Evidence map›Paper›PMID 40566311›Full record

ArticleInternational journal of environmental research and public health2025

Predictors of Low Back Pain Risk Among Farmers in Rural Communities of Loja, Ecuador.

Isabel Masson Palacios, Israel Vinueza-Fernandez, Samuel-Olegario Iñiguez-Jiminez, Mario J Grijalva, Benjamin R Bates

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 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.

Isabel Masson PalaciosEscuela de Fisioterapia, Facultad de Ciencias Médicas, de la Salud y la Vida, Universidad Internacional del Ecuador, Quito 170150, Ecuador.
Israel Vinueza-FernandezFacultad de Enfermería, Centro de Investigación para la Salud en América Latina (CISeAL), Pontifica Universidad Católica del Ecuador, Quito 170150, Ecuador.ORCID 0009-0003-0677-0356
Samuel-Olegario Iñiguez-JiminezFaculty of Healthy and Well-Being, School of Physical Therapy, Centro de Investigación para la Salud en América Latina (CISeAL), Pontifica Universidad Católica del Ecuador, Quito 170150, Ecuador.ORCID 0000-0002-4722-7611
Mario J GrijalvaInfectious and Tropical Disease Institute, Department of Biomedical Sciences, Heritage College of Osteopathic Medicine, Ohio University, Athens, OH 45701, USA.ORCID 0000-0003-1964-1425
Benjamin R BatesSchool of Communication Studies, Scripps College of Communication, Ohio University, Athens, OH 45701, USA.ORCID 0000-0001-5948-1396

Funding

Pontificia Universidad Católica del Ecuador
6 · The paper itself

Abstract

backgroundLow back pain (LBP) and musculoskeletal disorders are highly prevalent among agricultural workers. However, there is limited epidemiological evidence from rural regions of Ecuador, where working and living conditions may differ substantially from those in other settings. This study aimed to identify predictors of LBP among farmers in rural Ecuador to inform locally relevant prevention strategies.

methodsParticipants aged 30 to 60 years (

resultsLBP was highly prevalent, affecting 78.6% of participants. Behavioral patterns were mixed, with low rates of smoking and moderate alcohol and coffee consumption associated with LBP. A normal body mass index (BMI) was observed in 66% of the sample, and over half reported stable mood and good self-perceived health. In the binary logistic regression analysis, only education level significantly predicted LBP, with secondary education acting as a protective factor.

conclusionsWhile lower back pain was widespread in the population studied, most risk factors that were analyzed were not significantly associated with its presence.

Indexed as

FarmersLow Back PainAdultEcuadorFemaleHumansMaleMiddle AgedPrevalenceRisk FactorsRural PopulationSurveys and Questionnaires12-month prevalencefarmerslow back painprediction modelrisk factors

Identifiers

PMID40566311
PMCPMC12192880

What OpenQuestion holds

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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.