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Chicago Technology For Value-Based Healthcare
Driving Data to Cut Healthcare Costs
Omar Husain
Solution Architect, Data Integration
Strata Decision Technology
October 30, 2018
© 2018 Strata Decision Technology 2
By the end of this session, participants will understand…
• The cost crisis in American health systems
• The data elements that are useful for costing
• How to tie data elements together to reduce cost
Objectives
© 2018 Strata Decision Technology 3
National Health Expenditures (1980 – 2025)
© 2018 Strata Decision Technology 4
National Health Expenditures as a % of GDP and Breakdown of
National Health Expenditures(1980– 2060)
© 2018 Strata Decision Technology 5
U.S Population Trends and Projections by Age (1980– 2060)
© 2018 Strata Decision Technology 6
% of Medicare FFS Beneficiaries vs. % of Spending by Number of
Chronic Conditions (1960– 2014)
© 2018 Strata Decision Technology 7
% of FFS Medicare Beneficiaries w/ Chronic Conditions (2015)
© 2018 Strata Decision Technology 8
Managed Care Plan Avg. Operating Margins(1998 – 2015)
© 2018 Strata Decision Technology 9
Annual Change in Health Insurance Premiums (2000 – 2017)
© 2018 Strata Decision Technology 10
Consumer Out-of-Pocket for Health Expenditures (1995 – 2016)
© 2018 Strata Decision Technology 11
Announced Hospital Mergers and Acquisitions (2005 – 2017)
© 2018 Strata Decision Technology 12
# of Hospitals in Health Systems (2005 – 2016)
© 2018 Strata Decision Technology 13
Inpatient Days per 1,000 Persons (1995– 2016)
© 2018 Strata Decision Technology 14
Total Hospital Outpatient Visits in Hospitals (1995– 2016)
© 2018 Strata Decision Technology 15
Distribution of Outpatient vs. Inpatient Revenues (1995– 2016)
© 2018 Strata Decision Technology 16
Number of Full-time and Part-time Hospital Employees (1995– 2016)
© 2018 Strata Decision Technology 17
Average Operating Margin by Fiscal Year (2015 – 2017)
© 2018 Strata Decision Technology 18
You Must
Scale
You Must Pursue
“Smart Growth”
and Find New
Revenue Streams
You Must
Measure/Manage
Cost and Margins
You Must Become
a Brand
You Must Operate
as a System, Not
Just Call Yourself
One
You Must
Act Small
You Must Engage
Your Physicians
You Must Leverage
Analytics
You Must Protect
Yourself
You Must Manage
Social
Determinants of
Health
You Must Help
Solve the Opioid
Epidemic
You Must Deliver
Value
© 2018 Strata Decision Technology 19
Market Problem:
Healthcare providers have little to no access to accurate and actionable information on the
cost of care. According to a recent survey, 90% of healthcare leaders are “flying blind” when it
comes to understanding cost. How can you reduce variation, waste and inefficiency in order
to invest in and improve care if you don’t have any access to data?
Strata’s Solution:
StrataJazz is rated #1 in KLAS for Decision Support and Advanced Cost Accounting and is
known as the “gold standard” for understanding cost and margins and the most sophisticated
Business Intelligence engine in healthcare.
 Cost Accounting
 Contract Analytics
 Episode Analytics
 Advanced Reporting and Analytics
 Strategic Pricing
Financial Decision Support
 Licensed solution
Data Integration
© 2018 Strata Decision Technology 21
Key Data Elements
• General Ledger
• Payroll
• Charges
• Payments
• Encounter Summary
• Patient Demographics
• Diagnosis Detail
• Procedural Detail
© 2018 Strata Decision Technology 22
Additional Data Sets
• Supply Detail
• APC/CPT Detail
• Surgical Times
• Time and Attendance
• Admits, Discharges, and Transfers
• Drive/Visit Times for Homecare
© 2018 Strata Decision Technology 23
How Does Data Get Imported?
Files are Placed
on sFTP
Strata Picks Up
File From sFTP
File is Imported
into Separate
Tables in
Database
© 2018 Strata Decision Technology 24
Common Issues with Data Integration
• Resource Constraints
• Bad Data Governance
• Inconsistence Code Structures
• Disparate Source Systems
• Overlapping Source Systems
• Bad EHR Systems
• System Overload
© 2018 Strata Decision Technology 25
Data… Integrated!
Foundational data validated
Billing data validated
General Ledger to Pre-Costing dollars reconciled
Initial costing results reviewed
© 2018 Strata Decision Technology 26
• Department Code
• Ties charges to GL
• Encounter Record Number
• Ties all patient data
Major Keys
© 2018 Strata Decision Technology 27
CostingProcess
Align revenue and expenses
Consolidate cost components
and assign variability
Allocate overhead expenses
Distribute costs to patients and
activities
Add topside adjustments and
patient specific costs
Report
Costing Process Overview
DecisionSupport
EHR
GL
Payroll
Integrate Clinical
and Financial Data
© 2018 Strata Decision Technology 28
Processing All This Data
• Employ an analysis services cube to process all data and relationships on
a nightly basis
• Can pull a report tying any data elements you wish in seconds
• Processes all cost calculations nightly so that results can be viewed in
seconds
Latest and Greatest
© 2018 Strata Decision Technology 30
Clinicians are either
unaware of or
disengaged/
unmotivated when it
comes to the cost
implications of their
behaviors
Utilize dashboards to
communicate using the
metrics/data clinicians
are familiar with first
(volumes, root causes,
etc.), financial impacts
second
T HE PROBLEM T HE PLA Y(S)
Publish Dashboards to Communicate Effectiveness of Cost
Savings Initiatives with Both Financial and Clinical Data
© 2018 Strata Decision Technology 31
The Payoff
• Clinical buy-in
• Committed, sustained
behavior change
• Lower practice variability
• Cost savings w/out
sacrificing quality or
clinical outcomes
© 2018 Strata Decision Technology 32
Deploy Time-Driven Costing (Surgery)
Time is the most
significant cost driver
and source of
variation. Current
methodologies don’t
enable true labor cost
variation and analysis
• Integrate
timestamp and
resource data from
EHRs + other
ancillary systems
• Create a patient-
specific cost driver
TH E P ROBLEM TH E P LA Y (S)
© 2018 Strata Decision Technology 33
TDC™
Time-Driven Costing
Deploy Time-Driven Costing
TDC
Surgery
Anesthesia
Physician
Clinic
ED
Nursing
Imaging
TD-ABC
1. Integrate
RFID/EHR Data
2. Align to
current cost
structure and
deploy TDC
3. Calculate costs
and identify
variation
4. Compare
capacity and
operational
issues
Questions and Discussion

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Driving Data to Cut Healthcare Costs

  • 1. Chicago Technology For Value-Based Healthcare Driving Data to Cut Healthcare Costs Omar Husain Solution Architect, Data Integration Strata Decision Technology October 30, 2018
  • 2. © 2018 Strata Decision Technology 2 By the end of this session, participants will understand… • The cost crisis in American health systems • The data elements that are useful for costing • How to tie data elements together to reduce cost Objectives
  • 3. © 2018 Strata Decision Technology 3 National Health Expenditures (1980 – 2025)
  • 4. © 2018 Strata Decision Technology 4 National Health Expenditures as a % of GDP and Breakdown of National Health Expenditures(1980– 2060)
  • 5. © 2018 Strata Decision Technology 5 U.S Population Trends and Projections by Age (1980– 2060)
  • 6. © 2018 Strata Decision Technology 6 % of Medicare FFS Beneficiaries vs. % of Spending by Number of Chronic Conditions (1960– 2014)
  • 7. © 2018 Strata Decision Technology 7 % of FFS Medicare Beneficiaries w/ Chronic Conditions (2015)
  • 8. © 2018 Strata Decision Technology 8 Managed Care Plan Avg. Operating Margins(1998 – 2015)
  • 9. © 2018 Strata Decision Technology 9 Annual Change in Health Insurance Premiums (2000 – 2017)
  • 10. © 2018 Strata Decision Technology 10 Consumer Out-of-Pocket for Health Expenditures (1995 – 2016)
  • 11. © 2018 Strata Decision Technology 11 Announced Hospital Mergers and Acquisitions (2005 – 2017)
  • 12. © 2018 Strata Decision Technology 12 # of Hospitals in Health Systems (2005 – 2016)
  • 13. © 2018 Strata Decision Technology 13 Inpatient Days per 1,000 Persons (1995– 2016)
  • 14. © 2018 Strata Decision Technology 14 Total Hospital Outpatient Visits in Hospitals (1995– 2016)
  • 15. © 2018 Strata Decision Technology 15 Distribution of Outpatient vs. Inpatient Revenues (1995– 2016)
  • 16. © 2018 Strata Decision Technology 16 Number of Full-time and Part-time Hospital Employees (1995– 2016)
  • 17. © 2018 Strata Decision Technology 17 Average Operating Margin by Fiscal Year (2015 – 2017)
  • 18. © 2018 Strata Decision Technology 18 You Must Scale You Must Pursue “Smart Growth” and Find New Revenue Streams You Must Measure/Manage Cost and Margins You Must Become a Brand You Must Operate as a System, Not Just Call Yourself One You Must Act Small You Must Engage Your Physicians You Must Leverage Analytics You Must Protect Yourself You Must Manage Social Determinants of Health You Must Help Solve the Opioid Epidemic You Must Deliver Value
  • 19. © 2018 Strata Decision Technology 19 Market Problem: Healthcare providers have little to no access to accurate and actionable information on the cost of care. According to a recent survey, 90% of healthcare leaders are “flying blind” when it comes to understanding cost. How can you reduce variation, waste and inefficiency in order to invest in and improve care if you don’t have any access to data? Strata’s Solution: StrataJazz is rated #1 in KLAS for Decision Support and Advanced Cost Accounting and is known as the “gold standard” for understanding cost and margins and the most sophisticated Business Intelligence engine in healthcare.  Cost Accounting  Contract Analytics  Episode Analytics  Advanced Reporting and Analytics  Strategic Pricing Financial Decision Support  Licensed solution
  • 21. © 2018 Strata Decision Technology 21 Key Data Elements • General Ledger • Payroll • Charges • Payments • Encounter Summary • Patient Demographics • Diagnosis Detail • Procedural Detail
  • 22. © 2018 Strata Decision Technology 22 Additional Data Sets • Supply Detail • APC/CPT Detail • Surgical Times • Time and Attendance • Admits, Discharges, and Transfers • Drive/Visit Times for Homecare
  • 23. © 2018 Strata Decision Technology 23 How Does Data Get Imported? Files are Placed on sFTP Strata Picks Up File From sFTP File is Imported into Separate Tables in Database
  • 24. © 2018 Strata Decision Technology 24 Common Issues with Data Integration • Resource Constraints • Bad Data Governance • Inconsistence Code Structures • Disparate Source Systems • Overlapping Source Systems • Bad EHR Systems • System Overload
  • 25. © 2018 Strata Decision Technology 25 Data… Integrated! Foundational data validated Billing data validated General Ledger to Pre-Costing dollars reconciled Initial costing results reviewed
  • 26. © 2018 Strata Decision Technology 26 • Department Code • Ties charges to GL • Encounter Record Number • Ties all patient data Major Keys
  • 27. © 2018 Strata Decision Technology 27 CostingProcess Align revenue and expenses Consolidate cost components and assign variability Allocate overhead expenses Distribute costs to patients and activities Add topside adjustments and patient specific costs Report Costing Process Overview DecisionSupport EHR GL Payroll Integrate Clinical and Financial Data
  • 28. © 2018 Strata Decision Technology 28 Processing All This Data • Employ an analysis services cube to process all data and relationships on a nightly basis • Can pull a report tying any data elements you wish in seconds • Processes all cost calculations nightly so that results can be viewed in seconds
  • 30. © 2018 Strata Decision Technology 30 Clinicians are either unaware of or disengaged/ unmotivated when it comes to the cost implications of their behaviors Utilize dashboards to communicate using the metrics/data clinicians are familiar with first (volumes, root causes, etc.), financial impacts second T HE PROBLEM T HE PLA Y(S) Publish Dashboards to Communicate Effectiveness of Cost Savings Initiatives with Both Financial and Clinical Data
  • 31. © 2018 Strata Decision Technology 31 The Payoff • Clinical buy-in • Committed, sustained behavior change • Lower practice variability • Cost savings w/out sacrificing quality or clinical outcomes
  • 32. © 2018 Strata Decision Technology 32 Deploy Time-Driven Costing (Surgery) Time is the most significant cost driver and source of variation. Current methodologies don’t enable true labor cost variation and analysis • Integrate timestamp and resource data from EHRs + other ancillary systems • Create a patient- specific cost driver TH E P ROBLEM TH E P LA Y (S)
  • 33. © 2018 Strata Decision Technology 33 TDC™ Time-Driven Costing Deploy Time-Driven Costing TDC Surgery Anesthesia Physician Clinic ED Nursing Imaging TD-ABC 1. Integrate RFID/EHR Data 2. Align to current cost structure and deploy TDC 3. Calculate costs and identify variation 4. Compare capacity and operational issues