Statistical Process Improvement
Georgetown University
 

Tukey Chart: Analysis of One Observation per Time Period


 

Assigned Reading

  1. Introduction (use instructor's last name as password) Read►

Presentations

Assignments

Question 1: In health administration programs, data on waiting time are examined in courses on quality and operations research.  Using the attached data, determine if the waiting time in our urgent care center has changed? Data► Answer►

Question 2: In Hospital Administration Programs, time to adverse events is typically taught in courses on quality.  It also may be referred to in courses on strategy, if the hospital is focused on competing based on quality.

Hospital Compare reports the measure OP_21. The Score field provides time (in minutes) from emergency department arrival to initial oral, intranasal or parenteral pain medication administration for the patients with a diagnosis of a long bone fracture.  The field Sample provides the number of patients used to calculate the time to pain medication. In this assignment, we ask you to track the performance of "Inova Fairfax Medical Center" over two years. Focus on the Score variable.  Download Hospital Compare data; these years include data from 2013 to 2015.  Merge the file " HQI_HOSP_TimelyEffectiveCare" across all the databases that you have downloaded.  Select measure ID: "OP_21" .  Construct a control chart showing time between pain medications. The data are reported for a range of time; assume that the data are reported for the mid-point of the range. Download data using the following 9 files:  Rationale 2016-11-10.zip► 2016-08-10.zip► 2016-05-04.zip► 2015-12-10.zip► 2015-10-08.zip► 2015-07-16.zip► 2015-05-06.zip► 2015-04-16.zip► 2015-01-22.zip►

Construct both a Tukey and a time-between control chart for the data.   For the time-between control chart assume that data points above 52 minutes exceed and observations below 52 minutes are less than the national average. Answer►

Question 3: Analyze the following data using Tukey, XmR and Time-In-Between (more than 30 minutes of exercise considered a successful day) charts. Produce 3 charts and discuss if the findings from the 3 charts are similar.  To decide if the exercise time has changed, rely on the control chart with the smallest difference between upper and control limit. Data► Answer►

More

  • Introduction to Tukey chart More►
  • An empirical evaluation of Tukey chart  Point►  Counter Point►
  • Economic evaluation of Tukey chart  More►
  • Performance of Tukey chart More►
  • Wheeler argues against Tukey charts More►
  • The collected work of John Tukey More►
  • Tukey's writing in health care PubMed►
  • Comparison to Individual Moving Range Control chart Read► 
  • Decide on Which chart is right? More►
  • Construct a Moving Average chart More►
  • Annotated bibliography of use of Shewhart Control Chart (XmR charts)  PubMed►
  • Use of moving average chart in analysis of stock market. More►
  • Patient diaries for diet and exercise. More► PubMed► 
  • Variability in health care outcomes PubMed►
 
Copyright 1996 Farrokh Alemi, Ph.D. Most recent revision 05/07/2017.  This page is part of the course on Statistical Process Improvement.