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Page 1: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,
Page 2: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Planetengagement

It can seem like rocket science……

Page 3: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

But then, rocket science isn’t what it used to be ….

Page 4: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

1. Sheer Volume

BMI Jane SmithJune 2017

Jose LopezChanged jobs March 2016

EveryCharacteristicEventActionPreferenceStressorContact

At anyPoint in time

ForEvery Person

PerformanceReview John DoeJune 2014

Page 5: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

People

2. Complexity

Page 6: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

3.Time

Page 7: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,
Page 8: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,
Page 9: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Literally millions of potential combinations available in

online reporting

LongitudinalAutomated lagsCumulativeRelative time framesPattern-basedClinically independentFamily-levelPerson-levelBusiness unit-level

People

Page 10: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Focus on Key Issues Happening Now• What is happening• Where it is happening• Who is at risk• Linked to effective intervention

Real time, not retrospective

Page 11: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Because

• Computing power

• Storage space

• Statistical Methods

• Open source

Allows

• 800-1000 variables

• 100K people

• Automatically Updated (monthly)

• Short lags 1-10 days (Dx/Rx-30)

• Machine learning to optimize prediction

Page 12: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

• Perform iterative analysis quickly• Optimize and compare potential

models • Display results in a useful way

• Evolve continuously

New Methods

• Process large numbers of variables

• Process variables that are related to each other

X1X2X3X4X5X6 X10X11X12X13X14X15X16X10X11X12X13X14X15X16 X1X2X3X4X5X6Y = +

Page 13: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Big Data Leverage

1. Identification

2. Coordination

3. Alignment

Integrate delivery

Integrate Data

Integrate policy andstrategy

Page 14: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Depending on circumstances

94%0.00001%

Turnover likelihood ranges from

Page 15: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,
Page 16: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

100%

75%

50%

25%

0%

Percent still out

0 25 50 75 100 125

Days since claim

65%Typical group. Half have

returned in 60 days.

Prolonged group. Half have returned in 80 days. 35% still out in 100 days.

10%

25%

Quick-return group. Half have returned in 40 days.

Page 17: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Human Capital Risk

Likelihood of Musculoskeletal WC Claim

Health Utilization Index – Work Partners HCMS

Page 18: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Why predict need for services?

5% of group health spend.

But spread across 34% of people…

Who generate 74% of all integrated costs.

Page 19: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Medical claims and Rx

Recent HRA

Historic HRA & Risk Changes

Schedule, job, engagement

Leave

Workers Comp

STD

Identified Accuracy

12

58%

45

67%

138

41080%

ContinuousImprovement

Accuracy >90%

Each month:

35 new cases.30 accurate.

Page 20: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Embedded PowerPoint VideoBy PresenterMedia.com

It’s the combination of integrated factors….

That predict:Injury/accidentsTurnoverAbsencePerformance...

Almost anything

Page 21: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Integration of data• More doable than ever• Finds different people• More accurate• More timely

Page 22: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Planetengagement

The real challenge……?

Making it easy.PART 2: INTEGRATED SERVICES

Page 23: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Push

Engagement has been…

Pull

ScareSurprise

Page 24: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

sneak bribe

or…

shame

Page 25: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

We needed another way

Page 26: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Who Is WorkPartners?

Integration &

Data Analytics

Data solutions

HCMS

Workers’

Compensation

TPA & Fully Insured

On-site Services

Employee Health &

Acute Care Clinics

LifeSolutions

EAP & Health

Management

Solutions

Absence

Management

Leave & STD Services

High Int. Cost

Management

5% producing

50% of costs

Page 27: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Integration at the program level

1. It can be done.2. Leverages existing contacts to dramatically

improve engagement.3. Improves health and business outcomes.

Page 28: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Who “touches” which contact point,

When does it happen?

Which other contact might they benefit from?

Fully Integrated Data

Systemic integration: Flags and participation

Operational integration:Training, support for cross- referrals

Page 29: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Wellness was our main“doorway”

FMLA

Page 30: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,
Page 31: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

When a doctor prescribes a wellness intervention…..

FMLAReferring at 6.5 X

the rate compared to NOT integrated in the

EPIC system

Page 32: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

91.5%

70.2%

37.0%

17.5%

41.2% 38.7%

3.1% 1.7%

0.0%

10.0%

20.0%

30.0%

40.0%

50.0%

60.0%

70.0%

80.0%

90.0%

100.0%

% Reached % Participated % Enrolled % Graduated

Engagement Rate Comparisons

Prescription for Wellness* Non-Prescription for Wellness (Passive)**

• Imbedded in computerized records (EPIC)

• A Rx creates expectation for follow-up and “filling” the order.The Power of the White Coat

Example #1: Prescription (Rx) for Wellness

Page 33: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

33

Health Risks Significantly Reduced:

• Poor Diet• High BMI• Tobacco Use• Low Physical Activity• Sick Days• High Blood Pressure• Poor Health

Perception• Seat Belt Usage

57.8%

30.8%

11.4%

62.0%

30.2%

7.7%

0.0%

10.0%

20.0%

30.0%

40.0%

50.0%

60.0%

70.0%

Low Risk Mod Risk High Risk

% of Member by Risk LevelPre and Post Rx for Wellness

Pre Post

19.2%

67.4%

13.4% Improved Risk Level

Maintained Risk Level

Increased Risk Level

Example #1: Prescription (Rx) for Wellness

Page 34: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Fully Integrated Data

When all services, utilization and risks areintegrated, referrals can beneed-driven in real time.

Page 35: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Medical claims and Rx

Recent HRA

Historic HRA & Changes

Schedule, job, engagement

Leave

Workers Comp

STD

Identified Accuracy

58%

45

67%

138

41080%Each month:

35 new cases

Predicted with:

Page 36: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Over 55% will come though another door

EAP

FMLA38%

Page 37: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

20%

30%

40%

50%

60%

70%

80%

Q1 2016 Q2 2016 Q3 2016 Q4 2016 Q1 2017 Q2 2017 Q3 2017 Q4 2017

Engagement Rates of Those Reached

We call member

Page 38: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

20%

30%

40%

50%

60%

70%

80%

Q1 2016 Q2 2016 Q3 2016 Q4 2016 Q1 2017 Q2 2017 Q3 2017 Q4 2017

Engagement Rates of Those Reached

Integrated referral We call member

Page 39: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

20%

30%

40%

50%

60%

70%

80%

Q1 2016 Q2 2016 Q3 2016 Q4 2016 Q1 2017 Q2 2017 Q3 2017 Q4 2017

Engagement Rates of Those Reached

Integrated referral We call member Member calls for help

Page 40: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Rate of depression DOUBLES after an employee take a medical leave to care for a loved one…..

Page 41: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,
Page 42: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

After integrated referral… engagement

13.1%

8.2%

5.6% 5.7% 5.5%

13.2%

19.5%

42.2%41.4%

38.3%37.2%

44.0%

40.9%

31.8%

23.9%

17.1%

21.6%

32.6%

38.8%

26.5%

33.9%32.2%

30.0%30.3%30.4%28.4%

19.9%20.8%

26.4%

0.0%

5.0%

10.0%

15.0%

20.0%

25.0%

30.0%

35.0%

40.0%

45.0%

50.0% Implementation >

4 X

Page 43: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

-4

-3

-2

-1

0

1

2

3

Termination(transferred)

Very satisfied Feel cared for byemployer

2 times lesslikely to quit

1.6 times more likely

1.6 times more likely

Page 44: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

$3,544

$3,370 $3,419

$4,993

$2,000

$2,500

$3,000

$3,500

$4,000

$4,500

$5,000

$5,500

Pre Post

Mean Integrated Cost Paid

Engaged (n = 65) Not Engaged (n = 390)

(6 mos)

5.05

5.02

4.25

8.03

3.00

4.00

5.00

6.00

7.00

8.00

9.00

Pre Post

Mean Lost Work Days

Engaged (n = 65) Not Engaged (n = 390)

(6 mos)

Matched comparison: demographics and pre-cost

P=0.06 P<0.05

Net Diff: 3.8 days

Net Diff: $1,749

Page 45: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Embedded PowerPoint VideoBy PresenterMedia.com

Page 46: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Integration at the program level

1. It can be done.2. Improves engagement and outcomes.3. Leverages investments you are already making.

Page 47: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Leveraging strategy and policy tomaximize the value of broad integration.

Page 48: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Highly integrated system with

an academic medical center

hub that is closely affiliated

with the University of

Pittsburgh

UPMC Health Services Division

has:

• More than 20 academic,

community, and regional hospitals

with more than 5,000 licensed beds

• More than 500 clinical locations in

western Pennsylvania

• More than 70 inpatient, outpatient

& long-term care facilities for

rehabilitation services

• More than 3.9 million outpatients

visits

UPMC HEALTH

SERVICES DIVISIONUPMC ENTERPRISES UPMC INSURANCE

SERVICES DIVISIONUPMC INTERNATIONAL

UPMC Insurance Services Division

has:

• More than 2.9 million members in

FY16

• $7 billion in top line revenue

• 33% market share across all

covered lives in western

Pennsylvania

• The largest behavioral health

insurance provider in Pennsylvania

Page 49: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

UPMC’s mission is to serve our community by

providing outstanding patient care and to shape

tomorrow’s health system through clinical and

technological innovation, research, and education.

Mission

Page 50: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Demonstrating optimal health status as defined by positive health behaviors; minimal modifiable risk factors; and minimal illnesses, diseases, and injuries

Functioning to produce the maximum contribution to achievement of personal goals and the organizational mission

Possessing an ability to respond to changing demands given the increasing pace and unpredictable nature of work

Adjusting to setbacks, increased demands, or unusual challenges by bouncing back to optimal well-being and performance without incurring severe functional decrement

*IOM: Integrating Employee Health: A Report for NASA 2007

HEALTHY

PRODUCTIVE

READY

RESILIENT

Page 51: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Health MeasurePittsburgh Ranking vs. 14 Similar U.S.

Economic Regions

Diabetes 19% 13th

Fatal Heart Attacks 25.3% 12th

Obesity 36.6% 10th

Our Challenge: Growing Healthier and More Productive Employees and Businesses

Page 52: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Healthcare employees:

• 10% higher healthcare costs

• Hospital employees and families have 13% higher healthcare costs

• Hospital employees & families have 8.6% more illness

• Hospital workers & families had fewer physician office visits, yet were 22% more likely to visit the ER

• The average annual cost of healthcare for hospital employees was $4,662, $538 higher than the general employee population.

(Source: CHICAGO | Monday Sept 12, 2011 12:25am EDT (Reuters)

Page 53: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Human CapitalRetentionAbsenceSafety

HealthMental health Musculoskeletal

Page 54: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

• Big Data also means Big Cooperation

• Data owners come from all aspects of the business.

• And buy-in at the top is key.

HR

Page 55: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

We know policy and strategy influenceeach other.

Tighter STD and PTO policy increasesuse of workers compensation and FMLA.

How we pay people affects how they usebenefits and how they perform.

Page 56: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Engagement in EAP andhealth coaching was low.

A significant portion of new hires developed new health risks and stress within 18 monthsand had almost double the rate of disability and workers compensation.

Policies and processes wereimplemented to conduct HRA duringonboarding, enhance safety training.

Page 57: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Dramatic increase in engagement with health coach for review.

3.6%5.2%

9.2%6.6%

3.9% 3.5% 2.5%

12.5%

21.3%

26.4% 26.3%

8.2%

31.4%

36.1% 35.6%

27.3%

31.9%

26.2%27.7%

30.8%

0.0%

10.0%

20.0%

30.0%

40.0%

50.0%

60.0%

Reach Rate by Hire Month

Implementation of Initiative

4.5 X

Page 58: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Data show important predictors of turnover, including job issues, engagement, pay for high performers,recent leave and disability.

HR fine-tuning bonus and performance evaluation methods.Intervening in low-rated departments.

Program integration indicates whenindividuals may need additional support.

Page 59: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

Building an Effective, Integrated Human Capital Strategy

Philosophical and strategic platform.

• Informed by data

• Supported by services

• 15 years of human capital research

Page 60: Planet - ibiweb.org · PrePost Mean Integrated Cost Paid Engaged ... Implementation of Initiative 4.5 X. Data show important predictors of turnover, including job issues, engagement,

UPMC results:

Higher engagement, leading toLower turnoverLower costFewer absencesHigher satisfactionMaximized value of existing services