Evidence map›Paper›PMID 41291860›Full record

ArticleBMC psychology2025

Digital emotional regulation paradox: a cross-sectional study on mindful technology use moderates the relationship between social media emotional content exposure and psychological resilience.

Lidia Sandra

Abstract read
In one paragraph

Article in BMC psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

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

1 author.

Lidia SandraPsychology Department, Faculty of Social Sciences and Humanities, Universitas Bali Dwipa, Bali, Indonesia. lidiasandra@balidwipa.ac.id.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSocial media's emotional content has sparked concerns about its psychological impact. While many strategies focus on reducing screen time, this study explores how mindful and intentional technology use can shape users' emotional responses. We propose the "Digital Emotional Regulation Paradox," which refers to the idea that greater emotional exposure does not necessarily harm mental health when users engage with social media mindfully.

methodsThis cross-sectional study was conducted in Indonesia namely Jakarta, Yogyakarta, and Bali among 450 adults aged 18 to 65. Participants completed validated and custom-developed scales assessing emotional content exposure, psychological resilience, mindful technology use, and emotional contagion susceptibility. Data were analyzed using structural equation modeling (SEM) to test moderation hypotheses.

resultsMindful technology use significantly moderated the impact of negative emotional content on resilience (β = 0.32, p < 0.001). Participants with higher mindful use showed stronger resilience even when exposed to negative content. This supports the paradoxical idea that mindful engagement can buffer digital emotional stress. Susceptibility to emotional contagion further shaped this relationship.

conclusionsThe findings challenge the assumption that reducing digital exposure is the best path to mental health. Instead, the way individuals use technology mindfully and reflectively may matter more than how much they use it. However, the cross-sectional design limits causal interpretation, highlighting the need for longitudinal or experimental research to confirm these pathways. These insights offer practical implications for digital mental health programs, user education, and platform policies.

Indexed as

Emotional RegulationEmotionsMindfulnessResilience, PsychologicalSocial MediaAdolescentAdultAgedCross-Sectional StudiesFemaleHumansIndonesiaMaleMiddle AgedYoung AdultDigital emotional regulationDigital mental healthDigital wellbeingEmotional contagionMindful technology usePsychological resilienceSocial mediaStructural equation modelling

Identifiers

PMID41291860
PMCPMC12751459

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.