Balance sheet integrity In focus: the underwriting cycle seminar - - PowerPoint PPT Presentation

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Balance sheet integrity In focus: the underwriting cycle seminar - - PowerPoint PPT Presentation

Balance sheet integrity In focus: the underwriting cycle seminar Casualty Actuarial Society October 5-6, 2009 Daniel Lowen, FCAS, MAAA Agenda Define balance sheet integrity Explain Ernst & Young analysis Present analysis results


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SLIDE 1

Balance sheet integrity

In focus: the underwriting cycle seminar

Casualty Actuarial Society October 5-6, 2009 Daniel Lowen, FCAS, MAAA

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SLIDE 2

Page 1

Agenda

► Define balance sheet integrity ► Explain Ernst & Young analysis ► Present analysis results and hindsight look for five

Schedule P lines

► Personal auto liability ► Commercial auto liability ► Commercial multi-peril ► Medical malpractice – claims-made ► Other liability – occurrence

► Present hindsight look only for two more lines

► Workers compensation ► All lines combined

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SLIDE 3

Page 2

The auditing actuary’s role in assessing a balance sheet

► Basic steps of our work:

► Review Company actuary’s work, performing independent analysis

wherever it appears necessary

► Establish a range of reasonable liability estimates to see if

Company held lies within range

► Check movement since prior year to check if it is consistent with

loss development in interim

► Check position in our range for consistency with prior year

► Ideally, we serve as a helpful peer review ► Possible problems we look for

► Hiding bad news that will have to emerge eventually ► Managing earnings

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SLIDE 4

Page 3

Defining balance sheet integrity — the auditing actuary’s perspective

There are three quantities to consider when assessing the integrity of the reserves (considering each accident year in isolation):

  • 1. Booked loss ratio (known)
  • 2. Company actuary’s estimate of ultimate loss ratio (often unknown or partially known)
  • 3. Our estimate of ultimate loss ratio (known)
  • 4. True ultimate loss ratio (not known for several years)

► True balance sheet integrity is the narrowness of the gap between 1 and 2. ► Auditing actuaries measure the narrowness of the gap between 1 and 3. ► With hindsight, the narrowness of the gap between 1 and 4 can give us some insight

into what the degree of balance sheet integrity might have been at the time.

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SLIDE 5

Page 4

Ernst & Young analysis — description

Mechanical procedure for deriving our own ultimate loss estimates, established to minimize judgment bias:

► Development factors selected for paid and reported loss & DCC

triangles

► Ultimates from chain-ladder projections compared to premium to

select IELR for Bornhuetter-Ferguson projections

► Ultimates selected from among projections and liability estimated for

each accident year

► Booked A&O expenses accepted without analysis

(continued)

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SLIDE 6

Page 5

Ernst & Young analysis — description

We wanted to compare:

► Our estimates of accident year ultimate loss ratios to booked loss

ratios at 12 months

► Our estimates of year-end liabilities (excluding accident years over

10 years old) to booked

This was possible for loss and LAE net of reinsurance only, as Schedule P does not provide triangles gross of reinsurance.

(continued)

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SLIDE 7

Page 6

Ernst & Young analysis — description

► We also looked back at booked ultimate loss

ratios for each accident year, going back to AY 1995

► We did this for loss and LAE net of reinsurance,

gross of reinsurance, and ceded to reinsurance

► Ceded loss ratios fluctuate widely due to

interaction of gross and net, so it was hard to discern a pattern in the charts we developed

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SLIDE 8

Page 7

Ernst & Young analysis — selected lines

Criteria for five lines selected:

► 10 years of data in Schedule P ► Perceived consistency across industry (i.e., not

reinsurance lines)

► Developing fast enough to ignore development beyond

120 months Selected lines:

► Personal auto liability ► Commercial auto liability ► Commercial multi-peril ► Medical malpractice — claims-made ► Other liability — occurrence

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SLIDE 9

Page 8

Personal auto liability (1) — total liability gap

Industry PAL: over/(under)-estimation of year-end liabilities

0% 2% 4% 6% 8% 10% 12% 14% 16% 18% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Financial statement year Percent of actuarial liability estimate

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Page 9

Personal auto liability (2) — AY gap

Industry PAL, accident year net ultimate loss ratios at 12 months

70% 75% 80% 85% 90% 95% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium Industry ULR Actuarial ULR

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SLIDE 11

Page 10

Personal auto liability (3) — AY gap

Industry PAL: over/(under)-estimation of accident year ULR at 12 months

  • 2%

0% 2% 4% 6% 8% 10% 12% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium

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Page 11

Personal auto liability (4) — net hindsight

Industry PAL, deviation from booked net ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 7%
  • 6%
  • 5%
  • 4%
  • 3%
  • 2%
  • 1%

0% 1% 2% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of net premium

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Page 12

Personal auto liability (5) — gross hindsight

Industry PAL, deviation from booked gross ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 7%
  • 6%
  • 5%
  • 4%
  • 3%
  • 2%
  • 1%

0% 1% 2% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of direct and assumed premium

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SLIDE 14

Page 13

Personal auto liability (6) — ceded hindsight

Industry PAL, deviation from booked ceded ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 10%
  • 5%

0% 5% 10% 15% 20% 25% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of ceded premium

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Page 14

Commercial auto liability (1) — total liability gap

Industry CAL: over/(under)-estimation of year-end liabilities

  • 20%
  • 15%
  • 10%
  • 5%

0% 5% 10% 15% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Financial statement year Percent of actuarial liability estimate

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Page 15

Commercial auto liability (2) — AY gap

Industry CAL, accident year net ultimate loss ratios at 12 months

60% 65% 70% 75% 80% 85% 90% 95% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium Industry ULR Actuarial ULR

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Page 16

Commercial auto liability (3) — AY gap

Industry CAL: over/(under)-estimation of accident year ULR at 12 months

  • 12%
  • 10%
  • 8%
  • 6%
  • 4%
  • 2%

0% 2% 4% 6% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium

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Page 17

Commercial auto liability (4) — net hindsight

Industry CAL, deviation from booked net ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 5%

0% 5% 10% 15% 20% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of net premium f

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Page 18

Commercial auto liability (5) — gross hindsight

Industry CAL, deviation from booked gross ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 10%
  • 5%

0% 5% 10% 15% 20% 25% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of direct and assumed premium

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Page 19

Commercial auto liability (6) — ceded hindsight

Industry CAL, deviation from booked ceded ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 10%
  • 5%

0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of ceded premium

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Page 20

Commercial multi-peril (1) — total liability gap

Industry CMP: over/(under)-estimation of year-end liabilities

  • 20%
  • 15%
  • 10%
  • 5%

0% 5% 10% 15% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Financial statement year Percent of actuarial liability estimate

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Page 21

Commercial multi-peril (2) — AY gap

Industry CMP, accident year net ultimate loss ratios at 12 months

55% 60% 65% 70% 75% 80% 85% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium Industry ULR Actuarial ULR

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Page 22

Commercial multi-peril (3) — AY gap

Industry CMP: over/(under)-estimation of accident year ULR at 12 months

  • 8%
  • 6%
  • 4%
  • 2%

0% 2% 4% 6% 8% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium

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Page 23

Commercial multi-peril (4) — net hindsight

Industry CMP, deviation from booked net ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 8%
  • 6%
  • 4%
  • 2%

0% 2% 4% 6% 8% 10% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of net premium f

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Page 24

Commercial multi-peril (5) — gross hindsight

Industry CMP, deviation from booked gross ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 6%
  • 4%
  • 2%

0% 2% 4% 6% 8% 10% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of direct and assumed premium

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Page 25

Commercial multi-peril (6) — ceded hindsight

Industry CMP, deviation from booked ceded ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 10%
  • 5%

0% 5% 10% 15% 20% 25% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of ceded premium

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Page 26

Medical malpractice, claims-made (1) — total liability gap

Industry MM-CM: over/(under)-estimation of year-end liabilities

  • 20%
  • 10%

0% 10% 20% 30% 40% 50% 60% 70% 80% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Financial statement year Percent of actuarial liability estimate

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Page 27

Medical malpractice, claims-made (2) — AY gap

Industry MM-CM, accident year net ultimate loss ratios at 12 months

45% 55% 65% 75% 85% 95% 105% 115% 125% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium Industry ULR Actuarial ULR

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Page 28

Medical malpractice, claims-made (3) — AY gap

Industry MM-CM: over/(under)-estimation of accident year ULR at 12 months

  • 30%
  • 20%
  • 10%

0% 10% 20% 30% 40% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium

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Page 29

Medical malpractice, claims-made (4) — net hindsight

Industry MM-CM, deviation from booked net ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 30%
  • 20%
  • 10%

0% 10% 20% 30% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of net premium f

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Page 30

Medical malpractice, claims-made (5) — gross hindsight

Industry MM-CM, deviation from booked gross ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 30%
  • 20%
  • 10%

0% 10% 20% 30% 40% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of direct and assumed premium

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Page 31

Medical malpractice, claims-made (6) — ceded hindsight

Industry MM-CM, deviation from booked ceded ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 30%
  • 20%
  • 10%

0% 10% 20% 30% 40% 50% 60% 70% 80% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of ceded premium

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Page 32

Other liability, occurrence (1) — total liability gap

Industry OL-Occ: over/(under)-estimation of year-end liabilities

  • 20%
  • 15%
  • 10%
  • 5%

0% 5% 10% 15% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Financial statement year Percent of actuarial liability estimate

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Page 33

Other liability, occurrence (2) — AY gap

Industry OL-Occ, accident year net ultimate loss ratios at 12 months

55% 60% 65% 70% 75% 80% 85% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium Industry ULR Actuarial ULR

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Page 34

Other liability, occurrence (3) — AY gap

Industry OL-Occ: over/(under)-estimation of accident year ULR at 12 months

  • 8%
  • 6%
  • 4%
  • 2%

0% 2% 4% 6% 8% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium

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Page 35

Other liability, occurrence (4) — net hindsight

Industry OL-Occ, deviation from booked net ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 8%
  • 6%
  • 4%
  • 2%

0% 2% 4% 6% 8% 10% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of net premium f

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Page 36

Other liability, occurrence (5) — gross hindsight

Industry OL- Occ, deviation from booked gross ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 6%
  • 4%
  • 2%

0% 2% 4% 6% 8% 10% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of direct and assumed premium

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Page 37

Other liability, occurrence (6) — ceded hindsight

Industry OL- Occ, deviation from booked ceded ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 10%
  • 5%

0% 5% 10% 15% 20% 25% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of ceded premium

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Page 38

Workers compensation (1) — AY ULR development from 12 months

Industry WC, accident year net ultimate loss ratios at 12 months

60% 70% 80% 90% 100% 110% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium 12 months 120 months or latest

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Page 39

Workers compensation (2) — net hindsight

Industry WC, deviation from booked net ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 25%
  • 20%
  • 15%
  • 10%
  • 5%

0% 5% 10% 15% 20% 25% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of net premium f

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Page 40

Workers compensation (3) — gross hindsight

Industry WC, deviation from booked gross ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 30%
  • 20%
  • 10%

0% 10% 20% 30% 40% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of direct and assumed premium

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Page 41

Workers compensation (4) — ceded hindsight

Industry WC, deviation from booked ceded ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 30%
  • 20%
  • 10%

0% 10% 20% 30% 40% 50% 60% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of ceded premium

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Page 42

All lines (1) — AY ULR development from 12 months

Industry summary, accident year net ultimate loss ratios at 12 months

60% 65% 70% 75% 80% 85% 90% 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 Accident year Percent of net premium 12 months 120 months or latest

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Page 43

All lines (2) — net hindsight

Industry summary, deviation from booked net ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 8%
  • 6%
  • 4%
  • 2%

0% 2% 4% 6% 8% 10% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of net premium

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Page 44

All lines (3) — gross hindsight

Industry summary, deviation from booked gross ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 8%
  • 6%
  • 4%
  • 2%

0% 2% 4% 6% 8% 10% 12% 14% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of direct and assumed premium

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Page 45

All lines (4) — ceded hindsight

Industry summary, deviation from booked ceded ULR at 12 months

AY1995 AY1996 AY1997 AY1998 AY1999 AY2000 AY2001 AY2002 AY2003 AY2004 AY2005 AY2006 AY2007

  • 10%
  • 5%

0% 5% 10% 15% 20% 25% 30% 12 24 36 48 60 72 84 96 108 120 Maturity in months Percent of ceded premium

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Page 46

Summary

The industry in the aggregate reserved inadequately when prices were known to be low, and conversely, over-reserved when prices were high. A mechanical liability estimation approach usually came closer to the later-known ultimate loss ratios than the booked loss ratios (compare slides 1 & 3 for each line).