what is content analysis?
a research method that analyses qualitative data by converting it into quantitative data using coding
does content analysis collect its own data?
no – it uses pre-recorded material (e.g. transcripts, scripts, media, text messages)
give three examples of material used in content analysis
transcripts of conversations
text messages
film screenplays
what is the aim of content analysis?
to summarise and identify patterns in spoken or written material using structured coding procedures
define coding in research
a method of converting qualitative, visual or auditory data into quantitative numerical data by assigning behaviours to categories
outline the content analysis procedure (5 steps)
what is test-retest reliability in content analysis?
repeating the content analysis on the same material and comparing results
what is inter-rater reliability in content analysis?
a second researcher uses the same coding categories on the same data and results are compared
what would good inter-rater reliability show?
similar results between raters → high reliability
summarise the findings of Waynforth & Dunbar (1995)
men targeted younger women and emphasised resources
women targeted older men and emphasised attractiveness
how did Waynforth & Dunbar analyse their data?
they coded themes from 881 lonely hearts adverts and converted qualitative themes into numerical data
one strength of content analysis linked to validity
original qualitative data is rich in detail → high external validity
one strength of content analysis linked to reliability
quantitative coding allows patterns to be compared easily → increases reliability
why is content analysis ethically flexible?
uses public domain material → no need for informed consent
one limitation of content analysis linked to context
researcher may not know the original context of the material → reduced validity
why might converting qualitative to quantitative data reduce validity?
numerical values may lose emotional depth and meaning
what is thematic analysis?
a qualitative method used to identify, analyse and report patterns (themes) within data
is thematic analysis inductive or deductive?
inductive – themes emerge from the data (no hypothesis testing)
what is a theme?
a recurring idea, topic or pattern within qualitative data
outline the procedure of thematic analysis
one strength of thematic analysis linked to validity
provides deep insight into thoughts and experiences → high ecological validity
why does quoting participants strengthen thematic analysis?
adds context and preserves subjective meaning
one limitation of thematic analysis linked to practicality
very time-consuming due to repeated analysis
one limitation of thematic analysis linked to bias
researchers may show confirmation bias when identifying themes