Contributing Authors |
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xi | |
Introduction |
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xiii | |
Acknowledgments |
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xv | |
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Section I: Basic Ingredients |
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Getting Started: The Anatomy and Physiology of Clinical Research |
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3 | (14) |
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Anatomy of Research: What It's Made Of |
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3 | (5) |
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Physiology of Research: How It Works |
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8 | (5) |
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13 | (1) |
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14 | (1) |
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Appendix 1.1: Outline of a Study |
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15 | (1) |
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15 | (2) |
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Conceiving the Research Question |
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17 | (10) |
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Origins of a Research Question |
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18 | (1) |
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Characteristics of a Good Research Question |
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19 | (3) |
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Developing the Research Question and Study Plan |
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22 | (1) |
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23 | (2) |
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25 | (1) |
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25 | (2) |
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Choosing the Study Subjects: Specification, Sampling, and Recruitment |
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27 | (10) |
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28 | (1) |
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29 | (3) |
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32 | (1) |
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33 | (2) |
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35 | (1) |
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Appendix 3.1: Selecting a Random Sample from a Table of Random Numbers |
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36 | (1) |
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36 | (1) |
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Planning the Measurements: Precision and Accuracy |
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37 | (14) |
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38 | (1) |
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39 | (2) |
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41 | (4) |
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Other Features of Measurement Approaches |
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45 | (1) |
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Measurements on Stored Materials |
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46 | (1) |
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47 | (1) |
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47 | (1) |
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Appendix 4.1: Operations Manual: Operational Definition of a Measurement of Grip Strength |
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48 | (1) |
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49 | (2) |
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Getting Ready to Estimate Sample Size: Hypotheses and Underlying Principles |
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51 | (14) |
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51 | (3) |
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Underlying Statistical Principles |
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54 | (5) |
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59 | (3) |
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62 | (1) |
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63 | (2) |
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Estimating Sample Size and Power: Applications and Examples |
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65 | (32) |
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Sample Size Techniques for Analytic Studies and Experiments |
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65 | (6) |
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Other Considerations and Special Issues |
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71 | (2) |
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Sample Size Techniques for Descriptive Studies |
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73 | (2) |
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What to do When Sample Size is Fixed |
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75 | (1) |
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Strategies for Minimizing Sample Size and Maximizing Power |
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76 | (5) |
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How to Estimate Sample Size When there is Insufficient Information |
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81 | (1) |
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82 | (1) |
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83 | (1) |
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Appendix 6A: Sample Size Required per Group When Using the t Test to Compare Means of Continuous Variables |
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84 | (2) |
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Appendix 6B: Sample Size Required per Group When Using the Chi-Squared Statistic or Z Test to Compare Proportions of Dichotomous Variables |
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86 | (3) |
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Appendix 6C: Total Sample Size Required When Using the Correlation Coefficient (r) |
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89 | (1) |
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Appendix 6D: Sample Size for a Descriptive Study of a Continuous Variable |
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90 | (1) |
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Appendix 6E: Sample Size for a Descriptive Study of a Dichotomous Variable |
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91 | (1) |
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Appendix 6F: Use and Misuse of t Tests |
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92 | (1) |
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93 | (4) |
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Section II: Study Designs |
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97 | (12) |
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Prospective Cohort Studies |
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97 | (2) |
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Retrospective Cohort Studies |
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99 | (1) |
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Nested Case--Control and Case--Cohort Studies |
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100 | (3) |
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Multiple-Cohort Studies and External Controls |
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103 | (1) |
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Other Cohort Study Issues |
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104 | (2) |
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106 | (1) |
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106 | (3) |
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Designing Cross-Sectional and Case-Control Studies |
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109 | (18) |
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109 | (3) |
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112 | (9) |
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Choosing Among Observational Designs |
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121 | (1) |
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121 | (1) |
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Appendix 8A: Calculating Measures of Association |
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122 | (1) |
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Appendix 8B: Why the Odds Ratio Can Be Used as an Estimate for Relative Risk in a Case-Control Study |
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123 | (2) |
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125 | (2) |
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Enhancing Causal Inference in Observational Studies |
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127 | (20) |
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127 | (4) |
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Real Associations Other than Cause-Effect |
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131 | (1) |
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Coping With Confounders in the Design Phase |
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132 | (5) |
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Coping with Confounders in the Analysis Phase |
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137 | (4) |
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Underestimation of Causal Effects |
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141 | (1) |
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141 | (2) |
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143 | (1) |
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Appendix 9A: Hypothetical Example of Confounding and Interaction |
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144 | (1) |
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Appendix 9B: A Simplified Example of Adjustment |
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145 | (1) |
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146 | (1) |
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Designing a Randomized Blinded Trial |
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147 | (16) |
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Selecting the Intervention and Control Conditions |
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147 | (3) |
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Choosing Outcome Measurements |
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150 | (2) |
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Selecting the Participants |
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152 | (2) |
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Measuring Baseline Variables |
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154 | (1) |
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155 | (4) |
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159 | (1) |
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160 | (3) |
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Alternative Trial Designs and Implementation Issues |
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163 | (20) |
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Alternative Clinical Trial Designs |
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163 | (7) |
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Conducting a Clinical Trial |
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170 | (9) |
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179 | (1) |
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Appendix 11.1: Interim Monitoring of Trial Outcomes |
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180 | (1) |
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181 | (2) |
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Designing Studies of Medical Tests |
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183 | (24) |
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Determining Whether a Test is Useful |
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183 | (3) |
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Studies of Test Reproducibility |
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186 | (2) |
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Studies of the Accuracy of Tests |
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188 | (4) |
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Studies of the Effect of Test Results on Clinical Decisions |
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192 | (1) |
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Studies of Feasibility, Costs, and Risks of Tests |
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193 | (1) |
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Studies of the Effect of Testing on Outcomes |
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194 | (2) |
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Pitfalls in the Design or Analysis of Diagnostic Test Studies |
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196 | (3) |
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199 | (1) |
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Appendix 12A: Calculation of Kappa to Measure Interobserver Agreement |
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200 | (2) |
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Appendix 12B: Numerical Example of Verification Bias: 1 |
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202 | (1) |
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Appendix 12C: Numerical Example of Verification Bias: 2 |
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203 | (1) |
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204 | (3) |
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Utilizing Existing Databases |
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207 | (18) |
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Advantages and Disadvantages |
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207 | (1) |
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208 | (3) |
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211 | (2) |
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213 | (5) |
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218 | (1) |
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Appendix 13.1: Statistical Methods for Meta-Analysis |
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219 | (1) |
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220 | (5) |
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Section III: Implementation |
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Addressing Ethical Issues |
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225 | (16) |
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225 | (1) |
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Federal Regulations for Research on Human Subjects |
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226 | (5) |
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Research Participants who Require Additional Protections |
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231 | (1) |
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Responsibilities of Investigators |
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232 | (3) |
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Ethical Issues Specific to Certain Types of Research |
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235 | (1) |
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236 | (1) |
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237 | (1) |
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237 | (4) |
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Designing Questionnaires and Interviews |
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241 | (16) |
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Designing Good Instruments |
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241 | (9) |
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Steps in Assembling the Instruments for the Study |
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250 | (2) |
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Administering the Instruments |
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252 | (1) |
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253 | (1) |
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Appendix 15.1: An Example of a Questionnaire about Smoking |
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254 | (1) |
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255 | (2) |
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257 | (14) |
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257 | (4) |
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261 | (5) |
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Extracting Data (Queries) |
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266 | (1) |
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Identifying and Correcting Errors in the Data |
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267 | (1) |
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268 | (1) |
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Confidentiality and Security |
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268 | (1) |
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269 | (1) |
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269 | (2) |
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Implementing the Study and Quality Control |
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271 | (20) |
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272 | (4) |
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276 | (3) |
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Quality Control During the Study |
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279 | (7) |
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286 | (1) |
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Appendix 17.1: Example of an Operations Manual Table of Contents |
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286 | (1) |
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Appendix 17.2: Quality Control Tables and Checklists |
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287 | (2) |
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289 | (2) |
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Community and International Studies |
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291 | (10) |
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Why Community and International Research? |
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291 | (2) |
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293 | (1) |
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294 | (5) |
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299 | (1) |
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299 | (2) |
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Writing and Funding a Research Proposal |
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301 | (16) |
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301 | (2) |
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303 | (6) |
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Characteristics of Good Proposals |
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309 | (1) |
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Finding Support for Research |
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310 | (5) |
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315 | (1) |
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316 | (1) |
Exercises |
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317 | (14) |
Answers to Exercises |
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331 | (22) |
Subject Index |
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353 | |