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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
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Causal Map App
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Working Papers
Minimalist coding for causal mapping
A formalisation of causal mapping
Combining opposites, sentiment
Despite-claims
Causal mapping as causal QDA
A simple measure of the goodness of fit of a causal theory to a text corpus
Magnetisation
Animated social map around Donald Trump
Animated social map of US news
Lonely in London
Lonely in London response
Lonely in London with causal mapping
Assessing change in (cognitive models of) systems over time
long_paper
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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
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🌻 !900 Assessing systems change
13 Jan 2026
Assessing systems change