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FACTORING MANAGED CARE INTO
WORKERS’ COMPENSATION RATEMAKING
1999 Special Interest Seminar
Health and Managed Care
Hilton Head, South Carolina
Prepared By:
Brian Z. Brown, F.C.A.S., M.A.A.A.
October 18-19, 1999
Managed Care Activities
Historical Savings have been between 7% and 60%
Future savings can still be significant (10% - 15%)
Depends on type of product and layer of coverage
1
Outline of Paper
Describe how MC can be factored into pricing
methodologies for primary layers
Discuss how MC can be factored into pricing
excess layers
2
Pricing Reflecting MC - Primary Layer
Segregate data prior to and subsequent to MC
Otherwise pricing errors will occur
Assumptions
Pure Premiums trending at 6%
MC has one-time impact of 10% in 1996
3
Background
Assumptions
Policy Year
Developed
Pure Premium
1993
2.00
1994
2.12
6.0%
1995
2.25
6.0%
1996
2.15*
-4.4%
1997
2.28
6.0%
1993-1997
*Due to one time MC Savings
Annual
Implied Trend
3.3%
4
Incorrect Example
Policy Year
Developed
Pure Premium
Trended to
1998 at 3.3%
Managed
Care Credit
1993
2.00
1.176
0.90
2.12
1994
2.12
1.139
0.90
2.17
1995
2.25
1.102
0.90
2.23
1996
2.15
1.067
0.90
2.06
1997
2.28
1.033
0.90
2.12
Average
Projected 1998
Pure Premium
2.14
5
Example
1
2
3
4 = 2x3
5
6
7
8 = 4x6x7
Policy
Year
Developed
Pure
Premium
Adjustment
to Remove
MC
Adjusted
Pure
Premium
Annual
Implied
Trend
Trend Factor
to 1998 at
6.0%
Managed
Care
Credit
Projected
1998 Pure
Premium
1993
2.00
1.00
2.00
1.338
0.90
2.41
1994
2.12
1.00
2.12
6.0%
1.262
0.90
2.41
1995
2.25
1.00
2.25
6.0%
1.191
0.90
2.41
1996
2.15
1.11
2.39
6.0%
1.124
0.90
2.41
1997
2.28
1.11
2.53
6.0%
1.060
0.90
2.41
Average
6.0%
2.41
6
Difficulties in Performing Analysis
Different MC inititives may be introduced at
different points in time
Data does not display trends as clearly as this
hypothetical example
Necessary to accurately measure the annual loss
cost trend
Measuring the effect of trend separately from MC
is difficult
7
Ways to Measure MC Savings
Evaluate claims before introduction of MC
and after introduction of MC
Adjust to current cost levels
Measure average severities (assuming no frequency
impact)
Measure the effect of MC separately from
trend
Economic models
Individual claim studies
Utilization of assumptions and judgement
8
Measuring Managed Care Impacts
Actuarial Perspective
Claims Perspective
Clinical Perspectiave
9
Actuarial Perspective
Review key statistics (in aggregate)
Paid and Incurred Severities
Loss Ratios
Pure Premiums
Claim Frequencies
Average days off work
Report lags
10
Actuarial Perspective
Analysis of individual claims statistics
Group claims into those treated by MC and not
treated by MC
If not at same time period, adjust for claim cost
inflation and benefit level changes
Regression analysis
Independent variables (body part, nature of
injury, age, industry group, employer size)
Dependent variable - claim value at a selected
maturity
11
Claims or Clinical Perspective
Analysis by type of claim and MC activity
Analysis of individual claims statistics
How long employees are out of work
Duration of medical treatment
Average costs of claims
12
Pricing MC - Excess Layers
MC impacts vary depending on
Type
Size
of claim
of Claim
13
Adjusting Excess Ratios for MC
NCCI Size of Loss Procedure
Four types of claim distributions
Fatalities
Permanent total and major permanent partial
(PT/Major)
Minor permanent partial and temporary total
(Minor/TT)
Medical-only claims
(Excess Ratios) x (Expected Losses) = pure
loss charge for excess losses
14
Assumptions for Example
Expected Ultimate Losses $ 50 Million
NCCI ELF table is appropriate for risk
Pricing large deductible policy - risk retains
first $100,000
Prior to MC - excess ratio 18.4%
Therefore, expected excess losses are $9.2
million
($50 Million x 18.4%)
15
Excess Ratio Calculation
National Council on Compensation Insurance
State M
Effective 01/01/89
Limited Fatal Benefits - Nonescalating PT/Major Benefits
Excess Loss Factors Calculation
Hazard Group II
Fatal
(1)
(2)
Ratio to
Loss
Avg / 1.1
Limit (Entry Ratio)
$
10,000
15,000
20,000
25,000
30,000
35,000
40,000
50,000
75,000
100,000
125,000
150,000
175,000
200,000
225,000
250,000
0.10
0.14
0.19
0.24
0.29
0.33
0.38
0.48
0.71
0.95
1.19
1.43
1.67
1.91
2.14
2.38
PT/Major
(3)
Injury
Wgt
(4)
Excess
Ratio
0.011
0.908
0.874
0.834
0.796
0.760
0.733
0.700
0.640
0.521
0.422
0.342
0.278
0.226
0.184
0.151
0.123
(5)
Excess
Ratio x
Inj. Wgt
0.010
0.010
0.010
0.009
0.009
0.008
0.008
0.007
0.006
0.005
0.004
0.003
0.003
0.002
0.002
0.001
(6)
Ratio to
Avg / 1.1
(Entry Ratio)
0.09
0.13
0.18
0.22
0.27
0.31
0.35
0.44
0.66
0.88
1.11
1.33
1.55
1.77
1.99
2.21
(7)
Injury
Wgt
0.631
Minor/TT
(8)
Excess
Ratio
0.910
0.870
0.820
0.780
0.730
0.690
0.650
0.562
0.387
0.284
0.220
0.181
0.153
0.132
0.116
0.103
(9)
Excess
Ratio x
Inj. Wgt
0.575
0.549
0.518
0.493
0.461
0.436
0.410
0.355
0.244
0.179
0.139
0.114
0.097
0.083
0.073
0.065
(10)
Ratio to
Avg / 1.1
(Entry Ratio)
1.79
2.68
3.58
4.47
5.36
6.26
7.15
8.94
13.41
17.88
22.35
26.82
31.29
35.76
40.23
44.70
11)
Injury
Wgt
0.288
(12)
Excess
Ratio
0.361
0.223
0.138
0.085
0.053
0.034
0.022
0.010
0.002
0.000
0.000
0.000
0.000
0.000
0.000
0.000
(13)
Excess
Ratio x
Inj. Wgt
(14)
Average
Excess
Ratio
0.104
0.064
0.040
0.024
0.015
0.010
0.006
0.003
0.001
0.000
0.000
0.000
0.000
0.000
0.000
0.000
0.689
0.624
0.567
0.526
0.485
0.454
0.425
0.365
0.251
0.184
0.143
0.117
0.099
0.085
0.075
0.066
Fatal Average Cost Per Case $95,273
PT/Major Average Cost Per Case 102,784
Minor/TT Average Cost Per Case 5,084
From Mr. Gilliam’s paper “Retrospective Rating:; Excess Loss Factors”
Note: Any differences from the paper are due to rounding
16
Average Costs and Weights by Type of Claim
Before MC
Total
Average
Cost
Fatal
Medical*
Indemnity*
Component Component
Frequency
(Number
of Claims)
Inj. Weight
95,372
19,074
76,298
0.07%
1.2%
PT/Major
102,784
61,670
41,114
3.55%
63.1%
Minor/TT
5,084
2,542
2,542
32.75%
28.8%
625
625
0
63.63%
6.9%
5,778
3,433
2,345
100.00%
100.0%
Medical
Total
*Split based on judgement, for illustrative purposes only
17
Estimates of Managed Care Savings and Impacts
Overall Medical Savings 20%
Overall Indemnity Savings 17%
Overall savings will vary by type of claim
18
Managed Care Savings
ASSUMPTIONS
Fatalities - No impact
PT/Major - Indemnity 5%
MC will not effect all claims(those unable to return
to work)
MC will reduce % of PT/Major, thereby increasing
severity on remaining claims
PT/Major - Medical 5%
MC programs already in place for these claims
Smaller claims will shift to Minor/TT, increasing
severity on remaining claims
19
Managed Care Savings
ASSUMPTIONS
Minor/TT - Indemnity 8%
Minor/TT - Medical 20%
Historically MC not fully utilized
Distribution
20% of PT/Major claims move to Minor/TT
claims
20
Average Costs and Weights by Type of claim
After MC
Total
Average
Cost
Medical
Indemnity
Frequency
Component Component
Inj. Weight
Fatal
95,372
19,074
76,298
0.07%
1.4%
PT/Major
97,645
58,587
39,058
2.84%
59.0%
Minor/TT
4,373
2,034
2,339
33.46%
31.1%
625
625
0
63.63%
8.5%
4,701
2,755
1,945
100.00%
100.0%
Medical
Total
21
Effect of Managed Care Savings
National Council on Compensation Insurance
State M
Effective 01/01/89
Limited Fatal Benefits - Nonescalating PT/Major Benefits
Excess Loss Factors Calculation
Hazard Group II
Fatal
(1)
(2)
Ratio to
Loss
Avg / 1.1
Limit (Entry Ratio)
$
10,000
15,000
20,000
25,000
30,000
35,000
40,000
50,000
75,000
100,000
125,000
150,000
175,000
200,000
225,000
250,000
0.10
0.14
0.19
0.24
0.29
0.33
0.38
0.48
0.71
0.95
1.19
1.43
1.67
1.91
2.14
2.38
(3)
Injury
Wgt
0.014
PT/Major
(4)
Excess
Ratio
(5)
Excess
Ratio x
Inj. Wgt
0.908
0.874
0.834
0.796
0.760
0.733
0.700
0.640
0.521
0.422
0.342
0.278
0.226
0.184
0.151
0.123
0.013
0.012
0.012
0.011
0.011
0.010
0.010
0.009
0.007
0.006
0.005
0.004
0.003
0.003
0.002
0.002
(6)
Ratio to
Avg / 1.1
(Entry Ratio)
0.09
0.14
0.19
0.23
0.28
0.33
0.37
0.47
0.70
0.93
1.16
1.40
1.63
1.86
2.09
2.33
(7)
Injury
Wgt
0.590
Minor/TT
(8)
Excess
Ratio
0.906
0.862
0.812
0.767
0.717
0.675
0.631
0.544
0.371
0.271
0.210
0.172
0.145
0.125
0.110
0.098
(9)
Excess
Ratio x
Inj. Wgt
0.534
0.509
0.479
0.452
0.423
0.398
0.373
0.321
0.219
0.160
0.124
0.102
0.086
0.074
0.065
0.058
(10)
Ratio to
Avg / 1.1
(Entry Ratio)
2.08
3.12
4.16
5.20
6.24
7.28
8.32
10.39
15.59
20.79
25.99
31.18
36.38
41.58
46.77
51.97
11)
Injury
Wgt
0.311
(12)
Excess
Ratio
0.316
0.182
0.104
0.059
0.034
0.020
0.014
0.007
0.001
0.000
0.000
0.000
0.000
0.000
0.000
0.000
(13)
Excess
Ratio x
Inj. Wgt
(14)
Average
Excess
Ratio
0.098
0.057
0.032
0.018
0.011
0.006
0.004
0.002
0.000
0.000
0.000
0.000
0.000
0.000
0.000
0.000
0.646
0.578
0.523
0.482
0.445
0.415
0.387
0.332
0.226
0.166
0.129
0.106
0.089
0.077
0.067
0.059
Fatal Average Cost Per Case $95,372
PT/Major Average Cost Per Case 97,645
Minor/TT Average Cost Per Cast 4,373
22
Impact after MC
Pricing large deductible policy - risk retains first
$100,000
Expected Ultimate Losses $ 40.7 Million (18.6%
savings of costs of $50 million)
New excess loss table
After MC - excess ratio 16.6% (compared to 18.4%)
Excess ratio reduction from 18.4% to 16.6% due to lower injury
weight of PT/Major claims and results in cost reduction of
$732,000
Therefore expected excess losses are now $6.8 million
($40.7 million x 16.6%) compared to $9.2 million
23
Summary
Insurers have recently instituted more aggressive MC
programs for WC
Activities include more comprehensive
Fee discounts
Utilization review
Case management
Capitated arrangements
To reflect MC in pricing
Important to appropriately measure MC savings
Reflect MC savings by type of claim and size of claim
24