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Page 1: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future
Page 2: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Philippe AusselThe drivers of future mortality: an underwriter’s perspective

Page 3: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

The drivers of future mortality

Over time: mortality improvements

Looking back: historical determinants

Peaking ahead: future drivers

Last but not least

Page 4: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Main literature reviewed

A. Case, C. Paxson, 2010. "Causes and consequences of early-life health," Demography, Springer, vol. 47(1), pages S65-S85, March. http://www.nber.org/papers/w15637.pdf

D. M.Cutler, A. Deaton and A. Lleras-Muney. "The Determinants Of Mortality," Journal of Economic Perspectives, 2006, v20 (3, Summer), 97-120. Available from: http://www.nber.org/papers/w11963

D. M. Cutler, E. L. Glaeser, A. B. Rosen, 2009. "Is the U.S. Population Behaving Healthier?," NBER Chapters, in: Social Security Policy in a Changing Environment National Bureau of Economic Research, Inc. Available from: http://www.nber.org/papers/w13013.pdf

S.S. Morse. “Factors in the emergence of infectious diseases”. Available from: http://wwwnc.cdc.gov/eid/article/1/1/pdfs/95-0102.pdf

National Institutes of Health (US); Biological Sciences Curriculum Study. NIH Curriculum Supplement Series [Internet]. Bethesda (MD): National Institutes of Health (US); 2007-. Understanding Emerging and Re-emerging Infectious Diseases. Available from: http://www.ncbi.nlm.nih.gov/books/NBK20370/

J. Olshansky, B.A. Carnes and A. Désesquelles. “Prospects for Human longevity”, Science, Vol 291, Issue 5508, 1491-1492, 23 February 2001. Available from: http://sjayolshansky.com/sjo/Manuscripts_files/Science2001.pdf

R.J. Pokorsky, MD, MBA. “Pricing implications of trends in population mortality and underwriting effectiveness”, J Insur Med 2004;36:54-59. Available from: http://aaimedicine.org/journal-of-insurance-medicine/jim/2004/036-01-0054.pdf

M.C. Purushotham. “Mortality improvements”, The Actuary Magazine, August/September 2011 – Volume 8 Issue 4. Available from: http://www.soa.org/library/newsletters/the-actuary-magazine/2011/august/act-2011-vol8-iss4-purushotham.pdf

J. Vaupel. “The advancing frontier of human survival” presented at the Living to 100 symposium of the SOA – January 8-10, 2014. Available from: https://www.soa.org/Library/Monographs/Life/Living-To-100/2014/mono-li14-1-soa-informal-discussant.pdf

Page 5: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Before we really start

• Impact on socio-demographic population needs.

• Macro-economic planning.

• Micro-economic challenges for insurance and pension institutions.

• Longer living viewed as positive trend and substantial social achievement.

Mortality

Longevity

Page 6: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Every day, there is news …

Page 7: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Mortality improvements over time

Page 8: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Mortality improvements over time

Age at death over time

Life expectancies over time

Causes of death over time

Leading causes of death

Page 9: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Age at death over time increased…

England & Waleshttp://www.princeton.edu/~deaton/downloads/cutler_deaton_lleras-muney_determinants_mortality_jep_2006.pdf

UShttp://www.ssa.gov/OACT/NOTES/as116/as116_V.html#wp999267

Page 10: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

…and similarly Life expectancies increased, …

Page 11: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

…as causes of death evolved.

Page 12: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Life expectancy over time

0

20

40

60

80

100

120

140

1,000,000 BC10,000 BCRoman Empire1700's1820's1870‐1900'sTodayOldest ever

Maximum life span?

Page 13: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Looking back: historical determinants

Page 14: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Historical determinants

Nutrition

Public health

Urbanization

Socioeconomic factors

Behavioural and lifestyle changes

Page 15: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Nutrition

• Improved agricultural machinery.

• Improved farmland yields.

• Improved quantities and qualities of available food.

• Improved food handling and conservation.

• Resulted in improved overall health status.

Page 16: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Public health

• Overall improved sanitation and hygiene.

• Population-wide vaccinations and public health education.

• Antibiotics and antimicrobial treatments.

• Serologic testing.• Viral isolation and

tissue culture.• Molecular

techniques.http://www.cdc.gov/mmwr/preview/mmwrhtml/mm4829a1.htm#fig1

50% gain

Page 17: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Urbanization

• Initially, adverse effect on mortality and survival rates.

• Then, improved sanitary and housing conditions reduced waterborne diseases.

• Closer access to hospitals.

Page 18: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Socioeconomic factors

• Economic inequality in terms of level of education, income, wealth and social status have discriminating factors on life expectancy.

• Major focus of public policies to lessen gaps.

http://inequality.org/inequality‐health/http://www.decisionsonevidence.com/wp‐content/uploads/2012/11/Life‐Expectancy‐and‐Mean‐Years‐of‐Schooling.png

Page 19: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Behavioural and lifestyle changes

Smoking

Excessive alcohol

Driving safety

Disease prevention

Exercising

Worksite safety

Page 20: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Let’s pause … and reflect!

• Will the (linear) trend of mortality improvement continue and if so, at what rate?

• Is it feasible to eliminate all possible risk factors for an entire population?

• How will the new discoveries be implemented at a population-level, and how cost-effective will they be?

• Past medical breakthroughs haven’t been programmed or planned … they “just” happened! So, will the future be like the past, or just different as it has been?

• What does it take to push the current average life expectancy of 80-85 to the magical 100, or the maximum global life span from 122 years to 150?

Is it flattening?

Page 21: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Peaking ahead: future drivers

Page 22: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Peaking ahead: future drivers

Medical advances

Behavioural and lifestyle changes

Infectious diseases

What if …

Page 23: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Medical advances

• Improved prevention and surveillance?

• Improved diagnostic tools and algorithms?

• Improved intervention techniques, and reduction of the operation risk?

• Improved (bio)medical treatments based on genotype specific therapies, rejuvenation of human tissues, replacement of malfunctioning genes, nanoand quantum technologies, molecular genetics allowing genes to be repaired?

Page 24: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Behavioural and lifestyle changes

• Resolving socioeconomic inequality?

• Access to health care, health prevention and education? Will it be remotely performed?

• Continued prevention for smoking, obesity, hypertension, dyslipidemia, diabetes, environmental and occupational diseases, drug and distracted driving, excessive alcohol use, processed foods, motivation to exercise, safety standards for avocations and occupations, prevention of suicide and other violent deaths (homicides).

• Increased compliance to medical recommendations and screenings.

Page 25: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Infectious diseases• 6 major types of infectious agents:

– Bacteria– Viruses– Fungi– Protozoa– Helminthes (parasites)– Prions (e.g. Creutzfeldt-Jakob disease)

• To survive, infectious agents need “reservoirs”.

• Recent infections included: – AIDS and HBC virus (untested blood)– Legionnaire disease (ventilation systems)– Hantavirus (rodent)– Lyme disease (reforestation)– Avian influenza

• Dormant pathogens can be activated at any time any where when there is a disturbance in their ecological environment (agricultural, economic, climate, population movements, human behaviors, etc.).

• Treatment resistance (malaria, tuberculosis), globalization, public health deficiencies are the new concerns.

http://trialx.com/curebyte/2011/08/27/clinical‐trials‐and‐images‐of‐emerging‐infectious‐diseases/

Page 26: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

What if …

75

80

85

90

95

100

105

Today Tomorrow

Life expectancy at birth … all 3 major causes of death would be

completely eliminated whereby, already today, many people are living longer (or dying less)

because of pacemakers, statins,

beta-blockers, tamoxifen, artificial

limbs, etc.

15‐year gain

Page 27: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Is there any room for future improvements left?

Page 28: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Projected mortality rates Ages 0-1 and 1-14

http://www.data.unicef.org/maternal‐health/maternal‐mortality

Infant m

ortality

Maternal mortality

Page 29: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Projected mortality rates Ages 15-54 and 55-64

Middle ages: Risk factors  prevention

Young adults: Accidental deaths

Page 30: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Projected mortality rates Ages 65-74 and 75-84

Young seniors: Keeping active

Young retirees: Disease‐free living

Page 31: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Projected mortality rates Ages 85-89 and 90+

Seniors: Disability‐free living

Older seniors: Quality of life

Page 32: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Last, but not least!

Page 33: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Let’s pause again, and think more!

The Preston curve

Health care spending

Squaring of the mortality curve

Population pyramids

Economic recession and population health

Page 34: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

The Preston curve

http://www.princeton.edu/~deaton/downloads/cutler_deaton_lleras‐muney_determinants_mortality_jep_2006.pdf

Page 35: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Health care spending vs. life expectancy

http://square.umin.ac.jp/massie‐tmd/druglagwarui.html

Page 36: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Squaring of the mortality curve

“Overall, probabilities of surviving to older ages have increased over the last century, and this trend is expected to continue in the future but at a slower pace”. 

Page 37: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Age pyramids: today

http://populationpyramid.net

Page 38: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Age pyramids: tomorrow

http://populationpyramid.net

Page 39: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Effect of economic recession on population health

Stephen Bezruchka CMAJ 2009;181:281-285

• Mortality (except from suicide) is increasing in times of economic expansion, and decreasing in economic downturn in “richer countries” (it is the opposite in poorer countries). 

• In richer countries, greater national wealth doesn’t lead to improved population welfare (“Affluenza” syndrome?).

• Multiple mechanisms are at play: increased leisure time, more time with friends and family, slower lifestyle, less work stress, less smoking and drinking … 

• Some governments (UK) are shifting from just length of life, to improving quality of life. 

Page 40: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

The drivers of mortality …

Page 41: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

… from yesterday to tomorrow! NutritionNutrition

Sanitation and vaccinationsSanitation and vaccinations

UrbanizationUrbanization

EducationEducation

Medical advancesMedical advances

Diseases preventionDiseases prevention

SmokingSmoking

Alcohol and drivingAlcohol and drivingWorksite safetyWorksite safety

ExercisingExercising

Obesity, Diabetes, drug resisting infectious 

diseases, processed foods, globalization

Obesity, Diabetes, drug resisting infectious 

diseases, processed foods, globalization

Quality of lifeQuality of life

Medical breakthroughs?Medical breakthroughs?

Health care funding?Health care funding?

UnknownsUnknowns

Will the trend continue?

If so, at what rate?Is it slowing down?Length of life or quality of life?What are the unknowns?

Today

Page 42: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Thank you!

Page 43: CRC 2015 The Drivers of future mortality by Philippe Aussel SCOR …crconline.ca/2015_presentations/CRC 2015 Breakout 3... · 2015. 4. 13. · Philippe Aussel The drivers of future

Philippe AusselThe drivers of future mortality: an underwriter’s perspective