Evidence map›Paper›PMID 40156031›Full record

ArticleChild and adolescent psychiatry and mental health2025

Network analysis of loneliness, mental, and physical health in Czech adolescents.

Zdenek Meier, Jakub Helvich, Jana Furstova, Lukas Novak, Dana Purova, Radka Zidkova, Peter Tavel

Abstract read
In one paragraph

Article in Child and adolescent psychiatry and mental health, 2025. 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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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

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.

Zdenek MeierOlomouc University Social Health Institute, Palacky University in Olomouc, Univerzitni 244/22, 771 11, Olomouc, Czech Republic.
Jakub HelvichOlomouc University Social Health Institute, Palacky University in Olomouc, Univerzitni 244/22, 771 11, Olomouc, Czech Republic.
Jana FurstovaOlomouc University Social Health Institute, Palacky University in Olomouc, Univerzitni 244/22, 771 11, Olomouc, Czech Republic.
Lukas NovakOlomouc University Social Health Institute, Palacky University in Olomouc, Univerzitni 244/22, 771 11, Olomouc, Czech Republic. lukas.novak@oushi.upol.cz.
Dana PurovaOlomouc University Social Health Institute, Palacky University in Olomouc, Univerzitni 244/22, 771 11, Olomouc, Czech Republic.
Radka ZidkovaOlomouc University Social Health Institute, Palacky University in Olomouc, Univerzitni 244/22, 771 11, Olomouc, Czech Republic.
Peter TavelOlomouc University Social Health Institute, Palacky University in Olomouc, Univerzitni 244/22, 771 11, Olomouc, Czech Republic.

Funding

ERDF/ESF project DigiWELL CZ.02.01.01/00/22_008/0004583
6 · The paper itself

Abstract

backgroundThe increasing urgency to address rising loneliness among adolescents has become a critical issue, underscoring the need for further studies on its association with mental and physical health. The objective was to examine the changes in loneliness and its relation to mental and physical health issues in three adolescent age groups.

methodsA total sample of 14,588 Czech pupils (50.7% boys, mean age 13.6 ± 1.7 years) in grades 5, 7 and 9 was used from a representative dataset of the Health Behaviour in School-aged Children (HBSC) study. The network analysis based on undirected graphical models was used as an exploratory technique to assess and test the structure of the data.

resultsThe association between loneliness and health decreased with age. There was a significant positive association between loneliness, feeling low, and irritability. No significant direct association between loneliness and physical health complaints was found.

conclusionFurther studies, preferably of longitudinal character, are needed to confirm the changes in associations between loneliness and mental and physical health outcomes.

Indexed as

AdolescentsHBSCLonelinessMental healthNetwork analysisPhysical health

Identifiers

PMID40156031
PMCPMC11954233

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LicenceCC BY
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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.