Evidence map›Paper›PMID 40940447›Full record

ArticleScientific reports2025

Love, laugh, life-the effect of empathy on the processing of emotion-label, emotion-laden and neutral abstract words.

Linda Espey, Laura Bechtold, Marta Ghio

Abstract read
In one paragraph

Article in Scientific reports, 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

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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

3 authors.

Linda EspeyInstitute of Experimental Psychology, Faculty of Mathematics and Natural Sciences, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Laura BechtoldInstitute of Experimental Psychology, Faculty of Mathematics and Natural Sciences, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Marta GhioInstitute of Experimental Psychology, Faculty of Mathematics and Natural Sciences, Heinrich Heine University Düsseldorf, Düsseldorf, Germany. marta.ghio@hhu.de.ORCID http://orcid.org/0000-0002-7481-7182

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While there is accumulating evidence that emotional words are processed faster than neutral words, findings regarding processing differences between emotion-label and emotion-laden words are inconsistent, potentially due to uncontrolled word- or participant-specific characteristics. We therefore analyzed lexical decision reaction times for emotion-label, emotion-laden, and neutral abstract words, while controlling for subjective differences in word valence, arousal, concreteness, and interoception, as well as considering inter-individual differences in empathy. We neither replicated the facilitatory emotionality effect for emotion-label or emotion-laden compared to neutral word processing nor found evidence for a reaction time difference between emotion-label and -laden words. Notably, however, results showed a word type-specific effect of empathy: Participants reacted faster to specifically emotion-label words, the higher their empathy. Additional exploratory analyses confirmed a word-type-specific gradual pattern, with stronger association of emotion-label than emotion-laden than neutral words with absolute valence, arousal and interoception. These analyses yet again revealed a word-type-specific modulation by empathy, wherein emotion-label words' ratings were significantly enhanced by empathy. Individual differences in empathy thus seem to affect specifically the processing of emotion-label words and the evaluation of their affective properties. Our findings underline the importance to consider word- and participant-specific characteristics in research on the semantic processing of emotional abstract words.

Indexed as

EmotionsEmpathyLaughterLoveAdultArousalFemaleHumansMaleReaction TimeYoung AdultEmotionalityEmotion-labelEmotion-ladenEmpathyLexical decision taskRatings

Identifiers

PMID40940447
PMCPMC12432158

What Socratic holds

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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.