Types of data Flashcards
What do quantitative methods focus on?
Numbers and frequencies
What do quantitative methods not focus on?
Meaning and experience
Give some examples of quantitative methods.
- Experiments
- Questionnaires
- Psychometric tests
What are quantitative methods known for being/not being?
Not valid (not measuring what they claim to measure) but thought to be highly reliable (produce consistent results over time)
What do qualitative methods focus on?
Meaning and experience
What do qualitative methods not focus on?
Numbers and frequencies
What type of data method focuses on numbers and frequencies?
Quantitative
What type of data method focuses on meaning and experience?
Qualitative
What are qualitative methods known for being/not being?
Lack of reliability but lots of validity
Give 2 strengths of quantitative data.
- More likely to be interpreted objectively so conclusions are more reliable as the interpretation is more consistent/reliable
- Easy to compare between participants and do stat tests, allowing us to better understand data and identify cause and effect if we find significant differences from stat test results
Give 2 weaknesses of quantitative data.
- Does not allow participants to describe why they are as their score suggests, so we can’t explain reasons behind behaviour from a score
- Participants may feel they are not well represented by their scores, so a lack of validity
Give 2 strengths of qualitative data.
- In-depth information on participant’s behaviour, allowing us to identify reasons behind behaviour
- Participants can answer how they wish and are unrestricted, so more valid results as they can more accurately express themselves
Give 2 weaknesses of qualitative data.
- Not easy to make comparisons between participants, so it’s more difficult to establish cause and effect, and in extension difficult to predict future behaviour.
- More likely to be interpreted subjectively, so conclusions are less reliable as the interpretation is not consistent
What are the 3 levels of data?
- Nominal
- Ordinal
- Interval
What is nominal data?
A measure of how many things occur within a category