⭐ • Research Methods: Correlation, Measurement, Design & Hypothesises Flashcards
What is correlation?
A method to assess to which degree 2 variables are related or have a relationship
Correlation does not = C______________
Correlation does not = Causation
What type of data do you need to be able to formulate a correlation?
Quantitative
In correlation, you are looking for a ____________ between ____ variables
In correlation, you are looking for a relationship between two variables
List two common processes that allow for correlational analysis
- Self-report: Questionnaires or Interviews
(Questionnaires are better as in interviews, social desriability = skew)
Correlational analysis can only be done on ____________________ data as it is a ________________ process
Correlational analysis can only be done on quantitative data as it is a statistical process
How is correlation shown graphically?
On a scattergram/ scatter diagram
What are the three categories that a correlation can be categorised into?
- Positive correlation
- Negative correlation
- Zero correlation
List 3 positives to correlation
- Determines if a relationship is significant
- Useful method to conduct** preliminary analysis**
- If it determines a strong correlation, a casual relationship can be ruled out and further research can condifenty be carried out
List 4 negatives to correlation
- It cannot show a cause or effect relationship
- Variables correlated may cause change in another e.g. watching violent video could increase aggressivenes OR more violent people are choosing to watch violent videos - we cant tell
- Methods used to measure/ collect variables may lack reliability or validity
- Interveining variables or factors can impact correlative relationships, lowering the validity of the claim on a connection
What is preliminary analysis?
The initial examination of data to gain a basic understanding before going into detial
Within correlation, what are the two variables of a relationship that are measured?
- Strength
- Direction
What is the format/ symbol for displaying a correlation co-efficient?
- r = correlation co-efficient
- Format = (r=____)
What is the correlation co-efficient?
A number between -1 and 1 that tells you the strength and direction of a relationship between variable
Explain Positive Correlation
- THERE IS A RELATIONSHIP
- As one variable increases, so does the other variable
- ( A perfect) Correlation co-efficient = +1
Explain Negative Correlation
- THERE IS A RELATIONSHIP
- As one variable increases the other variable decreases
- ( A perfect) Correlation co-efficient = -1
Explain Zero Correlation
THERE IS NO CLEAR RELATIONSHIP
* Absolutely no indication of a pattern between variables
* Correlation co-efficient = 0
What is a perfect correlation (+ give an example)
- 100% of the time, the variables in question move together by the exact same strength and directio
- e.g. a perfect negative correlation has a co-efficient of -1, meaning that one variable increases at exactly the same rate as the other decreases
Which of the following shows a negative correlation?
Which of the following shows a positive correlation?
Which of the following shows a zero correlation?
What word should you never use when describing the results of a correlation?
Prove
* Never use this word when describing correlation, correlations do not allow researchers to establish a cause and effect, therefore there is never any ‘proof’
What is the design?
The specific approach used to scientifically collect, analyze and then interpret dat
What are the 3 types of design an experiment can have?
- Independent Groups
- Matched Pairs
- Repeated Measures