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Researchers and policy teams are drowning in studies about youth, screens and mental health. The scoping review published 20 July 2026 synthesizes literature indexed in the Web of Science Core Collection from November 2018 to February 2023 and highlights repeating themes, sociodemographics, usage patterns, and psychosocial consequences such as anxiety, loneliness and sleep disruption. This post shows how to turn that review into reproducible, segment-aware qualitative analysis with AI and how Evidano speeds each step (ingest, code, cross-segment compare, visualize) while keeping data private. Read the original review on Springer. Note: this guidance is research-focused and non-diagnostic; follow all ethical protocols when handling mental-health data.
In this article
Reproduce thematic analysis of a 30-interview Thailand mental-health recovery study: methods, themes, and a practical 7-step AI-enabled workflow using Evidano.
Build research-backed user personas using grounded theory, affinity diagrams, and AI-assisted coding; practical UX steps and a workflow to validate minimal personas quickly.
Compress interviews into validated, actionable personas using an AI-assisted IxDF-based workflow, a reproducible two-week plan, and secure Evidano tools.
AI-enabled qualitative research: how the AI Anthropology Toolkit scales transcription, coding, and multimodal analysis, plus steps to run it in Evidano.
Create research-backed user personas: a 7-step qualitative UX playbook using grounded methods, triangulation, and AI-enabled analysis with Evidano. Quick start.
Turn interviews and notes into research-backed personas with AI-enabled qualitative analysis. Follow a 7-step workflow and pilot it in Evidano today.
Turn multi-agent assistant logs into research themes with AI transcription, RAG, HITL approvals, and observability. Read LIA (19 Jul 2026) and try Evidano.
Convert preprints into section-labeled corpora with preprint-fulltext and ingest them into Evidano for reproducible thematic and cross-segment analysis.
How a July 17, 2026 Canadian protocol maps to workflows for periprocedural anticoagulation using AI-enabled transcription, coding, and reporting, visualization.
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