Evidence map›Paper›PMID 41829422›Full record

ArticleSensors (Basel, Switzerland)2026

Fully Screen-Printed Pressure Sensing Insole-From Proof of Concept to Scalable Manufacturing.

Piotr Walter, Andrzej Pepłowski, Filip Budny, Sandra Lepak-Kuc, Jerzy Szałapak, Tomasz Raczyński, Mateusz Korona, Zeeshan Zulfiqar, Andrzej Kotela, Małgorzata Jakubowska

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

10 authors.

Piotr WalterPrinted Electronics, Textronics & Assembly Lab, Centre for Advanced Materials and Technologies CEZAMAT, Warsaw University of Technology, 19 Poleczki, 02-822 Warsaw, Poland.ORCID 0000-0002-6533-8163
Andrzej PepłowskiPrinted Electronics, Textronics & Assembly Lab, Centre for Advanced Materials and Technologies CEZAMAT, Warsaw University of Technology, 19 Poleczki, 02-822 Warsaw, Poland.ORCID 0000-0001-8760-2669
Filip BudnyPrinted Electronics, Textronics & Assembly Lab, Centre for Advanced Materials and Technologies CEZAMAT, Warsaw University of Technology, 19 Poleczki, 02-822 Warsaw, Poland.ORCID 0000-0001-9246-781X
Sandra Lepak-KucPrinted Electronics, Textronics & Assembly Lab, Centre for Advanced Materials and Technologies CEZAMAT, Warsaw University of Technology, 19 Poleczki, 02-822 Warsaw, Poland.ORCID 0000-0001-5465-2985
Jerzy SzałapakInstitute of Mechanics and Printing, Faculty of Mechanical and Industrial Technology, Warsaw University of Technology, 85 Narbutta, 02-524 Warsaw, Poland.ORCID 0000-0002-9115-9994
Tomasz RaczyńskiPrinted Electronics, Textronics & Assembly Lab, Centre for Advanced Materials and Technologies CEZAMAT, Warsaw University of Technology, 19 Poleczki, 02-822 Warsaw, Poland.ORCID 0000-0001-7192-6642
Mateusz KoronaInstitute of Mechanics and Printing, Faculty of Mechanical and Industrial Technology, Warsaw University of Technology, 85 Narbutta, 02-524 Warsaw, Poland.ORCID 0009-0005-9034-138X
Zeeshan ZulfiqarClinic of Rehabilitation and Orthopedics, Department of Rehabilitation and Physiotherapy, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.ORCID 0009-0001-8967-1737
Andrzej KotelaFaculty of Medicine, Collegium Medicum, Cardinal Stefan Wyszynski University in Warsaw, Wóycickiego 1/3, 01-938 Warsaw, Poland.ORCID 0000-0003-3282-7486
Małgorzata JakubowskaPrinted Electronics, Textronics & Assembly Lab, Centre for Advanced Materials and Technologies CEZAMAT, Warsaw University of Technology, 19 Poleczki, 02-822 Warsaw, Poland.ORCID 0000-0002-9549-0385

Funding

National Centre for Research and Development TECHMATSTRATEG-III/0032/2019
6 · The paper itself

Abstract

Continuous plantar-pressure monitoring is important for objective gait analysis and early detection of abnormal loading; however, many existing solutions remain laboratory-bound (force plates and instrumented walkways) or rely on costly in-shoe multilayer sensor arrays. Here, we developed and optimized a fully screen-printed pressure-sensing insole based on carbon-polymer nanocomposite layers, with an emphasis on manufacturability and process control to bridge the gap between proof-of-concept force-sensitive resistor (FSR)-based insoles and scalable printed-electronics manufacturing workflows. Composite pastes containing carbon fillers (graphene nanoplatelets, carbon black, and graphite) were formulated to improve sensor repeatability and sensitivity. Sensors were characterized under compression loads from 100 N to 1300 N, showing a sensitivity of 10.5 ± 2.8 Ω per 100 N and a sheet-to-sheet coefficient of variation of 22.1% in resistance response. The effects of paste composition, screen mesh density, electrode layout, and lamination on sensitivity and repeatability were systematically evaluated. In addition, correlation analysis of resistance values from integrated quality-control meanders proved useful for monitoring screen-printing process stability. The final insole integrates printed carbon sensing pads and contacts, a dielectric spacer, and an adhesive layer in a thin, flexible format suitable for integration with wearable electronics. In practical static-load tests, repeated manual placement of weights yielded coefficients of variation as low as 4% at 500 g and a detection limit of ~0.1 N, comparable to a very light finger touch. These results demonstrate that low-cost screen-printed electronics can provide robust pressure sensing for wearable plantar-pressure monitoring.

Indexed as

graphene-based nanocompositesplantar pressure sensingpressure sensing insoleprinted electronicsscreen-printed sensorswearable gait monitoring

Identifiers

PMID41829422
PMCPMC12987220

What OpenQuestion holds

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LicenceCC BY
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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.