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Numbers matter – Coronavirus in
the UK and US. What we know
and what happens next
Join the conversation: @ilcuk
#NumbersMatter
What is ILC?
ILC is the UK’s specialist think tank on the impact of longevity on
society and what happens next. We:
• Are independent and politically neutral
• Use evidence-based research for policy
• Work collaboratively to pioneer solutions for the future
Our work focuses on three strategic priorities:
• Maximising the benefits of longevity
• Ensuring longer lives are good for everyone
• Future-proofing policy and practice
Join the conversation: @ilcuk
#NumbersMatter
Partners Programme
Be part of what happens next
Join the conversation: @ilcuk
#NumbersMatter
Welcome and
introduction from Chair
Trevor Llanwarne, ILC Trustee
Join the conversation: @ilcuk
#NumbersMatter
Stuart McDonald
Head of Demographic Assumptions and
Methodology, Lloyds Banking Group
Join the conversation: @ilcuk
#NumbersMatter
Classification: Public
INTERNAL
USE ONLY
COVID-19 UK Numbers
Stuart McDonald @actuarybyday
4 June 2020
Classification: Public
Classification: Public
So many
numbers!
Which
numbers
matter?
Infection
Fatality
Rate (IFR)
Case
Fatality
Rate
(CFR)
Reproduction
Rate (R)
Mortality
Rate
Number
of COVID
Deaths
Excess
Deaths
Total
number of
confirmed
cases
Population
Prevalence
Number of
new cases
Classification: Public
Fatality and
Mortality
Rates
We know the following about Country X:
- There have been 1,000 COVID-19 deaths
- There have been no other excess deaths
- There are 10,000 confirmed positive tests
- Antibody testing suggests 50,000 exposed
- Total Population in one million people
Case Fatality Rate (CFR) = 1,000 / 10,000
Case Fatality Rate (CFR) = 10%
Infection Fatality Rate (IFR) = 1,000 / 50,000
Infection Fatality Rate (IFR) = 2%
Mortality Rate = 1,000 / 1,000,000
Mortality Rate = 0.1%
IFR typically unknown and must be estimated
Mortality rate not meaningful until epidemic over
Classification: Public
CMI estimates
64,500 excess
deaths in the
UK to date
Classification: Public
SIR and SEIR
Models
S(E)IR Models Description of state
Susceptible (S) No exposure to the virus
Exposed (E) or
Infectious (I)
Exposed but not yet
infectious
Infectious (I) Infectious but unaware
Infectious (I)
or Removed (R)
Infectious and isolated
Removed (R) No longer infectious
Removed (R) Deceased
RIES
Classification: Public
Early on, modelling COVID-19
infections was easy!
• This forecast was made with a
modified S/I/R model
• S = Susceptible
• I = Infectious
• R = Removed
• Rt = 2.6; Infectious Period 6 days.
• Daily infection rate = 2.6 / 6 = 43.3%
• Daily recovery rate = 1 / 6 = 16.7%
• Growth in infections = 26.7%
Classification: Public
Comparing
Data
Sources
Example:
England
DHSC figures announced daily by UK Gov. Now include
deaths in all settings where there has been a positive
COVID-19 test. Date of notification basis.
NHS hospital deaths released daily, showing actual date
of death. Now includes those with no positive test, but
where COVID-19 documented on the death certificate.
ONS figures released weekly and reflect all registered
deaths (hospital, care homes and community) with
COVID-19 indicated on the death certificate.
Classification: Public
Estimating Rt
Classification: Public
Comorbidities
The Lancet
Life expectancy of an
obese male smoker
with example medical
conditions.
Classification: Public
Risk varies geographically
Classification: Public
Age, Sex and
Ethnicity
distribution of
ICU patients
© ICNARC – 29 May
Classification: Public
Socioeconomic
and BMI
distribution of
ICU patients
© ICNARC – 29 May
Classification: Public
Exposure and
Mortality Risks
Combined
#OpenSafely
Classification: Public
What next?
Living with
Uncertainty
Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb
COVID-19 Infectious Population - UK
R=1.2; Seasonal R=1.2; Non-seasonal
R=1.1; Non-seasonal R=1.1; Seasonal
Four potential scenarios for the next nine months
- R before allowing for susceptibility is 1.1 or 1.2
- Virus is or is not seasonal
- Seasonality modelled as a 10% fall in R May-Sept
Classification: Public
INTERNAL
USE ONLY
Thank you! Questions?
Stuart McDonald @actuarybyday
Caroline Roberts
Longevity Risk Manager, The Phoenix Group
Join the conversation: @ilcuk
#NumbersMatter
23Classification: Confidential
Coronavirus:
What we know…
… And what happens next
24Classification: Confidential
What we know…
i.e. take the past data and analysis it
… And what happens next
and build models that will predict the future
25Classification: Confidential
• Daily / weekly reported numbers of deaths from COVID-19
• The most material risk driver is age
• Other characteristics that seem to increase the risk of death includes obesity and diabetes
What we know
26Classification: Confidential
• Will there be a second wave
• What will the patterns of deaths for the rest of 2020 look like
• When will we get a working vaccine and how quickly can it be distributed
• How long will any immunity last for
• What will be the impact of lockdown on deaths from other causes
• For insurance companies, what will be the impact on mortality rates of our portfolios
What we don’t know (yet…)
27Classification: Confidential
Impacts in different time periods
SHORT TERM
Immediate financial
impacts
MEDIUM TERM
Impact on current
assumptions
LONGER TERM
Monitoring the emergence
of changes in trends
28Classification: Confidential
Historic Age Standardised Mortality Rates (SMR) up to 2019
Data source: ONS England & Wales population data
29Classification: Confidential
With a potential 2020 position…
Data source: ONS England & Wales population data
30Classification: Confidential
What happens next?
Some Clever
Actuarial
Modelling
Data
The
Answer
What do Actuarial
Models say about
future mortality
levels?
31Classification: Confidential
Can we still use historic data?
COVID-19
HISTORIC
FUTURE
32Classification: Confidential
Future drivers of changes in mortality
• Flu vaccination
• Survivorship
bias
• NHS & social
care funding
• Handwashing
• Pollution
• Recession
• Long term
damage
• Treatment delay
• Falls in research
funding
33Classification: Confidential
The future of Actuarial Models
34Classification: Confidential
A Change of…
Douglas Anderson
Founder, Club Vita
Join the conversation: @ilcuk
#NumbersMatter
Two nations divided by a common virus:
The socio-economic comparisons
Douglas Anderson FIA CERA FSA
Founder of Club Vita
June 4th, 2020
37
Reduction in longevity inequality: 1842-2002
https://ourworldindata.org/health-inequality
38
Club Vita’s UK
statistics reveal
widening life
expectancy since
the financial crisis.
2000-2016
Joint work with the PLSA
https://www.clubvita.co.uk/collaborative-research/trends
Lifeexpectancyfromage65
39
2001-2014
Source: Chetty et al, “The association between income and life expectancy in the United States, 2001-2014”
https://healthinequality.org/documents/paper/healthineq_slides.pdf
Gap growing at rate of
1 year a decade
between top and
bottom income
quartiles.
40
What’s happened since 2014
http://thenationshealth.aphapublications.org/content/49/1/1.2
https://www.bbc.co.uk/news/world-us-canada-51316030
And then Covid19 started ….
41
International comparisons
https://www.ft.com/content/6b4c784e-c259-4ca4-9a82-648ffde71bf0
42
Covid variation within capital cities
https://www.standard.co.uk/news/world/coronavirus-map-countries-affected-covid-19-a4403081.html
https://www.nytimes.com/interactive/2020/nyregion/new-york-city-coronavirus-cases.html
43
https://www.independent.co.uk/news/health/coronavirus-death-rate-uk-deprived-inequality-ons-latest-a9493716.html
https://eu.usatoday.com/story/news/health/2020/04/22/how-coronavirus-impacts-certain-races-income-brackets-neighborhoods/3004136001/
44
Riskiness of different jobs
https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/articles/whichoccupationshav
ethehighestpotentialexposuretothecoronaviruscovid19/2020-05-11
45
Security guards
https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/articles/whichoccupationshav
ethehighestpotentialexposuretothecoronaviruscovid19/2020-05-11
46
Actuaries
https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/articles/whichoccupationshav
ethehighestpotentialexposuretothecoronaviruscovid19/2020-05-11
47https://www.bbc.co.uk/news/uk-52574931
https://www.nytimes.com/2020/04/08/world/europe/coronavirus-doctors-immigrants.html
Ethnicity
48
Ethnicity
https://www1.nyc.gov/assets/doh/downloads/pdf/imm/covid-19-deaths-race-ethnicity-04162020-1.pdf
49
https://cdn1.sph.harvard.edu/wp-content/uploads/sites/1266/2020/05/20_jtc_pdw_nk_COVID19_MA-excess-
mortality_text_tables_figures_final_0509_with-cover-1.pdf
50
Ethnicity, pre-existing conditions or lifestyle?
Source: OpenSAFELY: factors associated with COVID-19-related hospital death in the linked electronic health records of 17 million adult NHS patients.
Multi-variate analysis of COVID-19 registered deaths using linked eHealth records
51
Why Covid-19 outcomes are not uniform
Catch
the
disease
Need
hospital
treatment
Need
ICU
Die
Outcomes linked to socioeconomic groups and geographical location
https://www.clubvita.us/news-and-insights/vitamins-socioeconomic-effects-of-covid-19
• Population density
• Living near a travel hub
• Social obedience
• Type of work
Who will catch the
disease?
• Pre-existing conditions
• Age profile
• Lifestyle risk factors
• Poorer healthcare
Who will be worse
affected?
Club Vita LLP is an appointed representative of Hymans Robertson LLP, which is authorised and regulated by the
Financial Conduct Authority and licensed by the Institute and Faculty of Actuaries for a range of investment business activities.
Lang may yer lums reek
For more information:
www.clubvita.us
douglas.anderson@clubvita.net
+44 7788 376327
Club Vita US LLC
221 River Street 9th Floor,
Hoboken, NJ 07030
53
International passenger footprint
https://www.medrxiv.org/content/10.1101/2020.05.04.20091041v3.full.pdf
Ed Pudlowski
FCA, MAAA, ASA, President, MorningStar
Actuarial Consulting
Join the conversation: @ilcuk
#NumbersMatter
NUMBERS MATTER -
CORONAVIRUS IN THE UK AND
US. WHAT WE KNOW AND WHAT
HAPPENS NEXT
SPONSORED BY THE
INTERNATIONAL LONGEVITY
CENTRE-UK AND THE INSTITUTE
AND FACULTY OF ACTUARIES
ED PUDLOWSKI
MORNINGSTAR ACTUARIAL CONSULTING, LLC.
4 JUNE 2020
Downstream Effects On Health and Longevity
 Testing and Treatment of COVID-19
 Implications of Social Isolation Policies
56
US Daily New Case Trends
57
0
5,000
10,000
15,000
20,000
25,000
30,000
35,000
40,000
45,000
March10,2020
March12,2020
March14,2020
March16,2020
March18,2020
March20,2020
March22,2020
March24,2020
March26,2020
March28,2020
March30,2020
April1,2020
April3,2020
April5,2020
April7,2020
April9,2020
April11,2020
April13,2020
April15,2020
April17,2020
April19,2020
April21,2020
April23,2020
April25,2020
April27,2020
April29,2020
May1,2020
May3,2020
May5,2020
May7,2020
May9,2020
May11,2020
May13,2020
May15,2020
May17,2020
May19,2020
May21,2020
May23,2020
May25,2020
May27,2020
May29,2020
Daily New Cases of COVID-19 in the United States
New Cases
Hot Spots (trending up and > 500 cases)
58
Alabama
Arizona
Maryland
Minnesota
North Carolina
Texas
Virginia
California
Source: The New York Times
1 With likely diagnostic testing and possible OTC drug prescription
2 Likely requiring post-discharge care
Infected
No Yes
Asymptomatic Symptomatic
Mild Severe
Emergency /
Urgent Care1
Physician Office
Visit1
Tele-medicine
Consult1
Non-ICU
Hospital
Admission
Sepsis2 ARDS2 ARDS with
Sepsis2
COVID-19
Test
Intensive Care
Unit Admission
COVID-19 Treatment Path
Downstream Effects On Health and Longevity
 Testing and Treatment of COVID-19
 Implications of Social Isolation Policies
60
61
62
63
64
65
Outpatient services are rebounding
66
Source: Ateev Mehrotra et al., “The Impact of the COVID-19 Pandemic on Outpatient Visits: A Rebound Emerges,” To the Point (blog), Commonwealth Fund, May 19, 2020. https://doi.org/10.26099/ds9e-jm36
Outpatient Services
Change in Demand Due to Social Isolation
March December
Healthcare Utilization in
the Absence of COVID-19
Change in Demand Due to
Social Distancing and Fear
Pent-up Demand Affected by
Need, Desire, and Capacity
↓ Primary Care
↓ Emergency Room
↓ Lab Services
↓ Elective Surgeries
↑ Telemedicine
↑ Mental Health
↑ Substance Abuse
- Prescription Drugs
↑ Primary Care
↑ Emergency Room
↑ Lab Services
↑ Elective Surgeries
↑ Telemedicine
↑ Mental Health
↑ Substance Abuse
↑ Chronic Condition Management
Effect of Pandemic other
than COVID-19 Care
Downstream Effects of Social Isolation
on Health and Longevity
POSITIVE
• Reduction in Automobile Accidents
• Reduction in Other Accidents / Injuries
• Reduced Pollution Levels
• Increase in Telemedicine / Virtual Healthcare Visits
• Legislative Activity
NEGATIVE
• Lack of Chronic Condition Management:
• Heart / Cardiovascular Disease
• Diabetes
• Hypertension
• Cancers
• Behavioral Health:
• Anxiety / Depression
• PTSD
• Substance Abuse
• Domestic Violence
• Organ / Blood Donations
• Income Loss Effecting Healthcare Decisions
• Loss of Public Transportation Effects Access to Healthcare
• Physical Inactivity
• Poor Diets
68
69
Thank You!
Ed Pudlowski
Ed.Pudlowski@MorningStarActuarial.com
+1 214-912-7334
Max Rudolph
FSA, CFA, CERA, Rudolph Financial Consulting
Join the conversation: @ilcuk
#NumbersMatter
Numbers matter: Coronavirus in the UK and the US
What we know and what happens next
International Longevity Centre UK, Institute and Faculty of Actuaries
MAX J. RUDOLPH, FSA, CFA, CERA, MAAA
Rudolph Financial Consulting, LLC
4 June 2020
@maxrudolph, max.rudolph@rudolph-financial.com
Links to reports
• SOA COVID-19 home page
• https://www.soa.org/programs/covid-19/research-
podcast/#research
• Primary report updated periodically, supplementary
reports, podcasts
• R. Dale Hall, FSA, MAAA, CERA, CFA
• Cynthia S. MacDonald, FSA, MAAA
• Lisa A. Schilling, FSA, EA, FCA, MAAA
• Steven C. Siegel, ASA, MAAA
• J. Patrick Wiese, ASA
72
COVID-19 Mortality Rates per 100,000
0.13
0.02
0.03
0.22
1.18
3.37
9.52
23.03
53.94
136.64
406.41
24.79
0.28
0.02
1.90
25.78
102.41
365.29
1,135.0967.71
0.08
-
0.21
0.88
3.00
11.91
44.59
144.02
366.78
707.66
52.77
0 200 400 600 800 1000 1200
0-9
10-19
20-29
30-39
40-49
50-59
60-69
70-79
80-89
90+
All Ages
Under 1 year
01-14
15-44
45-64
65-74
75-84
85+
All Ages
<1
1-4
5-14
15-24
25-34
35-44
45-54
55-64
65-74
75-84
85+
All Ages
73
Data source: INED for Europe, CDC and U.S. Census Bureau for U.S. and ONS for U.K.
U.S.
@5/28/20
Italy
@5/28/20
0.05
0.10
0.50
1.02
2.78
9.41
34.50
125.26
365.92
799.72
43.63
0.04
0.04
0.28
1.01
2.68
9.73
27.39
72.78
211.68
434.88
27.55
0.01
0.03
0.09
0.19
0.64
2.15
7.77
24.75
82.84
198.09
357.94
10.24
0 200 400 600 800 1000 1200
0-9
10-19
20-29
30-39
40-49
50-59
60-69
70-79
80-89
90+
All Ages
0-9
10-19
20-29
30-39
40-49
50-59
60-69
70-79
80-89
90+
All Ages
0-9
10-19
20-29
30-39
40-49
50-59
60-69
70-79
80-89
90+
100+
All Ages
Spain
@5/21/20
France @5/31/20
Germany
@5/31/20
U.K.
@5/26/20
U.S. Weekly Flu, Pneumonia and COVID-19
Deaths by Selected Flu Seasons
74
2009–10
2011–12
2014–15
2017–18
2020 COVID-19
0
5,000
10,000
15,000
20,000
25,000
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53
Week ending 5/9
NYC Area Hospitalization Outcomes
75
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
[CELLRANGE]
0
50
100
150
200
250
300
350
400
Female
Male
Female
Male
Female
Male
Female
Male
Female
Male
Female
Male
Female
Male
Female
Male
Female
Male
Female
Male
Age 0–9
Discharged
alive
Died
10–19 20–29 30–39 40–49 50–59 60–69 70–79 80–79 90+
Source: Richardson, Safiya, et al. (2020, April 22). “Presenting Characteristics, Comorbidities and Out comes Among 5700 Patients Hospitalized With COVID-19 in the New York City Area.”
JAMA. https://jamanetwork.com/journals/jama/fullarticle/2765184
Health Insurance Type of Hospitalized COVID-
19 Patients in the NYC Area
76
Medicare,
42.4%
Commercial
33.1%
Medicaid,
21.2%
Self-pay 1.7% Other 1.7%
•Mix will vary by location
• Demographics
• Comorbidities
• Urban/rural
•Uninsured (self-pay)
seems low
Source: Richardson, Safiya, et al. (2020, April 22). “Presenting Characteristics, Comorbidities and Out comes Among 5700 Patients Hospitalized With COVID-19 in the New York City Area.”
JAMA. https://jamanetwork.com/journals/jama/fullarticle/2765184
Potential US Natural Disaster Clusters
• Historical April-June
• Additional risk events stress
insurer solvency
• Protests are another form of
risk event
• may also be super spreader
events similar to WW1 war
bond parades in 1918
Flood 28%
Tornado 19%
Hail 14%
Storm 10%
Earthquakes 8%
Hurricanes 6%
Other 16%
77
Source: authors’ tabulations of SHELDUS loss data, 1980–2018
Impact on Actuarial Practice Areas
US CDC Moderate Pandemic Scenario (200,000 deaths)
78
Life Insurers
• Assets
• Interest rate guarantees
• Annuities drive business model
Pension Plans
• Assets – defaults/downgrades
• Returns
• Employment disruption
Health Insurers
• Likely short-term positive because
of deferred care
• LTC/Disability – longer term issues
Property/Casualty Insurers
• Contract language - interruption
• Legislation – systemic risk
• Auto refunds
Balance Sheet
CDC Moderate Pandemic Scenario (200,000 Deaths)
79
Look for Discontinuities
• Rules of thumb will no
longer work
• Use first principles for
strategic planning
Will central bank continue
as lender of last resort?
Likely Asset Problems
• Defaults
• Long-term low interest
rates
• Previous bets to pick up
yield (e.g., BBB-)
• Liquidity
Evolving Practices
80
Risk Management
• Scams/fraud
• Food security – higher order
Best Addressed With
Deterministic Stress Tests
• CDC Severe pandemic
scenario (2 million deaths)
• Negative rates
• Stagflation
• Geopolitics
• U.S. election November
2020
Health Care Practices
• Telemedicine
• Supply chain
• Isolation, mental health,
physical abuse
Summary of Risks
At Risk Work Services Large Groups Social encounters
Family members Packing plants Grocery store Rallies/protests Bars/clubs
Black/Latino Call centers Big box store Summer camps Restaurants
Comorbidities, old Factories Barber/salon Concerts/festivals Parties
Essential workers
(health care, police,
fire, grocery, delivery)
Work camps (e.g.,
construction, fracking)
Public transit (bus,
subway, plane)
Places of worship Gyms
Poverty Choirs
Nursing homes Contact sports
Dormitories/prisons
Outdoor air quality
81
Anna M. Rappaport
F.S.A., M.A.A.A.
Chair, Society of Actuaries Aging and Retirement
Steering Committee
Join the conversation: @ilcuk
#NumbersMatter
Numbers matter: Coronavirus in the UK and the US
What we know and what happens next
International Longevity Centre UK, Institute and Faculty of Actuaries
ANNA M. RAPPAPORT, FSA MAAA
Chair, SOA Committee on Post-Retirement Needs and Risks
4 June 2020
What happened that may impact retirement
security and risks
• Many job losses, temporary layoffs and pay cuts
• Declines in equity values
• Many financially fragile individuals are in complete crisis
• Many deaths in communities that combine personal care and housing for
retirees
• Senior communities do not allow visitors during pandemic
• Decline in consumer confidence
• CARES* Act included liberalization of withdrawal and loan provisions
• Employees concerned about their retirement security, rightly so
*U.S. Federal legislation providing relief on COVID-19 issues
84
Short term – financially fragile employees
• Most do not have emergency funds, and if so, they are inadequate
• Employers with financial wellness programs will try to help
• Job performance is affected by their financial distress
• Concerns including paying rent, buying food
• Many have debt, often with high interest rates – credit cards or pay day loans
• Find ways to cut expenses
• Must set priorities and negotiate on mortgage and other debt
• If have retirement savings, be careful about using it immediately
• Want to get these people stabilized so that they can save for retirement
85
Short term – not financially fragile individuals
but nearing or in retirement
• Check what your situation is
• Do retirement projection
• Maybe cut expenses
• Make adjustments if need to investments, but often, none are needed
• Consider other sources of liquidity
• Recognize the importance of flexibility
• Scenario planning is recommended
86
Questions about the future of the retirement
system
• COVID-19 is a disruption and makes us rethink
• Do we have the right retirement system?
• Is too much risk with the employee?
• If employers don’t want more risk, should Social Security be increased?
• How can we improve emergency funds?
87
Family
• SOA research shows all generations feel obligations to family
• While it is not usually planned for, family help is important when limitations develop
• COVID-19 creates many challenges for family – working at home, children at home
• COVID-19 also increases need for help (e.g., seniors encouraged not to go shopping)
• Expect more families to help other family members in need
• Expect more multi-generational households
• Financially more seniors help adult children financially than reverse
• COVID-19 complicates caring for people at home, but also makes aging in place more
desirable
• COVID-19 will likely make it more difficult and more important
88
Work and retirement
• COVID-19 has led to major work disruption
• People may want to delay retirement – unclear if that will work out
• Work has been increasingly accepted as part of retirement
• More people will need/want to work as part of retirement – but it will likely be more difficult
• Work is often on a flexible or reduced schedule
• Few employers provide formal phased retirement programs
• It is usually up to people to figure it out on their own
• Many retirees work independently
• People are living longer and while retirement ages have crept up, retirement periods are
increasing
• Same issues as before but much more challenging
89
Housing that integrates care
CCRCs, Assisted Living, Nursing Homes, Independent Living
• Housing choices very important
• COVID-19 disruptions may lead to some changes in best housing choices
• Aging in place may be more valued (in light of bad experience in nursing homes and
assisted living)
• Some choices have substantial entry fees and traditionally offered a good life style with
access to care
• COVID-19 lockdowns meant people in senior housing were confined to rooms with
meals delivered, no visitors including no family
• Bad record of COVID-19 outbreaks in spite of lockdowns
• Problems include staff as a source of contagion, underpaid staff, inadequate PPE
90
Big future questions, but where is benefit
management now?
• Dealing with the short term
• HR is consumed with keeping employees saving, dealing with working at home issues,
layoffs, return to work issues, health problems and more, more, more…
• For those with financial wellness programs, helping employees find their way
• Deciding whether to add CARES provisions to DC plans (the Federal relief legislation
allows additional loans and hardship withdrawals if plan permits) and implementing
• Deciding whether to reduce contributions to DC plans and implementing
• Deciding whether to delay funding as permitted
• Not thinking about longer term retirement issues, but many are lurking
91
Resources – Society of Actuaries
• Home page https://www.soa.org/programs/covid-19/research-podcast/?homepagecard=
• Society of Actuaries Research Brief: Impact of COVID-19, May 15, 2020
• A COVID-19 Actuarial R0 Primer
• COVID-19 Trends by Hospital Referral Region
• COVID-19 Mortality Data Sources in the U.S
• Impact of COVID-19 on Family Dynamics in Retirement
• An Overview of Population Models of Epidemics
• Impact of COVID-19 on Deferred Medical Costs and Future Pent-Up Demand
• Impact of COVID-19 on Senior Housing and Support Choices
• Connecting Emerging COVID-19 Data to Insured Claims, updated April 23, 2020
• Projections of COVID-19 Hospitalizations and Deaths, Updated April 24, 2020
• Mental Health Trends and COVID-19
• COVID-19 Costs to Commercial Health Insurers
• Impact of COVID-19 on Retirement Risks
92
Q&A
Please submit your questions to panellists via
the Q&A tab
Join the conversation: @ilcuk
#NumbersMatter
Closing remarks from Chair
Trevor Llanwarne, ILC Trustee
Join the conversation: @ilcuk
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Work with us
Business intelligence: we’ll give you advance notice of our latest research,
ad hoc briefings on areas of specific interest to your organisation, as well as a
discount on any research you commission from us.
Networks and connections: our Partners events have included visits to
Number 10, briefings with prominent influencers, as well as the opportunity to
meet ministers, policy experts and fellow Partners.
Brand benefits: as a Partner your brand will be visible through our numerous
events, press releases and presentations, and give you the opportunity to be
positioned at the heart of the debate on longevity.
For more information contact
Redvers Lee: redverslee@ilcuk.org.uk
Future of Ageing 2020:
Together for tomorrow – Delivering a
better society for all generations
Date: Thursday, 3 December 2020
Time: 9.00am (for 9.30am) - 5.30pm
Location: Wellcome Collection, 183 Euston
Road, NW1 2BE
Make the most of our early bird rate.
Register at: futureofageing.org.uk
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Thank you
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futureofageing.org.uk
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Webinar: Numbers matter – Coronavirus in the UK and US - Presentation slides

  • 1. Numbers matter – Coronavirus in the UK and US. What we know and what happens next Join the conversation: @ilcuk #NumbersMatter
  • 2. What is ILC? ILC is the UK’s specialist think tank on the impact of longevity on society and what happens next. We: • Are independent and politically neutral • Use evidence-based research for policy • Work collaboratively to pioneer solutions for the future Our work focuses on three strategic priorities: • Maximising the benefits of longevity • Ensuring longer lives are good for everyone • Future-proofing policy and practice Join the conversation: @ilcuk #NumbersMatter
  • 3. Partners Programme Be part of what happens next Join the conversation: @ilcuk #NumbersMatter
  • 4. Welcome and introduction from Chair Trevor Llanwarne, ILC Trustee Join the conversation: @ilcuk #NumbersMatter
  • 5. Stuart McDonald Head of Demographic Assumptions and Methodology, Lloyds Banking Group Join the conversation: @ilcuk #NumbersMatter
  • 6. Classification: Public INTERNAL USE ONLY COVID-19 UK Numbers Stuart McDonald @actuarybyday 4 June 2020
  • 8. Classification: Public So many numbers! Which numbers matter? Infection Fatality Rate (IFR) Case Fatality Rate (CFR) Reproduction Rate (R) Mortality Rate Number of COVID Deaths Excess Deaths Total number of confirmed cases Population Prevalence Number of new cases
  • 9. Classification: Public Fatality and Mortality Rates We know the following about Country X: - There have been 1,000 COVID-19 deaths - There have been no other excess deaths - There are 10,000 confirmed positive tests - Antibody testing suggests 50,000 exposed - Total Population in one million people Case Fatality Rate (CFR) = 1,000 / 10,000 Case Fatality Rate (CFR) = 10% Infection Fatality Rate (IFR) = 1,000 / 50,000 Infection Fatality Rate (IFR) = 2% Mortality Rate = 1,000 / 1,000,000 Mortality Rate = 0.1% IFR typically unknown and must be estimated Mortality rate not meaningful until epidemic over
  • 10. Classification: Public CMI estimates 64,500 excess deaths in the UK to date
  • 11. Classification: Public SIR and SEIR Models S(E)IR Models Description of state Susceptible (S) No exposure to the virus Exposed (E) or Infectious (I) Exposed but not yet infectious Infectious (I) Infectious but unaware Infectious (I) or Removed (R) Infectious and isolated Removed (R) No longer infectious Removed (R) Deceased RIES
  • 12. Classification: Public Early on, modelling COVID-19 infections was easy! • This forecast was made with a modified S/I/R model • S = Susceptible • I = Infectious • R = Removed • Rt = 2.6; Infectious Period 6 days. • Daily infection rate = 2.6 / 6 = 43.3% • Daily recovery rate = 1 / 6 = 16.7% • Growth in infections = 26.7%
  • 13. Classification: Public Comparing Data Sources Example: England DHSC figures announced daily by UK Gov. Now include deaths in all settings where there has been a positive COVID-19 test. Date of notification basis. NHS hospital deaths released daily, showing actual date of death. Now includes those with no positive test, but where COVID-19 documented on the death certificate. ONS figures released weekly and reflect all registered deaths (hospital, care homes and community) with COVID-19 indicated on the death certificate.
  • 15. Classification: Public Comorbidities The Lancet Life expectancy of an obese male smoker with example medical conditions.
  • 17. Classification: Public Age, Sex and Ethnicity distribution of ICU patients © ICNARC – 29 May
  • 18. Classification: Public Socioeconomic and BMI distribution of ICU patients © ICNARC – 29 May
  • 19. Classification: Public Exposure and Mortality Risks Combined #OpenSafely
  • 20. Classification: Public What next? Living with Uncertainty Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb COVID-19 Infectious Population - UK R=1.2; Seasonal R=1.2; Non-seasonal R=1.1; Non-seasonal R=1.1; Seasonal Four potential scenarios for the next nine months - R before allowing for susceptibility is 1.1 or 1.2 - Virus is or is not seasonal - Seasonality modelled as a 10% fall in R May-Sept
  • 21. Classification: Public INTERNAL USE ONLY Thank you! Questions? Stuart McDonald @actuarybyday
  • 22. Caroline Roberts Longevity Risk Manager, The Phoenix Group Join the conversation: @ilcuk #NumbersMatter
  • 23. 23Classification: Confidential Coronavirus: What we know… … And what happens next
  • 24. 24Classification: Confidential What we know… i.e. take the past data and analysis it … And what happens next and build models that will predict the future
  • 25. 25Classification: Confidential • Daily / weekly reported numbers of deaths from COVID-19 • The most material risk driver is age • Other characteristics that seem to increase the risk of death includes obesity and diabetes What we know
  • 26. 26Classification: Confidential • Will there be a second wave • What will the patterns of deaths for the rest of 2020 look like • When will we get a working vaccine and how quickly can it be distributed • How long will any immunity last for • What will be the impact of lockdown on deaths from other causes • For insurance companies, what will be the impact on mortality rates of our portfolios What we don’t know (yet…)
  • 27. 27Classification: Confidential Impacts in different time periods SHORT TERM Immediate financial impacts MEDIUM TERM Impact on current assumptions LONGER TERM Monitoring the emergence of changes in trends
  • 28. 28Classification: Confidential Historic Age Standardised Mortality Rates (SMR) up to 2019 Data source: ONS England & Wales population data
  • 29. 29Classification: Confidential With a potential 2020 position… Data source: ONS England & Wales population data
  • 30. 30Classification: Confidential What happens next? Some Clever Actuarial Modelling Data The Answer What do Actuarial Models say about future mortality levels?
  • 31. 31Classification: Confidential Can we still use historic data? COVID-19 HISTORIC FUTURE
  • 32. 32Classification: Confidential Future drivers of changes in mortality • Flu vaccination • Survivorship bias • NHS & social care funding • Handwashing • Pollution • Recession • Long term damage • Treatment delay • Falls in research funding
  • 35. Douglas Anderson Founder, Club Vita Join the conversation: @ilcuk #NumbersMatter
  • 36. Two nations divided by a common virus: The socio-economic comparisons Douglas Anderson FIA CERA FSA Founder of Club Vita June 4th, 2020
  • 37. 37 Reduction in longevity inequality: 1842-2002 https://ourworldindata.org/health-inequality
  • 38. 38 Club Vita’s UK statistics reveal widening life expectancy since the financial crisis. 2000-2016 Joint work with the PLSA https://www.clubvita.co.uk/collaborative-research/trends Lifeexpectancyfromage65
  • 39. 39 2001-2014 Source: Chetty et al, “The association between income and life expectancy in the United States, 2001-2014” https://healthinequality.org/documents/paper/healthineq_slides.pdf Gap growing at rate of 1 year a decade between top and bottom income quartiles.
  • 40. 40 What’s happened since 2014 http://thenationshealth.aphapublications.org/content/49/1/1.2 https://www.bbc.co.uk/news/world-us-canada-51316030 And then Covid19 started ….
  • 42. 42 Covid variation within capital cities https://www.standard.co.uk/news/world/coronavirus-map-countries-affected-covid-19-a4403081.html https://www.nytimes.com/interactive/2020/nyregion/new-york-city-coronavirus-cases.html
  • 44. 44 Riskiness of different jobs https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/articles/whichoccupationshav ethehighestpotentialexposuretothecoronaviruscovid19/2020-05-11
  • 50. 50 Ethnicity, pre-existing conditions or lifestyle? Source: OpenSAFELY: factors associated with COVID-19-related hospital death in the linked electronic health records of 17 million adult NHS patients. Multi-variate analysis of COVID-19 registered deaths using linked eHealth records
  • 51. 51 Why Covid-19 outcomes are not uniform Catch the disease Need hospital treatment Need ICU Die Outcomes linked to socioeconomic groups and geographical location https://www.clubvita.us/news-and-insights/vitamins-socioeconomic-effects-of-covid-19 • Population density • Living near a travel hub • Social obedience • Type of work Who will catch the disease? • Pre-existing conditions • Age profile • Lifestyle risk factors • Poorer healthcare Who will be worse affected?
  • 52. Club Vita LLP is an appointed representative of Hymans Robertson LLP, which is authorised and regulated by the Financial Conduct Authority and licensed by the Institute and Faculty of Actuaries for a range of investment business activities. Lang may yer lums reek For more information: www.clubvita.us douglas.anderson@clubvita.net +44 7788 376327 Club Vita US LLC 221 River Street 9th Floor, Hoboken, NJ 07030
  • 54. Ed Pudlowski FCA, MAAA, ASA, President, MorningStar Actuarial Consulting Join the conversation: @ilcuk #NumbersMatter
  • 55. NUMBERS MATTER - CORONAVIRUS IN THE UK AND US. WHAT WE KNOW AND WHAT HAPPENS NEXT SPONSORED BY THE INTERNATIONAL LONGEVITY CENTRE-UK AND THE INSTITUTE AND FACULTY OF ACTUARIES ED PUDLOWSKI MORNINGSTAR ACTUARIAL CONSULTING, LLC. 4 JUNE 2020
  • 56. Downstream Effects On Health and Longevity  Testing and Treatment of COVID-19  Implications of Social Isolation Policies 56
  • 57. US Daily New Case Trends 57 0 5,000 10,000 15,000 20,000 25,000 30,000 35,000 40,000 45,000 March10,2020 March12,2020 March14,2020 March16,2020 March18,2020 March20,2020 March22,2020 March24,2020 March26,2020 March28,2020 March30,2020 April1,2020 April3,2020 April5,2020 April7,2020 April9,2020 April11,2020 April13,2020 April15,2020 April17,2020 April19,2020 April21,2020 April23,2020 April25,2020 April27,2020 April29,2020 May1,2020 May3,2020 May5,2020 May7,2020 May9,2020 May11,2020 May13,2020 May15,2020 May17,2020 May19,2020 May21,2020 May23,2020 May25,2020 May27,2020 May29,2020 Daily New Cases of COVID-19 in the United States New Cases
  • 58. Hot Spots (trending up and > 500 cases) 58 Alabama Arizona Maryland Minnesota North Carolina Texas Virginia California Source: The New York Times
  • 59. 1 With likely diagnostic testing and possible OTC drug prescription 2 Likely requiring post-discharge care Infected No Yes Asymptomatic Symptomatic Mild Severe Emergency / Urgent Care1 Physician Office Visit1 Tele-medicine Consult1 Non-ICU Hospital Admission Sepsis2 ARDS2 ARDS with Sepsis2 COVID-19 Test Intensive Care Unit Admission COVID-19 Treatment Path
  • 60. Downstream Effects On Health and Longevity  Testing and Treatment of COVID-19  Implications of Social Isolation Policies 60
  • 61. 61
  • 62. 62
  • 63. 63
  • 64. 64
  • 65. 65
  • 66. Outpatient services are rebounding 66 Source: Ateev Mehrotra et al., “The Impact of the COVID-19 Pandemic on Outpatient Visits: A Rebound Emerges,” To the Point (blog), Commonwealth Fund, May 19, 2020. https://doi.org/10.26099/ds9e-jm36 Outpatient Services
  • 67. Change in Demand Due to Social Isolation March December Healthcare Utilization in the Absence of COVID-19 Change in Demand Due to Social Distancing and Fear Pent-up Demand Affected by Need, Desire, and Capacity ↓ Primary Care ↓ Emergency Room ↓ Lab Services ↓ Elective Surgeries ↑ Telemedicine ↑ Mental Health ↑ Substance Abuse - Prescription Drugs ↑ Primary Care ↑ Emergency Room ↑ Lab Services ↑ Elective Surgeries ↑ Telemedicine ↑ Mental Health ↑ Substance Abuse ↑ Chronic Condition Management Effect of Pandemic other than COVID-19 Care
  • 68. Downstream Effects of Social Isolation on Health and Longevity POSITIVE • Reduction in Automobile Accidents • Reduction in Other Accidents / Injuries • Reduced Pollution Levels • Increase in Telemedicine / Virtual Healthcare Visits • Legislative Activity NEGATIVE • Lack of Chronic Condition Management: • Heart / Cardiovascular Disease • Diabetes • Hypertension • Cancers • Behavioral Health: • Anxiety / Depression • PTSD • Substance Abuse • Domestic Violence • Organ / Blood Donations • Income Loss Effecting Healthcare Decisions • Loss of Public Transportation Effects Access to Healthcare • Physical Inactivity • Poor Diets 68
  • 70. Max Rudolph FSA, CFA, CERA, Rudolph Financial Consulting Join the conversation: @ilcuk #NumbersMatter
  • 71. Numbers matter: Coronavirus in the UK and the US What we know and what happens next International Longevity Centre UK, Institute and Faculty of Actuaries MAX J. RUDOLPH, FSA, CFA, CERA, MAAA Rudolph Financial Consulting, LLC 4 June 2020 @maxrudolph, max.rudolph@rudolph-financial.com
  • 72. Links to reports • SOA COVID-19 home page • https://www.soa.org/programs/covid-19/research- podcast/#research • Primary report updated periodically, supplementary reports, podcasts • R. Dale Hall, FSA, MAAA, CERA, CFA • Cynthia S. MacDonald, FSA, MAAA • Lisa A. Schilling, FSA, EA, FCA, MAAA • Steven C. Siegel, ASA, MAAA • J. Patrick Wiese, ASA 72
  • 73. COVID-19 Mortality Rates per 100,000 0.13 0.02 0.03 0.22 1.18 3.37 9.52 23.03 53.94 136.64 406.41 24.79 0.28 0.02 1.90 25.78 102.41 365.29 1,135.0967.71 0.08 - 0.21 0.88 3.00 11.91 44.59 144.02 366.78 707.66 52.77 0 200 400 600 800 1000 1200 0-9 10-19 20-29 30-39 40-49 50-59 60-69 70-79 80-89 90+ All Ages Under 1 year 01-14 15-44 45-64 65-74 75-84 85+ All Ages <1 1-4 5-14 15-24 25-34 35-44 45-54 55-64 65-74 75-84 85+ All Ages 73 Data source: INED for Europe, CDC and U.S. Census Bureau for U.S. and ONS for U.K. U.S. @5/28/20 Italy @5/28/20 0.05 0.10 0.50 1.02 2.78 9.41 34.50 125.26 365.92 799.72 43.63 0.04 0.04 0.28 1.01 2.68 9.73 27.39 72.78 211.68 434.88 27.55 0.01 0.03 0.09 0.19 0.64 2.15 7.77 24.75 82.84 198.09 357.94 10.24 0 200 400 600 800 1000 1200 0-9 10-19 20-29 30-39 40-49 50-59 60-69 70-79 80-89 90+ All Ages 0-9 10-19 20-29 30-39 40-49 50-59 60-69 70-79 80-89 90+ All Ages 0-9 10-19 20-29 30-39 40-49 50-59 60-69 70-79 80-89 90+ 100+ All Ages Spain @5/21/20 France @5/31/20 Germany @5/31/20 U.K. @5/26/20
  • 74. U.S. Weekly Flu, Pneumonia and COVID-19 Deaths by Selected Flu Seasons 74 2009–10 2011–12 2014–15 2017–18 2020 COVID-19 0 5,000 10,000 15,000 20,000 25,000 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 Week ending 5/9
  • 75. NYC Area Hospitalization Outcomes 75 [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] [CELLRANGE] 0 50 100 150 200 250 300 350 400 Female Male Female Male Female Male Female Male Female Male Female Male Female Male Female Male Female Male Female Male Age 0–9 Discharged alive Died 10–19 20–29 30–39 40–49 50–59 60–69 70–79 80–79 90+ Source: Richardson, Safiya, et al. (2020, April 22). “Presenting Characteristics, Comorbidities and Out comes Among 5700 Patients Hospitalized With COVID-19 in the New York City Area.” JAMA. https://jamanetwork.com/journals/jama/fullarticle/2765184
  • 76. Health Insurance Type of Hospitalized COVID- 19 Patients in the NYC Area 76 Medicare, 42.4% Commercial 33.1% Medicaid, 21.2% Self-pay 1.7% Other 1.7% •Mix will vary by location • Demographics • Comorbidities • Urban/rural •Uninsured (self-pay) seems low Source: Richardson, Safiya, et al. (2020, April 22). “Presenting Characteristics, Comorbidities and Out comes Among 5700 Patients Hospitalized With COVID-19 in the New York City Area.” JAMA. https://jamanetwork.com/journals/jama/fullarticle/2765184
  • 77. Potential US Natural Disaster Clusters • Historical April-June • Additional risk events stress insurer solvency • Protests are another form of risk event • may also be super spreader events similar to WW1 war bond parades in 1918 Flood 28% Tornado 19% Hail 14% Storm 10% Earthquakes 8% Hurricanes 6% Other 16% 77 Source: authors’ tabulations of SHELDUS loss data, 1980–2018
  • 78. Impact on Actuarial Practice Areas US CDC Moderate Pandemic Scenario (200,000 deaths) 78 Life Insurers • Assets • Interest rate guarantees • Annuities drive business model Pension Plans • Assets – defaults/downgrades • Returns • Employment disruption Health Insurers • Likely short-term positive because of deferred care • LTC/Disability – longer term issues Property/Casualty Insurers • Contract language - interruption • Legislation – systemic risk • Auto refunds
  • 79. Balance Sheet CDC Moderate Pandemic Scenario (200,000 Deaths) 79 Look for Discontinuities • Rules of thumb will no longer work • Use first principles for strategic planning Will central bank continue as lender of last resort? Likely Asset Problems • Defaults • Long-term low interest rates • Previous bets to pick up yield (e.g., BBB-) • Liquidity
  • 80. Evolving Practices 80 Risk Management • Scams/fraud • Food security – higher order Best Addressed With Deterministic Stress Tests • CDC Severe pandemic scenario (2 million deaths) • Negative rates • Stagflation • Geopolitics • U.S. election November 2020 Health Care Practices • Telemedicine • Supply chain • Isolation, mental health, physical abuse
  • 81. Summary of Risks At Risk Work Services Large Groups Social encounters Family members Packing plants Grocery store Rallies/protests Bars/clubs Black/Latino Call centers Big box store Summer camps Restaurants Comorbidities, old Factories Barber/salon Concerts/festivals Parties Essential workers (health care, police, fire, grocery, delivery) Work camps (e.g., construction, fracking) Public transit (bus, subway, plane) Places of worship Gyms Poverty Choirs Nursing homes Contact sports Dormitories/prisons Outdoor air quality 81
  • 82. Anna M. Rappaport F.S.A., M.A.A.A. Chair, Society of Actuaries Aging and Retirement Steering Committee Join the conversation: @ilcuk #NumbersMatter
  • 83. Numbers matter: Coronavirus in the UK and the US What we know and what happens next International Longevity Centre UK, Institute and Faculty of Actuaries ANNA M. RAPPAPORT, FSA MAAA Chair, SOA Committee on Post-Retirement Needs and Risks 4 June 2020
  • 84. What happened that may impact retirement security and risks • Many job losses, temporary layoffs and pay cuts • Declines in equity values • Many financially fragile individuals are in complete crisis • Many deaths in communities that combine personal care and housing for retirees • Senior communities do not allow visitors during pandemic • Decline in consumer confidence • CARES* Act included liberalization of withdrawal and loan provisions • Employees concerned about their retirement security, rightly so *U.S. Federal legislation providing relief on COVID-19 issues 84
  • 85. Short term – financially fragile employees • Most do not have emergency funds, and if so, they are inadequate • Employers with financial wellness programs will try to help • Job performance is affected by their financial distress • Concerns including paying rent, buying food • Many have debt, often with high interest rates – credit cards or pay day loans • Find ways to cut expenses • Must set priorities and negotiate on mortgage and other debt • If have retirement savings, be careful about using it immediately • Want to get these people stabilized so that they can save for retirement 85
  • 86. Short term – not financially fragile individuals but nearing or in retirement • Check what your situation is • Do retirement projection • Maybe cut expenses • Make adjustments if need to investments, but often, none are needed • Consider other sources of liquidity • Recognize the importance of flexibility • Scenario planning is recommended 86
  • 87. Questions about the future of the retirement system • COVID-19 is a disruption and makes us rethink • Do we have the right retirement system? • Is too much risk with the employee? • If employers don’t want more risk, should Social Security be increased? • How can we improve emergency funds? 87
  • 88. Family • SOA research shows all generations feel obligations to family • While it is not usually planned for, family help is important when limitations develop • COVID-19 creates many challenges for family – working at home, children at home • COVID-19 also increases need for help (e.g., seniors encouraged not to go shopping) • Expect more families to help other family members in need • Expect more multi-generational households • Financially more seniors help adult children financially than reverse • COVID-19 complicates caring for people at home, but also makes aging in place more desirable • COVID-19 will likely make it more difficult and more important 88
  • 89. Work and retirement • COVID-19 has led to major work disruption • People may want to delay retirement – unclear if that will work out • Work has been increasingly accepted as part of retirement • More people will need/want to work as part of retirement – but it will likely be more difficult • Work is often on a flexible or reduced schedule • Few employers provide formal phased retirement programs • It is usually up to people to figure it out on their own • Many retirees work independently • People are living longer and while retirement ages have crept up, retirement periods are increasing • Same issues as before but much more challenging 89
  • 90. Housing that integrates care CCRCs, Assisted Living, Nursing Homes, Independent Living • Housing choices very important • COVID-19 disruptions may lead to some changes in best housing choices • Aging in place may be more valued (in light of bad experience in nursing homes and assisted living) • Some choices have substantial entry fees and traditionally offered a good life style with access to care • COVID-19 lockdowns meant people in senior housing were confined to rooms with meals delivered, no visitors including no family • Bad record of COVID-19 outbreaks in spite of lockdowns • Problems include staff as a source of contagion, underpaid staff, inadequate PPE 90
  • 91. Big future questions, but where is benefit management now? • Dealing with the short term • HR is consumed with keeping employees saving, dealing with working at home issues, layoffs, return to work issues, health problems and more, more, more… • For those with financial wellness programs, helping employees find their way • Deciding whether to add CARES provisions to DC plans (the Federal relief legislation allows additional loans and hardship withdrawals if plan permits) and implementing • Deciding whether to reduce contributions to DC plans and implementing • Deciding whether to delay funding as permitted • Not thinking about longer term retirement issues, but many are lurking 91
  • 92. Resources – Society of Actuaries • Home page https://www.soa.org/programs/covid-19/research-podcast/?homepagecard= • Society of Actuaries Research Brief: Impact of COVID-19, May 15, 2020 • A COVID-19 Actuarial R0 Primer • COVID-19 Trends by Hospital Referral Region • COVID-19 Mortality Data Sources in the U.S • Impact of COVID-19 on Family Dynamics in Retirement • An Overview of Population Models of Epidemics • Impact of COVID-19 on Deferred Medical Costs and Future Pent-Up Demand • Impact of COVID-19 on Senior Housing and Support Choices • Connecting Emerging COVID-19 Data to Insured Claims, updated April 23, 2020 • Projections of COVID-19 Hospitalizations and Deaths, Updated April 24, 2020 • Mental Health Trends and COVID-19 • COVID-19 Costs to Commercial Health Insurers • Impact of COVID-19 on Retirement Risks 92
  • 93. Q&A Please submit your questions to panellists via the Q&A tab Join the conversation: @ilcuk #NumbersMatter
  • 94. Closing remarks from Chair Trevor Llanwarne, ILC Trustee Join the conversation: @ilcuk #NumbersMatter
  • 95. Work with us Business intelligence: we’ll give you advance notice of our latest research, ad hoc briefings on areas of specific interest to your organisation, as well as a discount on any research you commission from us. Networks and connections: our Partners events have included visits to Number 10, briefings with prominent influencers, as well as the opportunity to meet ministers, policy experts and fellow Partners. Brand benefits: as a Partner your brand will be visible through our numerous events, press releases and presentations, and give you the opportunity to be positioned at the heart of the debate on longevity. For more information contact Redvers Lee: redverslee@ilcuk.org.uk
  • 96. Future of Ageing 2020: Together for tomorrow – Delivering a better society for all generations Date: Thursday, 3 December 2020 Time: 9.00am (for 9.30am) - 5.30pm Location: Wellcome Collection, 183 Euston Road, NW1 2BE Make the most of our early bird rate. Register at: futureofageing.org.uk Join the conversation: @ilcuk #NumbersMatter
  • 97. Thank you ilcuk.org.uk @ilcuk futureofageing.org.uk Join the conversation: @ilcuk #NumbersMatter

Notes de l'éditeur

  1. We have an actively engaged network of experts, policy makers and practitioners, including long standing relations with UCL; our first partner
  2. Past & future
  3. Past & future
  4. COVID-19 is affecting all of us in the pension plan world and we’re working on what it means for pension plans Our strong hypothesis is that excess mortality during 2020 will depend on both socioeconomic group and geographic location of plan participants Who will catch the disease - geographic due to pop density/nearness to travel hub - SE also associated with housing density and type of work (front line vs. wfh) Then, some that catch it are worse affected, hospital, icu, die Who is worse affected? - function of preexisting conditions and lifestyle factors, both of which are heavily correlated with SE status
  5. Sources: US CDC (deaths) and US census bureau (population); INED French Institute for Demographic Studies France, Germany, Italy, Spain); UK ONS
  6. Source CDC, approximately - week 1 includes Oct 1 (starts on Sunday)
  7.  In this case series that included 5700 patients hospitalized with COVID-19 in the New York City area, the most common comorbidities were hypertension, obesity, and diabetes. Among patients who were discharged or died (n = 2634), 14.2% were treated in the intensive care unit, 12.2% received invasive mechanical ventilation, 3.2% were treated with kidney replacement therapy, and 21% died.
  8. From same report as previous slide, uninsured 8.5% in 2018
  9. Brexit?
  10. Starting point of high debt will drive assets – stimulus on overdrive leaves limited room for additional help without a big cost
  11. Examples moral hazard
  12. Risk interactions – Arab Spring type event becomes more likely, protests more likely to bubble up due to frustration - China
  13. Interactions between categories makes it hard to isolate risks, inflammatory markers - inflammation of blood vessels (sound, taste, COVID toes, dextromethorphan in cough medicine) Comorbidities include age 44, heart, male, kidney, obese BMI over 40, oxygen saturation under 88%
  14. We have an actively engaged network of experts, policy makers and practitioners, including long standing relations with UCL; our first partner
  15. We have an actively engaged network of experts, policy makers and practitioners, including long standing relations with UCL; our first partner