Evidence map›Paper›PMID 41593188›Full record

ArticleScientific reports2026

Normal force in natural active touch correlates with fingertip stiffness.

Kaho Kurimoto, Evan Fitch, Astrid M L Kappers, Yoshihiro Tanaka

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Kaho KurimotoNagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya, 466-8555, Japan.
Evan FitchClemson University, 105 Sikes Hall, Clemson, SC, 29634-5124, USA.
Astrid M L KappersRobotics, Department of Mechanical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands.
Yoshihiro TanakaNagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya, 466-8555, Japan. tanaka.yoshihiro@nitech.ac.jp.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Through tactile sensations, we perceive the mechanical interactions between our body and the external world, which enable us to explore its physical properties such as shape, texture, hardness, and temperature. When we casually touch objects, we perceive their textures even without performing any specific task. Individuals employ different strategies when exploring an object with or without an explicit task. This study examined individual differences in baseline motion patterns. Skin characteristics significantly influence tactile perception and friction coefficients. Thus, it can be inferred that skin properties are also related to motion characteristics. This study focuses on skin stiffness and investigates its relationship with normal force during natural stroking of a textured surface. The experimental results for thirty participants aged 18-25 years showed a significant correlation between the normal force used and skin stiffness of the fingertip. This indicates that individuals with stiffer skin tend to apply a larger normal force, while those with softer skin apply a smaller one. We also revealed that fingertip skin stiffness varies more widely than finger size, and finger size does not correlate with the normal force. Therefore, we conclude that skin stiffness is a key factor affecting the normal force applied during natural touch.

Indexed as

FingersTouchTouch PerceptionAdolescentAdultFemaleHumansMaleYoung Adult

Identifiers

PMID41593188
PMCPMC12905374

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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.