Question for auto-ethnographers:
who should I read on analysing multiple autoethnographies?
It's for research that involves analysing themes across multiple autoethnographic accounts🙏
#Ethnography #Autoethnography #SocialScience #Methodology #HigherEducation #QualitativeResearch #ThematicAnalysis
Despite an emerging body of scholarship on applying generative AI (GenAI) to qualitative data analysis, this area remains underdeveloped. This article evaluates how GenAI can support thematic analysis using a publicly available interview dataset from Lumivero. It introduces Guided AI Thematic Analysis (GAITA), an adaptation of King et al.’s (2018) Template Analysis. This framework positions researchers as a reflexive instrument and intellectual leader while thoroughly guiding GPT-4 in four stages: data familiarization; preliminary coding; template formation and finalization; and theme development. Additionally, the article proposes the ACTOR framework, a simple approach to combining different effective prompting techniques when working with GenAI for qualitative research purposes. Findings reveal GenAI’s capacity for analyzing the data, generating codes, subcodes, clusters, and themes, along with its adaptive learning and interactive assistance in organizing unstructured data and developing trustworthiness. However, this model has some key limitations in terms of its restricted context window for processing large datasets, its inconsistent outputs requiring multiple prompt attempts, the need to move across workspaces, and the lack of relevant training data for qualitative research purposes.
Ever feel buried under a mountain of qualitative data – interview transcripts, open-ended survey responses, focus group notes – and unsure where to even begin? 🤯
Thematic Analysis (TA) is your superpower!
It's a robust and accessible method for identifying, analyzing, and reporting patterns (themes) within your qualitative data.
Why is it so powerful?
➜ Simplicity:
➜ Flexibility:
➜ Rich Insights:
#ThematicAnalysis #QualitativeResearch #DataAnalysis #ResearchMethods
You are (thinking of) using #ThematicAnalysis in your research? Have a look at this entertaining editorial:
https://journals.sagepub.com/doi/10.1177/14733250241277355
They end on a humorous note pointing to Braun & Clark's Bingo 🤭
https://journals.sagepub.com/doi/10.1177/14733250241277355
#ThemesDoNotEmerge
Good tutorial paper:
https://link.springer.com/article/10.1007/s11135-021-01182-y
Cómo saber si lo que se dice es lo que se cree que se está diciendo
#contentStrategy #contentOps #contents #thematicAnalysis #CorporateCommunication #dirCOM
📣 Survey recruitment
I’m doing a project with a grad student exploring motivations among people who practice #BDSM / #kink
Survey: https://redcap.healthinstitute.illinois.edu/surveys/?s=RTTDYAFTC4TRJEMW
Pre-registration (explaining our approach, perspective, and goals): https://osf.io/b97y2/files/osfstorage/65c3dbd91a30ef0ba3c34428
Please boost for reach ❤️
On Friday, I will present my Thesis Candidature Review Milestone (TCRM) in person and move on from another completed PhD milestone to the next.
My working title is Exploring Sociotechnical Factors Impacting the Rollout of Autonomous Vehicles in Australia. See the blurb attached.
#AutonomousVehicles #ElectricVehicles #AI #MixedMethods #SociotechicalSystems #ThematicAnalysis
Dr Julia Molinari PhD SFHEA
QDAcity
Dennis Bours
Censyq
Jan R. Boehnke
Estrategia del Contenido
Christina Silver
👻 Jaime Derringer
Leigh-Chantelle