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building value together 6 April 2012 GPV for Takaful - GPV... · 2019-11-05 · B. Mudharabah share...
Transcript of building value together 6 April 2012 GPV for Takaful - GPV... · 2019-11-05 · B. Mudharabah share...
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GPV for Takaful
6 April 2012
Hassan Scott Odierno, FSA
Kuala Lumpur
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Actuarial Work in Takaful
• Pricing / Product
Development
• Risk Management /
Corporate Governance
• Valuation and Projections
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8 Step Process for Performing an Actuarial Valuation
• Data Accuracy
• Data Consistency
• Data Completeness
• Assumptions
• Methodology
• Calculations
• Results
• Report generation
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Why do we care about GPV?
With fair value accounting being implemented worldwide, our
actuarial reserves must be at best estimate plus padding.
With the old standard net premium valuation (NPV) basis it is
not clear if this is the case. Also, we must strive for fairness
with respect to surplus sharing, which can only be achieved if
assets and liabilities are using a best estimate approach
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How do we calculate GPV?
In GPV we estimate all cash flows including bonuses and take
their present value using best estimates plus padding
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How do we determine the padding?
Padding can be defined by a regulator as a certain increase
from base assumptions such as in South Africa or determined
at a percentile such as 75th percentile in Malaysia
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How do we determine the 75th percentile reserve?
We analyze the experience of each assumption getting the
mean, standard deviation, other descriptive statistics and fit to a
distribution such as normal or lognormal
Scenario 1 Scenario 2
Assets 1000 1000
VRBE 500 500
VRLCC 800 800
VR75 550 650
TCR 250 (800-550) 150 (800 – 650)
TCA 450 (1000-550) 350 (1000-650)
CAR 180% (450 / 250) 233% (350 / 150)
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Expense Analysis
Accuracy of the GPV reserves depends on accurate splits of
expenses of the operators fund between family and general
Takaful, group and individual, first year and renewal and
percent of contribution and per policy. Simplified methods such
as all expenses assumed to be at inception for single
contribution plans results in under reserving
Year Actual Expense Pricing
1 100 150
2 10 0
3 10 0
4 10 0
5 10 0
6 10 0
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Expense Overruns
If operations are still in the growth stage then expenses as well
as new business can be projected several years into the future
to determine expense assumptions. In this case there will be
expense overruns in the first few years which must be reserved
for
2011 2012 2013
A. Policies 2 4 8
B. Actual Expenses 1,000 1,100 1,200
C. Assumption (B/A) 500 275 150
D. Expense Assumptions 2011 2,000 4,000
E. Overruns / (Underruns) (900) (2,800)
F. Long Term Expense Assumptions (50) 200 400
G. Overruns / (Underruns) 900 800
H. Expense Assumptions 2013 600 1,200
I. Overruns / (Underruns) 500 0
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Expense confidence levels
One approach to confidence levels is to compare actual
expense levels versus those projected from management the
prior year to estimate managements ability to predict expense
levels
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Mortality experience splits
Potential splits in experience:
• Agency versus bancatakaful
• Level of underwriting
• Age or age band
• Males versus females
• Select versus ultimate period
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Mortality confidence levels
We need credibility (at least 64 deaths) in using subsets of data,
but the question is whether volatility is expected to vary by the
subsets. Collecting industry data by industry associations or
retakaful operators would be useful here, but need to account
for higher expected volatility of experience on an individual
basis
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Critical illness experience
There is very little critical illness experience available, company
or industry wide. As actuaries we are also much less confident
of how experience will emerge. Thus confidence interval
estimation will be a challenge. This is also where industry
associations or retakaful operator could assist
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Lapse / surrender analysis
Lapse experience is at minimum split by duration and single /
regular contributions. When calculating confidence levels we
need to test both high and low lapsation, which might change
over time even for the same policy. At issue is whether volatility
varies by duration.
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Projecting investment returns / discount rates
Two methods are used for investment return / discount rate
assumptions for the risk fund, best estimates plus padding or
the risk free yield curve. When using best estimates it is
important to have benchmarks by asset classes to allow
comparisons of volatility of benchmark versus actual experience
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Savings fund investment returns / discount rates
In GPV reserving for plans with savings accounts we need to
assess the probability of the savings fund to run out of money
and don’t allow for Tabaru’ drips in the risk fund once it does run
out. Padding would need to be included here
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Risk free yield curve
To calculate the risk free yield curve we obtain the yields to
maturity for key durations, interpolate by six month period, then
use bootstrapping in excel and goal seek to get the zero
coupon yields. This is difficult to obtain in most countries
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Operators fund GPV methodology
This is dependent on the model, but we take the present value
of outgo minus income:
• Outgo
• Management Expenses
• Commissions
• Taxation / Zakat
• Income
• Wakalah fees in whatever format
• Mudharabah investment sharing
• Risk fund surplus sharing
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Sterling Reserves
GPV is similar to sterling reserves, but sterling reserves are
slightly more conservative as some offsetting is not allowed
Year Cash Flow
1 (100)
2 50
3 50
Ignore discounting:
GPV = 0
Sterling = 100
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Risk fund GPV methodology
• Outgo
• Benefit payments
• Expenses (some models)
• Mudharabah investment sharing (some models)
• Retakaful contributions
• Income
• Tabarru’ drips (some models)
• Gross contributions net of wakalah fees (some models)
• Retakaful surplus sharing (some models)
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Following the bigger picture
Where we build conservatism into tabarru’ rates as a buffer we
must also build this into the valuation assumptions. If not the
buffer is completely released at inception
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Illustration of GPV
A mortgage reducing term Takaful (MRTT) drip plan is taken as
an example to show the changes from NPV to GPV in terms of
the reserve itself as well as on first year strain and overall
profitability
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MRTT Under NPV
Cash Flow NPV NPV Mort Change
NPV Reserving
Rate Change
GPV
A. Wakalah Fee 2,594 2,594 2,594 2,594
B. Mudharabah share Investment income from PIA
31 31 31 31
C. Investment Income of Operators Fund
4 4 4 9
D. Surplus share from Risk Fund 0 44 0 44
E. Management Expenses 210 210 210 210
F. Commission 1,038 1,038 1,038 1,038
G. Increase in expense reserve 0 0 0 139
H. Increase in solvency margin 0 0 0 802
I. Surplus after solvency and corporate tax (A+B+C+D-E-F-G -H) * (1-corporate tax)
1,036 1,069 1,069 367
J. Qard 2,738 0 0 0
K. Total Capital Available (H – I) 1,702 1,069 1,069 367
L. Reserves at end of year 1 2,874 0 0 0
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MRTT under NPV
Reserves and thus Qard under NPV drops tremendously once a
best estimate plus padding mortality table is used, but not much
of a change due to using the risk free yield curve. The final GPV
includes lapsation as well as solvency margin and expense
reserve.
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Conclusion
GPV in Takaful follows the same
processes and general methodology
as conventional insurance, but the
actuary must keep in mind both the
detail level issues specific to Takaful
as well as the big picture of how and
where reserves should be held.
Questions