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Achieving Affordability with Visual AnalyticsVariation Reduction as a Tool to Engage Clinicians Ingenix User Conference May 2011 Michael van Duren, M.D., MBA Sutter Health A Project of the Sutter Medical Network  and Sutter Physician Services
About us
Californiaā€™s Highest Quality Health Care System* Serving more than 3 million patients ,[object Object]
5,000 physicians
Aligned under the Sutter Medical Network
Physician medical foundation and IPAsPart of more than 100 communities ,[object Object]
Home health & hospice and long-term care services throughout Northern CaliforniaPartnering with providers, patients and communities ,[object Object]
24 fundraising organizations*Source: The Lewin Group, 2009
The Sutter Medical Network ,[object Object]
SMN Standards of Participationcreate collective accountability thatencompasses the entire spectrum of clinical and service quality:
Clinical Pay for Performance
Primary care appointment wait times
Patient satisfaction with the care experience
Adoption of online services
Variation reduction efforts,[object Object]
Brown & Toland Physicians
Central Valley Medical Group
Marin IPA
Mills-Peninsula Medical Group
Palo Alto Medical Foundation
Sutter East Bay Medical Foundation
Sutter Gould Medical Foundation
Sutter Independent Physicians
Sutter Medical Foundation
Sutter Pacific Medical Foundation,[object Object]
How To Engage Physicians Respect their intelligence & time Trust their motives Adult learning: peer setting Solution: variation reduction program 7
Variation Reduction Program Components Leadership Which is the most important component? Remove any one and it wonā€™t workā€¦
DATA 9
Purpose for Data Sharing ļƒ  Practical Implications Show clinicians how they differ from each other Must be:  Apples to apples Simple and explainable Clinically relevant Compelling: ā€œAha, I see what I need to changeā€ ETGs with drill down accomplishes all this Hi-Lo Variation is typically 100 - 300% Therefore data needs only to be directionally correct Attribution: anything less than 50% loses credibility 10
Data Issues for Provider Groups vis-Ć -vis Plans Less complete data HMO: claims, but only for the risk that groups took Excludes facility costs  (not a problem , but beware low cost outliers) Excludes out of network, behavioral health, negotiated carve outs, etc PPO: billing data, but only for care that was provided Pharmacy: only what is provided by HMOs More complete data Clinical sources Outcome data: Blood Pressure, A1c, LDL Rx written, not just filled More recent data: yesterday 11
Clinicians Are Very Discerning re Value of ETGs Problematic areas discovered: Hernias All types (inguinal, abdominal, hiatal) together Gyn tumors Uterus and ovaries grouped together Gyn irregular bleeding Postmenopausal bleeding not distinct Knee procedures Total knee and arthroscopy cases grouped together 12
Provider Network Clinical Integration Issues Competitors can not share pricing Work with data stripped of all pricing Uniform charge master applied to all data Multiple data sources Lab vendors Pathology contractors Surgery at multiple sites Integrate all payers Changing systems
DISPLAY
Why Is Visual Data Display So Important? Can not afford distractions:  Accuracy Methodology Detailed questions 15
Why Is Visual Data Display So Important? 16 Must be all right brain, gut level, intuitive ā€œAha, I see I am an outlier. I know what I should do differently!ā€ Need to achieve this in seconds, without words
17
18
19
20
How to Speak to the Right Brain? Visual data; not words or numbers Message must jump out on its own Remove all extraneous text Personal impact Change desired must be obvious 21
Example of Other Dashboards
Visual Display of Variation 23
HMO Statin Prescription VolumePPO volume not included 24
25
2nd Line Diabetes Drug 26
27
28
29
30
12 Month Run Chart (volume of 30 day supply) 31
32
33
New Features: Frequency of Surgery
New Features: View Individual Episodes
Each Bar is an Individual Episode 36
Curiosity About a Single High Episode 37
Select and Episode to View Claims 38
Claims View 39
Claims View - Continued 40
people 41
Philosophy of Physician Behavior 42
Philosophy of Physician Behavior 43
Contextualist Approach Deductive Approach COMPLIANCE Contextualist Approach EMPOWER Copyright 2009 VHA Inc. All rights reserved. Authorized use of this content is limited to reading and analyzing the content for its internal use, printing a copy of any page for its internal use and disclosing the content to other VHA alliance members . For internal VHA member use only.
Two Approaches Bottom up Multiple small projects Maximizes physician buy-in ,[object Object]
Standardized implementation
Maximizes savings,[object Object]
Guiding principles for VR facilitation Transparency ā€“ names not blinded Use natural competitiveness in a playful way Talking about affordability is ok and necessary (ā€œI am not going to apologizeā€)  Must lead to a ā€œprojectā€ ā€“  must result in an improved outcome  this requires some nudging Improvise, Adapt, Think Fast
Resources for Data & Emotions:Nudge, Switch 48
Reactions from Physicians ā€œI haven't had this much fun since residencyā€ ā€œI have been waiting for this for ten yearsā€ ā€œThat was a lot more fun than I expected from the title of the meetingā€ ā€œWhen are you guys coming back?ā€ 49
process 50
Variation Reduction Program Components Phases Introduce and orient dept chair Meet with whole dept (5-15) Explore various ideas, dig & clarify Narrow selection to one project Write charter, define goals, commit to interventions Track progress, modify interventions
Improvement Project Sequence Use SCPA to identify variation reduction opportunities Clinicians agree on a standard and define performance metrics Clinicians agree to launch an improvement project
VR Project Charter Sample process from one group
Problem Statement What is the problem we are solving for? Duration, where, what, why In [time period], there were [count] patients with [diagnosis] who experienced [what undesirable care was done] and this is a problem, because [impact].
Problem Statement In 2010, 55% of 1182 patients with new onset Sinusitis were treated with antibiotics, other than Amoxicillin. This resulted in unnecessary pharmaceutical costs.

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Achieving Affordability with Visual Analytics; Variation Reduction as a Tool to Engage Clinicians

  • 1. Achieving Affordability with Visual AnalyticsVariation Reduction as a Tool to Engage Clinicians Ingenix User Conference May 2011 Michael van Duren, M.D., MBA Sutter Health A Project of the Sutter Medical Network and Sutter Physician Services
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  • 5. Aligned under the Sutter Medical Network
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  • 8. 24 fundraising organizations*Source: The Lewin Group, 2009
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  • 10. SMN Standards of Participationcreate collective accountability thatencompasses the entire spectrum of clinical and service quality:
  • 11. Clinical Pay for Performance
  • 13. Patient satisfaction with the care experience
  • 15.
  • 16. Brown & Toland Physicians
  • 20. Palo Alto Medical Foundation
  • 21. Sutter East Bay Medical Foundation
  • 22. Sutter Gould Medical Foundation
  • 25.
  • 26. How To Engage Physicians Respect their intelligence & time Trust their motives Adult learning: peer setting Solution: variation reduction program 7
  • 27. Variation Reduction Program Components Leadership Which is the most important component? Remove any one and it wonā€™t workā€¦
  • 29. Purpose for Data Sharing ļƒ  Practical Implications Show clinicians how they differ from each other Must be: Apples to apples Simple and explainable Clinically relevant Compelling: ā€œAha, I see what I need to changeā€ ETGs with drill down accomplishes all this Hi-Lo Variation is typically 100 - 300% Therefore data needs only to be directionally correct Attribution: anything less than 50% loses credibility 10
  • 30. Data Issues for Provider Groups vis-Ć -vis Plans Less complete data HMO: claims, but only for the risk that groups took Excludes facility costs (not a problem , but beware low cost outliers) Excludes out of network, behavioral health, negotiated carve outs, etc PPO: billing data, but only for care that was provided Pharmacy: only what is provided by HMOs More complete data Clinical sources Outcome data: Blood Pressure, A1c, LDL Rx written, not just filled More recent data: yesterday 11
  • 31. Clinicians Are Very Discerning re Value of ETGs Problematic areas discovered: Hernias All types (inguinal, abdominal, hiatal) together Gyn tumors Uterus and ovaries grouped together Gyn irregular bleeding Postmenopausal bleeding not distinct Knee procedures Total knee and arthroscopy cases grouped together 12
  • 32. Provider Network Clinical Integration Issues Competitors can not share pricing Work with data stripped of all pricing Uniform charge master applied to all data Multiple data sources Lab vendors Pathology contractors Surgery at multiple sites Integrate all payers Changing systems
  • 34. Why Is Visual Data Display So Important? Can not afford distractions: Accuracy Methodology Detailed questions 15
  • 35. Why Is Visual Data Display So Important? 16 Must be all right brain, gut level, intuitive ā€œAha, I see I am an outlier. I know what I should do differently!ā€ Need to achieve this in seconds, without words
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  • 37. 18
  • 38. 19
  • 39. 20
  • 40. How to Speak to the Right Brain? Visual data; not words or numbers Message must jump out on its own Remove all extraneous text Personal impact Change desired must be obvious 21
  • 41. Example of Other Dashboards
  • 42. Visual Display of Variation 23
  • 43. HMO Statin Prescription VolumePPO volume not included 24
  • 44. 25
  • 45. 2nd Line Diabetes Drug 26
  • 46. 27
  • 47. 28
  • 48. 29
  • 49. 30
  • 50. 12 Month Run Chart (volume of 30 day supply) 31
  • 51. 32
  • 52. 33
  • 54. New Features: View Individual Episodes
  • 55. Each Bar is an Individual Episode 36
  • 56. Curiosity About a Single High Episode 37
  • 57. Select and Episode to View Claims 38
  • 59. Claims View - Continued 40
  • 61. Philosophy of Physician Behavior 42
  • 62. Philosophy of Physician Behavior 43
  • 63. Contextualist Approach Deductive Approach COMPLIANCE Contextualist Approach EMPOWER Copyright 2009 VHA Inc. All rights reserved. Authorized use of this content is limited to reading and analyzing the content for its internal use, printing a copy of any page for its internal use and disclosing the content to other VHA alliance members . For internal VHA member use only.
  • 64.
  • 66.
  • 67. Guiding principles for VR facilitation Transparency ā€“ names not blinded Use natural competitiveness in a playful way Talking about affordability is ok and necessary (ā€œI am not going to apologizeā€) Must lead to a ā€œprojectā€ ā€“ must result in an improved outcome this requires some nudging Improvise, Adapt, Think Fast
  • 68. Resources for Data & Emotions:Nudge, Switch 48
  • 69. Reactions from Physicians ā€œI haven't had this much fun since residencyā€ ā€œI have been waiting for this for ten yearsā€ ā€œThat was a lot more fun than I expected from the title of the meetingā€ ā€œWhen are you guys coming back?ā€ 49
  • 71. Variation Reduction Program Components Phases Introduce and orient dept chair Meet with whole dept (5-15) Explore various ideas, dig & clarify Narrow selection to one project Write charter, define goals, commit to interventions Track progress, modify interventions
  • 72. Improvement Project Sequence Use SCPA to identify variation reduction opportunities Clinicians agree on a standard and define performance metrics Clinicians agree to launch an improvement project
  • 73. VR Project Charter Sample process from one group
  • 74. Problem Statement What is the problem we are solving for? Duration, where, what, why In [time period], there were [count] patients with [diagnosis] who experienced [what undesirable care was done] and this is a problem, because [impact].
  • 75. Problem Statement In 2010, 55% of 1182 patients with new onset Sinusitis were treated with antibiotics, other than Amoxicillin. This resulted in unnecessary pharmaceutical costs.
  • 76. Goal Statement - AIM [increased/decreased] [metric] from [baseline]to [goal level] as measured by [XX] by [when]. Specific Measurable Achievable Reasonable Time bound
  • 77. Goal Statement - AIM Increase the percent of patients with new onset sinusitis that receive treatment with Amoxicillin from 45% to 62% by the end of 2011. Reduce the average cost of initial antibiotic treatment for Sinusitis from $57 to $45 by the end of 2011.
  • 78. % of Patients treated with Amoxicillin 58
  • 79.
  • 80. Primary Metric How will you know youā€™ve made an improvement Rate is percent of numerator/denominator Denominator: [all patients with x] Numerator: [patients who received treatment x] Inclusions/exclusions Balance metric (how do we check that we are not causing harm?) Associated quality or outcome metric?
  • 81. Project Metric Name of metric: Percent of all patients prescribed Amoxicillin as 1st line antibiotic for treatment of sinusitis Numerator: number of sinusitis patients prescribed Amoxicillin Denominator: all Sinusitis patients with antibiotic prescription 61
  • 82.
  • 83. Anybody with any of the diagnoses in the prior 30 days (so that we are looking only at NEW onset sinusitis)
  • 85. Exclude pts with pneumonia or bronchitis in any of the other diagnoses
  • 86. OR use Epic linkage to pull onlyabx linked to sinusitis
  • 87. No recent abx use for anything else for 30 days
  • 88. No sinusitis in prior 12 monthsInclusion criteria for diagnosis: 461 P ACUTE SINUSITISĀ  461.0 ACUTE MAXILLARY SINUSITISĀ  461.1 ACUTE FRONTAL SINUSITISĀ  461.2 ACUTE ETHMOIDAL SINUSITISĀ  461.3 ACUTE SPHENOIDAL SINUSITISĀ  461.8 OTHER ACUTE SINUSITISĀ  473 P CHRONIC SINUSITISĀ  473.0 CHRONIC MAXILLARY SINUSITISĀ  473.1 CHRONIC FRONTAL SINUSITISĀ  473.2 CHRONIC ETHMOIDAL SINUSITISĀ  473.3 CHRONIC SPHENOIDAL SINUSITISĀ  473.8 OTHER CHRONIC SINUSITISĀ  473.9 UNSPECIFIED SINUSITISĀ  62
  • 89. Expected Benefit Improved affordability Improved consistency Enhanced adherence with clinical guidelines / best practices
  • 90. Implementation Plan 1st test of change (what are the changes you plan to make? How will they be implemented?) Who, what, when, where
  • 91. Implementation Plan First ā€œTest of Changeā€ Communicate to all ----- providers in meeting 4/1/2011 Distribute monthly run charts to individuals Work on smart set for Epic / consistent documentation Create guideline for consistent diagnosis of sinusitis: e.g. purulent discharge (Dr W----- & Dr L----) Other ideas (on hold for the future): Patient education ā€œwhy you are seeing your ENT and still getting Amoxicillinā€ Also education for ER Address outliers Epic BPA Otherā€¦
  • 92. Balance measure Cure rate? Are we seeing more failures on Amox? Return within 30 days for same diagnosis? Track baseline, see if it changesā€¦
  • 93. Local Standard Sinusitis guidelines? Am Acad of Otolaryngology 2007 (?). AAO.
  • 95. 69
  • 98. Additional Analytics Tools Needed Add in EMR data More recent All payers Has outcome data Progress over time (SPC) Simple drug comparisons of cost (3 bar) Bubble chart
  • 100. Roles Required for VR Projects 74

Editor's Notes

  1. Key Point: Value of understanding problems within context and involving key users in the problem solving processIssue is not what initially presentsļ‚”Issue lies hidden in actual situation, not pre-definedļ‚”Turn to context to uncover and then define issueObserve to understand the context we work in and the context our patients receive care in. By understanding the context we can more successfully uncover opportunities to improve practiceStory: