1 / 19

Healthcare Analytics

Healthcare Analytics. Driving Health Insights. Analytics | Software | Services. www.kreara.com. HEALTHCARE ASSOCIATED INFECTION | ANALYTICS.

yasir-hill
Download Presentation

Healthcare Analytics

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Healthcare Analytics Driving Health Insights Analytics | Software | Services www.kreara.com

  2. HEALTHCARE ASSOCIATED INFECTION | ANALYTICS HAIs are infections that patients acquire while receiving surgery and/or treatment for medical conditions in a healthcare setting such as hospitals (in- or out-patient) or nursing homes etc. Definition Implications • Extended hospital stays Readmissions. • Major cause of morbidity and Mortality. • Increased medical costs-Provider, Patient and Government. www.kreara.com

  3. HEALTHCARE ASSOCIATED INFECTION | ANALYTICS A Major Fortune 500 US Based Multinational PBM with operations in more than 15 countries. Client Data Source • Client IW –Provider and Patient Data. • Secondary US Government Data. Software • SAS | R • Database – Teradata. www.kreara.com

  4. HEALTHCARE ASSOCIATED INFECTION | ANALYTICS Objective • Descriptive Statistical Techniques for determining the prevalence of HAI’s. • Estimate Financial Impact (Medical Spending) to providers caused due to HAI. • Cluster Analysis of HAI Prevalence. • Customer/Patient Impact. • Build Hospital Readmission Predictive Models for HAI’s. • Visual Analytics Application development. www.kreara.com

  5. TOP HEALTHCARE  ASSOCIATED CONDITION Scores by Providers www.kreara.com *Scores calculated per Healthcare  Infection Control Practices Advisory Committee (HICPAC) guidelinesNational Healthcare Safety Network (NHSN)

  6. TOP HEALTHCARE  ASSOCIATED CONDITION Scores by States www.kreara.com *Complaint to  HAI Action Plan Guideline

  7. HOSPITAL READMISSION PREDICTIVE MODEL • Likelihood of readmission hospitalizations had an adverse event (HAC). TECHNIQUE • Multivariate Logistic Regression ESTIMATE SELECTED HAC • Catheter-associated urinary tract infections (CAUTIs). • Deep vein thrombosis or pulmonary embolism (DVT/PE). • Central line-associated bloodstream infections (CLABSI). • Falls and trauma. www.kreara.com

  8. MULTIVARIATE REGRESSION ESTIMATES www.kreara.com

  9. Readmission Rates (Actual/Predicted) Across Providers FY11-12-CAUTI Cases www.kreara.com

  10. Readmission Rates (Actual/Predicted) Across Providers FY11-12-CLABSI Cases www.kreara.com

  11. HAI: Healthcare Associated Infections/Hospital Acquired conditions (HAC) Spending per Hospital - FY11-12 for HAI  www.kreara.com

  12. CLUSTER ANALYSIS - CAUTI Cases- State Wise www.kreara.com

  13. CLUSTER ANALYSIS | PATIENT SATISFACTION HAI Reported Providers-Patient Satisfaction Ranking www.kreara.com

  14. WATTS AND STROGATZ MODEL CLUSTERING | EMR LOGIN Watts and Strogatz model Clustering Of Hospital Health-Care Worker Contact Networks for proxy detection for spreading of HAI’s www.kreara.com

  15. DATA SECURITY | HIPAA COMPLIANT PHYSICAL SAFEGUARDS • Dual -factor authentication • Prolific use of video surveillance • Visitor logging • Procedure Documentation ORGANIZATIONAL REQUIREMENTS TECHNICAL SAFEGUARDS • Unique User Identification • Emergency Access Procedure • Automatic Logoff of Computers • Transmission Security. • Business Associate Contracts (or Agreements, BAA) www.kreara.com

  16. HIPAA COMPLIANT ARCHITECTURE • High Availability, Redundant Firewalls (IDS/IPS), Routers, ISPs. • Two-Factor Authentication. • Vulnerability Scanning. • SSL Certificate (Web Apps) . • Antivirus, OS Patch Management. • Data Encryption. • Backup and Disaster Recovery. www.kreara.com

  17. DATA SECURITY ARCHITECTURE Site-To-Site VPN • Managed Service • Encrypted and Authenticated • Dedicated Leased Line • VLAN for Epworth users www.kreara.com

  18. DATA SECURITY ARCHITECTURE CITRIX ARCHITECTURE Citrix WanScaler Citrix NetScaler • Centralize information resources, and manage and secure them in the datacenter. • Control access through pre-configured granular based policies. • Achieve compliance through built-in monitoring, tracking and auditing of information access. www.kreara.com

  19. GOING FORWARD NEXT ? • Interactive Visual Analytics Platform Build with Apache server – R/JAVA/PHP GUI STATUS • Ongoing www.kreara.com

More Related