Can the research method be repeated to get the same results
Validity
Is the data meaningful and giving the researcher an insight
Representativeness
Does the data represent others with similar characteristics allowing for generalisations
Quantitative data
Numerical data, high in reliability, favoured by positivists
Qualitative data
Data that is testimonial and non numerical, high in validity and favoured by interpretivists
Laboratory experiments
Conducted in an environment where variables are closely controlled, usually using the scientific method
Strengths of laboratory experiments
Favoured by positivists
Produce quantitative data
High reliability as the environment stays the same
Limitations of laboratory experiments
Low in validity - does not simulate real life environments
Risk of the Hawthorne effect
Low in representativeness - small sample size
Field experiments
Conducted in a real life environment (eg a classroom) but still aiming to control variables
Strengths of field experiments
Favoured by positivists
Produce quantitative data
Reasonable reliability - can be repeated but more difficult to control
Limitations of field experiments
Low validity - lacks meaningful data
Low representativeness - small sample size
Questionnaire
Part of a social survey, used for gathering information on attitudes, behaviors, and opinions, often used to explore social issues and trends.
Strengths of questionnaires
Favoured by positivists
Produces quantitative data from closed questions
High in reliability as it can be repeated
High representativeness as it can be distributed to a large sample size
Limitations of questionnaires
Low in validity as the data collected lacks meanings
Structured interviews
Part of a social survey eg Crime Survey for England and Wales. Questions are read out by the interviewer to the participant like a script, and their answers are recorded
Strengths of structured interviews
Favoured by positivists
Quantitative data
High reliability - can be repeated by asking the same questions
Reasonable representativeness as it can have a fairly large sample size
Limitations of structured interviews
Low in validity - data lacks meaning
Can be subjective - depends how the researcher notes down the answers
Unstructured interviews
More like a conversation with open questions and follow up questions to gain more understanding
Strengths of unstructured interviews
Favoured by interpretivists
Qualitative data
High in validity - meaningful answers
Limitations of unstructured interviews
Low reliability - cant be repeated as there may not be a set list of questions
Low representativeness - small sample size as it is time consuming
Participant observation
The observer will join in with the activities of the group being studied. Can be overt (identity known) or covert (identity unknown)
Strengths of participant observations
Favoured by interpretivists
Produces qualitiative data
High in validity as the data is meaningful
Limitations of participant observations
Low reliability - cant be repeated as they may ask different questions
Low representativeness - small sample size
Risk of the Hawthorne effect if overt
Non participant observation
The observer may remain detached and not join in with the activities of the group being studied. Can be covert (identity known) or overt (identity unknown)
Strengths of non participant observations
Favoured by positivists if using a behaviour schedule or checklist
Quantitative data
High reliability - can repeat the observation if structured
Limitations of non participant observations
Low validity - not joining in and asking questions
Low representativeness - small sample size
Risk of Hawthorne effect if overt
Official statistics
Numerical data published regularly by official agencies such as the government
Strengths of official statistics
Favoured by positivists
Quantitative data
High in reliability - hard statistics use the same measurement
High in representativeness - large sample size
Limitations of official statistics
Low validity - data tells us what is happening but not why it is happening
Soft statistics eg crime statistics can be socially constructed
Documents
Qualitativesecondary sources. Can be personal eg diaries or public eg Ofsted reports
Strengths of documents
Favoured by interpretivists
Qualitative data
High in validity - meaningful answers
Limitations of documents
Low reliability - cant be repeated as the documents are unique