Evidence map›Paper›PMID 42371107›Full record

ArticleExperimental brain research2026

Trajectory dynamics and endpoint accuracy in targeted ballistic contractions.

Reem J Malik, Joongsuk J Kim, Basma Yacoubi, Evangelos A Christou

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Article in Experimental brain research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Reem J MalikDepartment of Applied Physiology and Kinesiology, University of Florida, Gainesville, FL, 32611, USA.
Joongsuk J KimDepartment of Applied Physiology and Kinesiology, University of Florida, Gainesville, FL, 32611, USA.
Basma YacoubiDepartment of Applied Physiology and Kinesiology, University of Florida, Gainesville, FL, 32611, USA.
Evangelos A ChristouDepartment of Applied Physiology and Kinesiology, University of Florida, Gainesville, FL, 32611, USA. eachristou@ufl.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although effort alters the neural commands driving ballistic contractions, its impact on endpoint accuracy remains poorly understood. Here, we examined how effort-related changes in trajectory fluctuations and inconsistency (trajectory dynamics) and muscle activation affect the accuracy of ballistic goal-directed contractions. Eighteen healthy young adults (26.4 ± 6.4 years; 9 women) performed ballistic isometric index finger abductions for 40 trials at each of the seven randomly assigned force levels (2, 5, 15, 30, 50, 70, 85% of maximum voluntary contraction; MVC). We quantified endpoint accuracy (bias error, absolute error), force trajectory dynamics, and first dorsal interosseous (FDI) muscle activity across different frequency bands. Bias error showed effort-dependent reversal of accuracy, with overshooting at low force levels, maximum accuracy at 30% MVC, and undershooting at high effort levels. Absolute force error decreased with effort, reflecting a 2/3rd power-law trend, indicating an improvement in accuracy with increasing force level regardless of the direction. Trajectory fluctuations and muscle activity changed with effort level, whereas an increase in 8-13 Hz electromyography (EMG) power predicted reductions in bias error from 2-30% MVC. These findings demonstrate an effort-dependent effect on endpoint accuracy and identify trajectory dynamics and muscle activation characteristics that explain endpoint accuracy changes in targeted ballistic contractions.

Indexed as

Isometric ContractionMuscle ContractionMuscle, SkeletalPsychomotor PerformanceAdultBiomechanical PhenomenaElectromyographyFemaleFingersHumansMaleYoung AdultBallistic contractionsElectromyographyEndpoint accuracyTrajectory fluctuations

Identifiers

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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.