Data Scales
Normal vs. Non-normal Distribution
Parametric vs. Non-parametric Data
Measures of Central Tendency: Mean, Median and Mode
Measures of Variability: Standard Deviation, Standard Error of the Mean, Interquartile Range, and Range
Confidence Intervals
Sensitivity and Specificity
Positive and Negative Predictive Value
Receiver Operating Characteristic Curves
Likelihood Ratio and Bayesian Theory
Relative Risk and Absolute Risk
Odds Ratio
Absolute Risk Reduction and Absolute Benefit Increase
Number Needed to Treat and Number Needed to Harm
The Null Hypothesis
Type I and Type II error
Statistical Power and Sample Size Estimates
Parametric Statistical Inference Tests: t-test and ANOVA
Non-parametric Statistical Inference Tests: Chi-Square test and Variants, Rank Tests of Non-parametric Data
"Statistically Significant" vs. "Biologically Meaningful"
Correlation
Regression
Inter-rater Reliability (Kappa)
Upper limit of the 95% Confidence Interval
Proper Organization of a Research Paper
The Relationship Between Definitions and Conclusions
Prospective vs. Retrospective Studies
Descriptive Studies: Case Reports, Case Series, Cross-Sectional Studies
Evaluative/Analytical Studies: Cohort Studies, Case Control Studies
Experimental Studies: Randomized Controlled Trials, Non-randomized Controlled Trials
Synthesis Studies: Reviews, Systematic Reviews, Meta-Analyses
Intention-to-Treat Analysis
Paired/Matched Study Design
The Randomized Controlled Trial – CONSORT
The Chart Review –Gilbert
Patient Flow Diagrams
Tables
Graphs
Figures
Informed Consent
Human and Animal Rights
The Role of the IRB
HIPAA
Forms of Scientific Misconduct
Conflicts of Interest
Investigator/Co-Investigator Responsibilities
Responsibilities of a Valid Author
Based on ABP's Content Outline for PEM: