EBM Flashcards
preferred measure of central tendency for continous data with symmetric distributions
mean
sensitive to extreme values and biased based on the presence of outliers
mean
preferred measure of central tendency for skewed distributions or distributions with outliers
median
measures of variability
2
- standard deviation
- variance
- difference between highest and lowest measurements
- sensitive to extreme observations
range
best representation of variation when data points are clustered around and dispersed from the mean
standard deviation
measures of central tendency
3
mean
median
mode
- utilized when researchers are trying to develop theory which necessitates taking an inductive approach
- participants are purposively selected and have a variety of lived experiences
grounded theory
used when examining a single phenomenon
phenomenology
involves making inferences
deductive reasoning
gets into the details of how language is beings used
discourse analysis
embedding oneself in the setting and observing behavior
ethnography
used to compare the means between two groups
t-test
used to test for differences in proportions between 2 groups
chi-square test
compares means of a continous variable between two or more groups
ANOVA
most appropriate method for determining efficacy when analyzing RCTs
ITT
includes every subject who was randomized ignoring non-compliance, protocol deviations, withdrawal, etc.
ITT
approach that actually measures the beneficial effects of treatent in patients who complete treatment
per-protocol analysis
when a small degree of non-compliance is observed, the analytic sets for the ITT and per-protocol analysis
contain nearly the same subjects, resulting in minimal differences between the two
case-control study use […] ratio
odds
cohort or RCTs use […] ratio
hazard
confidence interval below 1 indicates
data are consistent with a statistically significant protective effect
observational study with forward directionality
cohort
useful to study diseases with a long latency period
case-control