NOVEMBER 17 , 2023
BSL
Doctoral Acceleration Week
Workshop
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AI tools and Qualitative Research
Mario Saba
CONTEXT
THE FRIDGE STORY
Qualitative interpretation of statements for making the right decision
Source: Saba, Mario. L'implantation d'un outil d'intelligence collective. Un essai d'observation et d'interprétation. L'outil COOPERFIC pour les coopératives agricoles du Languedoc-Roussillon. Montpellier : 2011. Université de Montpellier 2 : thèse de doctorat, Sciences de Gestion, sous la direction de Dupuy, Yves . Disponible sur https://ged.biu-montpellier.fr/florabium/jsp/nnt.jsp?nnt=2011MON20223. (Thèse consultée le 16/11/2023 23:33).
UNDERSTANDING QUALITATIVE RESEARCH
RESEARCH CASE
THE CONTEXT
OBSERVATION
MEETINGS - INTERVIEWS
DOCUMENT ANALYSIS
CONTEXT- WORD INTERPRETATION
THE POWER OF THE WORD IN ITS CONTEXT
“There is a risk that the figures produced by the tool are used against us... we do not trust the Region!".
" We fear that in terms of security of access to information, this tool could present flaws endangering our structures and leaving the door open for third parties to access to the individual economic information of our cooperatives”.
"We don't see a interest in designing such a tool, we don't need it, we work well with support paper... "
“It’s the mafia system that manages XXX”
"It's impossible to work with XXXXX, this person is in a pathological state”
Source: Saba, Mario. L'implantation d'un outil d'intelligence collective. Un essai d'observation et d'interprétation. L'outil COOPERFIC pour les coopératives agricoles du Languedoc-Roussillon. Montpellier : 2011. Université de Montpellier 2 : thèse de doctorat, Sciences de Gestion, sous la direction de Dupuy, Yves . Disponible sur https://ged.biu-montpellier.fr/florabium/jsp/nnt.jsp?nnt=2011MON20223. (Thèse consultée le 16/11/2023 23:33).
AI TOOLS AND QUALITATIVE RESEARCH
Text and Sentiment Analysis
Text: I Extract meaning from text data I Key themes identification I Relationships between concepts identification I Summarizing large volumes of text I
Sentiment: I Identify the emotions expressed in text data I Understand attitudes I track changes in sentiment over time I
Natural Language Processing (NLP)
Data Collection
AI tools can be used to collect data from a variety of sources, such as social media, customer reviews, and news articles. This can help researchers to reach a wider audience and collect more data than would be possible using traditional methods.
Transcription
AI transcription tools can be used to transcribe audio and video recordings into text. This can save researchers a significant amount of time and effort, as they no longer have to manually transcribe their data.
Coding
AI coding tools can help researchers to code their data more quickly and efficiently. These tools can identify key themes and concepts in the data, and they can also suggest codes to researchers.
Analysis
AI analysis tools can help researchers to analyze their data and identify patterns and trends. These tools can also help researchers to generate visualizations of their data, which can make it easier to understand and interpret.
Machine Learning
IAutomate the process of coding I Categorizing qualitative data I Saving time I Accuracy and consistency of the coding process I
Automated Transcription
I Transcribe audio and video recordings into text I Translate text from one language to another I