Methods Flashcards
applied research
has clear, practical applications and purposes
basic research
explores questions of interest but does not have one clear purpose
operational definitions
describe exactly what the variables are and explains how exactly we will measure it
validity
when it measures what it is set out to measure
reliability
when the test can be replicated and is consistent
random selection
every member of population has an equal chance of being selected
stratified sampling
process that allows a researcher to ensure that the sample represents population on some criteria; for example, ensuring that you have a certain amount of people from each race.
confounding variable
any difference between the experimental and control conditions, except for the independent variable, that might affect dependent variable
random assignment
every participant has an equal chance of being placed in a group
group matching
ensuring that the experimental and control groups were equivalent in some criterion
experimenter bias
unconscious tendency for experimenter to treat members of experimental and control groups differently
double-blind procedure
when neither the participants nor researcher are able to affect outcome of research
social response
tendency for participants to give answers that reflect well upon them
Hawthorne effect
the usage of a control group is absolutely essential for comparing results from experimental group
positive correlation
presence of one thing predicts presence of other
negative correlation
presence of one thing predicts absence of other
ex post facto study
seeking control of all aspects of research process except the inevitable
case study method
used to get a full, detailed picture of one participant or a small group of participants
What are the measures of central tendency?
It attempts to mark the center of distribution. This includes mean, median and mode.
positively skewed
contains more low scores than high scores; the skew is produced by some unusually high scores. Mean is higher than median because outliers have more of a dramatic effect on mean.
negatively skewed
skew is caused by particular low score; and contains more high scores
What are the measures of variability?
attempts to depict diversity of distribution. This includes range, variance and standard deviation.
What is variance/standard deviation?
they relate the average distance of any score in distribution from the mean; the standard deviation is just the square root of this function
z scores
measure distance of score from a mean in units of standard deviation. Scores below the mean have negative z scores, scores above have positive z scores.
correlation coefficient
range from -1 to +1; where 1 is a perfect, negative correlation and +1 is a perfect, positive correlation
inferential statistics
determine whether or not findings can be applied to a larger population from which the sample was selected
sampling error
the extent to which the sample differs from the population
p value
the smaller the p value, the more significant the results are. .05 is the cutoff for statistically significant results
Where do any type of academic research/experiment go first before it is allowed?
the institutional review board (IRB) where they review proposals for ethic violations or errors