Evidence map›Paper›PMID 40831581›Full record

ArticleHealth psychology and behavioral medicine2025

The influence of smartphone reduction on heart rate variability: a secondary analysis from a randomised controlled trial.

Rachel Dale, Katja Haider, Jasminka Majdandžić, Andreas Hoenigl, Julia Schwab, Christoph Pieh

Registry-linked trialAbstract read
In one paragraph

Article in Health psychology and behavioral medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06353451 (Smartphone Screen Time Reduction Improves Mental Health), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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.

NCT06353451 nacompletednot on this map

Smartphone Screen Time Reduction Improves Mental Health: A Randomized Clinical Trial

TypeinterventionalSponsorDanube University KremsRan2023 to 2024Enrolled111ConditionsHealth BehaviorArmsDigital Detox
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

6 authors.

Rachel DaleDepartment for Psychosomatic Medicine and Psychotherapy, University for Continuing Education Krems, Krems an der Donau, Austria.ORCID https://orcid.org/0000-0003-0526-8834
Katja HaiderDepartment for Psychosomatic Medicine and Psychotherapy, University for Continuing Education Krems, Krems an der Donau, Austria.ORCID https://orcid.org/0000-0001-7530-180X
Jasminka MajdandžićDepartment for Psychosomatic Medicine and Psychotherapy, University for Continuing Education Krems, Krems an der Donau, Austria.ORCID https://orcid.org/0000-0002-8696-5369
Andreas HoeniglFaculty of Medicine and Dentistry, Danube Private University, Krems an der Donau, Austria.ORCID https://orcid.org/0009-0005-5395-0805
Julia SchwabFaculty of Medicine and Dentistry, Danube Private University, Krems an der Donau, Austria.ORCID https://orcid.org/0009-0003-9065-0102
Christoph PiehDepartment for Psychosomatic Medicine and Psychotherapy, University for Continuing Education Krems, Krems an der Donau, Austria.ORCID https://orcid.org/0000-0003-2708-303X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite the benefits smartphone technology offers, our phones are available to us almost all of the time and excessive smartphone use may be linked to problematic behaviours and mental illness symptoms. Therefore management of our daily screen time is integral to wellbeing in the digital era. Design: A recent randomised controlled trial (NCT06353451) randomised university students (N = 111) to either reduce their daily phone use (intervention) or continue use as normal (control). Using a cross-over design, the control group later received the intervention. The results demonstrated that reducing smartphone use to <2hrs/day improved self-reported mental health, as compared to a control group with no change in screentime. Methods: The aim of this paper was a secondary analysis of daily heart rate variability data (HRV) measured with Fitbit devices to assess physiological changes during the intervention. A total of 45 participants provided baseline, intervention and follow-up HRV data. Mental health variables were measured using standardised questionnaires. Results: A linear multilevel regression indicated HRV significantly declined during the intervention compared to baseline. HRV during the intervention significantly correlated with craving and sleep quality. Conclusions: This may suggest that participants are experiencing a response akin to withdrawal from a behavioural addiction. Importantly, participants reported improved mental wellbeing, suggesting benefits of controlled smartphone use, but our findings provide a deeper insight into the processes underlying reduction in smartphone use and suggest craving and sleep hygiene may be important factors to additionally consider in future studies.

Indexed as

cravingdigitalfitness trackerHRVPhysiologyRCT

Identifiers

PMID40831581
PMCPMC12360053

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Registered trials

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.