Statistics Flashcards
Nominal level data
Data in form of categories
Yes/no
Ordinal level data
Ordered/ranked in some way
Eg high to low
Does not have equal intervals
Based on subjective opinions
Interval data
Standardised/ universal/ official measurement
Based on objective/ factual measures
Analysing qualitative data
Content analysis
What is content analysis
Analysing qualitative data by changing large amounts of qualitative data into quantitative
By identifying meaningful codes that can be counted enabling us to present the data in a graph
Why is it appropriate to use content analysis
The data being analysed is qualitative
What is meant by coding
Coding is the initial process of content analysis where qualitative data is places into meaningful codes
How is content analysis carried out
1) read/ view video or transcript
2) identify/ create coding categories
3) re read diaries or repeatedly listen and tally each time each code appears
4) present the quantitive data in a graph
What is meant by measures of central tendency
The general term for any measure of the average value in a set of data eg the mean
Mode
Most common or popular number in a set of scores
Used with nominal data
Median
Central/ middle score in a list of ranked/ ordered scores
If there are two add together and divide by 2
Used with ordinal
Mean
All scores added up and divided by the total number
Used with interval
What is meant by measures of dispersion
This is based on the spread of scores
Range
Spread of data from smallest to largest
Subtracting lowest from highest and adding 1
Used for ordinal
Standard deviation
Measure of spread around mean
Higher the SD the more data spread around mean
Used for interval
What does high SD mean
Scores are more spread around the mean so more variation in scores
Less consistent and more individual differences
What does low SD mean
Scores are less spread around the mean so there are less variation in scores
More consistent and less individual differences in results
Normal distribution
Curve is symmetrical
Curve extends outward but never touched 0
Mean median mode all occupy around same mid point
Skewed distribution
Not symmetrical
Positive skew- data concentrated on left of the graph
Negative skew- data concentrated on the right of the graph
Bar charts
Displaying categorical data
Categories occupy x axis
Frequency or amount on Y axis
Bars never touch
Histogram
Display continuous data
Represent frequencies
Intervals on X axis
Frequency on Y axis
Bars touch
Scatter graph
To display a relationship between two co variables
Represent correlations
Each plot represents one ppt but teo scores
One co variable on X axis
Other on Y axis
NO RIC SCCWMSRUP TABLE
Sign test. Wilcoxon. Related t test
Chi squared Mann whit U Unrel T test
Chi squared x. Spearmans Rho. Pearsons r
Interpreting statistical tests for significance
- One or two tailed hypothesis?
- Number of ppts (chi squared- degrees of freedom)
- Level of significance
- Identify observed/ calculated value
- Interpret findings