types of data Flashcards
what is primary data
information collected for the specific purpose of the investigation directly by the researcher
what is secondary data
data previously collected by another researcher, not specifically for specific purpose of the investigation
what is qualitative data
descriptive data recorded in words based on subjective interpretation of language
what is quantitative data
numerical data, measured objectively
strengths of primary data
it is directly relevant to the aim of the study and the psychologist can be confident about the conditions in which the data was collected (e.g. how controlled it is)
limitations of primary data
- requires time and effort - researcher will have to design their research study, recruit participants, develop resources and carry out the study
- this process can be costly compared to secondary data
strengths of secondary data
less time and effort than using primary data. psychologists don’t have to design their research study, recruit participants, develop resources or carry out the study
limitations of secondary data
- may not be directly relevant to the aim of the study
- the psychologist cannot be confident about the conditions in which the data was collected
strengths of qualitative data
- gives more insight into behaviour (more so than quantitive data)
- it is more in depth and the psychologist can be confident about the validity of a persons response (honestly, understanding)
limitations of qualitative data
- time consuming and difficult to analyse
- possible that lots of irrelevant information/detail is collected
- subjective interpretations raises issues for internal valdiity
- generally uses small sample sizes - not representative, and methods cant normally be replicated
- not usually scientific
strengths of quantitative data
- scientific because it doesn’t depend on any interpretation, thus gives it a high internal validity
- easy to analyse so psychologists can draw conclusions and establish general laws of behaviour
- quantitative research methods are replicable so psychologists can test the reliability of data
- generally large amount of quantitative data are collected this makes it less affected by individual differences than qualitative data
limitations of quantitative data
- quantitative data is usually collected under controlled lab based conditions that don’t represent real life, so data only gives a snap shot of behaviour that isn’t likely to be in the context of everyday behaviour