52
The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice Leader, Public Entities Aon Global Risk Consulting 100 Bayview Circle, Suite 100, Newport Beach, CA 92660 (949) 608-6332 [email protected]

The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

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Page 1: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

TheStateofCaliforniaWorkers’Compensation

Presentedby:MujtabaDatoo,ACAS,MAAA,FCAActuarialPracticeLeader,PublicEntities

AonGlobalRiskConsulting100BayviewCircle,Suite100,NewportBeach,CA92660(949)[email protected]

Page 2: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

TelescopicandMicroscopicviewofWCresults

2

Page 3: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

3

• IndustryFinancialResults− CountrywidevsCA− P&CandWC

• CaliforniaWorkersCompensation− CostDrivers:FrequencyxSeverity− Distributionofbenefits

• Macroeconomicindicators• Emergingtrends

Sources:AMBest,NCCI,WCIRB,CWRI,III,Professionaljudgment

DiscussionPoints

Page 4: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

CountrywideResultsAllCoverages

4

Page 5: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Net Written Premium – Countrywide Private Carriers2015 ~ $514B

443

441

435

418

424

438

457 477

497

514

$0

$100

$200

$300

$400

$500

$600

2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Billion

8%

5

Page 6: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Net Written Premium – Countrywide Private Carriers2015 WC ~ 8% of Total ~ $40 Billion, CA ~ 25% of Countrywide WC

405

403

401

388

394

406

422

440

459

474

39 38 34 30 30 32

35

37

39 40

$0

$100

$200

$300

$400

$500

$600

2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Billion

8%

6

Page 7: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Net Written Premium – Countrywide Private Carriers

0.0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1.0

$0

$100

$200

$300

$400

$500

$600

2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Billion

PremiumtoSurplusRatioof0.7to1

7

Page 8: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

2015 Net Written Premium – Countrywide Private Carriers

Personal Auto, 37%

Homeowners, 15%

Other Liability, 10%

Workers Compensation,

8%

Commercial Multiple Peril,

7%

Fire & Allied Lines, 5%

Commercial Auto, 5%

All Other Lines, 13%

Auto+Homeowners

~50%

8

Page 9: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Countrywide P&C Combined RatioCombined Ratio = Loss Ratio + Expense Ratio

100 98 101

93 96

104101 103

108104

98 98 98

-20

0

20

40

60

80

100

120

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

9

Page 10: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Countrywide P&C Combined Ratio

100 98 10193 96

104 101 103108

10498 98 98

-20

0

20

40

60

80

100

120

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Loss LAE Underwriting Dividend

10

Page 11: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Countrywide P&C Operating RatioOperating Ratio = Loss Ratio + Expense Ratio – Inv Income Ratio

-20

0

20

40

60

80

100

120

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Loss LAE Underwriting Dividend InvIncome Operating

11

Page 12: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Countrywide P&C: Combined Ratio vs. Operating Ratio

100 98 10193 96

104101 103

108104

98 98 9894 92 94

8688

10095 95

10096

9093 93

-20

0

20

40

60

80

100

120

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Combined Operating

12

Page 13: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

CountrywideResultsWorkersCompensation

13

Page 14: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

109105 103

99104 104

109

118 119111

104 10196

-20

0

20

40

60

80

100

120

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Countrywide Workers Compensation Combined Ratio

14

Page 15: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Countrywide Workers Compensation Combined Ratio

109 105 10399

104 104109

118 119111

104 10196

-20

0

20

40

60

80

100

120

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Loss LAE Underwriting Dividend

15

Page 16: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Countrywide Workers Compensation Operating Ratio

-20

0

20

40

60

80

100

120

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Loss LAE Underwriting Dividend InvIncome Operating

16

Page 17: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

109 105 10399

104 104109

118 119111

104 1019698 95

9187

8993 94

96101

94

8390

84

-20

0

20

40

60

80

100

120

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Combined Operating

Countrywide WC Combined Ratio vs. Operating Ratio

17

Page 18: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

California vs. Countrywide Workers Compensation Combined Ratios

191

172

150

119

84

61 58

72

96

118

139 139 137

115102

98 99109 105 103

99104 104

109

118 119111

104101 96

0

20

40

60

80

100

120

140

160

180

200

1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

CA Countrywide

18

Page 19: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

California Workers Compensation Combined Ratios

191

172

150

119

84

61 58

72

96

118

139 139 137

115

102 98 99

0

20

40

60

80

100

120

140

160

180

200

1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

19

Page 20: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

California Workers Compensation Combined Ratios

191

172

150

119

84

61 58

72

96

118

139 139 137

115

102 98 99

0

20

40

60

80

100

120

140

160

180

200

1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Loss LAE Underwriting

20

Page 21: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Average Workers Compensation Rate per $100 of Payroll

2.30

2.69

3.46

4.66

5.94

6.296.05

5.49

4.96

4.36

3.50

2.85 2.75

2.302.15 2.10

2.25 2.322.47 2.59

2.90 3.00 3.042.88 2.90

$0.00

$1.00

$2.00

$3.00

$4.00

$5.00

$6.00

$7.00

21

Page 22: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Average Workers Compensation Rate per $100 of PayrollRates for individual industries varies

$0.77

$0.99

$2.49

$3.79

$3.79

$6.88

$7.60

$8.09

$9.39

$11.38

$13.19

$14.53

$0 $1 $2 $3 $4 $5 $6 $7 $8 $9 $10 $11 $12 $13 $14 $15

Clerical & Outside Sales

Information & Prof. Services

Finance & Real Estate

Education & Health

All Industry Average

Manufacturing

Wholesale & Retail

Hospitality & Entertainment

Administrative & Other Services

Agriculture & Mining

Construction

Transportation & Utilities

22

Page 23: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

CostDriversFrequencyxSeverity

23

Page 24: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

California Workers Compensation Claims per 1,000 Employees2015 = MO 66% of Total Claims, PD 16%, TD 18%

0

20

40

60

80

100

120

140

160 MedicalOnly PermanentDisability TemporaryDisability

24

Page 25: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

California Workers Compensation Claim Changes per 1,000 EmployeesCA Frequency flattening While CW decreases

-16%

-14%

-12%

-10%

-8%

-6%

-4%

-2%

0%

2%

4%

6%

2001 2003 2005 2007 2008 2009 2010 2011 2012 2013 2014 2015

25

Page 26: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Average Cost of Indemnity ClaimCA Higher Than CW

$28,027

$23,500

0

5,000

10,000

15,000

20,000

25,000

30,000

1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

California Countrywide

26

Page 27: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Change in Indemnity CostsCA more volatile than CW; Increasing in recent years

-20%

-15%

-10%

-5%

0%

5%

10%

15%

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

California Countrywide

27

Page 28: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Average Cost per Medical ClaimCA Much Higher Than CW

$41,234

$28,500

$0

$10,000

$20,000

$30,000

$40,000

$50,000

1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

California Countrywide

28

Page 29: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Change in Medical CostsCA more volatile than CW; Slight CA increase in latest year

-10%

-5%

0%

5%

10%

15%

20%

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

California Countrywide

29

Page 30: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Loss Adjustment Expenses as a % of Losses

27.4%28.5%

29.5% 29.2%27.6% 26.8% 26.0% 26.1%

29.0%

0%

5%

10%

15%

20%

25%

30%

35%

2007 2008 2009 2010 2011 2012 2013 2014 2015

30

Page 31: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Estimated Ultimate ALAE per Indemnity Claim

5,110

6,015

7,5078,053

8,6008,136

7,8588,228

8,977

9,917

11,111 11,298 11,133 11,35111,747

12,509

13,598

0

2,000

4,000

6,000

8,000

10,000

12,000

14,000

1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

31

Page 32: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Change in ALAE Cost

-10%

-5%

0%

5%

10%

15%

20%

25%

30%

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

32

Page 33: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

ModelingYourWCCosts

33

Page 34: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

DistributionofBenefits

34

Page 35: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

2015 Distribution of Paid Indemnity Benefits

Temporary Disability, 50%

Permanent Partial

Disability, 41%

Permanent Total Disability,

3%

Other, 4%Death, 2%

TD+PD~90%

35

Page 36: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

2015 Distribution of Paid Medical Costs

Physicians, 27%

Injured Worker, 28%Hospitals, 13%

Pharmacies, 7%

Medical-Legal Evaluations, 7%

Medical Liens, 6%

Medical Supplies and

Equipment, 5%Other,

6%

36

Page 37: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

2015 Distribution of Physician Costs

Evaluation and Management,

34%

Surgery, 18%Physical

Medicine, 20%

Radiology, 9%

Special Services &

Reports, 8%

Medicine, 5% Other, 6%

37

Page 38: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

2015 Distribution of Pharmacy CostsOpiates Doubled in last 7 years

Opiates30%Non

Opiates71%

27.5%

27.2%

29.5%

72.5%

72.8%

70.5%

0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

100%

2013 2014 2015Opiates Non-opiates

38

Page 39: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

2015 Distribution of Hospital Costs

Inpatient 50%

Outpatient50%

56.6%

53.7%

50.1%

43.4%

46.3%

49.9%

2013 2014 20150%

10%

20%

30%

40%

50%

60%

70%

80%

90%

100%

Inpatient Outpatient

39

Page 40: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Weeks of Temporary Disability for claims with more than 7 lost-time daysCA higher than most other states

9 9 9 10 10 10

12 12 12 12 13

14 14 14 15 15

17

12

0

2

4

6

8

10

12

14

16

18

40

Page 41: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Assumptions,forIllustrativePurposes

• 2,200Employees• $50,000averagesalary• $50,000x2,200=$110millionpayroll• $2.90insurancerateper$100payroll• ~$3.2millionexpectedcosts($110millionpayroll/$100*$2.90)

41

Page 42: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

66

18

16

0

20

40

60

80

100

Expected Counts = 100

LAE

Permanent Disability

Temporary Disability

Medical Only

$66,000

$1,278,000

$1,136,000

$718,505

$0

$500,000

$1,000,000

$1,500,000

$2,000,000

$2,500,000

$3,000,000

$3,500,000

Expected Cost ~ $3,200,000

42

Distributecostsbytypeofbenefit

Page 43: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

MO 0.07

TD$1.28

PD$1.14

LAE$0.72

Expected Cost $3.2M

Med$0.76

Ind$0.52

TD

Med$0.67

Ind$0.46

PDMedical

MedicalSupplies&Equipment

MedicalLiens

Med-LegalEvaluations

Pharmacies

Hospitals

InjuredWorker

Physicians

Hospital

Pharmacies

Opiates

Non-opiates

Physicians

OtherMedicineSpecialServices&Reports

Radiology

PhysicalMedicine

Evaluationand

Management

Other

Surgery

43

AllocateCostsbyTypeofBenefittoServices

Page 44: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Permanent Disability Temporary Disability Total

Amount % Amount %

Indemnity $464,000 14% $522,000 16% $986,000

Medical- Physicians

• Eval & Management• Surgery• Physical Medicine• Radiology• Spec Serv &Reports• Medicine• Other

- Injured Worker- Hospitals

• Inpatient• Outpatient

- Pharmacies• Opiates• Non-opiates

- Med-Legal Evaluations- Medical Liens- Med Supplies/Equip- Other

$672,000

62,60433,14336,82616,57214,7309,206

11,048185,472

44,77744,599

14,27334.11149,05643,00834,94437,632

21%

2.0%1.0%1.2%0.5%0.5%0.3%0.3%5.8%

1.4%1.4%

0.4%1.1%1.5%1.3%1.1%1.2%

$756,000

70,42937,28641,42918,64316,57210,35712,429

208,656

50,37550,173

16,05738,37555,18848,38439,31242,336

24%

2.2%1.2%1.3%0.6%0.5%0.3%0.4%6.5%

1.6%1.6%

0.5%1.2%1.7%1.5%1.2%1.3%

$1,428,000

Medical Only (2%) $66,000

LAE (22%) $718,505

Total $3,198,505

AllocateCostsbyServices– usingstatewidepercentagesYoucancreateyourowntemplate!

Page 45: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

MacroeconomicIndicatorsImpactonWCCosts

45

Page 46: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

MacroeconomicIndicators

• Employmentrate• Wagegrowth• Medicalinflation• Interestrate

46

Page 47: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

EmergingTrendsHowwilltheyimpactWC?

47

Page 48: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

EmergingIndustryPractices

• On-demandemployment(e.g.Uber,Lyft)• Robotics• UnmannedVehicles(e.g.Driverlesscars,drones)• “Obamacare”

48

Page 49: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Summary

49

Page 50: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Summary

50

• Insuranceindustryfinanciallystableandprofitable– wellcapitalized– ROElowerthanotherindustries– WrittenPremium- increasing

• CaliforniaWorkersCompensation– CombinedRatios–cyclical,buttrendingdown– CostDrivers

• Frequency– Californiaflattening(whereascountrywidedecreasing)• Severity– increasing

– CostDistributions• PD/TDdrivesthecosts• TDhaslongdurationrelativetootherstates

Page 51: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Summary,continued

51

• Opportunitytocontaincosts– ReturntoWorkprograms– C&Rs– Litigatedclaims– earlyintervention?– Etc.

• SB863– Stillinflux– Someimprovement,somedeterioration(ALAE)

• DynamicSystem!!

Page 52: The State of California Workers’ Compensation · 2017. 2. 6. · The State of California Workers’ Compensation Presented by: Mujtaba Datoo, ACAS, MAAA, FCA Actuarial Practice

Questions?

52

ThankYou!