Downloaded 37 times
Uploaded byApollo Hospitals Group and ATNF
Predictive Health Population Analytics
The document discusses predictive health population analytics and the potential of utilizing big data in healthcare to improve outcomes and reduce costs. It highlights the challenges facing the healthcare system, such as high spending with low impact on outcomes, and showcases successful case studies where analytics have made significant differences. The evolution of IT in healthcare delivery is emphasized, alongside suggestions for integrating data analytics into operations for better decision making and patient care.
More Related Content
Similar to Predictive Health Population Analytics
More from Apollo Hospitals Group and ATNF
Predictive Health Population Analytics
- 1. Predictive Health Population Analytics VeeraS Raghavan Executive Director & Global Practice Head Healthcare and Life Sciences Dell Services October 2015 Veeraraghavan@dell
- 2. Dell - InternalUse - Confidential 2 Modifiable health Adapted by DrNick from 2009 Continua Health Alliance -Brigitte Piniewski, MD 0 25 65 IllnessPre-IllnessWellness Unpredictable Health Predictable (Rules-based) Health Age Death 60-80% Lifestyle
- 3. Dell - InternalUse - Confidential 3 To put it another way…. Adapted by DrNick from 2009 Continua Health Alliance -Brigitte Piniewski, MD 0 25 65 Age IllnessPre-IllnessWellness Death Fun No Fun
- 4. Dell - InternalUse - Confidential 4 Challenges: US example $840B Annual healthcare spending with little or no effect on outcomes $17B Annual avoidable readmission costs for Medicare patients 200-400K Annual deaths as a result of “preventable harm” in hospitals >3,300 Annual deaths due to asthma. Many of which are avoidable.
- 5. Dell - InternalUse - Confidential 5 Analytics can make a difference: US example UPMC Health Plan reduced readmission rates 37% by identifying at-risk patients and providing personalized transition care and follow-up 58% reduction in surgical site infections at University of Iowa Hospitals and Clinics by providing real-time analytics during surgery asthma care with email notifications to emergency rooms, case managers and asthma patients forecasting events likely to exacerbate symptoms Optimize tests and overnight stays for ER patients by using analytics and historic data to more accurately predict test outcomes and likelihood of impending cardiac events reduceER doctors were able to
- 6. Dell - InternalUse - Confidential 6 Evolution of IT in healthcare delivery As healthcare delivery evolves towards collaborative care models, the ability to share data and use it to improve decision making will be a key transformative milestone Manage patient health Capture and digitize records Electronic medical record Patient health management EMR Information driven decision making Lab/eRx Hospital Physician Payer EMR Interoperability BI & analytics Phase 1 Phase 2 Phase 3 Move and exchange data Analyze and manage data Population health records EMR EMR
- 7. Dell - InternalUse - Confidential 7 What can you do with your big data? From reporting to search, discovery and prediction RetrospectiveDataReporting Real-time Unstructured Multiple sources Volume Population Analytics Personalized Medicine Performance Mgmt Outcome Improvement Clinical Decision Support Disease Mgmt/Patient Compliance Patient Profiling Cohort Analysis Fraud Detection Health Economics & Outcome Research Performance-based pricing Drug Discovery R&D Resource Allocation Clinical Trial Design Personalized Medicine Consumer Segmentation Infectious Disease and Outbreak Detection Patient Satisfaction & Behavior Analytics Readmissions Operation Mgmt Payment/Pricing R&D Public Health CRM Marketing Promotion/Health Campaigns Comparative Effectiveness Research Population health records
- 8. Dell - InternalUse - Confidential 8 Information-driven healthcare Seamlessly integrate big data and analytics into your workflow • Operational reports • Adhoc reports • Basic quality reports • Emergency dashboard • Readmission rates • HAI trends • Gaps in care • Physician scorecards and benchmarking • Labor forecasting • Population risk stratification • Disease based risk models • Readmission prediction • Prescriptive analytics • Patient flow optimization • Network leakage and design Reporting Visualization Inferences/ exceptions Predictive analytics Optimization Hindsight Insight Foresight Data Integration and Management Enterprise Data Warehouse Master Data Management/ Governance Model Development Change Mgmt.
- 9. Dell - InternalUse - Confidential 9 Delivery – highly unorganized in diff formatsDelivery – highly unorganized in diff formats Focus on India 60% 40 20 0 58 45 34 31 13 11 7 World average: 18 India Indo nesia China Brazil Norway US South Africa Out of Pocket Health Expenditure (as a % of total expenditure on health)
- 10. Dell - InternalUse - Confidential 10 Where & how do we start? Collect targeted operational data – wait times, time & motion studies, inventory to focus on operational analytics to drive bottom-line improvements Collect targeted patient experience and satisfaction data through surveys, correlate with healthcare services and physicians, monitor trends over time to drive traffic CSAT and predictive customer (patient & referring physician) behavior for top-line improvements Implement a light weight EMR to collect key clinical data points smartly. Drive outcomes research and clinical quality improvements. De-identify data to enable clinical trials, open new opportunities Role of Government, Health Ministry, Industry associations in defining and enforcing data standards Regulate Industry through data
- 11. Dell - InternalUse - Confidential 11 Hospital-IT-in-a-Box solution Core 4-stack solution Secure orchestrated Public cloud Business Intelligence – Clinical Research, Executives & Operations EMR (clinical functions) • Medical record • Diagnosis • Treatment plans • Prescription • Discharge summary • CPOE ERP functions • Finance & accounting • HCM & payroll • Supply chain management Administrative & finance functions (non-clinical) Lab, Radiology & pharmacy mgmt OP & IP management Housekeeping Blood Bank Patient Billing / claims mgmt Ward management OT & CSSD Diet management Hospital chain 1 Hospital chain 2 Hospital chain 3 SaaS SaaS SaaS Enterpriseimage management PRM Tele medicine BPM Analyse Design Develop Enhance Deploy CRM Sales force automation Referrals Camp module Dell end-to-end solution
- 12.