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Inequities in primary care respiratory illness presentations in Aotearoa (New Zealand) before, during and after the COVID-19 pandemic: a retrospective cohort study using automated health record analysis
25 Jun 20265 min read0 viewsJournal Feed
GIST (Key Takeaways)
- Background Ethnic and socioeconomic inequities in respiratory illness outcomes are well established. Monitoring primary care presentation rates is important for assessing health system equitable responsiveness, particularly during health crises.
- Aim To examine changes in primary care respiratory illness presentation rates in Aotearoa New Zealand (NZ) by ethnicity and socioeconomic status before, during and after the COVID-19 pandemic. Design and setting Retrospective cohort study using natural language processing (NLP) of electronic health records from 37 general practices across eight districts in NZ.
- Method Clinical interactions from 2018 to 2023 (n=10 421 399; 4 66 349 patients) were classified into respiratory categories using a validated NLP algorithm. Age-adjusted monthly presentation rates were analysed by ethnicity and deprivation across pre-pandemic, pandemic and post-pandemic periods.
- Results Overall, 15.1% (1 573 631/10 421 399) of interactions were respiratory-related, increasing from 13.7% to 14.2% in 2018 - 2019 to a peak of 25.2% in 2022, before declining to 15.3% in 2023.
Clinical Editorial
Summary
BMJ Open published a clinical update in Research Highlights on 25 Jun 2026.
The item focuses on Inequities in primary care respiratory illness presentations in Aotearoa (New Zealand) before, during and after the COVID-19 pandemic: a retrospective cohort study using automated health record analysis.
Review the original article for the full source wording and details.
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Feed Metadata
Source
BMJ Open
Category
Research Highlights
Published
25 Jun 2026
Feed Metadata
Source
BMJ Open
Category
Research Highlights
Published
25 Jun 2026