Improving Health Care Quality. Cecilia Fernanda Martinez

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2.1 Variable definitions for complaint data.Table 2.2 Variable definitions for patient feedback data.

      3 Chapter 3Table 3.1 Variable definitions.

      4 Chapter 4Table 4.1 Saving and sharing dashboards.

      5 Chapter 7Table 7.1 Data definitions for nursing survey responses.

      6 Chapter 8Table 8.1 Differences to detect for various sample sizes.Table 8.2 Summary of Tools and JMP Features.

      7 Chapter 10Table 10.1 Data definitions for Cedars‐Sinai ambulance diversion.

      8 Chapter 11Table 11.1 Variable definitions.Table 11.2 2018 data for surgeon 1.

      9 Chapter 12Table 12.1 Variable definitions.

      10 Chapter 14Table 14.1 Summary of

‐tests for process segments.

      List of Illustrations

      1 Chapter 1Figure 1.1 Process map for the preoperative total joint replacement.Figure 1.2 Framework‐type of problem matrix.Figure 1.3 Statistical analysis process in QI framework.Figure 1.4 Types of control charts.Figure 1.5 Case structure and DMAIC and PDCA frameworks.

      2 Chapter 2Figure 2.1 Importing complaint data with JMP Excel Import Wizard.(Navigate t...Figure 2.2 The complaint data in JMP.Figure 2.3 Pareto chart of complaint data.(Analyze > Distribution; Select Co...Figure 2.4 Summary statistics – Percent Would Recommend.(Analyze > Tabulate;...Figure 2.5 Run chart – Percent Would Recommend.(Graph > Graph Builder; Drag ...Figure 2.6 Run chart – all four measures.(From Graph Builder report produced...Figure 2.7 Distributions with dynamic linking.(Analyze > Distribution; Drag ...Figure 2.8 Summary statistics – all four measures.(From Tabulate report prod...Figure 2.9 Correlations and Scatterplot Matrix.(Analyze > Multivariate Metho...

      3 Chapter 3Figure 3.1 Run chart of time in hospital.(Click on Graph

Graph Builder; Dr...Figure 3.2 Distributions of time in hospital and readmitted.(Click on Analyz...Figure 3.3 Distributions of time in hospital and readmitted with readmit
30...Figure 3.4 Bar charts for gender and race.(Follow same steps as in Figure 3....Figure 3.5 Line plot of time in hospital by gender.(Follow same steps as in ...Figure 3.6 Line plot of time in hospital by race.(Follow same steps as in Fi...Figure 3.7 Line plot of time in hospital by race with selected categories hi...Figure 3.8 Tree map of primary diagnosis and time in hospital.(Open Graph Bu...

      4 Chapter 4Figure 4.1 Dashboard using combine windows.(Select Combine Windows from the ...Figure 4.2 Dashboard Builder Templates.(From the File menu select New

Dash...Figure 4.3 Dashboard template.(Click on the
Template.)Figure 4.4 Dashboard line plots of time in hospital.(Drag the Time in Hospit...Figure 4.5
dashboard line plots of time in hospital with Tabbed Report, Ti...Figure 4.6 Dashboard with local data filter. Panel (a) gives results for Fem...

      5 Chapter 5Figure 5.1 Data table column list.Figure 5.2 Columns viewer summary of hip replacement data.(Cols

Column Vie...Figure 5.3 Distribution of Facility Name.Figure 5.4 Setting value ordering for APR Risk of Mortality.(Right click in ...Figure 5.5 Recode dialog to create column for shortened Facility Name.(Cols Figure 5.6 Descriptive statistics for hospital geographic characteristics.(A...Figure 5.7 Descriptive statistics for patient admission.Figure 5.8 Distribution output for total cost.(Analyze
Distribution.)Figure 5.9 Search dialog to find Our Lady of Lourdes Hospital observation.(E...Figure 5.10 Total cost histograms by hospital.(Graph
Graph Builder. Drag T...Figure 5.11 Total cost box plots by hospital.(Graph
Graph Builder. Drag To...Figure 5.12 Descriptive statistics for cost by hospital.(Analyze
Tabulate....

      6 Chapter 6Figure 6.1 Summary Statistics for total cost of hip replacement for Wilson M...Figure 6.2 Test of hypotheses results for Wilson Medical Center Total Cost.(...

      7 Chapter 7Figure 7.1 Columns Viewer output for survey responses.(Cols

Columns Viewer...Figure 7.2 Missing Data Pattern table for survey responses.(Tables
Missing...Figure 7.3 Recoding the Primary Role column.(Cols
Recode. Select Primary R...Figure 7.4 Nursing survey respondent demographics.(Analyze
Tabulate. Drag ...Figure 7.5 Distribution output for sufficient information survey question.(A...Figure 7.6 Distribution output for Sufficient Information column.(Analyze
...Figure 7.7 One‐sample test of hypothesis for proportion results.(Analyze
D...Figure 7.8 Frequency for sufficient information by organization level.(Analy...Figure 7.9 Two sample test of hypothesis for difference of proportions resul...

      8 Chapter 8Figure 8.1 Hypothesis testing errors.Figure 8.2 JMP Sample Size and Power dialog.(DOE

Design Diagnostics
Samp...Figure 8.3 JMP Sample Size and Power calculations for two sample means.Figure 8.4 Power curve for Sample Size and Difference to detect for bee stin...Figure 8.5 Power curve for Sample Size and Power for bee sting study.(DOE
...

      9 Chapter 9Figure 9.1 Dialog to join two JMP data tables.(Tables

Join. Select CA_heal...Figure 9.2 Columns Viewer output for merged ambulance diversion file.(Cols
...Figure 9.3 Distribution output for Ambulance Diversion Reported.(Highlight A...Figure 9.4 Data Filter dialog to select general acute care hospitals.(Rows
Figure 9.5 Summary statistics for Total Diversion Hours and

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