Evidence map›Paper›PMID 42307624›Full record

Observational studyRevista de saude publica2026

Regional variation and factors associated with average expenditure per headache disorder hospitalization in Brazil: a macrocosting analysis in the SUS (2008-2023).

Jesuély Spieckert de Souza, Vanise Grassi, Marcos Otávio Brum Antunes, Mariana Cristina Ribeiro, Vinicius da Silva Lessa de Oliveira, Adriel Brandão, João José Freitas de Carvalho, Frederico Friedrich

Abstract readObservational Study
In one paragraph

Observational study in Revista de saude publica, 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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0cells of the map it votes in
0citing papers in PubMed
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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

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

8 authors.

Jesuély Spieckert de SouzaPontifícia Universidade Católica do Rio Grande do Sul. Escola de Medicina. Programa de Pós-Graduação em Pediatria e Saúde da Criança. Porto Alegre, RS, Brazil.ORCID http://orcid.org/0000-0002-9319-5710
Vanise GrassiPontifícia Universidade Católica do Rio Grande do Sul. Escola de Medicina. Programa de Pós-Graduação em Pediatria e Saúde da Criança. Porto Alegre, RS, Brazil.ORCID http://orcid.org/0000-0002-9859-9167
Marcos Otávio Brum AntunesPontifícia Universidade Católica do Rio Grande do Sul. Escola de Medicina. Programa de Pós-Graduação em Pediatria e Saúde da Criança. Porto Alegre, RS, Brazil.ORCID http://orcid.org/0000-0001-8873-2385
Mariana Cristina RibeiroPontifícia Universidade Católica do Rio Grande do Sul. Escola de Medicina. Programa de Pós-Graduação em Pediatria e Saúde da Criança. Porto Alegre, RS, Brazil.ORCID http://orcid.org/0009-0006-9945-6877
Vinicius da Silva Lessa de OliveiraPontifícia Universidade Católica do Rio Grande do Sul. Escola de Medicina. Programa de Pós-Graduação em Pediatria e Saúde da Criança. Porto Alegre, RS, Brazil.ORCID http://orcid.org/0000-0001-8981-0576
Adriel BrandãoPontifícia Universidade Católica do Rio Grande do Sul. Escola de Medicina. Programa de Pós-Graduação em Pediatria e Saúde da Criança. Porto Alegre, RS, Brazil.ORCID http://orcid.org/0000-0001-5023-353X
João José Freitas de CarvalhoCentro Universitário Christus. Faculdade de Medicina. Fortaleza, CE, Brazil.ORCID http://orcid.org/0000-0002-1070-5552
Frederico FriedrichPontifícia Universidade Católica do Rio Grande do Sul. Escola de Medicina. Programa de Pós-Graduação em Pediatria e Saúde da Criança. Porto Alegre, RS, Brazil.ORCID http://orcid.org/0000-0001-6939-0340

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo quantify the total expenditure on hospitalizations due to headache disorders within the Brazilian Unified Health System (SUS) and to identify the sociodemographic, clinical, and regional factors associated with the average expenditure per hospitalization.

methodsThis observational study used SIH-SUS data from 2008 to 2023. Expenditures were inflation-adjusted and categorized by sex, age, and ICD-10 diagnosis. Given the extreme positive asymmetry of the expenditure data, a Generalized Linear Model with a Gamma family and log link function was used to identify adjusted expenditure multipliers.

resultsTotal expenditure reached BRL 77,643,809.55. The highest volume was concentrated among females (65.7%) and the 19-59 age group (66.1%). The Generalized Linear Model revealed that patients aged 60 years or older had a 21% higher expenditure multiplier (multiplier = 1.21) per event. The South Region showed a structurally 73.7% higher expenditure multiplier (Multiplier = 1.737) per event, even after adjustment for complexity. Vascular headache not elsewhere classified (247.2% higher) and status migrainosus (124.8% higher) were the costliest diagnoses. Crude rate analysis showed the South Region with the highest utilization rate (108.0 hospitalizations per 100,000 inhabitants).

conclusionThe high adjusted expenditure multipliers in the South/Southeast and the long median stays in the North/Northeast point to structural inequalities in the cost and timeliness of care provision. Public policies must reinforce specialized outpatient management to reduce high-cost hospitalizations and promote equitable resource allocation.

Indexed as

Headache DisordersHealth ExpendituresHospitalizationAdolescentAdultAgedBrazilFemaleHumansMaleMiddle AgedNational Health ProgramsSociodemographic FactorsSocioeconomic FactorsYoung Adult

Identifiers

PMID42307624
PMCPMC13271209

What OpenQuestion holds

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Registered trials

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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.