Evidence map›Paper›PMID 41235053›Full record

ArticleJournal of preventive medicine and hygiene2025

The effects of social isolation and problematic social media use on well-being in a sample of young Italian gamblers.

Marta Floridi, Fabio Ferretti, Natale Canale, Claudia Marino, Allison Uvelli, Giacomo Lazzeri

Abstract read
In one paragraph

Article in Journal of preventive medicine and hygiene, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Marta FloridiDepartment of Medical Sciences, Surgery and Neurosciences, University of Siena, Italy.
Fabio FerrettiDepartment of Medical Sciences, Surgery and Neurosciences, University of Siena, Italy.
Natale CanaleDepartment of Developmental and Social Psychology. University of Padova, Italy.
Claudia MarinoDepartment of Developmental Psychology and Socialisation, University of Padova, Padova, Italy.
Allison UvelliDepartment of Medical Sciences, Surgery and Neurosciences, University of Siena, Italy.
Giacomo LazzeriDepartment of Molecular and Developmental Medicine, University of Siena, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Gambling, especially when problematic, has been observed to have a significant impact on mental health, social relationships, and well-being in general. Social isolation and problematic social media use (PSMU) have also been identified as risk factors affecting psychological well-being, with a potential link to gambling that may intensify the impact on well-being, especially among adolescents. However, the interaction between these factors remains poorly explored, especially in younger populations. This study aims to investigate the effects of social isolation and problematic social media use on psychological well-being in a sample of adolescents, focusing on how these factors interact and influence well-being according to different engagement in gambling. Methods: We analyzed data from the 2021/2022 Italian Health Behaviour in School-aged Children study in Tuscany Region. A cross-sectional study was conducted on 1,265 Tuscan adolescents aged 15-17 years, divided into three groups according to gambling behavior: non-gamblers, occasional gamblers and problem gamblers. Participants completed self-report questionnaires to assess well-being, social isolation, and PSMU. Data were analyzed using clustering methods, descriptive statistics, and path analysis to explore the relationships among these variables. Results: The study identified three distinct groups of gamblers: non-gamblers (74.3%), casual gamblers (10.0%) and problem gamblers (15,7%). Contrary to expectations, problem gamblers reported the highest well-being scores, suggesting potential compensatory mechanisms or subjective perceptions masking underlying vulnerabilities. Social isolation had a negative impact on well-being in all groups, with the strongest effects observed in casual gamers. Problematic social media use did not show significant differences between groups, but was associated with lower well-being in all groups. An unexpected positive interaction between social isolation and PSMU was found in problem gamblers, indicating a unique reinforcing relationship in this group. Discussion: The results highlight the complex interaction between gambling behavior, social isolation, and problematic social media use in influencing adolescents' well-being. While social isolation consistently reduced well-being, problematic gamblers showed higher well-being scores, potentially due to developmental factors or maladaptive coping mechanisms. Conclusion: The study emphasizes the need for further research to better understand these relationships, particularly in the context of online gambling and social media use, to provide targeted interventions for at-risk adolescents.

Indexed as

GamblingSocial IsolationSocial MediaAdolescentCross-Sectional StudiesFemaleHumansItalyMaleSurveys and QuestionnairesGamblingSocial isolationSocial mediaWell-being

Identifiers

PMID41235053
PMCPMC12606532

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 OpenQuestion graph.