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2. The Way It Was Meant To Be. 3. Earnings Include
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1. Sources of Earnings:Tools for Managing Your LTC Business John K. Heins, FSA, MAAA
PolySystems
Robert J. LaLonde, FSA
Insight Decision Solutions, Inc
Mark A. Walker, FSA, MAAA
Genworth Financial
2.
2
3.
3 Earnings Include… Percent of Premium
Plus Gain on Interest
Plus Gain on Persistency
Plus Gain on Claim Experience
Plus Expense Gain
Plus Interest on Surplus (Capital,Equity)
4.
4 Sample Quarterly Statement
5.
5 Profit from Premium To quantify, you must have an idea of the valuation net premium(s)
Should be able to obtain once a product is priced
Best obtained from valuation system – the more granular the better
6.
6 Gain From Interest (iActual – iAssumed) x Net Liability
Net liability for GAAP is all reserves less DAC (or VOBA for PGAAP blocks)
Have to know assumptions, actual experience, and the exposure (net liability)
7.
7 Gain From Persistency (qActual – qAssumed) x Net Liability
q includes all forms of termination
Net liability for GAAP is all reserves less DAC (or VOBA for PGAAP blocks)
Gain could be split into pieces
Have to know assumptions, actual experience, and the exposure
8.
8 Gain on Claim Experience Tabular Cost of Claims
Less
Incurred Claims
If you don’t know about tabular cost, it is not readily available
If you know about tabular cost, it is probably not readily available
9.
9 Paid Claims + Chg in Reserves – Interest =
(PaidCp + PaidPp + PaidOld ) +
(CpV1 + PpV1 + OldV1 - V0 ) +
(CpIBNR1 + OldIBNR1 - IBNR0 ) –
(IntIBNR + IntV ) =
(PaidCp + CpV1 + CpIBNR1 )(1) –
(IBNR0 + IntIBNR - PaidPp - PpV1 - OldIBNR1)(2) –
(V0 + IntV - PaidOld - OldV1 )(3)
Estimated total claims for current period
IBNR gain
Case Reserve gain
10.
10 If you don’t know where to begin… …start with DAC (fewer moving parts other than deferrals)
DACReported = (pActual/pAssumed) x DACSched.
The Scheduled DAC is the amortized amount from the prior period if all assumptions are met
11.
11 DACReported x pAssumed / pActual
= DACPrevious x (1+ i)
- NPDAC x (1+ i)(1/2)
You must know interest and net premium.
Actual persistency (or termination) can be measured from premium, policy count, or other units in force.
Assumed terminations are the unknown and will be used for…
12.
12 Reserves VReported x pAssumed / pActual =
VPrevious x (1 + i)
- (NPBenefit – Tabular Cost) x (1 + i)(1/2)
You must know interest and net premium.
Tabular Cost is the unknown.
13.
13 Earnings by Source
14.
14 The more granular the better At the product level
At the issue year level
Formulae may be refined
The more the assumptions are known and the more accurate actual is, the more accurate the calculations
15. Sources of Earnings:Tools for Managing Your LTC Business John K. Heins, FSA, MAAA
PolySystems, Inc.
16. Sources of Earnings:Tools for Managing Your LTC Business The SOE Calculation
17.
17 The SOE Calculation
Recall that Source of Earnings is all about the increase in reserves.
18.
18 Let’s start with a traditional Fackler reserve formula:
V(t+1) = [ (V(t) + P(t)) * (1 + i(t)) - C(t) ]
? [ 1 - qd(t) -qw(t) ]
19.
19 Move the survivorship factor to the other side:
V(t+1) = [ (V(t) + P(t)) * (1 + i(t)) - C(t) ]
? [ 1 - qd(t) -qw(t) ]
20.
20 Move the survivorship factor to the other side: V(t+1) * [ 1 - qd(t) -qw(t) ]
= [ (V(t) + P(t)) * (1 + i(t)) - C(t) ]
21.
21 Distribute the components of the survivorship factor V(t+1) – [V(t+1) * qd(t)] – [V(t+1) * qw(t)]
= [ (V(t) + P(t)) * (1 + i(t)) - C(t) ]
22.
22 Then isolate V(t+1) V(t+1)
= [ (V(t) + P(t)) * (1 + i(t)) - C(t) ]
+ [V(t+1) * qd(t)] + [V(t+1) * qw(t)]
23.
23 Multiply through by lives inforce – let’s call this equation #1 V(t+1) * l(t)
= l(t) * [V(t) + P(t)) * (1 + i(t)]
- C(t) * l(t)
+ V(t+1) * qd(t) * l(t)
+ V(t+1) * qw(t) * l(t)
24.
24 Now . . . V(t+1) * l(t+1) =
V(t+1) * l(t+1)
+ V(t+1) * [ l(t) - l(t) ]
25.
25 And, rearranging a bit . . . V(t+1) * l(t+1)
= V(t+1) * l(t)
- V(t+1) * [ l(t) - l(t+1) ]
26.
26 And V(t+1) * l(t+1)
= V(t+1) * l(t)
- V(t+1) * [ qd(t) + qw(t) ]
27.
27 Now it gets just a little tricky V(t+1) * l(t+1)
= V(t+1) * l(t)
- V(t+1) * [ qd(t) + qw(t) ]
28.
28 We replace the valuation lapse and mortality with actual V(t+1) * l(t+1)
= V(t+1) * l(t)
- V(t+1) * [ qda(t) + qwa(t) ]
29.
29 Replace the valuation lapse and mortality with actual – let’s call this equation #2 V(t+1) * l(t+1)
= V(t+1) * l(t)
- V(t+1)* [ qda(t) + qwa(t) ]
30.
30 Now we insert equation #1 into equation #2 Equation #1 :
V(t+1) * l(t) =
l(t) * [V(t) + P(t)] * [1 + i(t)]
- [C(t) * l(t)] + [V(t+1) * qd(t) * l(t)]
+ V(t+1) * qw(t) * l(t)
Equation #2 :
V(t+1) * l(t+1) =
V(t+1) * l(t) - V(t+1)* [qda(t) + qwa(t)]
31.
31 Now we insert equation #1 into equation #2 V(t+1) * l(t+1)
= l(t) * ((V(t) + P(t)) * (1 + i(t)) - l(t) * C(t)
+ l(t) * V(t+1) * [ qw(t) - qwa(t) ]
+ l(t) * V(t+1) * [ qd(t) - qda(t) ]
32.
32 So, the formula for the actual change in reserves at time t is: DELTAV(t)
= V(t+1) * l(t+1) - V(t) * l(t)
= l(t) * P(t) - l(t) * C(t) + l(t) * i(t) * (V(t)+P(t))
+ l(t) * V(t+1) * [ qw(t) - qwa(t) ]
+ l(t) * V(t+1) * [ qd(t) - qda(t) ]
33.
33 Let’s call this equation #3 DELTAV(t)
= V(t+1) * l(t+1) - V(t) * l(t)
= l(t) * P(t) - l(t) * C(t) + l(t) * i(t) * (V(t)+P(t))
+ l(t) * V(t+1) * [ qw(t) - qwa(t) ]
+ l(t) * V(t+1) * [ qd(t) - qda(t) ]
34.
34 Now we can write an expression for earnings as: E(t) = l(t) * G(t) - l(t) * CA(t)
+ ia(t) * l(t) * (V(t)+P(t))
- DELTAV(t)
Where: CA(t) = actual claim rate at t, and
ia(t) = actual interest rate at t
35.
35 Let’s call this equation #4 E(t) = l(t) * G(t) - l(t) * CA(t)
+ ia(t) * l(t) * (V(t)+P(t))
- DELTAV(t)
Where: CA(t) = actual claim rate at t, and
ia(t) = actual interest rate at t
36.
36 And finally, inserting equation #3 into equation #4 E(t) = l(t) * [ G(t) - P(t) ]
- l(t) * [ CA(t) - C(t) ]
+ l(t) * [ ia(t) - i(t) ] * (V(t) + P(t))
+ l(t) * V(t+1) * [ qda(t) - qd(t) ]
+ l(t) * V(t+1) * [qwa(t) - qw(t) ]
37.
37 To include claim reserves for a block of disabled lives, add: li(t) * [ ia(t) – i(t) ] * [ DV(t) – B(t) ]
+ li(t) * [ qca(t) – qc(t) ] * DV(t)
38.
38 Splitting claim terminations into recovery and death . . . li(t) * [ ia(t) – i(t) ] * [ DV(t) – B(t) ]
li(t) * [ qcda(t) – qcd(t) ] * DV(t)
+ li(t) * [qcra(t) – qcr(t) ] * DV(t)
39.
39 And finally, the equation for DAC SOE would be . . .
40. Earnings by Source Robert LaLonde, FSA
VP and Senior Account Mgr.
Insight Decision Solutions, Inc.
41.
41 Classic Approach Profit = CF – Change in Accruals
Change of Accruals
Statutory
GAAP
Tax
Embedded Value
Management Basis
42.
42 The LTC Claim Disability model with incidence and continuance tables
In this model can have multiple statuses – transitions to and from statuses
Alternatively, can have claim cost approach using lag factors for run-out
Also, Case Reserves
43.
43 Two Approaches for LTC DI formulation
Gain from Loading
Gain from Interest
Gain from Surrenders
Gain from Incidence
Gain from Termination
Gain from Expenses
Claim Cost
Gain from Loading
Gain from Interest
Gain from Surrenders
Gain from Claim Cost
Schedule H Gain
Gain from Expenses
44.
44 (+/-) + DI approach usually on a seriatim basis.
+ Can identify reserve for each policy
- Claim reserve approach often done on grouped basis, so lose individual policy association of reserves
- This screws up any kind of product analysis unless you have a rule for reserve allocation at the policy level
45.
45 Gain From Termination Relative to Val assumptions
46.
46 Getting at Experience Gain EBS = (CF - ? Accruals) for each component
EBS = CF - ? Valuation Assumptions
EBS = (CF – Exp) + (Exp - ? Val)
EBS = Experience Earnings + Expected Earnings
47.
47 Gain From Termination Experience and Expected
48.
48 An Example
49.
49 Data Warehouse Solution Source Systems: Source systems consist of source administration and claim files, and GL systems.
ETL: ETL stands for extraction, transformation and loading. This is the process that moves the data from the source systems to the data repository. Internally, Microsoft Data Transformation Services is used. Any ETL tool can be used for external ETL processes. This process also adds a number of critical calculated measures that are used internally by the system.
Data Warehouse: This is the main data storage, where data is stored in a relational format. The data model is optimized to allow the OLAP cubes to be processed efficiently.
Integrated Systems: These typically include valuation and CRM systems, but could apply to any system that uses a data feed from the source systems. These systems benefit by using reliable cleansed data. Additionally, data returned to the data warehouse is validated.
Metadata: Metadata documents when and how data was loaded. It tracks data transformations (changes made to original source data), and calculations performed during data movements, as well as system usage.
OLAP/Application Cubes: These are focused, high-performance, application data bases, with business logic built-in.
Analytic Interface: The web-based interface is both powerful and flexible; it allows users to create reports the way they want to see them, save and share them with others.Source Systems: Source systems consist of source administration and claim files, and GL systems.
ETL: ETL stands for extraction, transformation and loading. This is the process that moves the data from the source systems to the data repository. Internally, Microsoft Data Transformation Services is used. Any ETL tool can be used for external ETL processes. This process also adds a number of critical calculated measures that are used internally by the system.
Data Warehouse: This is the main data storage, where data is stored in a relational format. The data model is optimized to allow the OLAP cubes to be processed efficiently.
Integrated Systems: These typically include valuation and CRM systems, but could apply to any system that uses a data feed from the source systems. These systems benefit by using reliable cleansed data. Additionally, data returned to the data warehouse is validated.
Metadata: Metadata documents when and how data was loaded. It tracks data transformations (changes made to original source data), and calculations performed during data movements, as well as system usage.
OLAP/Application Cubes: These are focused, high-performance, application data bases, with business logic built-in.
Analytic Interface: The web-based interface is both powerful and flexible; it allows users to create reports the way they want to see them, save and share them with others.
50.
50 EBS in a DW Better equipped to balance to actual earnings
More costly but a lot more time spent on accuracy of data
Robust analytical tools
Slicing and Dicing; period to period analysis
Eliminates reruns
51.
51 EBS as an Enterprise Solution
52. Slicing and Dicing Demonstration using a live application
53.
53
54.
54 Actual to Expected
55.
55 Transition Report
56.
56 LTC Amounts Report
57.
57 LTC Claim Duration
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