graphs Flashcards
bar chart
- used to represent discrete data where the data is in categories (x-axis) and mean/frequency (y-axis)
histogram
- used to represent continuous data
- columns touch because each one forms a single score on a related scale
- scores (x-axis) - height of column shows frequency (y-axis) of values
difference between bar chart and histogram
bar chart - discrete data
histogram - continuous
what is a correlational study?
no variables are manipulated
two co-variables are measured and compared to look for a relationship
what are co-variables?
the 2 factors/ variables that are measured by the researcher and then compared to each other
advantages of correlational analysis
- can be used when it would be unethical/impractical to conduct an experiment
- if correlation is significant, then further investigation is justified
- if correlation is insignificant, you can rule out a causal relationship
disadvantages of correlational analysis
- correlational analysis cannot demonstrate a cause and effect relationship between variables
- there may be other unknown variables that can explain why the co-variables being studied are linked
- extraneous variables may lead to false conclusions
correlation coefficient
- no. between 0-1
- tells us how strong the correlation is
- near to 1 - stronger correlation
- positive or negative - positive or negative correlation
- cannot establish cause and effect using correlation
- you may find a strong link but it doesn’t mean it caused the event
positive correlation
both variables increase together
negative correlation
as one variable increases the other decreases
no correlation
no relationship between variables
scatter graphs
- used for measuring the relationship between two variables
- data from one variable is presented (x-axis) and the other (y-axis)
- x on graph where variables meet
- pattern of plotted points reveal types of correlation
- when two or more variables (co-variables) are measured in order to identigy if there is a relationship between them e.g. height and shoe size
- a single numerical value is produced that is used to describe the relationship
normal distribution
- a symmetrical spread of frequency data that forms a bell-shaped curve.
- the mean, median and mode are located at the highest peak
skewed distribution
a spread of frequency data that is not symmetrical where the data clusters to one end
negatively skewed
a type of distribution in which the long tail is on the negative side of the peak and most of the distribution is concentrated on the right