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Best Practices for Data Analysis
            A Chasing Logic Case Study



     Wayne Pan, MD, MBA
            Chief Medical Officer
            Pacific Partners Management Services, Inc.




Breakthrough Strategies to Boost HEDIS Scores & Quality Management • The Reach Resort, Key West • January 16, 2012
Best Practices for Data Analysis
            A Chasing Logic Case Study?



     Wayne Pan, MD, MBA
            Chief Medical Officer
            Pacific Partners Management Services, Inc.




Breakthrough Strategies to Boost HEDIS Scores & Quality Management • The Reach Resort, Key West • January 16, 2012
to recap....
               Breaking Down the Silos for Risk Adjustment, HEDIS & Care Management:
                         From Streamlining Charts to Capturing & Sharing the Right Data

           A Complementary Duo - Risk Adjustment and HEDIS: How to Ensure a Plan is
                                         Effectively Accomplishing Objectives for Both

Practical Steps to Improve the Integrity, Quality & Timeliness of Data & Supplemental Data

                          How Star Rating Measures Correlate with Overall HEDIS Quality

                                  The State of Health Care Quality – Plans, Providers and
                                                           Consumers in the New World
                                                          of Star Ratings and Exchanges

                                                       A Two-Part Discussion on Effective
                                                        Quality Improvement Partnerships
                                                 A Collaborated Effort: Plans & Providers Working
                                                                    to Improve Clinical Outcomes
                                                                Provider Education & Incentives:
                                                           Creating Tools & Toolkits for Providers
                                                                              That They Will Use
we cannot continue to keep quality,
      risk adjustment/stratification,
                 cost-effectiveness,
              medical management,
         network management, and
            member engagement in
                separate silos
that’s because....
they’re all related!
with the common denominator....
the patient.
some learnings from California’s IHA P4P....
theory: combine the various
plans’ quality P4P bonus
programs into a single coherent
program for physicians
results: very modest gains in
quality outcomes despite more
than half a billion dollars in P4P
bonuses paid out, since 2004
what happened?
not enough money set aside
quality not linked to efficiency
providers always have sicker,
less compliant patients
the P4P program didn’t change
provider or patient behavior
the plans didn’t save any money
sponsored by


IHA
P4P
two ideas....
combine quality & efficiency....
Two Strategic P4P Goals for 2011 2015

Goal #1: Bend the cost trend
   Targets:
   •Total cost below risk adjusted, geography adjusted
   average
   •Total Cost trend below Consumer Price Index +1

Goal #2: Achieve meaningful quality
  improvements in clinical care and patient
  experience, and increase meaningful use of
  health IT


            Copyright © 2011 Integrated Healthcare Association. All rights reserved.   4
be patient-centered....
why does that matter?
insanity:
 doing the
      same
thing over
  and over
        and
expecting
   different
    results
get out of our rut?
4x4   healthcare
4processes
communication
collaboration
Case
           Managers


Patients              PCPs

           Specialists




     coordination
anticipation
4
dimensional
data
financial
administrative
clinical
retrospective
   retrospective
reactivecare
$$$$$$
+   behavioral
predictive
prediction can lead to....
proactivecare
From: Dan Roam, “American Healthcare: a 4-napkin explanation”
www.slideshare.net/danroam/healthcare-napkins-all
one more thing....
all providers are not the same
use multiple communication
channels and communicate
consistently....
case study: SCCIPA
Santa Clara County
 1,304.01 sq. miles
  1,781,642 (2010)
           $74,335
5 PCP
 80 Specialists
                                           173 PCP
                                           343 Specialists




               57 PCP
        104 Specialists

                                                         11 PCP
                                                         30 Specialists

SCCIPA
 founded in 1986
 physician-owned, physician-governed
 800+ physicians - 240+ PCPs, 550+ specialists
 all 9 hospitals - including a tertiary care center
 9 health plans (Commercial and Medicare Advantage)
peopleprocessesplatform
people
hospitalists
SNFists
onsite case managers
complex case managers
utilization review staff
processes
P4P/CMS 5 STAR dashboard
incentive bonus based on quality
Ascender for HCC process
paper quarterly physician workplan
hospitalists perform HCC coding
platform
common web-based communication platform
facilitates administrative functions
rules-based management of processes
intuitive user-interface
embed quality reminders into office/provider workflow
provider feedback
provide actionable clinical data at point of care
allow patients to access their own data
allow patients to provide feedback and enter their own data
results
Inpatient	
  Hospital	
  Admissions	
  
       Per	
  1000	
  Enrolled	
  Patients	
  (Commercial)
70.0

60.0

50.0

40.0




           2011	
  Milliman	
  Benchmark	
  (Well	
  Managed)
           2011	
  Milliman	
  Benchmark	
  (Moderately	
  Managed)
           2011	
  Milliman	
  Benchmark	
  (Loosely	
  Managed)
           SCCIPA	
  A dmits	
  per	
  1000	
  (Commercial)
Bed	
  Days	
  Per	
  1000	
  Enrolled	
  Population	
  (Commercial)
300.0

250.0

200.0

150.0

100.0




                    2011	
  Milliman	
  Benchmark	
  (Well	
  Managed)
                    2011	
  Milliman	
  Benchmark	
  (Moderately	
  Managed)
                    2011	
  Milliman	
  Benchmark	
  (Loosely	
  Managed)
                    SCCIPA	
  Bed	
  Days	
  (Commercial)
Average	
  Length	
  of	
  Stay	
  (Commercial)
4.3


3.8


3.3


2.8




       2011	
  Milliman	
  Benchmark	
  (Well	
  Managed)
       2011	
  Milliman	
  Benchmark	
  (Moderately	
  Managed)
       2011	
  Milliman	
  Benchmark	
  (Loosely	
  Managed)
       SCCIPA	
  A verage	
  L ength	
  of	
  Stay	
  (Commercial)
Inpatient	
  Hospital	
  Admissions	
  
        Per	
  1000	
  Enrolled	
  Population	
  (Medicare)
350.0

300.0

250.0

200.0




         2011	
  Milliman	
  Benchmark	
  (Well	
  Managed)
         2011	
  Milliman	
  Benchmark	
  (Moderately	
  Managed)
         2011	
  Milliman	
  Benchmark	
  (Loosely	
  Managed)
         SCCIPA	
  A dmits	
  (Medicare)
Bed	
  Days	
  Per	
  1000	
  Enrolled	
  Population	
  (Medicare)
2000
1750
1500
1250
1000
 750




                  2011	
  Milliman	
  Benchmark	
  (Well	
  Managed)
                  2011	
  Milliman	
  Benchmark	
  (Moderately	
  Managed)
                  2011	
  Milliman	
  Benchmark	
  (Loosely	
  Managed)
                  SCCIPA	
  Bed	
  Days	
  (Medicare)
Average	
  Length	
  of	
  Stay	
  (Medicare)
5.5


5.0


4.5


4.0




      2011	
  Milliman	
  Benchmark	
  (Well	
  Managed)
      2011	
  Milliman	
  Benchmark	
  (Moderately	
  Managed)
      2011	
  Milliman	
  Benchmark	
  (Loosely	
  Managed)
      SCCIPA	
  A LOS(Medicare)
*

                                 *
                                 *
                                 *
                                 *




increase/same scores in 21 of 26 measures
no
When you improve a little bit
each day, eventually big things
occur. Don’t look for big, quick
improvement. Instead, seek
small improvement one day at a
time. That’s the only way it
happens - and when it happens,
it lasts.
                  John Wooden
iteration
Virtually nothing comes
out right the first time.
Failures, repeated
failures, are finger posts
on the road to
achievement. The only
time you don’t want to
fail is the last time you try
something. One fails
forward toward success.

Charles F. Kettering
don’t be afraid to FAIL....
failfast
combine quality & efficiency.
be patient-centered.
use multiple communication
channels and communicate
consistently....
welcome to
healthcare2.0
Thank you!
  wpan@ppmsi.com




WWW.SNOOPY.COM

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Best practices for data analysis 16 jan12

  • 1. Best Practices for Data Analysis A Chasing Logic Case Study Wayne Pan, MD, MBA Chief Medical Officer Pacific Partners Management Services, Inc. Breakthrough Strategies to Boost HEDIS Scores & Quality Management • The Reach Resort, Key West • January 16, 2012
  • 2. Best Practices for Data Analysis A Chasing Logic Case Study? Wayne Pan, MD, MBA Chief Medical Officer Pacific Partners Management Services, Inc. Breakthrough Strategies to Boost HEDIS Scores & Quality Management • The Reach Resort, Key West • January 16, 2012
  • 3. to recap.... Breaking Down the Silos for Risk Adjustment, HEDIS & Care Management: From Streamlining Charts to Capturing & Sharing the Right Data A Complementary Duo - Risk Adjustment and HEDIS: How to Ensure a Plan is Effectively Accomplishing Objectives for Both Practical Steps to Improve the Integrity, Quality & Timeliness of Data & Supplemental Data How Star Rating Measures Correlate with Overall HEDIS Quality The State of Health Care Quality – Plans, Providers and Consumers in the New World of Star Ratings and Exchanges A Two-Part Discussion on Effective Quality Improvement Partnerships A Collaborated Effort: Plans & Providers Working to Improve Clinical Outcomes Provider Education & Incentives: Creating Tools & Toolkits for Providers That They Will Use
  • 4. we cannot continue to keep quality, risk adjustment/stratification, cost-effectiveness, medical management, network management, and member engagement in separate silos
  • 6.
  • 8. with the common denominator....
  • 10. some learnings from California’s IHA P4P....
  • 11. theory: combine the various plans’ quality P4P bonus programs into a single coherent program for physicians
  • 12. results: very modest gains in quality outcomes despite more than half a billion dollars in P4P bonuses paid out, since 2004
  • 14. not enough money set aside quality not linked to efficiency providers always have sicker, less compliant patients
  • 15. the P4P program didn’t change provider or patient behavior
  • 16. the plans didn’t save any money
  • 19.
  • 20. combine quality & efficiency....
  • 21.
  • 22. Two Strategic P4P Goals for 2011 2015 Goal #1: Bend the cost trend Targets: •Total cost below risk adjusted, geography adjusted average •Total Cost trend below Consumer Price Index +1 Goal #2: Achieve meaningful quality improvements in clinical care and patient experience, and increase meaningful use of health IT Copyright © 2011 Integrated Healthcare Association. All rights reserved. 4
  • 23.
  • 25. why does that matter?
  • 26. insanity: doing the same thing over and over and expecting different results
  • 27. get out of our rut?
  • 28. 4x4 healthcare
  • 32. Case Managers Patients PCPs Specialists coordination
  • 38. retrospective retrospective
  • 41. + behavioral
  • 45. From: Dan Roam, “American Healthcare: a 4-napkin explanation” www.slideshare.net/danroam/healthcare-napkins-all
  • 47. all providers are not the same
  • 48. use multiple communication channels and communicate consistently....
  • 50. Santa Clara County 1,304.01 sq. miles 1,781,642 (2010) $74,335
  • 51. 5 PCP 80 Specialists 173 PCP 343 Specialists 57 PCP 104 Specialists 11 PCP 30 Specialists SCCIPA founded in 1986 physician-owned, physician-governed 800+ physicians - 240+ PCPs, 550+ specialists all 9 hospitals - including a tertiary care center 9 health plans (Commercial and Medicare Advantage)
  • 53. people hospitalists SNFists onsite case managers complex case managers utilization review staff
  • 54. processes P4P/CMS 5 STAR dashboard incentive bonus based on quality Ascender for HCC process paper quarterly physician workplan hospitalists perform HCC coding
  • 55. platform common web-based communication platform facilitates administrative functions rules-based management of processes intuitive user-interface embed quality reminders into office/provider workflow provider feedback provide actionable clinical data at point of care allow patients to access their own data allow patients to provide feedback and enter their own data
  • 57. Inpatient  Hospital  Admissions   Per  1000  Enrolled  Patients  (Commercial) 70.0 60.0 50.0 40.0 2011  Milliman  Benchmark  (Well  Managed) 2011  Milliman  Benchmark  (Moderately  Managed) 2011  Milliman  Benchmark  (Loosely  Managed) SCCIPA  A dmits  per  1000  (Commercial)
  • 58. Bed  Days  Per  1000  Enrolled  Population  (Commercial) 300.0 250.0 200.0 150.0 100.0 2011  Milliman  Benchmark  (Well  Managed) 2011  Milliman  Benchmark  (Moderately  Managed) 2011  Milliman  Benchmark  (Loosely  Managed) SCCIPA  Bed  Days  (Commercial)
  • 59. Average  Length  of  Stay  (Commercial) 4.3 3.8 3.3 2.8 2011  Milliman  Benchmark  (Well  Managed) 2011  Milliman  Benchmark  (Moderately  Managed) 2011  Milliman  Benchmark  (Loosely  Managed) SCCIPA  A verage  L ength  of  Stay  (Commercial)
  • 60. Inpatient  Hospital  Admissions   Per  1000  Enrolled  Population  (Medicare) 350.0 300.0 250.0 200.0 2011  Milliman  Benchmark  (Well  Managed) 2011  Milliman  Benchmark  (Moderately  Managed) 2011  Milliman  Benchmark  (Loosely  Managed) SCCIPA  A dmits  (Medicare)
  • 61. Bed  Days  Per  1000  Enrolled  Population  (Medicare) 2000 1750 1500 1250 1000 750 2011  Milliman  Benchmark  (Well  Managed) 2011  Milliman  Benchmark  (Moderately  Managed) 2011  Milliman  Benchmark  (Loosely  Managed) SCCIPA  Bed  Days  (Medicare)
  • 62. Average  Length  of  Stay  (Medicare) 5.5 5.0 4.5 4.0 2011  Milliman  Benchmark  (Well  Managed) 2011  Milliman  Benchmark  (Moderately  Managed) 2011  Milliman  Benchmark  (Loosely  Managed) SCCIPA  A LOS(Medicare)
  • 63.
  • 64. * * * * * increase/same scores in 21 of 26 measures
  • 65.
  • 66. no
  • 67. When you improve a little bit each day, eventually big things occur. Don’t look for big, quick improvement. Instead, seek small improvement one day at a time. That’s the only way it happens - and when it happens, it lasts. John Wooden
  • 69. Virtually nothing comes out right the first time. Failures, repeated failures, are finger posts on the road to achievement. The only time you don’t want to fail is the last time you try something. One fails forward toward success. Charles F. Kettering
  • 70. don’t be afraid to FAIL....
  • 72.
  • 73. combine quality & efficiency.
  • 75. use multiple communication channels and communicate consistently....
  • 76.
  • 78. Thank you! wpan@ppmsi.com WWW.SNOOPY.COM