Evidence map›Paper›PMID 41616128›Full record

ArticleJMIR research protocols2026

The Effect of Evening Technology Use on Objective Sleep in Older Adults: Protocol for a Crossover Randomized Controlled Trial.

Sarah Nauman Ghazi, Anders Behrens, Joakim Niklasson, Johan Sanmartin Berglund, Peter Anderberg

Abstract readClinical Trial Protocol
In one paragraph

Article in JMIR research protocols, 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

5 authors.

Sarah Nauman GhaziDepartment of Health, Blekinge Institute of Technology, Karlskrona, Sweden, 46 455385499.ORCID 0000-0001-8114-8813
Anders BehrensDepartment of Health, Blekinge Institute of Technology, Karlskrona, Sweden, 46 455385499.ORCID 0000-0002-9099-0348
Joakim NiklassonDepartment of Health, Blekinge Institute of Technology, Karlskrona, Sweden, 46 455385499.ORCID 0000-0001-8585-2218
Johan Sanmartin BerglundDepartment of Health, Blekinge Institute of Technology, Karlskrona, Sweden, 46 455385499.ORCID 0000-0003-4312-2246
Peter AnderbergDepartment of Health, Blekinge Institute of Technology, Karlskrona, Sweden, 46 455385499.ORCID 0000-0001-9870-8477

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Evening technology use (ETU) has been associated with sleep disturbances, often attributed to blue light exposure and cognitive arousal. However, most of the existing evidence focuses on younger populations and relies primarily on subjective measures. As older adults increasingly engage with both passive and active technology use, it is important to investigate how ETU impacts objective sleep. Currently, there is also a limited understanding of how particular evening digital activities, especially active versus passive engagement, affect objective sleep in older adults. Objective: This study aims to investigate the impact of exposure to ETU on both objective and subjective sleep outcomes in older adults. Methods: This is a randomized crossover trial involving approximately 55 adults aged 60-75 years from the ongoing Swedish National Study on Aging and Care - Blekinge. Each participant will undergo 3 one-week intervention periods: active ETU, passive ETU, and a nondigital activity (book reading), with one-week washout periods in between. The order of interventions will be randomized. Sleep will be assessed using a home-based electroencephalography device (MUSE headband) and daily self-reports. Primary outcomes are sleep onset latency and wake after sleep onset. Secondary outcomes include objective measures such as total sleep time, sleep efficiency, and time spent in REM, deep, and light sleep, subjective sleep quality, adherence, and perception of the intervention and comfort of using the objective measurement tool, that is, the electroencephalography headband. Linear mixed-effects models (with fixed effects for condition and period and a random participant intercept) were used to analyze crossover effects on sleep outcomes. Results: Participant recruitment and data collection began in the fall of 2025 and will continue through summer 2026 or until the target sample size is reached. Data collection is scheduled to be completed by spring 2027. Results will include participant flow, baseline characteristics, adherence data, and comparative analyses of the 3 intervention conditions. Within-subject statistical models will be used to evaluate differences in sleep outcomes and investigate the associations between ETU and sleep quality. Conclusions: This crossover study will clarify how active and passive ETU, compared with a nondigital activity, relate to objective sleep in older adults. Findings will inform simple, practical recommendations for technology use before bed in late life.

Indexed as

SleepAgedCross-Over StudiesElectroencephalographyFemaleHumansMaleMiddle AgedRandomized Controlled Trials as TopicSleep DurationSleep QualitySwedencross-over randomized controlled trialeHealth.gerontechnologyolder adultssleeptechnology use

Identifiers

PMID41616128
PMCPMC12857899

What Socratic holds

Textmetadata
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 Socratic graph.