Evidence map›Paper›PMID 37459095›Full record

ArticleJAMA network open2023

Heading Frequency and Risk of Cognitive Impairment in Retired Male Professional Soccer Players.

Shima Espahbodi, Eef Hogervorst, Tara-Mei Povall Macnab, Ahmed Thanoon, Gwen Sacha Fernandes, Bonnie Millar, Ashley Duncan, Maria Goodwin, Mark Batt, Colin W Fuller and 5 more

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 17 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 2 pooled it
5.8field-weighted citation impact, top 3% of its field
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, 2 syntheses or guidelines pooled it, 27 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Engaging Teenage Grassroots Soccer Players in Sports-Related Concussion Education.Health expectations : an international journal of public participation in health care and health policy · 2026
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  17. Errors in the Byline.JAMA network open · 2023
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors at 6 institutions in 1 country.

Shima EspahbodiAcademic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK.
Eef HogervorstNCSEM, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.
Tara-Mei Povall MacnabAcademic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK.
Ahmed ThanoonAcademic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK.
Gwen Sacha FernandesAcademic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK.
Bonnie MillarAcademic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK.
Ashley DuncanNational Institute for Health Research ARC EM, University of Nottingham, Nottingham, UK.
Maria GoodwinNCSEM, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.
Mark BattCentre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Nottingham, Nottingham, UK.
Colin W FullerColin Fuller Consultancy Ltd, Sutton Bonington, UK.
Gordon FullerCentre for Urgent and Emergency Research, University of Sheffield, Sheffield, UK.
Eamonn FergusonPain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK.
Tobias BastPain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK.
Michael DohertyAcademic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK.
Weiya ZhangAcademic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK.
University of Nottingham · GBLoughborough University · GBNational Institute for Health Research · GBNottingham Biomedical Research Centre · GBVersus Arthritis · GBUniversity of Sheffield · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Although professional soccer players appear to be at higher risk of neurodegenerative disease, the reason remains unknown. Objective: To examine whether heading frequency is associated with risk of cognitive impairment in retired professional soccer players. Design, Setting, and Participants: A UK nationwide cross-sectional study was conducted between August 15, 2020, and December 31, 2021, in 459 retired male professional soccer players older than 45 years and registered with the Professional Footballers' Association or a League Club Players' Association. Exposure: Data on heading frequency in 3 bands-0 to 5, 6 to 15, and more than 15 times per match or training session and other soccer-specific risk factors, such as player position and concussion-were collected through a self-reported questionnaire. Main Outcomes and Measures: Cognitive impairment was defined using the Telephone Interview for Cognitive Status-modified as scores of less than or equal to 21. Hopkins Verbal Learning Test, verbal fluency, and independent activities of daily living were also assessed. Test Your Memory and physician-diagnosed dementia/Alzheimer disease were self-reported via the questionnaire. Adjusted odds ratios (AORs) with 95% CIs were calculated. Results: Of 468 retired male professional soccer players who completed questionnaires (mean [SD] age, 63.68 [10.48]; body mass index, 27.22 [2.89]), 459 reported heading frequency: 114 headed 0 to 5 times, 185 headed 6 to 15 times, 160 headed more than 15 times per match, and 125 headed 0 to 5 times, 174 headed 6 to 15 times, and 160 headed more than 15 times per training session during their careers. The prevalence of cognitive impairment was 9.78% (0-5 times), 14.78% (6-15 times), and 15.20% (>15 times) per match (P = .51). Compared with players reporting 0 to 5 headers per match, the AORs were 2.71 (95% CI, 0.89-8.25) for players reporting 6 to 15 headers per match and 3.53 (95% CI, 1.13-11.04) for players reporting more than 15 headers per match (P = .03 for trend). Corresponding AORs for heading frequency per training session were 2.38 (95% CI, 0.82-6.95) for those reporting 6 to 15, and 3.40 (95% CI, 1.13-10.23) for those reporting more than 15 in comparison with those who reported 0 to 5 (P = .03 for trend). Concussion involving memory loss was also associated with a greater risk of cognitive impairment (AOR, 3.16; 95% CI, 1.08-9.22). Similar results were observed with other cognitive tests and self-reported physician-diagnosed dementia/Alzheimer disease. Conclusions and Relevance: The findings of this study suggest that repetitive heading during a professional soccer career is associated with an increased risk of cognitive impairment in later life. Further study is needed to establish the upper threshold for heading frequency to mitigate this risk.

Indexed as

Alzheimer DiseaseBrain ConcussionCognitive DysfunctionNeurodegenerative DiseasesSoccerActivities of Daily LivingCross-Sectional StudiesHumansMaleMiddle Aged

Identifiers

PMID37459095
PMCPMC10352859
OpenAlexW4384561049

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.