Evidence map›Paper›PMID 41104407›Full record

ArticleFrontiers in psychology2025

Exploring differences between groove and catchiness.

Toni A Bechtold, Ben Curry, Maria A G Witek

Abstract read
In one paragraph

Article in Frontiers in 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

3 authors.

Toni A BechtoldDeparment of Music, University of Birmingham, Birmingham, United Kingdom.
Ben CurryDeparment of Music, University of Birmingham, Birmingham, United Kingdom.
Maria A G WitekDeparment of Music, University of Birmingham, Birmingham, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Groove and catchiness play a significant role in popular music, and a series of studies has shown that they are positively related. In this study, we explored the limits of this relationship: when are groove and catchiness not related, and which musical factors promote one but not the other? To address the first question, we focused on duration: groove (an urge to move along to music) is thought to require representation of meter and repetition, and thus a certain duration, while catchiness is thought to act within fractions of a second. Methods: In a listening experiment, 92 participants rated 54 AI-generated music excerpts that varied in style, tempo, and duration (1 second and 10 seconds) on urge to move, pleasure, and catchiness. Additionally, they assigned the stimuli to one or more of 13 popular music styles and completed a recognition task. To examine the influence of musical characteristics, we measured 18 audio features of the music. We analyzed these data using Results and discussion: Even the 1-second excerpts elicited some urge to move-though less than for 10-second excerpts, while catchiness ratings were on average similar across durations. Catchiness and urge to move ratings were correlated even in the 1-second condition. These findings suggest a complex, reciprocal relationship between catchiness and the urge to move in listeners, which we partly explain through a distinction between 'transient' and 'sustained' catchiness. We identified some music-related factors that affected only one of the two ratings: rhythmic information and tempo affected urge to move only. In contrast, recognizability substantially increased catchiness but had little effect on the urge to move. Four out of 13 popular music styles (as perceived by participants) affected catchiness but not the urge to move, while three out of 18 audio features affected one but not the other. In summary, while we found further support for a positive relationship between groove and catchiness, this relationship is constrained by duration and certain musical characteristics, which can affect the two responses to music differently.

Indexed as

AI musiccatchinessgroovemusic psychologyurge to move

Identifiers

PMID41104407
PMCPMC12521210

What OpenQuestion holds

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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 OpenQuestion graph.