Evidence map›Paper›PMID 42788058›Full record

ArticleJournal of health monitoring2026

Subjective sleep quality in association with psychosocial resources and stressors in Germany - an exploratory data analysis of the NRW Health Survey 2024.

Daria Kozica, Anja Viehmann, Jonas Weidtmann, Brigitte Borrmann

Abstract read
In one paragraph

Article in Journal of health monitoring, 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
–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

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

4 authors.

Daria KozicaState Office for Health and Occupational Safety North Rhine-Westphalia, Health Reporting Unit, Bochum.
Anja ViehmannState Office for Health and Occupational Safety North Rhine-Westphalia, Health Reporting Unit, Bochum.
Jonas WeidtmannState Office for Health and Occupational Safety North Rhine-Westphalia, Health Reporting Unit, Bochum.
Brigitte BorrmannState Office for Health and Occupational Safety North Rhine-Westphalia, Health Reporting Unit, Bochum.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: To date, numerous factors that affect sleep quality and duration have been identified, including physical and mental health conditions. However, there is an urgent need for effective approaches to counteract the rising prevalence of poor sleep quality. Methods: As part of a representative population survey (NRW Health Survey 2024), data were collected from 2,002 adults in North Rhine-Westphalia (NRW), Germany, on sleep quality, health status, substance use, and individual resources and stressors. Results: Poor sleep quality affected 36.9 % of the participants. In the logistic model, positive associations were observed between subjectively poor sleep quality and, among other factors, being female, depression/depressive moods, and increased levels of loneliness. A sense of autonomy and competence appear to be protective factors. Conclusion: Associations between poor sleep quality and depression, and between psychosocial resources and stressors, suggest that mental health is a key factor in determining the underlying causes of poor sleep quality. Possible interactions should also be taken into account. In particular, strengthening psychosocial resources should be given greater attention at all levels of prevention.

Indexed as

AdultsDepressionGermanyLonelinessMental healthProtective factorsSleep quality

Identifiers

PMID42788058
PMCPMC13604028

What OpenQuestion holds

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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.