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reliability
consistency of a psychological scale
predictive validity
extent to which test scores can be used to make a specific prediction on some other variable
construct validity
extent to which conceptions and operational measures of variables encompass the intended theoretical constructs
open ended question
allows participants to give freeform answers where they can respond in their own words at any length
closed ended question
questions with more direct/limited response such as dichotomous (yes/no), which do you agree with, select all that apply, etc.
social desirability
participants changing their answers to “look good”
projective tests
responses to ambiguous stimuli reflect unconscious process
time lag study
comparative study where measures are repeated at long intervals on an equivalent sample each time
cross-sectional study
comparative study of several subgroups captured for measurement at a single time
longitudinal study
comparative study of one’s individual or group over a relatively long period of time; examines INTRAindividual changes with repeated measures and possible includes a control group
back translation
a system of translating a psychological scale from language A into language B and then back to language A again to ensure equivalence
ethnocentrism
bias of viewing and valuing another’s culture from one’s own perspective
collectivism
system of social norms and beliefs in which the individual’s needs and aspirations are subsidiary to those of the group, often the family. duty and responsibility to others rule over independence and self-seeking goals
individualism
system of social norms and beliefs where individual needs and goals dominate over responsibility to others. the self is paramount and independence from others is a primary value
cohort effect
confounding in cross-sectional study when two different age groups have had quite different experiences
frequency
how often an event occurs
distribution
shape and spread of data sets
frequency distribution
distributions showing how often certain values occur
normal distribution curve
continuous distribution, bell-shaped symmetrical about its mid-point
normal distribution curve characteristics
symmetrical about the mid-point of the horizontal axis
the point about which it is symmetrical is the point at which the mean, median and mode all fell
the tail ends of the perfect curve never quite meet the horizontal axis (no limit to either end)
it is know what area under the curve is contained between the central point (mean) and the point where one standard deviation falls
area under the curve
tells us the percentage of scores in the population above or below a particular score
standard deviation
a measure of how dispersed the data is from the mean
z-score
number of standard deviations a particular score is from a sample mean
correlation
a standardized measure of relationship of co-variance between two variables measurement of the extent to which pairs of related values of two variables tend to change together
correlation coefficient
number of signifying strength of correlation between two variables
strength of a coefficient
measure of closeness of the relationship, indicated by a number between 0 and 1 (positive or negative)
positive direction of a coefficient
correlation where, as values of one variable increase, related values of another variable also tend to increase (the more x, the more y)
negative direction of a coefficient
correlation where, as values of one variable increase, related values of another variable tend to decrease (the more x, the less y)
what to do when r=0
make a scatterplot
directionality problem
unclear which variable leads to which
common uses of correlation
non-experimental studies and twin studies
a longitudinal study
studies participants over a rather long time
a cross-sectional study
compares several groups at the same time
a time lag study
investigates equivalent samples taken at long intervals
the system of translating a psychological scale from one language to another and maintaining equivalence is known as
back translation
a system of social norms where individual needs are secondary to the group is known in cross-cultural psychology as
collectivist
another way to describe ___ is that it is a value where 50% of the scores in the distribution are at that value or lower
median
which of the following would be used to visually represent a normal distribution curve?
histogram
____ is a graph or table of a distribution showing the frequency of each score in the distribution
frequency distribution
a positive correlation means that the values on the variables change in ___ direction at the same time
the same
which of the following has the strongest correlation: a.) -.34 b.) .17 c.) -.87 d.) .62
-.87
___is a value between -1.0 and +1.0 that indicates the size and direction of a relationship between two variables
correlation coefficient
the larger the correlation coefficient, the ___ the relationship
stronger
what percentage of the population falls within ± 1 SD under the normal distribution curve?
68%
suppose a psychologist developed a test to measure intelligence, but this test was poorly developed and really only measured how well people perform on standardized tests. in other words, it does not actually measure intelligence. this test would lack
construct validity
over reporting of positive behaviors and underreporting of negative behaviors in survey responses is ___ bias
social desirability
research has found that SAT scores best predict college grade point average. therefore, we would conclude that the SAT has high ___
predictive validity