Evidence map›Paper›PMID 41761170›Full record

ArticleBMC public health2026

​​Trends in self-reported headache disorder in Spain between 2006 and 2023: the role of sociodemographic factors.

Miguel Á Huerta, Jose A Moral-Munoz, Masahito Katsuki, Yasuhiko Matsumori, Alejandro Salazar

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Miguel Á HuertaDepartment of Pharmacology and Neurosciences Institute (Biomedical Research Center), University of Granada, Granada, Spain.ORCID http://orcid.org/0000-0003-2842-0085
Jose A Moral-MunozDepartment of Nursing and Physiotherapy, University of Cadiz, Cadiz, Spain. joseantonio.moral@uca.es.ORCID http://orcid.org/0000-0002-6465-982X
Masahito KatsukiInsight Science Foundation Ireland Research Centre for Data Analytics, School of Human and Health Performance, Dublin City University, Dublin, Ireland.ORCID http://orcid.org/0000-0002-0192-5430
Yasuhiko MatsumoriSendai Headache and Neurology Clinic, Sendai, Miyagi, Japan.ORCID http://orcid.org/0000-0001-5852-0146
Alejandro SalazarBiomedical Research and Innovation Institute of Cadiz (INiBICA), Cadiz, Spain.ORCID http://orcid.org/0000-0001-9567-462X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionHeadache conditions impose a significant global socioeconomic burden; however, long-term trends in their prevalence remain underexplored. This study aimed to analyze the evolution in self-reported headache disorder (SRHD) in Spain from 2006 to 2023, focusing on its relationship with demographic factors (sex, age, and social class) and the potential impact of the COVID-19 pandemic.

methodsA repeated cross-sectional study using seven national health surveys in Spain (2006–2023; 37,429 − 41,929 participants) analyzed SRHD adjusted by sex, age, social class, and education. Trends were tested with the Mann–Kendall method.

resultsSRHD prevalence declined from 14.5% in 2006 to 10.8% in 2023, showing a negative, non-significant trend (total τ = − 0.62, p = 0.07; physician-diagnosed τ = − 0.33, p = 0.38). The reduction was more evident among women, older adults, and individuals from lower socioeconomic groups. Prevalence was approximately 2.5-fold higher in women, peaked between 25 and 54 years, was lowest in the youngest (15–24) and oldest (> 75) groups, and decreased with higher social class and education. The 2020 data point, collected during the COVID-19 pandemic, deviated from the trend but was not a statistical outlier, and its exclusion reduced the magnitude of the downward slope without altering its non-significant nature.

conclusionSRHD prevalence showed a non-significant decline over the past 17 years in Spain. The reduction was more evident among women, older adults, and lower socioeconomic groups, indicating that demographic and social determinants may shape these temporal dynamics.

Indexed as

Headache DisordersSelf ReportAdolescentAdultAgedCOVID-19Cross-Sectional StudiesFemaleHealth SurveysHumansMaleMiddle AgedPrevalenceSociodemographic FactorsSocioeconomic Disparities in HealthSocioeconomic FactorsChronic diseaseEpidemiologyEuropeMigrainePain

Identifiers

PMID41761170
PMCPMC13049755

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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.