ArticlePloS one2016
Kinematic Origins of Motor Inconsistency in Expert Pianists.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The biomechanics of piano playing: a systematic review of kinematic, kinetic, and electromyographic literature.Frontiers in psychology · 2025Pooled it
- Neuromuscular and biomechanical functions subserving finger dexterity in musicians.Scientific reports · 2019Trial
- Decomposition of a complex motor skill with precise error feedback and intensive training breaks expertise ceiling.Communications biology · 2025Article
- Evolution, biomechanics, and neurobiology converge to explain selective finger motor control.Physiological reviews · 2024Review
- Noncontact and High-Precision Sensing System for Piano Keys Identified Fingerprints of Virtuosity.Sensors (Basel, Switzerland) · 2022Article
- Detecting task-relevant spatiotemporal modules and their relation to motor adaptation.PloS one · 2022Article
- Exhausting repetitive piano tasks lead to local forearm manifestation of muscle fatigue and negatively affect musical parameters.Scientific reports · 2021Article
- Quantitative analysis of piano performance proficiency focusing on difference between hands.PloS one · 2021Article
- Factors of choking under pressure in musicians.PloS one · 2021Article
- Detecting the relevance to performance of whole-body movements.Scientific reports · 2017Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
For top performers, including athletes and musicians, even subtle inconsistencies in rhythm and force during movement production decrease the quality of performance. However, extensive training over many years beginning in childhood is unable to perfect dexterous motor performance so that it is without any error. To gain insight into the biological mechanisms underlying the subtle defects of motor actions, the present study sought to identify the kinematic origins of inconsistency of dexterous finger movements in musical performance. Seven highly-skilled pianists who have won prizes at international piano competitions played a short sequence of tones with the right hand at a predetermined tempo. Time-varying joint angles of the fingers were recorded using a custom-made data glove, and the timing and velocity of the individual keystrokes were recorded from a digital piano. Both ridge and stepwise multiple regression analyses demonstrated an association of the inter-trial variability of the inter-keystroke interval (i.e., rhythmic inconsistency) with both the rotational velocity of joints of the finger used for a keystroke (i.e., striking finger) and the movement independence between the striking and non-striking fingers. This indicates a relationship between rhythmic inconsistency in musical performance and the dynamic features of movements in not only the striking finger but also the non-striking fingers. In contrast, the inter-trial variability of the key-descending velocity (i.e., loudness inconsistency) was associated mostly with the kinematic features of the striking finger at the moment of the keystroke. Furthermore, there was no correlation between the rhythmic and loudness inconsistencies. The results suggest distinct kinematic origins of inconsistencies in rhythm and loudness in expert musical performance.
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