Evidence mapPaperPMID 42599567Full record

ArticleJournal of gambling studies2026

Trends and Gender Differences in Gambling with Money between 2018 and 2021: A Population-Based Study among 60,331 Spanish Adolescents.

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

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Article in Journal of gambling studies, 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

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Domingo Palacios-CeñaDepartment of Physical Therapy, Occupational Therapy, Physical Medicine and Rehabilitation, Research Group of Humanities and Qualitative Research in Health Science, Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain.ORCID http://orcid.org/0000-0003-0669-6339
Lidiane Lima FlorencioResearch Group in Drug Epidemiology (RESEPMED), Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain. lidiane.florencio@urjc.es.ORCID http://orcid.org/0000-0003-3290-3661
Valentín Hernández-BarreraResearch Group in Drug Epidemiology (RESEPMED), Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain.ORCID http://orcid.org/0000-0001-5790-1959
Spencer YeamansResearch Group in Drug Epidemiology (RESEPMED), Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain.ORCID http://orcid.org/0009-0000-6095-6563
Isabel Jiménez-TrujilloResearch Group in Drug Epidemiology (RESEPMED), Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain.ORCID http://orcid.org/0000-0002-9394-6799
Carmen Gallardo-PinoResearch Group in Drug Epidemiology (RESEPMED), Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain.ORCID http://orcid.org/0000-0003-0008-5123
Pilar Carrasco-GarridoResearch Group in Drug Epidemiology (RESEPMED), Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain.ORCID http://orcid.org/0000-0003-3000-6748

Funding

Ministerio de Sanidad, Consumo y Bienestar Social SUBV23/00035
6 · The paper itself

Abstract

This cross-sectional study aimed to describe the prevalence of gambling with money; the factors associated with gambling; and the time trends prevalence of gambling in the period 2018 to 2021 focusing on gender differences. Data from 60,331 adolescents from a Nationwide Population-Based Study (ESTUDES) conducted in 2019 and 2021 in Spain were analyzed. The main exposure was the self-report of gambling with money. We analyzed sociodemographic characteristics, gambling related variables, and videogames and internet related variables. Multivariable models adjusted for several variables, as gambling modalities or gender, were applied. Gambling with money declined generally among adolescents, but for some subgroups an increase was observed, as for videogames players, esports spectators or players (changes:2.4%, 1.3%, 1.8% respectively) and those with internet gaming disorders (change:1.0%) (P<.001). Among the associated factors with greater likelihood to report any type of gambling, the four with higher odds were: males compared to females (OR 3.71, 95%CI 3.39-4.06), aging 17-18 years old compared to 14-16 (OR 1.89, 95%CI 1.76-2.02), being an esports player compared to no use of videogame (OR 1.46, 95%CI 1.32-1.6) or having internet gaming disorder (OR 1.45, 95%CI 1.29-1.63). In female adolescents, the new profile with a higher likelihood of gambling includes videogame players, esport spectator and/or player, and presence of internet gaming disorders. Health and social services should aim to prevent and identify addictive behaviors early, especially in this new profile.

Indexed as

AdolescentGamblingGenderInternet Addiction Disorder(MeSH): Addictive BehaviorObservational study

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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 Socratic graph.