business analytics for healthcare public
DESCRIPTION
IBM Healthcare Business Analytics solutions including Cognos, TM1 and SPSS. How healthcare challenges are met and costs are optimized through the use of Data Visualizations, Performance Management, and Predictive Analytics.TRANSCRIPT
IBM COGNOS in Healthcare
Michael LangtonManaging Director
Natalija PavicAccount Manager
AGENDA• Healthcare Challenges• Discuss Account and Visit Website• Business Analytics for Healthcare Overview• Dashboards, Data Visualization• DEMO• Healthcare Performance Management,
Workforce Planning• Summary of Benefits• Watson• Next Steps
Healthcare Challenges
• Pay for Performance metrics – Readmission penalties before 30 days fee– Overstaying patients put strain on the system– Ambulance diversions lower quality of care
• Medicare/Medicaid/HMO set prices and fee schedules for certain procedures
• US Law require hospitals to provide care even to those not able to pay– Therefore cost is distributed to those able to
pay
What will be important?
• Currently using: – Anvita Health to monitor patient experience and
quality of care with sophisticated reporting– Peoplesoft (Oracle) for financial systems but seeking
Accounting Director with advanced “excel” skills
• Might Need:– Performance Management for cost optimization and
workforce management– Dashboards/Scorecards to visualize KPIs– Predictive Analytics for patient demographic analysis
and remission analysis
WEBSITE VISIT
Business Analytics Overview• Track and monitor revenues, margins, and operational
performance• Analyze results, identify trends, detect patterns and
predict outcomes• Model the impact of business decisions to improve
financial processes• Monitor quality initiatives and care programs• Support pay for performance goals and initiatives• Gain an enterprise-wide view of performance against
organizational goals, key performance indicators (KPIs) and strategic objectives
• Quickly adjust plans to meet financial objectives and support profitable growth
Human resources… optimize resource allocation and workforce planning to improve service levels and optimize cost?
Doctors and patients... could collaborate and track recovery with treatment compliance and disease management with quick alerts if patients miss or skip treatment?
Executive leaders… had a clear view of organizational performance and were alerted to patient quality issues before they became a problem?
Finance... could reduce operating costs, perform dynamic budgeting and forecasting, and improve overall accountability
Decision Support... could reduce wait times for patients?
Healthcare providers are turning to analytics to deliver smarter outcomes
What if …
• Typical Hospital has more than 50 data sources
• Most are best of breed solutions, this creates many data silos
• “Excel Hell”
• Leverage and extend the investment in the Hospital Information Systems (Meditech, etc.)
Healthcare Complications and Challenges
Healthcare increasingly will use analytics to drive clinical and operational improvements to meet business challenges
Predictive Analytics
Decision support analytics
Data integration;
data warehouse
Transaction
reporting
Ad-hoc Reporting
Standard Reporting
Alerts
Query/Drill-down
Simulation
Forecasting
Optimization
Predictive Modeling
• Basic reporting tools
• Spreadsheets
• Applications’ report modules
• Financial/operational dashboards
• Clinical data repositories
• Departmental data marts Current analytics level
• Enterprise analytics
• Evidence-based medicine
• Clinical outcomes analytics
• Successful ALC patients
• Readmission probability
• Patient, member behavior
2010 2010-2014
2011-2014
2012-2015
Healthcare Performance Management
1. What is happening? A gauge of the most critical indicators for your organization
2. Why is it happening? The ability to dig deeper into current issues to understand what led to the results
3. What should we be doing? The ability to set plans, allocate resources, monitor them and adapt
4. What is likely to happen in the future? Being able to monitor and analyze current and past performance to proactively address evolving trends and predict outcomes
Business Analytics solutions help optimize decision making
Quality directorClinician
.
Business analystExecutiveFinance officerMedical officer
Messagesources
Relationalsources
Applicationsources
OLAPsources
Modern and legacy sources
Smartphone PowerPoint Browser TabletExcel Email
Dashboards Scorecards Reports Queries Analysis Networkanalytics
Predictivemodeling
Planning/ budgeting
IBM Business Analytics software—independent, service-oriented architecture (SOA)-based platform
Unstructured data
Ambulatory systems
Human resourcesClinical systems
Scheduling
Claims management
Financial systems
Call center Supply chain
Risk management Contracts
Access from
Deliver insight to
?
Opportunities for Analytics in Healthcare
What-if Analysis
Driver Based Planning
Workforce/Labour Planning
Planning Transparency
Planning KPI’s & Variances
Planning/Forecasting/Budgeting
Tracking Variances in Financial/Operational/HR Performance
Personal Analytics
Slicing & Dicing
Dashboards
Data Security
Dashboards• Monitor revenues and margin performance by service line,
by department, by facility and at the enterprise level
• Measure performance against strategic institutional initiatives
• Monitor quality across multiple locations and service lines
• Track financial goals in terms of growth, profitability, key controllable expenses and return on net assets
• Aggregate profitability and operational data from multiple silos across the organization to deliver dashboards and scorecards to care providers and management
DEMO TIME
Performance Management • Develop long-range, financial, cost center and headcount plans,
forecasts and budgets• Create driver-based models for expense planning based upon
patient days, visits ,units of service, procedure and more• Create operational plans for facilities, clinics and service lines• Plan for adjustments based on projected demographic and/or
environmental influences (e.g. market competition, changes in referral patterns, changes in reimbursement rates, etc.) that impact volume and dollar projections
• Gain consensus and consolidate top-down and bottom-up operational plans with financial plans
• Increase accountability across the organization through a high-participating planning process
• Support timely updates of forecasts to address changing market influences, new initiatives and competitive factors
• Manage and consolidate plans via integrated workflows
Workforce Planning
• Pay for Performance Funding Model
• 80% of Healthcare costs are in Payroll
• Workforce Planning is critical to optimizing resources and is very intensely manual (should be driver based)
• Includes BI/TM1/SPSS and Mobile
• Service line and departmental reporting, analysis, dashboards and scorecards let service-line directors and operational staff see at a glance how individual clinics, ambulatory centers, departments and/or service lines are performing
• Marketing departments can identify service areas to target to more efficiently serve the community and enhance operational performance
• Initiative planning lets you perform what-if analysis and plan marketing initiatives by service, by specialty, by market or practice
• Service line P&L calculation and forecasting can be created dynamically from revenue, balance sheet and cost information to provide profitability insights
Improve Profitability
Summary of Benefits• Tying performance targets
to events, trends and risk factors
• Shorter planning cycles• Focusing on achievement of
specific tactics and initiatives
• Critical business ratios to gain understanding
• Continuous planning• Rolling forecasts
Summary of Benefits• Reduce costs
– Identify, implement and monitor operational process efficiencies to drive down operating cost
• Improve care quality– Optimize and align clinical processes to improve quality, patent
safety and clinical outcomes
• Promote transparency and access– Provide cost and quality information to purchasers, consumers and
regulators to drive accountability, collaboration and equitable access to care
• Drive sustainable and profitable growth– Support the organizational mission by ensuring market
competitiveness and leveraging capacity and capabilities to expand into new markets, partnerships, products and services
ONE MORE THING
WHAT IS WATSON?
• Smart analytics artificial intelligence
• Natural Language Capabilities Evidence Based Learning Hypothesis Generation
• For querying massive unstructured text data using natural speech
• Healthcare applications in patient diagnosis and solving complex problems
Next Steps• Business Analytics Projects? Plans? Pains?
• Target Finance, Administrative, Decision Support Departments
• Questions to ask: – How do you manage costs?– What affects profitability within your organization? – How do you forecast/budget?– How long does it take you to plan? – Could your financial costing/quality system be improved? – Do you run into staff shortages/overages? – How do you do your workforce planning?
QUESTIONS?