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1© 2002 Six Sigma Academy
Define
• Point one• Point two• Point three
Workman’s Compensation
2© 2002 Six Sigma Academy
Define
• Point one• Point two• Point three
Currently Worker’s Compensation Reserves are projected to be $2 Million for the Year 2000.
Problem Statement
ObjectiveReduce Worker’s Compensation Reserves
Critical to Quality – CTQFast, appropriate medical treatment to affected employee
Current/Goal/Stretch Goal
21.5 DPMO – Current (Clinical visits) 23.2 DPMO - Current (Phy. Therapy) 247 DPMO – Current (L.T. Claims) 6.45 DPMO - Goal (Clinical visits) 6.96 DPMO - Goal (Phy. Therapy) 74 DPMO – Goal (L.T. Claims) 5.3 DPMO – Final (Clinical Visits) 5.3 DPMO – Final (Phy. Therapy) 102 DPMO – Final (L.T. Claims)
Benefits Achieved
$712,000 Savings in Worker’s compensation reserves75%, 77% and 59% improvement in DPMO respectively
3© 2002 Six Sigma Academy
Define
• Point one• Point two• Point three
Metrics
Critical to Quality - CTQFast, appropriate medical treatment to affected employee
DPMO – Clinical Visits DPMO – Physical Therapy DPMO – Lost Time Claims
Year Claim Count Incurred
• 2000 191 $ 470,195
• 1999 307$1,195,924
• 1998 276 $ 782,013
• 1997 224 $ 546,730
• 1996 145 $ 123,416
• 1995 173 $ 253,066
Reported claims have been increasing at an average rate of 33 per year from 1995 through 1999.
4© 2002 Six Sigma Academy
Define
• Point one• Point two• Point three
Claim Procedure
Reports are receivedby Third Party
Administrator (TPA)
TPA determines what type ofinjury and if any loss time will
be involved.
Major Injury(Surgery)
Minor Injury No Loss Time Loss Time
QuestionableInjury
TPA paysmedicalpayment
TPA estimates the ClaimAmount using themaximum PPD
percentage.
A settlement isdetermined withthe employee's
Lawyer andLear's Lawyer
Case Closedwithin 90 Days
A settlement isdetermined by
Lear's Lawyer &TPA
Employee'sLawyer Involved
No Yes
Travelers sendsaletter to the
employee andexplains why the
claim is beingdenied
TPA to Investigateand determine if Lear
is responsible
LearResponsible
The employeedecides whether ornot to contest the
case.
The case isclosed
No
The case isdiscussed
among lawyers
Yes
TPA’s Claim
Procedure
PROCESS MAPPING•Reserve setting procedure identified as as one area for improvement
5© 2002 Six Sigma Academy
SCORING REPORTDATE: 04/20/2000
Attribute Legend5 (used in computations) NAME: Lear Corporation
1 A PRODUCT: Workman's Compensation All operators
2 B BUSINESS: agree within and All Operators
between each agree with
Other standard
Known Population Y/N Y/NSample # Attribute Try #1 Try #2 Try #1 Try #2 Try #1 Try #2 Agree Agree
1 A A A A A B B N N2 A A A B B A A N N3 B B B B B B B Y Y4 B B B B B B B Y Y5 A A A A A A A Y Y6 B B B B B B B Y Y7 A A A A A A A Y Y8 B B B B B B B Y Y9 B B B B B B B Y Y10 B B B B B B B Y Y11 B B B B B B B Y Y12 A A A A A A A Y Y13 A A A A A A A Y Y14 B B B B B B B Y Y15 A A A A A A A Y Y16 A A A A A A A Y Y17 B B B B B B B Y Y18 B B B B B B B Y Y19 A A A A A A A Y Y20 A A A A A A A Y Y21 B B B B B B B Y Y22 B B B B B B B Y Y23 B B B A A B B N N24 B B B B B B B Y Y25 B B B B B B B Y Y26 A A A A A A A Y Y27 A A A A A A A Y Y28 A A A A A A A Y Y29 B B B B B B B Y Y30 B B B B B B B Y Y
% APPRAISER SCORE(1) -> 100.00% 100.00% 100.00%
% SCORE VS. ATTRIBUTE(2) -> 100.00% 93.33% 96.67%
SCREEN % EFFECTIVE SCORE(3) -> 90.00%
SCREEN % EFFECTIVE SCORE vs. ATTRIBUTE (4) -> 90.00%
Operator #1 Operator #2 Operator #3
Attribute Gage R & R
Pass!Pass!
MSA•Measurement system passed with 90% score
6© 2002 Six Sigma Academy
1 2 3 4 5 6 7 8 9
Ph
ysi
cal
Th
erap
y
Nu
rse
pro
vid
es
care
inte
rnal
ly
Em
plo
yee
colle
cts
wo
rkm
an's
co
mp
.
Co
rrec
tiv
e A
ctio
n
Co
mp
lete
d
Dev
elo
p li
gh
t d
uty
pro
gra
m
Rec
eiv
e
rest
rict
ion
s fr
om
P
hy
sici
an
Am
ou
nt
of
loss
ti
me
Am
ou
nt
of
rest
rict
ed t
ime
Res
erv
e am
ou
nt
ded
icat
ed t
o
inju
ry
Total
Process Step Process Input
1Case Management 8 9 9 8 8 9 9 9 9 702
2Nurse's Evaluation 7 9 9 2 8 9 9 9 2 571
3Physician's Evaluation 9 2 9 2 6 9 9 9 2 506
4Employee's Accident Report 2 2 2 9 3 3 2 2 2 250
5Workman's Comp Report 2 2 6 4 3 3 3 2 2 246
6Accident Investigative Report
2 2 2 9 2 2 2 2 2 232
Total 240
234
333
340
270
315
340
264
171
Cause & Effect Matrix
Areas of Focus!Areas of Focus!
C&E MATRIX•Identified potential areas for improvement
7© 2002 Six Sigma Academy
Lost Time Claims
Clinical Visits
Physical Therapy Visits
MonthNumber of
UnitsOpportunities
per UnitNumber of
DefectsTotal
Opportunities DPU DPO DPMO Z LT
MonthNumber of
UnitsOpportunities
per UnitNumber of
DefectsTotal
Opportunities DPU DPO DPMO Z LT
Aug-99 - Mar-00 220 4428 23.25 974050 0.1057 0.0000234 23.438 4.235
Aug-99 - Mar-00 220 4428 21 974050 0.0955 0.0000215 21.452 4.167Month
Number of Units
Opportunities per Unit
Number of Defects
Total Opportunities DPU DPO DPMO Z LT
Jan-00 - Mar-00 220 4547 1.25 1000267 0.006 0.00000 1.12289 5.503
Initial Capability AnalysisBASELINE CAPABILITY
8© 2002 Six Sigma Academy
Among Seats Built vs.
Clinical Visits, PT Visits, Lost Days, & OSHA Recordable Injuries
• Correlation of Seats Built and Lost Time Claim P-Value = 0.332
• Correlation of Seats Built and Clinical Visits P-Value = 0.125
• Correlation of Seats Built and PT Visits P-Value = 0.122
Correlation Studies
No Statistical Significance!
P-values all greater than 0.05
Correlation studies used to determineif linear relationships exist between factors (X’s) and response (Y)
9© 2002 Six Sigma Academy
FridayThursdayWednesdayTuesdayMonday
1.5
1.0
0.5
0.0
Day
Tota
l In
juri
es
1
2
Month by Num
Shift
Multi-Vari for Total Injuries by: Shift - Day - Month
Thursday’s and Friday’s had an increase in injuries!
Multi-vari studies used to look for differences between factors (x’s) andresponse (Y)
10© 2002 Six Sigma Academy
• In-service was initiated to show supervisors the proper procedure on how to complete a supervisor’s report including an investigation report.
• Accommodating an employee’s restrictions. The number of loss time work days directly effects claim dollar amount.
• Employees referred to Barnes Care, by the nurse, must be approved by Human Resources.
• Case Management - Daily communication concerning cases, course of treatment, surveillance/investigation, and review of medical evidence to determine the validity of the claim among the Human Resources, Plant Nurse, Physicians, TPA, and Physical Therapy.
• Monthly meetings are scheduled to discuss and review open claims.
Process Improvements
11© 2002 Six Sigma Academy
April00 - Sept00Aug99 - March00
82
72
62
52
42
Num
ber of
BC V
isits
Old Process
New Process
Main Effects for
Clinical Visits by Month Two-sample T
Month 1 N Mean
A 8 82.9
B 6 44.0
Difference = mu (A) - mu (B)
Estimate for difference: 38.9
T-Test of difference = 0 (vs not =): T-Value = 3.46
P-Value = 0.011 DF = 7
Ho = There is no difference between Aug-March & April-Sept
Ha = There is a difference between Aug-March & April-Sept
2 Sample T-TestClinical Visits
REJECT Ho
Hypothesis test shows statistically significantdifference (improvement) between old and new process
12© 2002 Six Sigma Academy
April00 - Sept00Aug99 - March00
85
75
65
55
Num
ber of
Phy
sica
l The
rapy
Vis
its
Old Process
New Process
Main Effects for
Physical Therapy Visits by Month Two-sample TMonth N MeanA 8 84.6B 6 55.2
Difference = mu (A) - mu (B)Estimate for difference: 29.5T-Test of difference = 0 (vs not =): T-Value = 2.13
P-Value = 0.047 DF = 11
Ho = There is no difference between Aug-March & April-SeptHa = There is a difference between Aug-March & April-Sept
2 Sample T-TestPhysical Therapy Visits
REJECT Ho
Hypothesis test shows statistically significantdifference (improvement) between old and new process
13© 2002 Six Sigma Academy
Control Plan put in place consisting of following: Nurse is responsible for case management, on-site care, scheduling therapy, advising and tracking restrictions, analyzing jobs, and meeting with the safety committees. Also, initiated internal care by treating minor injuries & illnesses resulting in a reduction of outside medical visits and costs. Set Permanent Partial Reserves at the mean percentage opposed to the maximum percentage. Worker’s Compensation Administrator reviews all reserves set for each reported claim. Monthly meetings are scheduled with our Worker’s Compensation Specialist & Worker’s Compensation Health Care Provider to discuss further tests, specialist referrals, and case closure of reported claims. An EDI Programming System has been installed to assist the nurse in submitting claims immediately, tracking injuries, review worker’s compensation claims, and increases efficiency and productivity. Carma System is being installed to allow access to all the information in the TPA’s system. Company will be able to view the reserves and adjustments made for each claim, and all claims an employee has or has had.