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Statistical Process Control in Healthcare Thursday, July 10, 2008 Christy Dean-Benson, BSCIS, MCSE, HCM Manager, Clinical Informatics and Analysis Moses Cone Health System (MCHS) [email_address] 336-832-8724
Agenda We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   Statistical Process Control (SPC) in Healthcare  Data Analysis and Interpretation
Statistical Process Control (SPC) ,[object Object],[object Object],[object Object],We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   ,[object Object],[object Object],[object Object]
Elements of a Control Chart ,[object Object],[object Object],[object Object],[object Object],We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.
Why use a Control Chart (SPC) ,[object Object],[object Object],[object Object],[object Object],We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.
What is a SPC We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   Whether you are looking at patient falls, wait times, medication timing, or you must first examine and fully understand the process first.  Select few indicators and develop a collection plan Ask Questions How much data do you really need?
What is a SPC? We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   Turn data into information that can be easily understood Why Variation is important Two types of variation  Common cause variation  which is intrinsic to the process and will always be present.  Special cause variation  which stems from external sources and indicates that the  process is out of statistical control.
Are we in Control? We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   In Control Out  of Control
Variations We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   Common  cause variation  which is intrinsic to the process and will always be present.  Characteristics:  ,[object Object],[object Object],[object Object]
Common  Cause Variation ,[object Object],[object Object],[object Object],[object Object],We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.
Variations We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   ,[object Object],Characteristics:  Not normal to process  Exceptions to the system  Considered abnormalities
Special Cause Variation ,[object Object],[object Object],[object Object],We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.
Statistical Process Control (SPC) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   Source: ASQ
Statistical Process Control (SPC) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   Statistical Thinking Tools  Bob Luttman, Robert Luttman & Associates ASQ
Patterns and Analysis of Control Charts ,[object Object],We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care.   Series of 7 data points on one side of the center line Interpreting Control Chart Patterns  Analysis can help the following: Determine current level of existing processes Verify stability of existing processes Determine if improvement is needed Issues using SPC for PI

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Vha Spc Webinar

  • 1. Statistical Process Control in Healthcare Thursday, July 10, 2008 Christy Dean-Benson, BSCIS, MCSE, HCM Manager, Clinical Informatics and Analysis Moses Cone Health System (MCHS) [email_address] 336-832-8724
  • 2. Agenda We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care. Statistical Process Control (SPC) in Healthcare Data Analysis and Interpretation
  • 3.
  • 4.
  • 5.
  • 6. What is a SPC We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care. Whether you are looking at patient falls, wait times, medication timing, or you must first examine and fully understand the process first. Select few indicators and develop a collection plan Ask Questions How much data do you really need?
  • 7. What is a SPC? We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care. Turn data into information that can be easily understood Why Variation is important Two types of variation Common cause variation which is intrinsic to the process and will always be present. Special cause variation which stems from external sources and indicates that the process is out of statistical control.
  • 8. Are we in Control? We serve our communities by preventing illness, restoring health and providing comfort, through exceptional people delivering exceptional care. In Control Out of Control
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.