EBM Exam 1 Flashcards
(108 cards)
Descriptive statistics vs Inferential statistics
Descriptive: describe and summarize data
Inferential: make inferences to larger pop beyond the data collected
Simple random sample
each person has equal prob of being selected (prob sample)
Stratified random sample
Divide into M and F and select 10% of each gender – ensure that both men and women are represented equally (prob sample)
Cluster sample
select 10 clinics in NE OH then select 50 pt from each clinic (prob sample)
Systematic sample
select every pt that walks through the door at the clinic
prob sample
Convenience sample
advertise over internet, newspapers
approach people in waiting room
Nominal
Ordinal
Interval
Ratio
Nominal: cannot be ordered (gender, race)
Ordinal: can be ordered (likert scale)
Interval: meaningful intervals (temp)
Ratio: absolute zero, ratios are possible (age)
Discrete vs. continuous
Discrete: counts, no fractions (ex. number of pts)
Continuous: infinite number of values (age)
Match test w/ scale of data for dependent variable
Differences in proportion
Chi square (nominal)
Match test w/ scale of data for dependent variable
One or 2 means
t-test (interval or ratio)
Match test w/ scale of data for dependent variable
More than 2 means
Wilcoxon rank sum test (ordinal)
ANOVA w/ F-tests (interval or ratio)
Match test w/ scale of data for dependent variable
Differences in variances
F-test (interval or ratio)
Match test w/ scale of data for dependent variable
Association b/w 2 variables
Spearman rho (ordinal) Pearson r (interval or ratio)
Match test w/ scale of data for dependent variable
Predicting the value of a variable
Logistic regression (nominal) OLS regression (interval or ratio)
Match test w/ scale of data for dependent variable
Predicting the value of a censored variable
Cox proportional hazards analysis (nominal)
Mode
value that occurs most often
nominal and ordinal
Median
value in middle of distribution, 50th percentile
ordinal or interval/ratio
Mean
average
(population and sample means)
(interval/ratio)
Normal distribution
mean, median, and mode have same value – at top of bell curve
Range
difference b/w lowest and highest scores
Variance
mean of the squares of all the deviation scores in the distribution (the mean square)
What percentage of the area under the curve falls w/in 1, 2, and 3 SD from the mean?
1 SD from mean: 68%
2 SD: 95%
3 SD: 99.7%
Prevalence vs incidence
prevalence: number of people w/ disease at given time (chronic)
incidence: number of NEW cases of a disease w/in a certain time period (acute)
Prevalence is affected by…
incidence (high incidence inc prevalence)
recovery (high recovery rate dec prevalence)
mortality (high mortality dec prevalence)