Evidence map›Paper›PMID 42043092›Full record

ArticleSports (Basel, Switzerland)2026

Predictive Factors of Mental Health in Athletes from the Paralympic Preparation Program During Social Isolation: The Role of Sleep, Competitive Status, and Motivation.

Eduarda Coelho, Carla Lourenço, Antonino Pereira, Maria Isabel Mourão-Carvalhal, Sandra Fonseca

Abstract read
In one paragraph

Article in Sports (Basel, Switzerland), 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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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

5 authors.

Eduarda CoelhoResearch Center in Sports Sciences, Health Sciences and Human Development (CIDESD), 5001-801 Vila Real, Portugal.
Carla LourençoUniversity of Beira Interior (UBI), 6201-001 Covilhã, Portugal.ORCID 0000-0002-4128-069X
Antonino PereiraCentre for Studies in Education and Innovation (CI&DEI), School of Education, Polytechnic Institute of Viseu, 3504-510 Viseu, Portugal.ORCID 0000-0002-3088-8413
Maria Isabel Mourão-CarvalhalResearch Center in Sports Sciences, Health Sciences and Human Development (CIDESD), 5001-801 Vila Real, Portugal.ORCID 0000-0002-9205-3294
Sandra FonsecaResearch Center in Sports Sciences, Health Sciences and Human Development (CIDESD), 5001-801 Vila Real, Portugal.ORCID 0000-0001-9468-7269

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic posed unprecedented challenges for elite athletes, disrupting training routines and affecting mental health. This study examined the impact of social isolation on training, sleep, motivation, and psychological well-being among Portuguese Paralympic athletes.

methodsForty-five athletes (31.36 ± 10.81 years) from the Paralympic Preparation Program participated, divided into the Paralympic Preparation Project (PPP;

resultsDaily training duration declined by 34.3% (

conclusionsMaintaining biological routines, particularly sleep and motivation, supports mental health under social isolation. Higher well-being among PPP athletes underscores the need for targeted interventions for less experienced athletes. Sports organizations should prioritize sleep hygiene and psychological support to mitigate vulnerability during crises.

Indexed as

COVID-19group effectlinear regressionmental healthparalympic sportsleep

Identifiers

PMID42043092
PMCPMC13119857

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Registered trials

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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.