explain what correlations are - where are the plotted?
A
correlations illustrates the strength and direction of an association between two or more co-variables (things that are being measured).
correlations are plotted on a scattergram - one co-variable is plotted on the x-axis and the other on the y-axis
each point or dot on the graph is the x and y position of each co-variable.
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Q
what are the different types of correlations? - explain what they are
A
positive correlation e.g. it means the more the more caffeine people drink, the higher their level of anxiety. As one co-variable increases, so does the other
negative correlation: as one variable rises, the other falls
Zero correlation: there is no relationship between each variable e.g. number of caffeine drinks someone has and the number of dogs they see in the street
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Q
what is the difference between correlations and experiments
A
in an experiment, the researcher controls or manipulates the independent variable (IV) in order to measure the effect on the dependant variable (DV). A a result of this deliberate change in one variable it is possible to infer that the IV caused any observed changes in the DV
In contrast, in correlations, there is no such manipulation of one variable and therefore it is not possible to establish cause and effect between one co-variable and another. Even if we found a strong positive correlation between caffeine and anxiety level we cannot assume that caffeine was the cause of the anxiety.