Faster Qualitative Analysis of Migrant Healthcare Access

Evidano is an AI-powered qualitative data analysis platform that helps teams reproduce and accelerate thematic synthesis of migrant healthcare access studies.

The PLOS One scoping review (published 10 June 2026) synthesised 14 studies and identified three core analytical themes: structural determinants, intersectional vulnerabilities, and cultural/system misalignment.

• The review covered 14 English peer‑reviewed studies, with qualitative n=7, cross‑sectional n=4, registry n=2, and mixed n=1, published 10 June 2026.
• The review’s search period ran Jan–Oct 2025, screening 111 records and including 14 studies for thematic synthesis.
• Use structured metadata extraction (legal status, insurance, country, duration) and cross‑segment analysis to surface how barriers cluster by country, gender, and status.

In brief: The PLOS One scoping review (published 10 June 2026) synthesised 14 studies on healthcare access for Sub‑Saharan African migrants across European countries and distilled three analytical themes: structural determinants, intersectional vulnerabilities, and cultural/system misalignment.

Read the original review: PLOS One.

• Why it matters: These multi‑layered barriers compound over the life course and imply growing long‑term care needs as SSA migrant cohorts age.
• Who should read this: qualitative researchers, UX/health service teams, policy analysts, and NGOs working on migrant health in Europe.

The review used a systematic search across Europe PMC, Scopus, Web of Science, PubMed and Google Scholar between Jan–Oct 2025, screened 111 records and included 14 peer‑reviewed English articles.

• Concrete numbers: search period Jan–Oct 2025; retrieval = 112 records; post‑dedupe = 111; included = 14.
• Synthesis: line‑by‑line coding leading to descriptive themes and then three higher‑order analytical themes using a thematic synthesis approach (Thomas & Harden), with convergent integration of quantitative findings.

This review implies prioritising structural metadata, preserving intersectional nuance, and combining methods to produce policy‑relevant recommendations.

Implication 1: Prioritise structural metadata such as legal status, insurance, country of residence, and duration of stay, because these variables repeatedly explain utilisation differences and must be extracted and compared across studies.

Implication 2: Preserve intersectional nuance, as gender, HIV status, and undocumented status modulate access and analysts should avoid collapsing subgroups in theme counts.

Implication 3: Combine methods, because registry breadth clarifies patterns while qualitative interviews explain mechanisms, and an integrated analysis yields policy‑relevant recommendations.

Follow these seven steps in Evidano to reproduce the review’s synthesis and generate reproducible outputs.

Step 1: Upload PDFs, Excel spreadsheets, interview transcripts and registry CSVs into a new project.

Step 2: Auto‑extract metadata (country, year, sample size, design) and verify fields.

Step 3: Run automated transcription/translation on any audio/non‑English text using a custom dictionary.

Step 4: Generate AI‑assisted initial codes; import the review’s codebook or create one iteratively.

Step 5: Run thematic, frequency analysis and cross‑segment comparisons (for example by legal status, gender, country).

Step 6: Produce co‑occurrence networks and hierarchical code visualisations; export tables for publication.

Step 7: Create a stakeholder brief with top themes, representative quotes, and policy recommendations; share secure links with collaborators.

This post and the Evidano workflows are research‑focused and non‑diagnostic.

When working with migrant health data ensure consent and local protections are met and avoid identifying individuals in publications.

The PLOS One review (10 June 2026) makes clear that analysing migrant healthcare access needs careful coding of structural and intersectional factors.

• Try importing a subset of your corpus to test automated coding and cross‑segment tables.
• Export reproducible methods and visualisations for your next PRISMA appendix or stakeholder memo.
• Start here: Try Evidano for free to spin up a pilot project and see how the platform accelerates thematic, frequency and cross‑segment analysis.