Evidence map›Paper›PMID 37521321›Full record

ArticleApplied Corpus Linguistics2023

The reception of public health messages during the COVID-19 pandemic.

Emma McClaughlin, Sara Vilar-Lluch, Tamsin Parnell, Dawn Knight, Elena Nichele, Svenja Adolphs, Jérémie Clos, Giovanni Schiazza

Abstract read
In one paragraph

Article in Applied Corpus Linguistics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

17 citing papers in PubMed.

  1. Evaluation of the Community Urgent Eyecare Service in Greater Manchester, Including the Impact of Independent Prescribing.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2026
    Article
  2. Article
  3. Shame-Sensitive Public Health.The Journal of medical humanities · 2025
    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

8 authors.

Emma McClaughlinSchool of English, University of Nottingham, Nottingham, NG7 2RD, United Kingdom.
Sara Vilar-LluchSchool of English, University of Nottingham, Nottingham, NG7 2RD, United Kingdom.
Tamsin ParnellSchool of English, University of Nottingham, Nottingham, NG7 2RD, United Kingdom.
Dawn KnightSchool of English, Communication and Philosophy, Cardiff University, Cardiff, CF10 3EU, United Kingdom.
Elena NicheleSchool of Computer Science, University of Nottingham, Nottingham NG7 2RD, United Kingdom.
Svenja AdolphsSchool of English, University of Nottingham, Nottingham, NG7 2RD, United Kingdom.
Jérémie ClosSchool of Computer Science, University of Nottingham, Nottingham NG7 2RD, United Kingdom.
Giovanni SchiazzaSchool of Computer Science, University of Nottingham, Nottingham NG7 2RD, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the reception of public health messages in public-facing communications is of key importance to health agencies in managing crises, pandemics, and other health threats. Established public health communications strategies including self-efficacy messaging, fear appeals, and moralising messaging were all used during the Coronavirus pandemic. We explore the reception of public health messages to understand the efficacy of these established messaging strategies in the COVID-19 context. Taking a community-focussed approach, we combine a corpus linguistic analysis with methods of wider engagement, namely, a public survey and interactions with a Public Involvement Panel to analyse this type of real-world public health discourse. Our findings indicate that effective health messaging content provides manageable instructions, which inspire public confidence that following the guidance is worthwhile. Messaging that appeals to the audience's morals or fears in order to provide a rationale for compliance can be polarising and divisive, producing a strongly negative emotional response from the public and potentially undermining social cohesion. Provenance of the messaging alongside text-external political factors also have an influence on messaging uptake. In addition, our findings highlight key differences in messaging uptake by audience age, which demonstrates the importance of tailored communications and the need to seek public feedback to test the efficacy of messaging with the relevant demographics. Our study illustrates the value of corpus linguistics to public health agencies and health communications professionals, and we share our recommendations for improving the public health messaging both in the context of the ongoing pandemic and for future novel and re-emerging infectious disease outbreaks.

Indexed as

Corpus analysisCOVID-19Digital humanitiesPublic health messagingPublic involvement panel

Identifiers

PMID37521321
PMCPMC9630298

What OpenQuestion holds

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Registered trials

None linked

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.