Faster Qualitative Analysis of Alcohol Use: Korean Immigrant Women

A July 14, 2026 PLOS One scoping review identified seven U.S. studies and three recurring sociocultural influences on alcohol use among Korean immigrant women: acculturation, religion, and social networks. Evidano provides an AI-assisted workflow to reproduce those qualitative findings, harmonize measures across studies, preserve cultural terms, and produce stakeholder-ready visuals securely.

• Seven peer-reviewed studies (all U.S.) were included in the PLOS review, with no Canadian studies identified.
• Core themes reported were acculturation, religion, and social networks; measurement inconsistency across studies was a major gap.
• One notable statistic from the review: 12% 30-day binge drinking among Korean American women versus 3% among Chinese American women.
• A reproducible 2-week pilot is outlined to import the seven PDFs, run thematic extraction, harmonize variables, validate results, and prepare community-facing deliverables.

The PLOS scoping review mapped seven peer-reviewed U.S. studies and highlighted acculturation, religion, and social networks as key influences on alcohol use among Korean immigrant women. Key points from the review include:

• Acculturation: evidence was mixed, one included study found no link, another found higher drinking with greater acculturation, and a third reported 79% alcohol use among 'acculturated' women versus about 57% among 'traditional' groups.
• Religion: two California studies linked congregational networks and denomination to drinking probabilities, and women with no affiliation showed higher heavy drinking odds.
• Social networks and rituals: peer groups, family events, proximity to alcohol outlets, and cultural drinking norms (for example, baek-il and ancestor memorials) were described as shaping behaviour.
• Gaps: the review found no Canadian studies, inconsistent operationalisation of acculturation across studies, and limited direct attention to racialisation, patriarchy, or immigration-related stress as measured constructs.

The pilot reproduces key steps to validate findings and explore Canada-specific gaps in about two weeks. The workflow below is reproducible and maps to the evidence reported in the review:

• Day 1–2: Project setup, create a project in Evidano, import the seven PDFs and any available supplementary tables, and add a short codebook with 'acculturation', 'religion', 'social_networks', 'immigration_stress', 'drinking_rituals'.
• Day 3–5: Automated pass, run thematic extraction and co-occurrence analysis, review suggested codes, and correct via AI-assisted code propagation.
• Day 6–9: Cross-segment harmonization, import any survey Excel sheets, map variable names (for example 'length_in_US' to 'years_resident') and run cross-segment frequency analysis (age, generation, denomination).
• Day 10–12: Validation and stakeholder prep, use AI chat over documents to draft a one-page brief, produce visual exports (code hierarchy, co-occurrence network) for community meetings.
• Day 13–14: Finalize, apply PII redaction, compile deliverables, and schedule knowledge translation sessions with affected communities.

The best next step is to adopt an AI-assisted qualitative workflow to retain cultural nuance, scale coding, and produce stakeholder visuals quickly when moving from scattered studies to policy-relevant recommendations. Practical next steps drawn from the PLOS review are:

• Start by importing the PLOS review’s articles and supplementary materials into Evidano and run an initial thematic sweep to confirm acculturation, religion, and social networks as priority themes.
• Then extend the review: harmonize measures across additional datasets, add local sources such as Canadian studies if available, and prepare community-facing outputs for group engagement.
• Try it: Try Evidano for free to run a pilot that reproduces the PLOS review faster without sacrificing rigor.