Faster Insights: Qualitative Analysis of SSA Migrants' Healthcare

Evidano is an AI-powered qualitative data analysis platform that imports transcripts, PDFs, and survey exports to deliver reproducible thematic and cross-segment analyses. The PLOS One scoping review published 10 June 2026 synthesized 14 peer-reviewed studies on healthcare access for Sub‑Saharan African migrants across multiple European countries and distilled three dominant analytical themes. The review also revealed a major evidence gap, only one included study addressed ageing and long-term care decision-making.

• The PLOS One scoping review (10 Jun 2026) included 14 studies across the UK, France, Germany, Spain, Norway, Italy, Belgium, and Finland and screened 111 records before full-text inclusion.
• Three core analytical themes: structural determinants (insurance, legal precarity, administrative complexity), intersectional vulnerabilities (undocumented status, women, people living with HIV), and cultural/system misalignment (language, cultural competency).
• Methods in the included studies were mixed: qualitative (7), cross-sectional surveys (4), registry studies (2), and mixed methods (1); registry sample sizes reached approximately 1.2 million in one analysis.

The PLOS One scoping review published 10 June 2026 synthesized 14 peer-reviewed studies on healthcare access for Sub‑Saharan African migrants across European countries. Read the original: PLOS One.

• Three analytical themes emerged: (1) structural determinants including insurance gaps, legal precarity, and administrative complexity, (2) intersectional vulnerabilities affecting undocumented people, women, and people living with HIV, (3) cultural mediation and system misalignment such as language barriers and lack of cultural competency.
• Methods across the 14 studies included qualitative (n=7), cross-sectional surveys (n=4), registry studies (n=2), and mixed methods (n=1); sample sizes ranged from 8 participants to about 1.2 million in registry analyses.
• Policy gap identified: only one included study addressed ageing and long-term care decision-making, indicating a need for life-course research.

The review systematically mapped literature on SSA migrants' healthcare access across multiple European countries and identified consistent thematic barriers and patterns. Reviewers screened 111 records and included 14 studies after full-text review, using thematic synthesis (Thomas & Harden 2008) and a convergent approach to transform quantitative results into descriptive qualitative themes.

• Structural determinants such as insurance gaps and legal or administrative barriers consistently reduced healthcare utilization and continuity of care.
• Intersectional factors including gender, migration status, and HIV-related stigma compounded delays in care and selective disclosure.
• Cultural and language misalignment shaped care preferences, including reliance on general practitioners, religious leaders, or self-medication, and reduced engagement with specialized services.

This checklist lists a minimal workflow researchers can run on a corpus of papers, transcripts, and surveys to reproduce a convergent thematic synthesis.

• 1) Gather sources: PDFs of studies, interview audio, survey CSVs.
• 2) Upload to Evidano and run transcription with a custom dictionary for names and domain terms.
• 3) Auto-translate where needed and normalize metadata fields such as country, legal status, and gender.
• 4) Import or generate an initial codebook and run AI-assisted coding across the corpus.
• 5) Run thematic synthesis and cross-segment frequency analysis; inspect co-occurrence networks.
• 6) Extract a verified quote bank and export visualizations (word clouds, code hierarchies) for stakeholders.
• 7) Export a reproducible report and share a read-only project link with partners.

The PLOS One scoping review (10 Jun 2026) highlights actionable themes in SSA migrants' healthcare access while exposing evidence gaps, most notably longitudinal research on ageing and long-term care. For teams tasked with turning dispersed qualitative evidence into policy or program design, AI-enabled synthesis shortens the path from raw sources to stakeholder-ready deliverables.

• Next move: run a rapid Evidano pilot by importing 10 to 20 PDFs and transcripts and produce a cross-segment thematic brief within days.
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