Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...

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Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
Session 126PD, Employment Trends Impact on Disabilty Insurance

                                Moderator/Presenter:

                                       Presenters:
                                     Matthew Clark
                                      Liesl Turner
                              Robert F. Wade, FSA, MAAA

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Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
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Session 126 - Employment Trends Impact
on Disability Insurance

Date: June 27, 2018
Robert Wade, FSA The Standard, Liesl Turner, Munich Re
and Matthew Clark, Munich Re
Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
Agenda

1.          Historical Perspective
2.          Current State / Recent Headlines
3.          Industry Outlook
                  Finance / Manufacturing / Retail
4.          Looking Ahead
                  Economic Repercussions
                  Occupational Shifts
5.          Impact on Disability Risk
6.          Open Discussion / Conclusion

© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.
                                                                             2
Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
20 things we don't do anymore because of technology

 Memorize a phone number                                                     Record your favorite programs on tape

 Use a phone book to find a company to do work around your                   Watch shows when they are broadcast
 house
 Park your used car on the street with a sign that says it’s for sale        Run to the store for a last-minute gift

 Do math in your head                                                        Cut things out of the newspaper

 Call a family member to ask where they are                                  Send a handwritten letter

 Tell time by the hands on a clock                                           Look up how to spell a word

 Make photo albums                                                           Use a phone booth

 Own a CD or record collection                                               Carry enough change to make a phone call

 Make mix tapes                                                              Use a travel agent

 Call a theater to get movie times                                           Get your old checks back from the bank every month

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                                                                                                                                  3
Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
Current state: Recent headlines

© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.
                                                                             4
Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
Current state: Recent headlines

                                                              More than 70% of US fears robots           Most Americans would favor              Robots to work in 50
  Retail Apocalypse: 20 big retailers
                                                             taking over our lives, survey finds –   policies to limit job and wage losses   Wal-Marts, including several in
  closing stores in 2017 – Retail Fox
                                                                    The Guardian 10/4/17                 caused by automation – Pew           Arkansas – Arkansas online
          Business 9/19/2017
                                                                                                           Research Center 10/9/17                      10/26/17

   •The rise of ecommerce                                      • As Silicon Valley                    •Americans are                         •Walmart will begin using
   outlets like Amazon has                                       heralds progress on                   apprehensive about a                   autonomous devices in
   made it harder for                                            self-driving cars and                 future in which machines               about 50 stores next
   traditional retailers to                                      robot caregivers,                     take on more of the work               month that are
   attract customers to their                                    much of the rest of the               now done by humans,                    programmed to scan
   stores and forced                                                                                   and most are supportive                store shelves and identify
   companies to change their                                     country is worried                    of policies aimed at                   things like out-of-stock
   sales strategies.                                             about machines                        cushioning the economic                items or products
                                                                 taking control of                     impact of widespread                   incorrectly priced or
                                                                 human tasks.                          automation.                            placed in the wrong
                                                                                                                                              spaces.
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                                                                                                                                                                               5
Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
Current state: Recent headlines

                                                                                                 Jack in the Box CEO: Swapping
  Store closings: 17 retailers on the                                                           cashiers for robots 'makes sense'   What If Everyone Got a Monthly
                                                                  The 100 Best Jobs of 2018 –
   2018 death watch – USA TODAY                                                                 due to minimum wage increase –      Check From the Government? –
                                                                       Money US News
               12/28/17                                                                                Fox News 1/10/2018               Bloomberg 1/11/2018

   •Over 20 retail chains --                                   •Software developer,             •"As we see the rising              •In an audacious
    including Radio Shack,                                      Physician assistant,            costs of labor, it just              experiment, Finland is
    Toys R Us, and                                              Dentist, Nurse                  makes sense" to swap                 giving some residents a
    HHGregg -- filed for                                        Practitioner and                cashiers with kiosks where           “basic income” of
    bankruptcy, and some                                        Orthodontist are among          customers can order their            $16,000 for two years, no
    were liquidated. Things                                     the top-ranked careers          food themselves.”                    strings attached.
    are not likely to get better                                on the list.
    in 2018.
   •Sears, Bi-Lo, Barnes &
    Noble, J.C. Penny,
    Payless, GNC.
© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.
                                                                                                                                                                     6
Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
Current state: Recent headlines

  The rate at which companies are filing for bankruptcy is spiking – Business Insider 4/10/2017

                                                                             Early 2016 saw an uptick
                                                                             in Energy related
                                                                             bankruptcies while Retail
                                                                             has taken over at the end
                                                                             of the year

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                                                                                                         7
Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
Industry outlook

Let’s review three industries based on recent Bureau of                         Finance, Manufacturing, and
Labor Statistics and Bankruptcy Announcements                                    Retail
                                                                                Comparing 2011 occupation
                                                                                 numbers to 2015 statistics in two
                                                                                 instances
                                                                                4-year period, just slightly longer
                                                                                 than most rate guarantees
                                                                                Which occupations are growing
                                                                                 and shrinking significantly
                                                                                Types give an insight into
                                                                                 potential future impact
                                                                                Where is viability for work likely to
                                                                                 be?

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                                                                                                                       8
Session 126PD, Employment Trends Impact on Disabilty Insurance Moderator/Presenter: Presenters: Matthew Clark Liesl Turner - Robert F. Wade, FSA ...
Finance

© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.
                                                                             9
Finance trends
Employment levels in 2015 vs 2011

                             Increases                                                      Decreases
                  Financial Specialists employed 700K in                               Financial Clerks (includes Bank Tellers)
                    2015, up by nearly 10% since 2011                                   employed nearly 650K, down by 10%
                Computer Occupations employed nearly
                          200K, up by 18%                                                Office and Administrative Support
                  Business Operations employed around                                 employed around 110K, down nearly 30%
                          150K, up nearly 11%

             Mathematical Sciences employed only 20K,                                  Supervisors and Other Support workers
                        but up nearly 35%                                              employ relatively fewer, but mostly down

                                        Overall Industry roughly flat overall 3.4M total employed in 2011 versus 2015
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                                                                                                                                  10
Manufacturing

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                                                                             11
Manufacturing trends
Employment levels in 2015 vs 2011

                            Increases                                              Decreases
                Transportation Equipment employed nearly                      Computer and Electronic products employed
                      1.6M workers, up nearly 18%                                    1.2M, but was down by 5%

             Food employed 1.5M workers, up modestly at                      Printing and related products employed 420K
                               4%                                                          and was down 6%

             Fabricated Metal and Machinery, both employ
                                                                               Paper Mfg. employed 390K, down by 5%
                  many, up 11% and 9% respectively

              Many others employing less, up significantly,                    Apparel employed around 110K, down by
               manufacturing has been robust in general                                     nearly 15%

                           Industry overall slight increase from 11.5M employed in 2011 versus 12.2 in 2015
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                                                                                                                           12
Retail

      Recent announcements on bankruptcies and store closings tell the tale:
 Sears and Kmart announced 150
   store closings in 2017, and
                                                                                                                  Kohls announced it will be
 admitted concerns about being a         JC Penney store closings total        Macy’s closing 68 stores in a                                       HH Gregg closed all 220 stores   Many store closings take place at
                                                                                                               shrinking store sizes rather than
 viable entity moving forward. 72             138 stores in 2017               number of locations in 2017                                                    in April                      the same malls
                                                                                                                       closures in 2017
   more closings announced in
            June, 2017

                       As a result, related retailers are impacted by less foot traffic:

   The Limited announced all 250 stores closing in
                                                             Aeropostale filed for bankruptcy and closed all    Others included American Eagle, Chicos, Finish      Men’s Warehouse and Jos A Banks merged and
    January, 2017, Michael Kors 100 – 125 stores
                                                                  stores around the same timeframe                Line and the Children’s Place chain as well              store closings occurred as well
                closing in May, 2017

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                                                                                                                                                                                                                    13
Retail trends

  From the Atlantic, What in the World Is Causing the Retail Meltdown

                                                                                                                            Americans are shifting their
                                    Utilization of online purchasing            America built too many malls
                                                                                                                              spending from goods
                                      sites continues to increase,
                                   decreasing business for brick and
                                       mortar stores. Half of US
                                    households are Amazon Prime                There are nearly 1,200 malls in the
                                               subscribers                                                               Dramatic change in spending habits
                                                                             U.S. today – in 10 years, that number is
                                                                                                                              post Great Recession
                                                                                      expected to drop 900

                                  Entire industries have changed as well                                                     Spending on clothing is down
                                   – i.e.: Books and Music purchases                                                                substantially

                                                                                                                         Spending has shifted with substantial
                                                                                                                           increases to Food Services and
                                                                                                                                   Drinking spots

                                                                                                                        In 2016, more money was spent at food
                                                                                                                         and drink establishments than grocery
                                                                                                                                 stores for the first time

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                                                                                                                                                                 14
Looking ahead: What does the future hold?

                                            Google images
Looking ahead

                                                                 Already seeing many
                                                                                                 Moore’s Law* – compounding
   2013 Oxford University study                               elements of manual labor
                                                                                                    effect of technological   The Internet of Things (IOT) –
   estimates that 47% of jobs in                             being replaced by machines,
                                                                                                 advancements and impact on      everything that can be
  the US could be automated in                              but now seeing an increase in
                                                                                                     cost of implementing     connected, will be connected
            the future                                      the use of artificial intelligence
                                                                                                          automation
                                                                        as well

      *Moore's law refers to an observation made by Intel co-founder Gordon Moore in 1965. He noticed that the number of transistors per
      square inch on integrated circuits had doubled every year since their invention. Moore's law predicts that this trend will continue into the
      foreseeable future.

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                                                                                                                                                               16
Economic impact

                                                     Benefits                         Concerns
                                                     • Increased convenience for     • Not everyone will benefit
                                                       consumers = more free time      equally from automation
                                                     • Lower production costs =      • Potential for higher
                                                       lower prices = more             unemployment rates
                                                       disposable income to be       • Inability to find equivalent
                                                       spent elsewhere                 employment
                                                     • New types of jobs will be
                                                       created; potentially creating
                                                       a more flexible workforce

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                                                                                                                      17
Occupational shifts: Jobs in danger

                                                                             Bet You Didn't See This Coming: 10 Jobs
                                                                             That Will Be Replaced By Robots – Fast
                                                                             Company – 1/19/2017
                                                                             •   Insurance Underwriters and Claim
                                                                                 Representatives
                                                                             •   Bank Tellers and Representatives
                                                                             •   Financial Analysts
                                                                             •   Construction Workers
                                                                             •   Inventory Managers and Stockers
                                                                             •   Farmers
                                                                             •   Taxi Drivers
                                                                             •   Manufacturing Workers
                                                                             •   Journalists
                                                                             •   Movie Stars

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                                                                                                                    Google images
Occupational Shifts: What new jobs are being created?

                                      Tech/Data/IT                                           Technically Skilled Labor
                                      •   Data Scientist                                     • Internet–of–Things
                                      •   JavaScript Developer                                 Savvy Electrician
                                      •   Network Security Engineer                          • Wind Technician
                                      •   Trading Tech Programmer

 Health Care                                                                 Finance/Sales/Nonprofits
 • Tele-Psychiatrist                                                         • Sports Sponsorship Consultant
 • Tele-Physicians                                                           • Development Director
 • Nurse Educator

  10 in-demand Chicago jobs in 2017 – Crain's 1/14/2017

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                                                                                                                         19
Number of U.S. firms by size segments

                                             Less than 5                     3,598,185

                                                                                         Percent change ’14/’06
                                                     5-9                      998,953

                                                   10-19                      608,502

                                                   20-99                      513,179

                                                100-499                        87,563

                                                   500+                        19,076

                                                    Total                    5,825,458
     Source: LIMRA Dynamics of the Changing Workforce
     Statistics of U.S. Businesses, U.S. Census Bureau
© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.                                        20
U.S. Employment by size segments

                                                  Less than 5                  5,940,248

                                                                                           Percent change ’14/’06
                                                           5-9                 6,570,776

                                                        10-19                  8,176,519

                                                        20-99                 20,121,588

                                                     100-499                  17,085,461

                                                         500+                 63,175,352

                                                         Total               121,069,944
         Source: LIMRA Dynamics of the Changing Workforce
         Statistics of U.S. Businesses, U.S. Census Bureau
© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.                                          21
Projected labor force participation rates

                                                                                            Annual growth rate
                       Age                                                   2014    2024
                                                                                               2014-2024
                       20 to 24                                              70.8    68.2          -0.4
                       25 to 34                                              81.2    81.3           0.0
                       35 to 44                                              82.2    81.7          -0.1
                       45 to 54                                              79.6    81.0          0.2
                       55 to 59                                              71.4    74.2          0.4
                       60 to 64                                              55.8    58.8          0.5
                       65 to 69                                              31.6    36.2          1.4
                       70 to 74                                              18.9    22.8          1.9
                       75 to 79                                              11.3    14.4          2.5

                Source: LIMRA Dynamics of the Changing Workforce
                Bureau of Labor Statistics, U.S. Civilian Labor Force (in percent)
© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.                                       22
Contingent and 1099 Workers

                                                                                                                                                          Consultant
        How to define contingent workers?
        Approximately 40% of the workforce is contingent,                                                                                      PT                     Independent
                                                                                                                                               Worker                    contractor
         including PT workers.
        Approximately 16% of workers are employed in
         alternative work arrangements.
                                                                                                                                             Outsourced
                                                                                                                                                                       Freelancer
        There are approximately 10 million unincorporated                                                                                    employee
         self-employed workers.
                                                                                                                                                            Temp
        The Industry and InsureTech are all exploring new
         opportunities to offer benefit solutions for the gig
         economy
          Sources: LIMRA Dynamics of the Changing Workforce
          GAO, BLS, Katz, Lawrence, and Alan Krueger. The Rise and Nature of Alternative Work Arrangements in the United States, 1995-2015
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Employment projections (Goods-Producing)

                                                Number of Jobs (2024)                     Average annual rate of
                                                                                            change 2014/2024
                                                   Mining                      924,000

                                            Construction                      6,928,800

                                          Manufacturing                      11,374,200

                                                     Total                   19,227,000

       Source: LIMRA Dynamics of the Changing Workforce
       Bureau of Labor Statistics
© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.                                         24
Employment projections (Service-Producing)

                                               Number of Jobs (2024)                                  Average annual rate of
                                                                                                        change 2014/2024
                                   Wholesale Trade                                       6,151,400

                                        Retail Trade                                    16,129,100

                                Financial Activities                                     8,486,700

                          Professional & Business                                        20,985,500

                         Health care & Social Asst.                                      21,852,200

                              Leisure & Hospitality                                      15,651,200

                                                Total                                   129,904,600
      Source: LIMRA Dynamics of the Changing Workforce and Bureau of Labor Statistics                                          25
© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.
Dynamics of the changing workforce

   Three key risk drivers looking into the future
   •        Account size
                  • 500 lives + up 6%
                  • Small groups down 3 to 6%
                  • Successful small groups being acquired by larger groups
   •        Growth industries
                  • Goods
                  • Services
   •        Occupational trends
                  • Employees working multiple Jobs
                  • Employer Employee relationship changes
      Source: LIMRA Dynamics of the Changing Workforce
                                                                              26
© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.
Potential effect on disability risk

                                                                                                                            Will return to work become
                                                                                                                              more difficult without a
     Education needs are                                                                     As jobs are automated or        training component (that
                                                                  Should the government
  changing rapidly, can current                                                              phased out, will disability    provides additional skills,
                                                                   intervene or assist?
    school norms keep up?                                                                   incidence levels increase?         education and training
                                                                                                                             required for comparable
                                                                                                                                     positons)?

                                                                                                                            Negative effects of aging
    Will our current contract
                                                                                             Should we be concerned        workforce vs. positive effects
   language be sufficient to                                       Will LTD as a product
                                                                                            about requests for extended     of continuously improving
  manage rapidly changing job                                      continue to be viable?
                                                                                                 rate guarantees?             health treatments and
             duties?
                                                                                                                                    outcomes?

© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.
                                                                                                                                                            27
Conclusion

•      The employment landscape will continue to evolve as a
       result of ongoing technological advances and
       automation.
•      Some existing jobs will become obsolete, but new jobs
       will be created, and there will be a shift in the types of
       skills that are required to perform these jobs.
•      As Disability underwriters, we need to be aware of the
       impact these changes will have on the type of work
       being performed by the employees we are covering and
       continue to demonstrate our value by adapting our
       approach to risk assessment accordingly...how else will
       we keep the robots from taking our jobs???

© Copyright 2018 Munich American Reassurance Company. All Rights Reserved.
                                                                             28
Group employment trends resulting from Automation and AI

No one is immune

  Some jobs will
    go away
   completely

                                            Technology
                                           advancements
                                             will create
                                           opportunity for
                                               others
  The majority of
 jobs will become
       partially
   automated but
 will not eliminate
  humans entirely

Source: ATLAS Data US Bureau of Labor Statistics;
McKinsey Global Institute analysis - https://www.theatlas.com/charts/r1HaNCTce   29
Enrollment trends resulting from shifting demographics.
How does the group disability industry adapt?

       Baby Boomers                                Millennials
       •   Living longer and healthier lives       • Largest working population in US
       •   Working longer to save for retirement   • Highly tech savvy
       •   Purchase more insurance benefits        • Frequent job changes
       •   Rising costs                            • Delays in marriage, children and first time
       •   Average age increasing into mid/upper     home ownership results in less interest in
           40’s                                      disability insurance products
                                                   • Trending toward more self-employment
                                                     and GIG work means less access to group
                                                     benefits
                                                   • What do they want for benefits
                                                     • Student loans
                                                     • Mortgage services

                                                                                                   30
The Tax Cuts and Jobs Act of 2017

  “Changes to the tax code allow companies to immediately deduct all
  of their capital expenditures in equipment and building upgrades from
  their taxable income, rather than take the deduction over a period of
  years. The change has industry watchers bracing for a wave of new
  investments in industrial equipment and especially for automation
  systems that help companies get more value out of their existing
  workforce.”

  https://mibiz.com/item/25651-federal-tax-reform-benefits-manufacturers%E2%80%99-investments-in-automation-
  equipment
Impact of potential “Trade Wars” on disability risk?

Industries which stand to benefit                                      Industries which stand to lose
   Steel                                                                 Tech companies with
                                                                           Chinese Factories
   Aluminum
                                                                          US Auto & Airline Makers
   Start-up companies
                                                                          Pharmaceuticals
   Small Cap
                                                                          Clothing apparel
                                                                          Agriculture/Farmers

                     Just as the closure of big box stores hurt surrounding business,
                we can expect to see surrounding communities impacted by tariff changes.

                                                                                                        32
Opportunities for group disability growth

                                             Innovation and new industries will develop
                                             Technology - jobs to build or supervise AI
                                             Untapped millennial market
                                                 What do they want from their benefits?
                                                 How do we market to them?
                                                 They are willing to retrain if needed
                                             GIG workers
                                             Healthcare
                                             Other?

                                 Questions?

                                                                                           33
Employment Trends Impact on
     Individual Disability Insurance

     Robert Wade
     Consulting Actuary,
     The Standard

34       June 21, 2018     Company Confidential
Agenda
     • Scope: Only long term, non-can, level
       premium IDI (Traditional IDI). Worksite,
       voluntary supplemental or association IDI may
       not react the same
     • Recap of employment trends
     • Other IDI Specific Trends
     • How they may impact IDI:
        • Product Design
        • Markets
        • Carriers

35       June 21, 2018              Company Confidential
Recap: Emerging Employment Issues

     • Automation and Artificial Intelligence are reshaping the workplace
     • Employers are evolving into
         • Fewer, more dominant larger firms, e.g., Yum, Apple, Disney
         • With a host of Freelancers (> 50% of Millennial freelancing already)
     • Expectations of Future Employers/Employees
         • Employers moving to “de-risk” their employment arrangements, e.g.:
           –     Ending DB pensions, adding CDHP w/High Deductibles
           –     Moving to voluntary supplemental in addition to core benefits
         • Employees contend with more uncertainty and debt (Millennials)
         • “Pay for performance”, contingent earnings more volatile than salary
     • Careers are being unbundled
         • Plug and play vendors of material and substantial duties (Uber, Angie’s List)
         • Working under 3rd party intermediaries sometimes with benefit portfolios

36       June 21, 2018                            Company Confidential
Other Issues Specific to IDI

     1. Will distribution continue to shrink overall?
         Overly reliant on life and annuity carriers – who are moving towards direct distribution

     2. Will Millennials buy Traditional IDI products? (Slide #5)
         • Traditional IDI sales have been flat. When will they buy?
         • Whatever it is, expect it to be yoked to the internet

     3. IDI business model presumes long term jobs with stable earnings (Slide #6)
         • Based on “occupations”, which in turn, are based on professions w/credentials
         • Is this even remotely likely to continue? For which professions?

     4. As market developments accelerate, can IDI organizations adapt fast enough?
        Can regulations/regulators? What is InsureTech doing in this space?

37       June 21, 2018                        Company Confidential
Traditional Non-Can IDI Sales Over Time

                                      CPI Adjusted US Industry Non-Can IDI Sales
                                                (in 2017 $ in Millions)
                1,200

                1,000                                                                 CPI Adjusted NC
                                                                                      Sales

                  800

                  600

                  400

                  200

                       0
                        1977   1982    1987       1992           1997   2002   2007     2012            2017

38     June 21, 2018                      Company Confidential
Preservation of IDI Insurable Interest
     In the recent past for key IDI demographics – e.g., doctors, dentists, lawyers,
     executives – insurable earnings tended to:
     • Be based on stable jobs with low, long term earnings variance
     • Go up monotonically

                                 In the Recent Past?                         In the Future?

                                                                         $
                        $

                            Expected
                            Upper Quartile
                            Lower Quartile

                              Career life cycle in years                     Career life cycle in years

     • But in the future? 12 jobs per work life? Implies increased earnings volatility

39      June 21, 2018                             Company Confidential
Can fixed value policy forms (IDI) survive another 30 years?
     Should they?

     1. Do we need to continue “one and done” sales if cost of acquisition is
        minimal? If premiums drop, can we open up more markets?

     2. If rates can track more precisely the ebb and flow of insurable
        earnings and duties, then risk margins and premiums can drop. If
        they can’t and risk margins increase due to aforementioned trends,
        then premiums rise.

     3. Can policies be customized even more through technology and “Big
        Data” enhancements?

40      June 21, 2018               Company Confidential
Will IDI be bought or sold? Rented?
     1. What is the optimal pricing point for Millennials & internet based sales? Can much
        lower priced products with lower acquisition costs revive market growth
        sustainably?
     2. Can we unbundle the product to get there? Where are the relevant tradeoffs?
         •    Shorter coverage or benefit periods
         •    Re-entry UW
         •    Expanded benefits, e.g., expanded income protection, medical bankruptcy protection
         •    Own occ, any occ, no occ and cat benefits all layered together

     3. Re-explore IDI business models abandoned before the Doctor Debacle in the
        1980s and ‘90s

41           June 21, 2018                     Company Confidential
Can IDI Carriers Adapt Adequately?

     1. Can we compete against or partner with InsureTech’s technology?
         Is excellence in risk selection and/or claims management enough?

     2. Can we do social media?
         We can do Sales, can we do Marketing? Over the internet?

     3. Running a disability risk pool is hard – long latencies
         Can we continue to collect adequate risk charges as its emerging profile shifts?

     4. Forget carrier responses, what about the regulators’ responses?
         Will only the Group policy form survive?

42      June 21, 2018                       Company Confidential
Questions ?

              43
Sources

      http://www.economicshelp.org/blog/6717/economics/the-luddite-fallacy/
      http://www.foxnews.com/tech/2017/05/06/20-things-dont-do-anymore-because-technology.html
      http://www.economist.com/news/special-report/21700758-will-smarter-machines-cause-mass-unemployment-automation-
       and-anxiety
      https://www.nytimes.com/2017/01/12/technology/robots-will-take-jobs-but-not-as-fast-as-some-fear-new-report-
       says.html?_r=0
      http://nypost.com/2017/02/27/wendys-to-add-self-ordering-kiosks-to-cut-costs/
      http://www.investors.com/politics/policy/wendys-serves-up-kiosks-as-wages-rise-hits-fast-food-group/
      https://www.washingtonpost.com/news/business/wp/2017/02/28/the-surprising-reason-some-millennials-may-be-buying-
       new-cars/?utm_term=.c1cacb9b5c06
      http://blogs.wsj.com/cio/2017/03/10/automation-and-employment-in-the-21st-century/

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                                                                                                                          44
Sources (continued)

https://www.wsj.com/articles/how-ai-is-transforming-the-workplace-1489371060
https://www.nytimes.com/2017/04/15/business/retail-industry.html?_r=0
https://www.theatlantic.com/business/archive/2017/04/retail-meltdown-of-2017/522384/
http://www.businessinsider.com/commercial-bankruptcy-filings-2017-4
www.investopedia.com/terms/m/mooreslaw.asp
https://www.fastcompany.com/3067279/robot-revolution/you-didnt-see-this-coming-10-jobs-that-will-be-replaced-by-robots
http://www.chicagobusiness.com/article/20170114/ISSUE01/170119948/in-demand-chicago-jobs-in-2017
http://www.investors.com/politics/policy/wendys-serves-up-kiosks-as-wages-rise-hits-fast-food-group/
http://www.foxnews.com/tech/2017/05/06/20-things-dont-do-anymore-because-technology.html
https://techcrunch.com/2017/06/16/amazon-wants-to-become-walmart-before-walmart-can-become-
amazon/?ncid=mobilenavtrend

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