Evidence map›Paper›PMID 41577805›Full record

ArticleScientific reports2026

Emotional-Familiarity processing fluency moderates the Anxiety-Resilience association: evidence from a Chinese Cross-Sectional survey.

Hongshan Liu, Yinghua Jin, Huan He

Abstract read
In one paragraph

Article in Scientific reports, 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

3 authors.

Hongshan LiuDept. of Interdisciplinary Arts, Sahmyook University, 815 Hwarang-ro, Nowon-gu, Seoul, Republic of Korea.
Yinghua JinDept. of Interdisciplinary Arts, Sahmyook University, 815 Hwarang-ro, Nowon-gu, Seoul, Republic of Korea. 925babyshan@gmail.com.
Huan HeDept. of Interdisciplinary Arts, Sahmyook University, 815 Hwarang-ro, Nowon-gu, Seoul, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Music is widely used as an emotion regulation resource, yet music preference is often conceptualized as a stable taste rather than as a context-sensitive processing tendency expressed under affective demand. Drawing on processing fluency and experiential engagement frameworks, the present study examined whether an experiential music preference composite-integrating emotional connectedness and familiarity-modulates the association between anxiety and psychological resilience. Across specifications, the anxiety-resilience association increased as MF_EF increased; this conditional pattern was most evident for state anxiety, whereas the incremental moderating contribution in trait-anxiety models was smaller after accounting for MF_04. These results suggest that emotionally meaningful and familiar music engagement may be better characterized as a conditional experiential resource that becomes salient under transient anxiety, rather than a uniform buffer. These findings refine feature-level accounts of music-based emotion regulation by distinguishing experiential engagement from structural preference processes, while also underscoring the correlational nature of the evidence and the need for longitudinal and cross-cultural validation.

Indexed as

AnxietyEmotionsMusicRecognition, PsychologyResilience, PsychologicalChinaCross-Sectional StudiesEast Asian PeopleFemaleHumansMaleSurveys and QuestionnairesFeature-specific music processing preferencesMelodic harmony preferencePreference for emotionally connected musicPreference for familiar musicPsychological resilienceState-trait anxiety

Identifiers

PMID41577805
PMCPMC12901049

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.