Analyzing and Interpreting Large Datasets - Centers for Disease Control ...
PARTICIPANT WORKBOOK
variables
Measures of association
testing
analysis stratify
Descriptive analysis
univariable
bivariable design
justify
table
shells
assess
calculate
confounding
statistical
software
confidence intervals
plan
Analyzing and Interpreting Large
Datasets
Created: 2013
Analyzing and Interpreting Large Datasets. Atlanta, GA: Centers for Disease Control and Prevention (CDC), 2013.
ANALYZING AND INTERPRETING LARGE DATASETS
Table Of Contents
INTRODUCTION ................................................................................................................ 4 LEARNING OBJECTIVES......................................................................................................4 ESTIMATED COMPLETION TIME...........................................................................................4 TARGET AUDIENCE............................................................................................................4 PRE-WORK AND PREREQUISITES ........................................................................................4 ABOUT THIS WORKBOOK AND THE ACTIVITY WORKBOOK ......................................................4 ICON GLOSSARY ...............................................................................................................5 ACKNOWLEDGEMENTS ....................................................................................................... 5
SECTION 1: OVERVIEW...................................................................................................7 INTRODUCTION TO DATA ANALYSIS .....................................................................................7 STEPS IN ANALYZING NCD DATA .......................................................................................7 KEY CONCEPTS ................................................................................................................ 8
SECTION 2: DESCRIPTIVE ANALYSIS ......................................................................... 15 OVERVIEW OF DESCRIPTIVE ANALYSIS..............................................................................15 UNIVARIABLE ANALYSIS ................................................................................................... 16 KEY POINTS TO REMEMBER ............................................................................................. 22 BIVARIABLE ANALYSIS ..................................................................................................... 26
SECTION 3: ANALYTIC EPIDEMIOLOGY ..................................................................... 36 OVERVIEW ...................................................................................................................... 36 CONCEPTS OF ASSOCIATION ............................................................................................ 36 KEY POINTS TO REMEMBER ............................................................................................. 40 STATISTICAL SIGNIFICANCE TESTING ................................................................................ 43 CONFIDENCE INTERVALS..................................................................................................45 KEY POINTS TO REMEMBER ............................................................................................. 46 STRATIFIED ANALYSIS ..................................................................................................... 47 EFFECT MEASURE MODIFICATION.....................................................................................48 CONFOUNDING................................................................................................................ 52 SUMMARY OF EMM AND CONFOUNDING ........................................................................... 57 KEY POINTS TO REMEMBER ............................................................................................. 58
SECTION 4: INTERPRETING AND REPORTING YOUR FINDINGS ............................. 63 RESOURCES .................................................................................................................. 71
APPENDICES ..................................................................................................................72
APPENDIX A ...................................................................................................................73
PARTICIPANT WORKBOOK |2
ANALYZING AND INTERPRETING LARGE DATASETS
APPENDIX B ...................................................................................................................75
PARTICIPANT WORKBOOK |3
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