Evidence map›Paper›PMID 41027980›Full record

ArticleScientific reports2025

Muscle fatigue assessment using surface electromyography in farm operations performed in protected cultivation.

Srinidhi G, K N Agrawal, Sweeti Kumari, R R Potdar, N S Chandel, K V Ramana Rao, Karan Singh, Manoj Kumar

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. [Cluster-guided adaptive Transformer for muscle fatigue prediction].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2026
    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

8 authors.

Srinidhi GAgricultural Mechanization Division, ICAR-Central Institute of Agricultural Engineering, Bhopal, India. reddysrinidhig1997@gmail.com.ORCID https://orcid.org/0009-0008-8459-8391
K N AgrawalAICRP-FIM, Agricultural Mechanization Division, ICAR-Central Institute of Agricultural Engineering, Bhopal, India.
Sweeti KumariAgricultural Mechanization Division, ICAR-Central Institute of Agricultural Engineering, Bhopal, India.
R R PotdarAgricultural Mechanization Division, ICAR-Central Institute of Agricultural Engineering, Bhopal, India.
N S ChandelAgricultural Mechanization Division, ICAR-Central Institute of Agricultural Engineering, Bhopal, India.
K V Ramana RaoIrrigation and Drainage Engineering Division, ICAR-Central Institute of Agricultural Engineering, Bhopal, India.
Karan SinghAgro Produce Processing Division, ICAR-Central Institute of Agricultural Engineering, Bhopal, India.
Manoj KumarAgricultural Mechanization Division, ICAR-Central Institute of Agricultural Engineering, Bhopal, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The agricultural operations such as digging, transplanting and weeding in protected cultivation are performed by both female and male workers. The posture adopted during these operations such as forward bending and squatting leads to the involvement of various muscle groups and leads to continuous exertion. Excessive loading and long working hours result in work related musculoskeletal disorders. Surface electromyography (sEMG) is a useful tool to measure and correlate muscle fatigue experienced by workers during these operations. In the present study,twelve workers (six female and six male) performed digging, transplanting and weeding operations using both traditional and improved tools inside a polyhouse (560 m

Indexed as

AgricultureElectromyographyMuscle FatigueMuscle, SkeletalAdultFarmersFarmsFemaleHumansMaleMuscleMuscular fatigue assessmentOccupational healthProtected cultivationSurface EMG

Identifiers

PMID41027980
PMCPMC12484682

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.