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qualitative data
descriptive data
quantitative data
numerical data
population
everyone the research could apply to
directionality problem
there is clear correlation between two variables but it is unclear which is causing changes
positive correlation
variables increase and decrease together
negative correlation
as one variable increases the other decreases
what do the clusters look like on a graph if the relationship is stronger
tighter clusters
the closer the number is to 1 or -1…
the stronger the correlation
confound
error in a study that is accidentally introduced
random assignment
assigns participants to either control or experimental group at random
skip
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naturalistic observation
observe people in their natural setting
case study
studies one person in great detail
meta-analysis
combines multiple studies to increase sample size
descriptive statistics
show the shape of the data
how are skews created
by outliers
negative skew
most data is on the right
positive skew
most data is on the right
range
distance between the smallest and biggest number
standard deviation
average amount the scores are spread from the mean
what are the standard deviation percentages
68, 95, and 99.7
inferential statistics
establishes significance
statistical significance
results are not due to chance alone
what are the ethical guidelines
confidentiality, informed consent, informed assent, debriefing, deception, and no harm
effect size
data has statistical significance (bigger is better)
social desirability
people lie to look good
wording effects
how you frame a question can impact the answers
random sample
everyone has a chance to take part in the experiment
representative sample
sample mimcs the general population
convenience sample
select participants on availability
sampling bias
sample isn’t representative due to convenience sampling
cultural norms
behaviors of a particular group can influence results
experimenter/participant bias
experimenter/participant expectations influence the outcome
cognitive bias
bias in thinking/judgement
hawthorne effect
people change behavior when watched