwriter is at a distinct disadvantage. Examples such as simplified issue insurance and post-level term experience demonstrate how information asymmetry and anti-selection adversely impact mortality experience. We are flying a bit blind here, but I suppose that if anyone deserves the benefit of the doubt it is Santa Claus.
Other Considerations
So how do we put this puzzle together? Up until now, I have struggled to make sense of it all, so maybe it is time to think outside the box.
69色情片 is an innovative company, (it says so right there in our tagline) so we should be able to find a creative way forward. Our advanced analytics team has had a lot of success deploying predictive models for clients around the world that improve the customer experience and analyze risk in a granular, multivariate manner. Unfortunately, even though large volumes of data are available to 69色情片鈥檚 data scientists 鈥 a Google search of 鈥淪anta鈥 returns more than 3 billion hits 鈥 the quality, relevance, and veracity are unclear, making it impractical to build a useful model. But perhaps there is a new target market, product opportunity or disruptive underwriting innovation that we are missing out on. We learned at the 69色情片 Innovation Series about many companies that lacked the courage to think disruptively and missed out on enormous business opportunities while new upstart competitors became market leaders. Could solutions that serve the niche 鈥渕agical elf鈥 market be an entr茅e into something even larger and more exciting? Perhaps we can help Santa modify his lifestyle behaviors through an incentivized wellness program? Maybe Santa will benefit longer term from wearable technologies and other medical advances? With all of the exciting change on the horizon, we have for cautious optimism.
Final Recommendation
As an elderly, obese, former smoker who flies experimental aircraft in dangerous places, do Santa鈥檚 risk factors dash away, dash away, dash away all hopes of affordable life insurance?
As entertaining as it has been to flip through the catalog of recent 69色情片 research publications and presentations, we haven鈥檛 found much definitive guidance on how to handle this curious case. But let鈥檚 pause, take a step back and remember whom we are talking about. Santa Claus existed long before any of us and will likely survive for many generations to come. His super-human longevity does not originate from acai berries, telomeres or Pilates. He lives on because wide-eyed little boys and girls have an unwavering belief in holiday magic.
And despite 69色情片鈥檚 broad portfolio of research interests, we honestly haven鈥檛 spent a lot of time investigating the insurance implications of magic. So even though the applicant may not qualify under the industry鈥檚 traditional notion of 鈥減referred鈥, I think a unique exception can be made here to offer Mr. Kringle as much coverage as he thinks he needs. It鈥檚 probably a good thing I鈥檓 not an underwriter.
Thanks for reading. I hope you have a wonderful season filled with family, friends, joy 鈥 and a little magic.