Evidence map›Paper›PMID 41454048›Full record

Observational studyScientific reports2025

Trends in problematic gambling among school-aged adolescents based on three Spanish nationwide population-based studies (2018-2023): a gender-based analysis of risk and protective factors.

Domingo Palacios-Ceña, Lidiane Lima Florencio, María Palacios-Ceña, Valentín Hernández-Barrera, Isabel Jiménez-Trujillo, Carmen Gallardo-Pino, Pilar Carrasco-Garrido

Abstract readObservational Study
In one paragraph

Observational study in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

7 authors.

Domingo Palacios-CeñaResearch Group of Humanities and Qualitative ResearPhysical Medicine and Rehabilitationch in Health Science, Department of Physical Therapy, Occupational Therapy, Physical Medicine and Rehabilitation,Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain.
Lidiane Lima FlorencioResearch Group in Drug Epidemiology (RESEPMED) , Universidad Rey Juan Carlos , Alcorcón, Madrid, Spain. lidiane.florencio@urjc.es.
María Palacios-CeñaResearch Group of Humanities and Qualitative ResearPhysical Medicine and Rehabilitationch in Health Science, Department of Physical Therapy, Occupational Therapy, Physical Medicine and Rehabilitation,Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain.
Valentín Hernández-BarreraResearch Group in Drug Epidemiology (RESEPMED) , Universidad Rey Juan Carlos , Alcorcón, Madrid, Spain.
Isabel Jiménez-TrujilloResearch Group in Drug Epidemiology (RESEPMED) , Universidad Rey Juan Carlos , Alcorcón, Madrid, Spain.
Carmen Gallardo-PinoResearch Group in Drug Epidemiology (RESEPMED) , Universidad Rey Juan Carlos , Alcorcón, Madrid, Spain.
Pilar Carrasco-GarridoResearch Group in Drug Epidemiology (RESEPMED) , Universidad Rey Juan Carlos , Alcorcón, Madrid, Spain.

Funding

Ministerio de Sanidad, Consumo y Bienestar Social SUBV24/00027
6 · The paper itself

Abstract

This observational study investigated the prevalence and associated factors of problematic gambling (PG) among adolescents aged 14 to 18 years old who reported gambling in the past 12 months, using data from three Spanish Nationwide Population-Based studies (ESTUDES) conducted between 2018 and 2023. The associations between PG and socio-demographic characteristics, as well as variables related to videogames, internet use (esports, gaming disorder, excessive internet use), gambling forms, and type of games, were analyzed. The prevalence of PG decreased between 2018 and 2023 (4.74% vs. 4.03%, P < .001). A higher probability of PG was associated with land-based gambling (OR 10.67; 95% CI 9.59-11.87), online gambling (OR 5.31; 95% CI 4.62-6.10), being male (OR 2.58; 95% CI 2.27-2.93), having parents with no formal education (OR 2.05, 95% CI 1.49-2.82), being 17-18 years old (OR 1.67; 95% CI 1.52-1.83), and meeting the criteria for internet gaming disorder (IGD) (OR 1.98; 95% CI 1.72-2.27). Furthermore, adolescents with compulsive internet use (CIU) were less likely to present PG compared to those without CIU (OR 0.49; 95% CI 0.44-0.54). Gender differences were observed in the likelihood of PG: spectating and playing esports were associated with higher odds of PG in females (OR 1.62 and 2.16, respectively), but lower odds in males (OR 0.77 for both activities).

Indexed as

GamblingInternet Addiction DisorderAdolescentBehavior, AddictiveFemaleHumansMalePrevalenceProtective FactorsRisk FactorsSex FactorsSpainVideo GamesAdolescentGambling(MeSH): addictive behaviorObservational studyProblem gambling

Identifiers

PMID41454048
PMCPMC12847767

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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 Socratic graph.