Evidence map›Paper›PMID 41785198›Full record

ArticleObesity facts2026

Design, Methods, and Pilot Baseline Results of the SEÍSMO Study: A School-Based Cluster Randomized Controlled Trial to Prevent Pediatric Obesity among Disadvantaged Communities in Spain.

Genís Según, Mar Ribera-Sanuy, Jan Ródenas-Gálvez, Paula Berruezo, Pol Soley-Cascales, Miranda Betés-Suárez, Sílvia Torres, Clara Homs, Marta Bueno, Miguel Valiente-Pascual and 10 more

Abstract read
In one paragraph

Article in Obesity facts, 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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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

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5 · Who and what money

Authors and funding

20 authors.

Genís SegúnGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Mar Ribera-SanuyGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Jan Ródenas-GálvezGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Paula BerruezoGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Pol Soley-CascalesGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Miranda Betés-SuárezGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Sílvia TorresGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Clara HomsGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Marta BuenoGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Miguel Valiente-PascualGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Antonio Varajão-CardosoGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Gisela López-IglesiasGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Mónica AznarDepartment of Musical, Plastic and Corporal Expression, Faculty of Education, University of Zaragoza, Zaragoza, Spain.
Daniel Mateos-LuqueGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Berta Mas-RiberaGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Gina Valdés-QuerolGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Lluc Fernández-CallaoGasol Foundation Europe, Sant Boi de Llobregat, Spain.
Sergi FríasCoboi Lab, Sant Boi de Llobregat, Spain.
Helmut SchröderCIBER Epidemiology and Public Health (CIBERESP), Carlos III Health Institute, Barcelona, Spain.
Santi F GómezGasol Foundation Europe, Sant Boi de Llobregat, Spain, sgomez@gasolfoundation.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPediatric obesity is a major health issue with a growing worldwide trend since 1990. The present study aims to describe the design, methods, and pilot baseline results of a school-based obesity-prevention intervention implemented in disadvantaged communities.

methodsThe SEÍSMO study integrates two stages: the first stage includes baseline and follow-up assessments for 11,139 children aged 6-12, evaluated at baseline between 2020 and 2024 in 120 Spanish schools. The second stage is a 6-year cluster randomized controlled trial (RCT) that incorporated the learnings of the first stage to assess from 2024 to 2041 two primary outcomes (z-score body mass index and waist-to-height ratio) and several secondary outcomes (healthy lifestyles, quality of life, academic performance, psychosocial determinants, psychological resilience, and weight stigma) will be evaluated at 12, 24, 36, and 48 months. A sample size of 56 clusters and 4,760 participants is needed, assuming an attrition rate of 35% by 36 months post-baseline, but an oversampling will result in 10,080 participants. In this stage will involve three recruitment editions (2024-2025, 2025-2026, 2026-2027) and will incorporate children aged 3-12 located in Catalonia, Spain. The intervention includes a total of 50 specific action groups. In both study stages, a follow-up will be conducted at 18 years of age, involving a total of 21,219 children.

conclusionsSEÍSMO first-stage participants present prevalences of severe obesity and abdominal obesity of 5.4% and 31.3%, respectively. There is an urgent need to have effective obesity-prevention with the capacity to reduce the current inequalities.

Indexed as

Health promotionPediatric obesityPreventionRandomized controlled trialVulnerable population

Identifiers

PMID41785198
PMCPMC13236059

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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.