EBM Flashcards
Types of Bias
- Systematic distortion of the estimated intervention away from the truth, due to inadequacies in the design, conduct, or analysis of a trial
- Selection bias: selection in a non-random way to either group, leading to some members of the population being less likely to be recruited (ex. only recruiting in a hospital)
- Measurement bias: different measurements in the intervention and control group
- Recall bias: patients know where they are allocated and it influences their report of symptoms (prevented by blinding)
- Response bias: when those who enroll do not represent the population as a whole (prevented by random sampling from a population)
- Analysis bias: maintain all participants within the initial group for analysis (prevented with intention to treat model)
- Publication bias: negative studies less likely to be published
- Hawthorne effect: process of studying influences the outcome
Study Designs
Prevalence vs. Incidence
Prevalence = proportion of a people with a condition at one point in time (5000 preterm births in last 6 months, out of 60,000, prevalence = 5000/60000)
Incidence = Risk of developing a new condition (120 newborns followed, 45 newborns developed jaundice in that time)
Relative Risk
Absolute Risk Reduction vs. Relative Risk Reduction
Relative Risk Reduction
Absolute Risk Reduction
NNT
Precision vs. Accuracy
Sensitivity vs. Specificity
SnNOUT = sensitivity high, negative rules out
SpPIN = specificity high, positive rules in
PPV and NPV
*Both affected by prevalence therefore changing populations (ED vs. clinic) can change the PPV/NPV
Odds Ratio
Likelihood Ratio
Null Hypothesis and P value
Errors