Biostats Flashcards
Prospective studies
1) Name types of studies (5)
2) Things you can calculate (2)
3) Qualities
Info on incidence of disease based on presence or absence of risk factors
1) Types of studies = observational, longitudinal, cohort, incidence, or follow-up studies
2) Relative risk and incidence
3) Time consuming, expensive, good for common diseases
Retrospective studies
1) Name types of study
2) Things you can calculate
3) Qualities
Info about risk factors based on presence (cases) or absence (controls) of disease
1) Case-control
2) Odds ratio
3) Less time-consuming, inexpensive, and practical for rare diseases
Case series study
Describes clinical presentation of extremely rare disease; may suggest need for a retrospective or prospective study
Prevalence/Cross-sectional survey
Looks at prevalence of disease and its risk factors; suggests a possible cause of disease
- Used to develop a hypothesis for prospective study
Type I and II Error
Type I: false positive (claiming an effect or difference when none exists/rejecting null hypothesis when it is true)
- Alpha = prob of making type I error
Type II: false negative (claiming no difference when one exists/accepting null hypothesis when it is false
- Beta = probability of making type II error
Power
Probability of rejecting null hypothesis when it is false
- Best way to increase power = increase sample size
Power = 1-beta
Number needed to treat
Number of people that need to receive treatment to prevent 1 adverse event
NNT = 1/(ARR)