Cream Pack 2 Flashcards
(125 cards)
What is correlational research?
Correlational research collects data to investigate the extent to which two variables are associated.
Define the term Co-variables:
Co-variables are the two variables in a correlational study which have been measured.
What is correlational analysis?
Correlational analysis is a data analysis technique that simply describes the relationship between two covariables in statistical terms. There are two main types of correlation relationship- positive and negative correlations.
What is a positive correlation?
A positive correlation is one where higher values on one variable are associated with higher values on another variable OR Low values of one variable are associated with low values on the other variable.
What is a negative correlation?
A negative correlation is one where high values on one variable associated with low values on the other variable.
What is a scatter diagram?
A scatter diagram is a visual representation of (a graph of) a correlation relationship.
When each point is plotted it provides a visual description of the relationship between the two variables.
What does the correlation coefficient tell us about the data?
This number tells us the strength of the correlation and the direction (whether it is positive or negative)
What are the number ranges of correlation coefficients?
A correlation coefficient can be any number between -1 and +1.
Correlations can be expressed in a numerical way using statistical tests to analyse data.
The results of these calculations as a number called….
A Correlation coefficient
How would you describe a correlation coefficient between 0.0 to 0.3?
Weak
How would you describe a correlation coefficient between 0.3 to 0.7?
Moderate
How would you describe a correlation coefficient above 0.7?
Strong
How would you describe a correlation coefficient of 0.0?
No correlation
Give three strengths of correlational studies
- correlational studies allows the identification of relationships between variables when it’s difficult for practical reasons or unethical to manipulate the variables.
- if there is a relationship between two variables it can be a starting point for stimulating future research.
- correlational studies is scientific in that it tends to be objective and easily replicable using quantitive data collection methods also making it more reliable. A correlation coefficient is an objective way to describe the strength of a relationship between two variables.
Give three weaknesses of correlational studies
• In correlational studies there is little control over the variables so cause-and-effect links cannot be established. This limits how scientific correlational studies can be as establishing cause-and-effect is an important standard of science.
• The two co-variables may not be measured in a valid manner. (One variable eg.
depression may be hard to quantify)
•Correlations can be misused.
They simply tell us that a relationship exists between two variables and so it is very difficult to make accurate conclusions about the causes. Media and governments can make huge claims from correlational studies when in reality the relationship could mean something completely different.
What is internal validity in correlations?
The extent to which 2 co-variables have actually measured and give a true reflection of the behaviour being researched.
Memory capacity decreases with age.
Is this a positive a negative correlation?
Negative
The more extrovert someone is the more noise they make at parties.
Is this a positive a negative correlation?
Positive
The more anxious someone is the less they eat.
Is this a positive a negative correlation?
Negative
The use of Google to search the web decreases of age.
Is this a positive a negative correlation?
Negative
State a correlation coefficient that would indicate a perfect correlation.
-1.0 or +1.0
What is observational research?
the observation and recording of a person’s freely chosen behaviour.
What are the two ways observational research can be used?
- research methods where there is no hypothesis; instead a research question.
- data collection techniques in experiments
What are the two main types of observational research?
- Naturalistic
* Structured