Synth Science

Evidence map

Groove: what the evidence base looks like

11 publications, 0 of them trials and 0 syntheses. This page describes the shape of that literature rather than summarising its conclusions.

Updated 3 min read 11 citations

What the evidence on groove is made of Of 11 publications on this topic, the breakdown by study type: 11 other. 11other (11)
11 publications, by study type. Volume is not strength — the same count can be a settled question or a pile of commentary, and which one it is depends almost entirely on this breakdown. Harvested from PubMed and Crossref; publication type as recorded by the source.

What this literature is made of

A reasonable volume of literature, but weighted towards reviews and observational work rather than trials. That is enough to describe a phenomenon and rarely enough to establish that an intervention works.

The distinction that matters most is between synthesis and primary research. A meta-analysis pools trials and is the closest thing to a settled answer a field produces. A narrative review is one group's reading of the same material and can be selective without being dishonest. Counting them together, which most citation counts do, obscures exactly the thing you want to know.

When the groove literature was published Publication years for the 11 papers on this topic, grouped into bands from before 2015 through to 2023 onwards. 2015-20195 papers2023 onwards3 papers2020-20222 papersBefore 20151 papers
Still active. The most recent paper here is from 2024, so this is a field where an answer written today may not hold for long. Publication years as recorded by PubMed and Crossref.

How this page is built

Everything above is computed from the citations this site harvested from PubMed and Crossref, not written by hand. When the weekly harvest finds a new paper on this topic, these counts change and the characterisation changes with them. That is the point: a hand-written claim about how strong an evidence base is starts decaying the day it is written.

Publication type is taken as the source records it. That is imperfect — journals label inconsistently, and a paper indexed as a "review" may be a systematic one — so treat the bands as approximate. They are accurate enough to distinguish a trial literature from a commentary literature, which is the distinction that matters.

The strongest work on this topic

Ordered by study design first, then recency. The full set is listed in the references below.

  1. Filling In: Syncopation, Pleasure and Distributed Embodiment in Groove — Witek M, 2016, journal article
  2. The Effect of Microtiming Deviations on the Perception of Groove in Short Rhythms — Davies M, Madison G, Silva P et al., 2012, journal article
  3. Move Your Body! Low-frequency Amplitude and Syncopation Increase Groove Perception in House Music — Duncan S, Orgs G, 2024, journal article
  4. Electrophysiological Activity Associated with a Cross-Modal Anapaest Rhythm: Evidence for the Vestibular Syncopation Hypothesis — Todd N, Keller P, Govender S et al., 2024, journal article
  5. Syncopation as structure bootstrapping: the role of asymmetry in rhythm and language — Fiorin G, Delfitto D, 2024, journal article
  6. Syncopation and Groove in Polyphonic Music — Sioros G, Madison G, Cocharro D et al., 2022, journal article
  7. A Critical Cross-cultural Study of Sensorimotor and Groove Responses to Syncopation Among Ghanaian and American University Students and Staff — Witek M, Liu J, Kuubertzie J et al., 2020, journal article
  8. Anticipatory Syncopation in Rock: A Corpus Study — Tan I, Lustig E, Temperley D, 2019, journal article
  9. Microtiming and Mental Effort — Skaansar J, Laeng B, Danielsen A, 2019, journal article
  10. Modelling Microtiming Beat Variations with Pulse-Coupled Oscillators — Mcguiness A, 2015, journal article
How much research is there on groove?
11 publications are indexed here, of which 0 are trials and 0 are syntheses.
Does more research mean a stronger conclusion?
No. Composition matters more than volume — five randomised trials support a claim far better than fifty commentaries, and citation counts do not distinguish between them.
How current is this?
The most recent paper indexed here is from 2024. The set is refreshed weekly from PubMed and Crossref.
Why does this page not tell me the answer?
Because summarising a literature into a conclusion requires reading it, and doing that automatically is how confident nonsense gets published. This page tells you how much weight a conclusion could bear; the articles on this site do the interpreting.

References

Every citation below links to the original peer-reviewed record on PubMed or via DOI. Nothing here is a substitute for medical advice.

  1. Filling In: Syncopation, Pleasure and Distributed Embodiment in Groove Witek M · Music Analysis · 2016 · Journal article DOI
  2. The Effect of Microtiming Deviations on the Perception of Groove in Short Rhythms Davies M, Madison G, Silva P, et al. · Music Perception · 2012 · Journal article DOI
  3. Electrophysiological Activity Associated with a Cross-Modal Anapaest Rhythm: Evidence for the Vestibular Syncopation Hypothesis Todd N, Keller P, Govender S, et al. · Timing & Time Perception · 2024 · Journal article DOI
  4. Move Your Body! Low-frequency Amplitude and Syncopation Increase Groove Perception in House Music Duncan S, Orgs G · Music Perception: An Interdisciplinary Journal · 2024 · Journal article DOI
  5. Syncopation as structure bootstrapping: the role of asymmetry in rhythm and language Fiorin G, Delfitto D · Frontiers in Psychology · 2024 · Journal article DOI
  6. Syncopation and Groove in Polyphonic Music Sioros G, Madison G, Cocharro D, et al. · Music Perception · 2022 · Journal article DOI
  7. A Critical Cross-cultural Study of Sensorimotor and Groove Responses to Syncopation Among Ghanaian and American University Students and Staff Witek M, Liu J, Kuubertzie J, et al. · Music Perception · 2020 · Journal article DOI
  8. Anticipatory Syncopation in Rock: A Corpus Study Tan I, Lustig E, Temperley D · Music Perception · 2019 · Journal article DOI
  9. Microtiming and Mental Effort Skaansar J, Laeng B, Danielsen A · Music Perception · 2019 · Journal article DOI
  10. Modelling Microtiming Beat Variations with Pulse-Coupled Oscillators Mcguiness A · Timing & Time Perception · 2015 · Journal article DOI
  11. Quantifying Microtiming Patterning and Variability in Drum Kit Recordings Hellmer K, Madison G · Music Perception · 2015 · Journal article DOI