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Causal mapping – overview
Task 1 – Gathering causal mapping data
Task 2 – Causal coding – minimalist style
Task 2 – Coding with AI
Task 2 & 3 – Extensions
Task 3 – Answering questions – General
Task 3 – Answering questions – Individual questions
Causal mapping in evaluation
Causal Mapping as QDA
Causal Map app and alternatives
AI in qualitative social science
How to – in the Causal Map app
Qualia
Case studies
For consultants
AI and the wider world
Finally
Causal Map App
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Intro
Causal mapping is a simple yet powerful form of qualitative coding
Causal Mapping outputs not just codes but a model you can query to answer useful questions
Causal mapping is easy to automate transparently, so is a great fit for scaling with AI
Brief review of S Friese – Conversational Analysis to the Power of AI
GenAI is distracted by shiny things
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Case Studies
Add Qualia to your next bid
AI-assisted causal mapping. Uncovering causal pathways with INTRAC
Can AI accurately map causal claims - A validation study
Case study – our 'seamless stories' workflow in practice
Case study – Qualia asks about USA problems, again
DUOC UC. Evaluating Gender Equity in STEM with AI-Driven Interviews
Include Causal Map and QualiaInterviews in your next bid
Strengthening OH with causal mapping
Tree Aid - Empowering Communities Through Forest Management in Burkina Faso
Using AI to facilitate feedback on the learning experiences of doctoral students
Filters
Path tracing and source tracing
Papers and Drafts
A formalisation of causal mapping
A simple measure of the goodness of fit of a causal theory to a text corpus
Animated social map around Donald Trump
Animated social map of US news
Assessing change in (cognitive models of) systems over time
Causal mapping as causal QDA
Combining opposites, sentiment
Despite-claims
Lonely in London
Lonely in London response
Lonely in London with causal mapping
Magnetisation
Minimalist coding for causal mapping
Our paper on an inductive workflow to gather and analyse evidence at scale.
Transforms Filters
Collapsing factor labels and excluding brackets
{'Date': '27/02/2025'}
Case study – Qualia asks about USA problems, again
⛶
🌻 ! Coding with AI provides new ways to crack problems of chunking and granularity
5 Oct 2025
because you can try everything out