Midterm Exam Flashcards
CADR & CIDER
Databases from insurance claims for large scale, big data trend searches
Controls
Should be the exact same as the cases and would have been included had they had the disease. All other covariates are the same
Types of Matching in Case Control
Frequency Matching
Based on the population distribution in cases
1:k
Must be acknowledged in the statistical test
Epidemiological Studies
Cross-Sectional
Cohort
Case Control
Exposure
Behavioral, environmental, or clinical factor that could influence the incidence of a disease or mortality
Incidence
Measure of the risk of developing some new condition within a specified time period
Prevalence
Proportion of the population with a given disease
Case Report
Simplest
Physician notes an event and then documents the course of the patient to develop of hypothesis
Case Series
Medical study tracks patients prospectively or retrospectively to observe the effects
Observational Studies
No causality
Have a large N number
Looks at association
Open to bias
Cross Sectional
Non-experimental
Data on exposure and disease taken at the same time
Bias: publication, survival, recall, selection
Statistics for Cross Sectional
OR, RR and logistic regression
If b>0 then it means that there is positive connection
if b=0 then there is no connection
if b<0 then there is a negative connection
Retrospective cohort study
Medical records of similar individuals except for a key factor is collected and then analyzed to see if there is a difference in the groups. RR and OR can be used
Good for rare diseases
Case Control
Disease status is known before the study and then the exposure status is collected retroactively to determine if there is an increased chance of it being in that group.
Use OR
Odds Ratio
The OR represents the odds that an outcome will occur given a particular exposure, compared to the odds of the outcome occurring in the absence of that exposure
OR=(ad)/(bc)