Evidence map›Paper›PMID 40549956›Full record

ArticleJournal of behavioral addictions2025

Restless minds, restless nights: A 2-wave preliminary study on the associations between sleep quality, negative metacognitions and Problematic Smartphone Use.

Claudia Marino, Andrea Zagaria, Silvia Casale, Alessio Vieno, Natale Canale, Christian Franceschini, Giovanni Mansueto, Marcantonio M Spada

Abstract read
In one paragraph

Article in Journal of behavioral addictions, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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.

Claudia Marino1Department of Developmental and Social Psychology, University of Padova, Padova, Italy.ORCID 0000-0002-1127-3907
Andrea Zagaria2Department of Systems Medicine, Tor Vergata University of Rome, Rome, Italy.ORCID 0000-0002-3930-7371
Silvia Casale3Department of Health Sciences, University of Florence, Florence, Italy.ORCID 0000-0003-3823-9773
Alessio Vieno1Department of Developmental and Social Psychology, University of Padova, Padova, Italy.ORCID 0000-0003-4417-4822
Natale Canale1Department of Developmental and Social Psychology, University of Padova, Padova, Italy.ORCID 0000-0002-6032-0490
Christian Franceschini4Department of Medicine and Surgery, University of Parma, Parma, Italy.ORCID 0000-0002-9307-5209
Giovanni Mansueto3Department of Health Sciences, University of Florence, Florence, Italy.ORCID 0000-0002-9571-2486
Marcantonio M Spada5Division of Psychology, School of Applied Sciences, London South Bank University, London, UK.ORCID 0000-0003-4548-9578

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and aims: Research has shown a positive association between Problematic Smartphone Use (PSU) and poor sleep quality. However, extant literature has mostly relied on cross-sectional studies and little is known about the factors involved in the maintenance of PSU and connected sleep problems. The aim of this study was to model the associations between Negative Metacognitions about the uncontrollability and danger of excessive Smartphone Use (NMSU), poor sleep quality, and PSU using a 2-wave design. Methods: A total of 361 participants completed an online questionnaire at W1 and W2 (after six months). A cross-lagged panel model was estimated using SEM to examine the longitudinal interrelationships between poor sleep quality, two dimensions of PSU (i.e., Time spent - which covers addiction-like symptoms of PSU including withdrawal and salience, and Daily life interference - which assesses the negative effects of smartphone use on daily functioning, and NMSU. Results: Correlation analyses showed significant positive associations among PSU, NMSU and poor sleep quality at both waves. With regards to cross-lagged effects, only poor sleep quality at W1 significantly predicted NMSU at W2 (β = 0.202, p = 0.021). Discussion and conclusions: Contrary to previous studies, only a prospective effect of sleep quality on negative metacognitions, rather than bidirectional influence between the three variables, was observed. Sleep hygiene education and interventions based on Metacognitive therapy could be helpful to modify negative metacognitions in the context of PSU.

Indexed as

Internet Addiction DisorderMetacognitionSleep QualitySmartphoneAdolescentAdultFemaleHumansLongitudinal StudiesMaleMiddle AgedYoung AdultmetacognitionsProblematic Smartphone Usesleep quality

Identifiers

PMID40549956
PMCPMC12231452

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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.