thematic analysisgrounded theorySummary This chapter contains sections titled: Analysing qualitative data The nature and scale of qualitative data Data preparation The relationship between data and analysis Counting and qualitative data Initial steps Thematic analysis Grounded Theory Framework Software packages ...
quality analysis of qualitative data depends on the skill, vision, and integrity of the researcher; it should not be left to the novice In much qualitative research the analytical process begins during data collection as the data already gathered are analysed and shape the ongoing data collection....
LLMs, such as GPT-4, have demonstrated their capacity to detect patterns and trends within educational interactions, categorising and synthesising dialogue data effectively. This ability paves the way for large-scale qualitative analysis, a feat previously daunting due to the limitations of conventiona...
the capacity and preparedness of healthcare systems to deal with these impacts are less frequently considered. Here we performed a systematic analysis of peer-reviewed and grey literature to assess the current and projected coping capacity for healthcare systems under climate change. Data from the 12...
The example below demonstrates the process of the data analysis. Example of data and analytical process: This is a 1:02 min photovoice video that the parents sent to us (English data). The parents did not put any narrative as they wanted to leave the researcher to hear the children’s ...
“I think it is right”: a qualitative exploration of the acceptability and desired future use of oral swab and finger-prick HIV self-tests by lay users in KwaZulu-Natal, South Africa. BMC Res Notes. 2017;10(1). Hector J, Davies M-A, Dekker-Boersema J, Aly MM, Abdalad CCA, Langa...
analysis, i.e. word, collocation, 4-word cluster, the lexical choicesof individual corpora seem to be largely influenced by the thematic content andcommunicative needs of the corresponding curriculum subjects.Therefore, the commonest features in the English corpus mainly highlightthe literary dimension...
As applications of text analysis in landscape research grow, there is a need to develop customised resources and methods for landscape research. We emphasise that our methods have been developed and trained on data in the English language, and we do not expect all results to be culturally ...
3.1Data collection and processing To collect the data, we utilised the Twitter for Academic Purposes Application Programming Interface (API), which provides access to Twitter’s extensive data, real-time analysis capabilities, and abundant information [66]. Twitter’s real-time data collection feature...
Step 3: Data coding Data were coded based on the conceptual categories outlined in “Analysis framework”. Literal reading (Crabtree and Miller1999) and content analysis (Mayring2000) were applied (by one researcher) to extract and categorise evidence relevant to the transdisciplinary design principle...