Preface |
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xi | |
Acknowledgments |
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xv | |
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1 Introduction to Healthcare Data and the Role of Excel |
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1 | (10) |
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1 | (2) |
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3 | (3) |
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6 | (1) |
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1.4 Competency Development |
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7 | (2) |
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9 | (1) |
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10 | (1) |
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2 Working in Excel* and Importing Healthcare Data |
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11 | (28) |
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2.1 Sources of Healthcare Data |
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14 | (2) |
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2.2 Data Used for Decision-Making |
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16 | (2) |
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2.3 Excel in Actionable Insights |
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18 | (1) |
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2.4 Importing Data Into Excel |
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19 | (2) |
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2.5 Editing Cells and Content |
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21 | (2) |
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23 | (8) |
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2.7 Managing Add-Ins in Excel |
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31 | (2) |
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2.8 Competency Development |
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33 | (1) |
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34 | (1) |
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2.10 Discussion Questions |
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34 | (1) |
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35 | (4) |
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3 Identifying, Categorizing, and Presenting Healthcare Data Using Excel* |
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39 | (30) |
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39 | (3) |
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3.2 Identifying Your Data |
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42 | (6) |
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48 | (4) |
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52 | (3) |
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3.5 Using Chart Types in Excel |
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55 | (9) |
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3.6 Considerations in Using Different Chart Types |
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64 | (1) |
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3.7 Competency Development |
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65 | (1) |
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66 | (1) |
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66 | (1) |
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67 | (2) |
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4 Setting Bounds for Healthcare Data and Hypothesis Testing Using Excel* |
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69 | (24) |
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69 | (3) |
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4.2 Setting Bounds on Data |
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72 | (1) |
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4.3 Sample and Population |
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72 | (3) |
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4.4 Measure and Variation |
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75 | (1) |
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76 | (2) |
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78 | (1) |
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79 | (3) |
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4.8 Comparing Two Samples Using the Z-Test |
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82 | (5) |
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4.9 Competency Development |
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87 | (1) |
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88 | (1) |
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4.11 Discussion Questions |
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89 | (1) |
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89 | (4) |
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5 Testing and Comparing Means of Healthcare Datasets Using Excel* |
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93 | (18) |
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93 | (2) |
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5.2 Assumptions for the f-Test |
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95 | (1) |
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95 | (4) |
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5.4 t-Test Two-Sample Mean Assuming Equal Variance |
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99 | (1) |
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5.5 t-Test Two-Sample Mean Assuming Unequal Variance |
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100 | (3) |
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5.6 t-Test Paired Two-Sample Mean |
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103 | (2) |
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5.7 Competency Development |
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105 | (1) |
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106 | (1) |
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106 | (1) |
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106 | (5) |
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6 Checking Patterns in Healthcare Data Using Scatterplots, Correlations, and Regressions in Excel* |
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111 | (24) |
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6.1 Exploring Relationships and Patterns |
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114 | (1) |
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6.2 Scatterplot and Correlation |
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115 | (4) |
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119 | (1) |
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6.4 Single Linear Regression |
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119 | (4) |
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123 | (4) |
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6.6 Revisiting Missing Values |
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127 | (2) |
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6.7 Competency Development |
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129 | (1) |
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130 | (1) |
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130 | (1) |
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131 | (4) |
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7 Visualization and Spatial Analysis of Healthcare Data Using 3D Maps in Excel* |
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135 | (20) |
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7.1 Why and When to Map Data |
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135 | (3) |
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7.2 Converting Data to Tables |
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138 | (2) |
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140 | (1) |
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7.4 Steps in Visualizing 3D Maps |
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141 | (3) |
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144 | (1) |
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7.6 Including Time Element |
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145 | (3) |
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148 | (1) |
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7.8 Competency Development |
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149 | (1) |
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150 | (1) |
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7.10 Discussion Questions |
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151 | (1) |
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151 | (4) |
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8 Using Analysis of Variance (ANOVA) in Healthcare Datasets to Compare Groups and Test Hypotheses in Excel* |
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155 | (12) |
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155 | (2) |
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157 | (1) |
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158 | (1) |
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8.4 Getting Data Ready in Excel |
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158 | (3) |
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8.5 Interpreting ANOVA Output |
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161 | (1) |
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8.6 Competency Development |
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162 | (1) |
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163 | (1) |
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163 | (1) |
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164 | (3) |
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9 Text Analysis of Healthcare Data Using MeaningCloud Add-In in Excel* |
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167 | (18) |
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9.1 Qualitative Data in Healthcare |
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169 | (1) |
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9.2 Qualitative Analysis and Excel |
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169 | (1) |
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170 | (1) |
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171 | (1) |
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172 | (4) |
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176 | (1) |
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176 | (4) |
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9.8 Competency Development |
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180 | (1) |
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181 | (1) |
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9.10 Discussion Questions |
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181 | (1) |
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181 | (4) |
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10 Sampling and Research Design Using Healthcare Data in Excel* |
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185 | (16) |
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10.1 Research Driven by Questions |
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185 | (3) |
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188 | (1) |
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10.3 Probability Sampling |
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189 | (5) |
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10.4 Nonprobability Sampling |
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194 | (1) |
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195 | (2) |
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10.6 Competency Development |
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197 | (1) |
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198 | (1) |
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10.8 Discussion Questions |
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198 | (1) |
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198 | (3) |
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11 Video Tutorials and Answers to Practice Problems Using Healthcare Datasets in Excel* |
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201 | (6) |
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12 List of Select Sources of Healthcare Data |
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207 | (12) |
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219 | (12) |
Index |
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231 | |