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A brief and efficient stimulus set to create the inverted U-shaped relationship between rhythmic complexity and the sensation of groove

https://doi.org/10.1371/journal.pone.0266902
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s00221-019-05557-4openalex-snapshot
Neural entrainment is associated with subjective groove and complexity for performed but not mechanical musical rhythms
inferredcites →https://doi.org/10.1016/j.bandc.2013.03.003openalex-snapshot
Musical groove modulates motor cortex excitability: A TMS investigation
inferredcites →https://doi.org/10.1016/j.neubiorev.2013.08.003openalex-snapshot
Into the groove: Can rhythm influence Parkinson's disease?
inferredcites →https://doi.org/10.1016/j.neuroimage.2020.116768openalex-snapshot
The sensation of groove engages motor and reward networks
inferredcites →https://doi.org/10.1016/j.tics.2014.12.001openalex-snapshot
Predictions and the brain: how musical sounds become rewarding
inferredcites →https://doi.org/10.1016/j.tics.2018.10.006openalex-snapshot
Predictive Processes and the Peculiar Case of Music
inferredcites →https://doi.org/10.1037/a0024208openalex-snapshot
Sensorimotor coupling in music and the psychology of the groove.
inferredcites →https://doi.org/10.1037/a0024323openalex-snapshot
Modeling the tendency for music to induce movement in humans: First correlations with low-level audio descriptors across music genres.
inferredcites →https://doi.org/10.1037/xge0000708openalex-snapshot
Feel the bass: Music presented to tactile and auditory modalities increases aesthetic appreciation and body movement.
inferredcites →https://doi.org/10.1038/s41598-020-66529-1openalex-snapshot
Cultural Familiarity and Individual Musical Taste Differently Affect Social Bonding when Moving to Music
inferredcites →https://doi.org/10.1093/cercor/bhn042openalex-snapshot
Listening to Musical Rhythms Recruits Motor Regions of the Brain
inferredcites →https://doi.org/10.1098/rstb.2013.0402openalex-snapshot
Auditory rhythmic cueing in movement rehabilitation: findings and possible mechanisms
inferredcites →https://doi.org/10.1162/jocn.2007.19.5.893openalex-snapshot
Rhythm and Beat Perception in Motor Areas of the Brain
inferredcites →https://doi.org/10.1177/1029864919839172openalex-snapshot
Taste and familiarity affect the experience of groove in popular music
inferredcites →https://doi.org/10.1371/journal.pone.0094446openalex-snapshot
Syncopation, Body-Movement and Pleasure in Groove Music
inferredcites →https://doi.org/10.1371/journal.pone.0199604openalex-snapshot
Groove in drum patterns as a function of both rhythmic properties and listeners’ attitudes
inferredcites →https://doi.org/10.1371/journal.pone.0204539openalex-snapshot
The sensation of groove is affected by the interaction of rhythmic and harmonic complexity
inferredcites →https://doi.org/10.1525/mp.2006.24.2.201openalex-snapshot
Experiencing Groove Induced by Music: Consistency and Phenomenology
inferredcites →https://doi.org/10.1525/mp.2007.25.1.43openalex-snapshot
Perception and Production of Syncopated Rhythms
inferredcites →https://doi.org/10.1525/mp.2016.33.5.571openalex-snapshot
Audio Features Underlying Perceived Groove and Sensorimotor Synchronization in Music
inferredcites →https://doi.org/10.1525/mp.2020.38.1.46openalex-snapshot
Experience of Groove Questionnaire
inferredcites →https://doi.org/10.3389/fpsyg.2014.00894openalex-snapshot
What musicians do to induce the sensation of groove in simple and complex melodies, and how listeners perceive it
inferredcites →https://doi.org/10.3389/fpsyg.2014.01036openalex-snapshot
Syncopation creates the sensation of groove in synthesized music examples
inferredcites →https://doi.org/10.3389/fpsyg.2014.01111openalex-snapshot
Rhythmic complexity and predictive coding: a novel approach to modeling rhythm and meter perception in music
inferredcites →https://doi.org/10.3389/fpsyg.2016.01487openalex-snapshot
The Effect of Expert Performance Microtiming on Listeners' Experience of Groove in Swing or Funk Music
inferredcites →https://doi.org/10.3389/fpsyg.2018.00462openalex-snapshot
Optimal Tempo for Groove: Its Relation to Directions of Body Movement and Japanese nori
inferredcites →https://doi.org/10.7551/mitpress/6575.001.0001openalex-snapshot
Sweet Anticipation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4899990openalex-extracted
inferred← citeshttps://doi.org/10.1016/j.cognition.2025.106178openalex-snapshot
Beyond syncopation: The number of rhythmic layers shapes the pleasurable urge to move to music
inferred← citeshttps://doi.org/10.1016/j.cortex.2024.02.013openalex-snapshot
Oscillatory attention in groove
inferred← citeshttps://doi.org/10.1016/j.jsams.2025.01.014openalex-snapshot
Effects of perceived groove in music on cycling performance and intermuscular coherence between trunk and lower limb muscles
inferred← citeshttps://doi.org/10.1016/j.neubiorev.2023.105522openalex-snapshot
A review of psychological and neuroscientific research on musical groove
inferred← citeshttps://doi.org/10.1037/xhp0001087openalex-snapshot
An SEM approach to validating the psychological model of musical groove.
inferred← citeshttps://doi.org/10.1038/s41598-023-31692-8openalex-snapshot
Music that is used while studying and music that is used for sleep share similar musical features, genres and subgroups
inferred← citeshttps://doi.org/10.1038/s44159-024-00315-yopenalex-snapshot
Theoretical and empirical advances in understanding musical rhythm, beat and metre
inferred← citeshttps://doi.org/10.1038/s44271-025-00360-0openalex-snapshot
4/4 and more, rhythmic complexity more strongly predicts groove in common meters
inferred← citeshttps://doi.org/10.1073/pnas.2500494122openalex-snapshot
Predictive processes shape individual musical preferences
inferred← citeshttps://doi.org/10.1073/pnas.2502656122openalex-snapshot
Individuals with substance use disorders experience an increased urge to move to complex music
inferred← citeshttps://doi.org/10.1080/15290824.2023.2233969openalex-snapshot
Overcoming Stage Anxiety with a Solution-Focused Approach
inferred← citeshttps://doi.org/10.1080/23279095.2025.2459805openalex-snapshot
Sound-based rehabilitation of unilateral spatial neglect: A systematic review of the literature
inferred← citeshttps://doi.org/10.1093/oso/9780192896254.003.0033openalex-snapshot
The Experience of Musical Groove
inferred← citeshttps://doi.org/10.1098/rsos.240920openalex-snapshot
Rhythmic qualities of jazz improvisation predict performer identity and style in source-separated audio recordings
inferred← citeshttps://doi.org/10.1098/rsos.241501openalex-snapshot
Beyond perfect synchrony: shared interpersonal rhythmic timing enhances self-other merging judgements
inferred← citeshttps://doi.org/10.1101/2025.11.07.687225openalex-snapshot
The Effect of Musical Groove on Sensorimotor Network Cortical Dynamics during Active Tapping and Passive Listening
inferred← citeshttps://doi.org/10.1109/ieeeconf59510.2023.10335484openalex-snapshot
Listeners’ Perceived Emotions in Musical Excerpts with Ordered vs. Randomized Pitch and Register
inferred← citeshttps://doi.org/10.1111/desc.13360openalex-snapshot
The complexity‐aesthetics relationship for musical rhythm is more fixed than flexible: Evidence from children and expert dancers
inferred← citeshttps://doi.org/10.1111/ejn.16128openalex-snapshot
Dopamine dysregulation in Parkinson's disease flattens the pleasurable urge to move to musical rhythms
inferred← citeshttps://doi.org/10.1111/nyas.70129openalex-snapshot
An Active Inference Model of Meter Perception and the Urge to Move to Music
inferred← citeshttps://doi.org/10.1111/nyas.70186openalex-snapshot
Continuous Theta Burst to Supplementary Motor Area Modulates Groove
inferred← citeshttps://doi.org/10.1126/sciadv.adi2525openalex-snapshot
Neural dynamics of predictive timing and motor engagement in music listening
inferred← citeshttps://doi.org/10.1177/1877718x261469682openalex-snapshot
Social interaction enhances the pleasurable urge to move to music in people with Parkinson's disease
inferred← citeshttps://doi.org/10.1249/mss.0000000000003609openalex-snapshot
The Effect of Perceived Groove in Music on Effective Brain Connectivity during Cycling: An fNIRS Study
inferred← citeshttps://doi.org/10.1371/journal.pone.0303309openalex-snapshot
The perceived catchiness of music affects the experience of groove
inferred← citeshttps://doi.org/10.1371/journal.pone.0311877openalex-snapshot
Null effect of perceived drum pattern complexity on the experience of groove
inferred← citeshttps://doi.org/10.1371/journal.pone.0312030openalex-snapshot
The pleasurable urge to move to music is unchanged in people with musical anhedonia
inferred← citeshttps://doi.org/10.1523/jneurosci.0398-24.2024openalex-snapshot
Auditory Rhythm Encoding during the Last Trimester of Human Gestation: From Tracking the Basic Beat to Tracking Hierarchical Nested Temporal Structures
inferred← citeshttps://doi.org/10.1525/mp.2025.2466347openalex-snapshot
Tap, Move, or Dance? How Groove Ratings Differ Across Movement Descriptors
inferred← citeshttps://doi.org/10.31234/osf.io/298whopenalex-snapshot
Oscillatory Attention in Groove
inferred← citeshttps://doi.org/10.31234/osf.io/7envxopenalex-snapshot
The Pleasurable Urge to Move to Music is Unchanged in Musical Anhedonia
inferred← citeshttps://doi.org/10.31234/osf.io/bmfp6openalex-snapshot
A Review of Psychological and Neuroscientific Research on Musical Groove (2006−2022)
inferred← citeshttps://doi.org/10.31234/osf.io/fw7mhopenalex-snapshot
Sensorimotor Synchronization Increases Groove
inferred← citeshttps://doi.org/10.31234/osf.io/hgswnopenalex-snapshot
Stimulation Effects of Some Acoustical Musical Attributes on Beat-Synchronized Walking
inferred← citeshttps://doi.org/10.31234/osf.io/txy2fopenalex-snapshot
Rhythmic Qualities of Jazz Improvisation Predict Performer Identity and Style in Source-Separated Audio Recordings
inferred← citeshttps://doi.org/10.31234/osf.io/ukw8topenalex-snapshot
An SEM Approach to Validating the Psychological Model of Musical Groove
inferred← citeshttps://doi.org/10.31234/osf.io/vm4x5openalex-snapshot
4/4 and More: Groove in Uncommon Meters
inferred← citeshttps://doi.org/10.31811/ojomus.1864654openalex-snapshot
Rhythm teaching strategies in primary education: An exploratory study with Mexican teachers
inferred← citeshttps://doi.org/10.3389/fpsyg.2022.906190openalex-snapshot
The sweet spot between predictability and surprise: musical groove in brain, body, and social interactions
inferred← citeshttps://doi.org/10.3389/fpsyg.2023.1326773openalex-snapshot
Meaning-making and creativity in musical entrainment
inferred← citeshttps://doi.org/10.3389/fpsyg.2025.1642561openalex-snapshot
Exploring differences between groove and catchiness
inferred← citeshttps://doi.org/10.3389/fpsyg.2026.1803480openalex-snapshot
Embodied groove–synchrony model: movement context reshapes groove–synchrony coupling and its dominant timescale
inferred← citeshttps://doi.org/10.5334/joc.286openalex-snapshot
Feeling the Beat: Temporal Predictability is Associated with Ongoing Changes in Music-Induced Pleasantness
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