Evidence map›Paper›PMID 42306214›Full record

ArticleFrontiers in psychology2026

Socio-psychological predictors of school dropout intention among Italian adolescents: evidence from a large-scale study.

Federica Ruzzante, Riccardo Loconte, Marcella Romeo, Gianluca Sesso, Sonia D'Arcangelo, Francesca Maggi, Emiliano Ricciardi, Pietro Pietrini

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. 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
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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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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.

Federica Ruzzante *MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy.
Riccardo Loconte *MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy.
Marcella Romeo *MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy.
Gianluca Sesso *MoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy.
Sonia D'ArcangeloNeuroscience Lab, Intesa Sanpaolo Innovation Center S.p.A., Torino, Italy.
Francesca MaggiNeuroscience Lab, Intesa Sanpaolo Innovation Center S.p.A., Torino, Italy.
Emiliano RicciardiMoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy.
Pietro PietriniMoMiLab Research Unit, IMT School for Advanced Studies Lucca, Lucca, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: School dropout is the premature interruption or extended completion of education, posing significant challenges for both individuals and educational systems worldwide. Methods: This study explores how psychosocial factors influence the intention to dropout of school among 2,646 students from 13 secondary schools in Italy. By assessing individual (e.g., personality, behavior, mental health) and environmental (e.g., family, school context) factors, the study seeks to understand the role of psychological distress in dropout intentions. Specifically, individual factors were measured through the Youth Self-Report, Bergen Social Media Addiction Scale, Internet Gaming Disorder Scale, Eating Attitude Test, Hikikomori Questionnaire, and Big Five Inventory-10. Environmental factors were measured using the Word Health Organization Quality of Life, Parental Bonding Inventory, and the Questionnaire de dépistage d'élèves à risque de décrochage scolaire. Socio-demographic factors and social desirability bias (using the Impression Management scale from the Balanced Inventory of Desirability Responding) were also measured. Results: Multiple linear regression analyses, controlling for gender, socioeconomic status, age, and social desirability, revealed family supervision as a crucial protective factor against dropout. Conversely, attention-related issues such as impulsivity and difficulty concentrating were strong predictors of dropout intentions, indicating their detrimental effect on academic performance and study habits. Discussion: These findings highlight the importance of family involvement and mental health support to reduce dropout rates. Addressing both environmental and psychological factors is critical for promoting student retention and academic success.

Indexed as

adolescenceenvironmental factorsindividual factorsmental healthpsychopathologyschool dropout

Identifiers

PMID42306214
PMCPMC13267494

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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.