correlations Flashcards
what does a correlation illustrate
the strength and direction of an association between two or more co-variables
correlations definition
a mathematical technique in which a researcher investigates an association between two variables called co-variables
how is a correlation plotted
on a scattergram where one co-variable is on the x axis and the other is on the y
positive correlation
as one co-variable increases so does another
negative correlation
as one co-variable increases the other decreases
zero correlation
when there is no relationship between the co-variables
differnces in experiments and correlations - variables
-in an experiment the researcher manipulates the IV in order to measure effect on the DV
-in a correlation, there is no manipulation of variables
differences in experiments and correlations- cause and effect
- in an experiment, it is possible to infer a cause and effect relationship between the manipulation of the IV causing the DV to change
-in a correlation, there is no manipulation of variables and therefore it is not possible to establish cause and effect between one co-variable and another
correlations- strengths (research)
-useful preliminary tool for research as assessing the strength and direction of a relationship, provides a precise and quantifiable measure of how two variables are related
-this may suggest ideas for possible future research if variables are strongly related, often used as a starting point before researcher commit to a study
correlations- strengths (economical)
-quick and economical to carry out. there is no need for a controlled environment and no manipulation of variables is required
-secondary data can be used which means they are less time consuming
correlations - limitations (cause + effect)
-due to lack of experimental manipulation and control within a correlation, studies can only tell us how variables are related and not why. they cannot demonstrate cause and effect between variables as we don’t know which co-variable is causing the other to change
correlations - limitations (3rd variables)
-intervening variables are an untested variable that could be causing a correlation between two co-variables
correlations - limitations (misused)
-correlations can occasionally be misused or misinterpreted. relationships can sometimes be presented as casual when they aren’t especially from the media. this is especially to do with intervening variables causing a correlation