{
  "abstract": "Background\n\nContinuous monitoring of both influenza vaccine protection and behavioural determinants of infection is important for understanding related risks. Evidence on influenza vaccine effectiveness (VE) in China during the 2024-2025 season, however, remains limited. We aimed to assess influenza VE among healthcare-seeking outpatients with influenza-like illness (ILI) and to examine the contact patterns associated with infection risk.Methods\n\nWe enrolled 928 outpatients with ILI from three sentinel hospitals in Ili Kazakh Autonomous Prefecture, China, between December 2024 and March 2025 in a test-negative case-control study. We confirmed influenza infection using reverse transcription-polymerase chain reaction and collected vaccination history and social contact frequency and duration through questionnaires. We estimated VE using logistic regression with covariate adjustment, and otherwise analysed social contact patterns and performed exploratory sequencing of six randomly selected influenza-positive samples.Results\n\nOur full sample comprised 928 participants. We excluded 21 infants younger than 6 months from the VE analysis and included 907 participants, of whom 121 tested positive and 786 tested negative. The overall adjusted VE against medically attended influenza was 42.3% (95% credible interval = 11.1-62.5). In the analysis of social contacts for all 928 participants, test-positive children aged 0-10 years and adults aged 65 years or older reported more frequent and longer social contact than their test-negative counterparts. Exploratory sequencing of six samples suggested no major antigenic mismatch with the vaccine strains, but the very small number of sequenced samples limits the generalisability of this finding.Conclusions\n\nInfluenza vaccination provided moderate protection against medically attended influenza, while contact patterns were associated with infection risk among children and older adults. Combined vaccination and behavioural interventions warrant further evaluation, as the observational design of this study and its use of self-reporting data limit causal inference.",
  "abstract_shown": true,
  "affiliations": [
    "Institute of Medical Engineering Interdisciplinary Research, College of Medical Engineering and Technology, Xinjiang Medical University, Urumqi, Xinjiang, China.",
    "School of Public Health, Tianjin Medical University, Tianjin, China.",
    "Ili Kazakh Autonomous Prefecture Center for Disease Control and Prevention, Ili Kazakh Autonomous Prefecture, China.",
    "JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China.",
    "School of Public Health, The University of Hong Kong, Hong Kong, China.",
    "Department of Biomedical Sciences, City University of Hong Kong, Hong Kong, China.",
    "Health Commission of Ili Kazakh Autonomous Prefecture, Ili Kazakh Autonomous Prefecture, China.",
    "Department of Mathematics, The Hong Kong Polytechnic University, Hong Kong, China.",
    "Peking University Center for Public Health and Epidemic Preparedness & Response, MoE Key Laboratory of Epidemiology of Major Diseases, Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.",
    "Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.",
    "School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China."
  ],
  "article_type": "research article",
  "arxiv": null,
  "author_total": 22,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Luping Chen"
    },
    {
      "affs": [
        0
      ],
      "name": "Jia Mi"
    },
    {
      "affs": [
        1
      ],
      "name": "Yingxuan Wang"
    },
    {
      "affs": [
        2
      ],
      "name": "Zhisheng Chen"
    },
    {
      "affs": [
        2
      ],
      "name": "Juping Wang"
    },
    {
      "affs": [
        3
      ],
      "name": "Zihao Guo"
    },
    {
      "affs": [
        4
      ],
      "name": "Haogao Gu"
    },
    {
      "affs": [
        5
      ],
      "name": "Qiaoge Chi"
    },
    {
      "affs": [
        3
      ],
      "name": "Lirong Cao"
    },
    {
      "affs": [
        6
      ],
      "name": "Ruijuan Ji"
    },
    {
      "affs": [
        2
      ],
      "name": "Kamuranni Luotebula"
    },
    {
      "affs": [
        2
      ],
      "name": "Shengmei Yang"
    },
    {
      "affs": [
        0
      ],
      "name": "Yan Kong"
    },
    {
      "affs": [
        3
      ],
      "name": "Kailu Wang"
    },
    {
      "affs": [
        4
      ],
      "name": "Sheikh Taslim Ali"
    },
    {
      "affs": [
        7
      ],
      "name": "Daihai He"
    },
    {
      "affs": [
        3
      ],
      "name": "Marc Kc Chong"
    },
    {
      "affs": [
        1
      ],
      "name": "Shi Zhao"
    },
    {
      "affs": [
        0
      ],
      "name": "Kai Wang"
    },
    {
      "affs": [
        8
      ],
      "name": "Yuantao Hao"
    },
    {
      "affs": [
        9
      ],
      "name": "David Sc Hui"
    },
    {
      "affs": [
        10
      ],
      "name": "Zijian Feng"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/4j95544zywj0h.bib",
  "cited_by": 0,
  "doi": "10.7189/jogh.16.04253",
  "fulltext_url": "https://europepmc.org/articles/PMC13650974",
  "id": "4j95544zywj0h",
  "issns": [
    "2047-2978",
    "2047-2986"
  ],
  "landing_url": "https://europepmc.org/article/MED/42852605",
  "language": "eng",
  "licence": "CC-BY",
  "licence_label": "CC BY",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "openalex",
      "2713|Influenza Virus Research Studies"
    ]
  ],
  "openalex": "W7221127415",
  "pdf_url": "https://europepmc.org/articles/PMC13650974?pdf=render",
  "pmcid": "PMC13650974",
  "pmid": "42852605",
  "published": "2026-10-09",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/4j95544zywj0h.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:18:02Z",
      "native_id": "MED:42852605",
      "source": "europepmc",
      "url": "https://europepmc.org/article/MED/42852605"
    }
  ],
  "subjects": [
    {
      "field": "medicine",
      "origin": "openalex:2713|Influenza Virus Research Studies",
      "subfield": "epidemiology-public-health"
    }
  ],
  "title": "Influenza vaccine protection and contact patterns among outpatients with influenza-like illness during the 2024-2025 season in China: a test-negative case-control study.",
  "title_text": "Influenza vaccine protection and contact patterns among outpatients with influenza-like illness during the 2024-2025 season in China: a test-negative case-control study.",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T12:18:02Z",
  "url": "https://research.draconitic.com/paper/4j95544zywj0h",
  "venue": "Journal of global health",
  "versions": []
}