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Research methods - Coggle Diagram
Research methods
Qualitative research
comes in form of text (interview transcript, observational notes, etc.)
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Credibility
Triangulation: combination of different data's/method/researchers/theories to enhance the studies' credibility
Establishing a rapport: establishing a good relationship between researcher/participants to diminish their behavioural changes
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Thick description: Describing the observer behaviour in sufficient detail so that it can be understood holistically and in context.
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Sampling types
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Theoretical sampling: type of purposive sampling when data saturation (no new information added from participants) is reached
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Generalizability types
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case-to-case generalisation: It refers to the transferability of the findings to a different group of people or a different setting.
sample to population generalisation: identify the population and select samples as representative for the population
Research methods
Interview
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Unstructured interviews: participant driven, every question is determined by the previous answer
Structured interviews: list of questions are asked in a fixed order. Allowing comparison between participants
advantage: gain an in-depth data on people knowledge, feelings, and experiences
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observation
Overt observation: participants are aware of being observed, may lead to demand characteristics.
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naturalistic observation: observation carried out in a natural environment. The drawback is that it can be time consuming as certain behaviour may appeal at certain times.
Structured observation: record the data systematically and in a standardized way, for instance using a checklist of behaviour.
unstructured observation: no-predefined structure, simply registering participant’s behaviour
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disadvantage: time consuming, observation bias may influence the datas, ethical concern in observing participant's without their consent
Focus group: special type of semi-structured interviews, conducted with 6-10 participants. The interview works as a facilitator to encourage participants to interact with each other.
Limitations: dominant response bias, difficulty in preserving anonymity and confidentiality
advantages: quick gain of information from multiple participants, create a more natural and comfortable environment, easier to answer sensitive questions, multiple perspective can be gained
content analysis: once a transcript is written, the researcher read it several times, identifying main themes. Grouping th ìe themes as low/high level themes. A summary of the transcript underlining the themes with support. Finally, a conclusion is formulated based on the summary linking to the theory and themes.
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Case study: in-depth investigation of an individual or group, uses a range of research methods such as interview, questionaires, etc.
limitations: limited generalizability, time consuming, researcher bias.
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Descriptive research: Type of qualitative research that can be used to study unique experiences of people.
Quantitive research
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2 types
Correlational studies
No variables are manipulated. Rather the variables are measured and try to establish if there is a presence of relationship or association between variables.
Experimental studies
Include Independent variables (IV) manipulated by researchers and Dependent variable (DV) that changes as a response to IV
Confounding variables can influence the IV and DV relationship. Need to be controlled or eliminated.
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sampling technique
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Convenienve (opportunity) sampling: participants that are easily available (eg. university students)
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validity types
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internal validity: high level of validity if the variables have been properly controlled and there is a certainty in the IV and DP relationship
outside events of participants, natural development of participants (eg. puberty), changes in instruments, dropouts of participants, participants being conscious of experiments aim,
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