Evidence map›Paper›PMID 41608374›Full record

ArticleHealth science reports2026

How Has the COVID-19 Pandemic Affected the Influenza Seasonality Patterns in Different Climate Regions?-A Time-Series Analysis.

Ricardo Fonseca, Galana Mamo Ayana, Patricia Lee

Abstract read
In one paragraph

Article in Health science reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Ricardo FonsecaSchool of Medicine and Dentistry Griffith University Gold Coast Australia.
Galana Mamo AyanaSchool of Public Health, College of Health Medical Sciences Haramaya University Harar Ethiopia.
Patricia LeeSchool of Medicine and Dentistry Griffith University Gold Coast Australia.ORCID https://orcid.org/0000-0002-7860-546X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: Due to the burden of influenza, significant efforts have been made to understand its geographical and temporal patterns to advise influenza prevention. Influenza temporal patterns have been affected since the emergence of COVID-19, presumably attributed to nonpharmacological interventions (NPIs). Understanding the changes in influenza activity before and during the COVID-19 pandemic in different climate regions is urgently needed to inform decision-making in future influenza control measures and prevention policies. Methods: This study analysed influenza surveillance data (2012-2022) collected from the FluNet database to compare the patterns of long-term influenza activity in nine selected temperate and tropical countries. The long-term influenza activity in each country was compared before and after the emergence of COVID-19. The level of NPI stringency was measured using the stringency index (SI). Interrupted time series (ITS) analyses were performed to quantify the impact of COVID-19 NPIs on the changes in influenza patterns before and after the stringent implementation of NPIs in the selected countries. Results: Before the COVID-19 pandemic, influenza activity in temperate countries appeared in winter, while the seasonality patterns in tropical countries were irregular and lasted longer than in temperate countries. During the pandemic, influenza cases decreased drastically in all selected countries, even though the amount of influenza testing remained adequate. The ITS results confirmed a significantly inverse relationship between stringency of NPIs and influenza activity. Although influenza cases have reemerged following the removal of NPIs, the patterns of influenza activity worldwide remain undergoing transitioning shifts post-pandemic. International collaboration is needed to continue monitoring future changes in influenza patterns to prevent large outbreaks. Conclusion: There has been a change in the temporal patterns of influenza activity worldwide after the pandemic. NPIs have shown a significant effect in reducing influenza activity in all selected countries.

Indexed as

COVID‐19 pandemicnonpharmaceutical interventions (NPIs)seasonal influenzatemporal and seasonality patternsviral circulation

Identifiers

PMID41608374
PMCPMC12835777

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.