Evidence map›Paper›PMID 40807872›Full record

ArticleSensors (Basel, Switzerland)2025

Method for Assessing Numbness and Discomfort in Cyclists' Hands.

Flavia Marrone, Nicole Sanna, Giacomo Zanoni, Neil J Mansfield, Marco Tarabini

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

5 authors.

Flavia MarroneDepartment of Mechanical Engineering, Politecnico di Milano, 20156 Milano, Italy.ORCID 0000-0003-3854-759X
Nicole SannaDepartment of Mechanical Engineering, Politecnico di Milano, 20156 Milano, Italy.
Giacomo ZanoniDepartment of Mechanical Engineering, Politecnico di Milano, 20156 Milano, Italy.
Neil J MansfieldDepartment of Engineering, Nottingham Trent University, Nottingham NG11 8NS, UK.ORCID 0000-0001-6769-1721
Marco TarabiniDepartment of Mechanical Engineering, Politecnico di Milano, 20156 Milano, Italy.ORCID 0000-0002-2640-1764

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Road irregularities generate vibrations that are transmitted to cyclists' hands. This paper describes a purpose-designed laboratory setup and data processing method to assess vibration-induced numbness and discomfort. The rear wheel of a road bike was coupled with a smart trainer for indoor cycling, while the front wheel was supported by a vibrating platform to simulate road-bike interaction. The vibrotactile perception threshold (VPT) is measured in the fingers, and a questionnaire was used to assess the discomfort in different parts of the hand using a unipolar scale. To validate the method, ten male volunteers underwent two one-hour cycling sessions, one for each of the two handlebar designs tested. VPT was measured in the index and little fingers of the right hand at 8 and 31.5 Hz before and after each session, while the discomfort questionnaire was completed at the end of each session. The discomfort scores showed a strong inter-subject variability, indicating the necessity to combine them with the objective measurements of the VPT, which is shown to be sensitive in identifying the perception shift due to vibration exposure and the differences between the fingers. This study demonstrates the effectiveness of the proposed method for assessing hand numbness and discomfort in cyclists.

Indexed as

BicyclingHandHypesthesiaAdultFingersHumansMaleSurveys and QuestionnairesVibrationYoung Adultcyclingcyclist palsydiscomforthandlebarhand-transmitted vibration (HTV)numbnesstemporary threshold shift (TTS)vibrotactile perception threshold (VPT)

Identifiers

PMID40807872
PMCPMC12349262

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.