Evidence map›Paper›PMID 33142803›Full record

ArticleInternational journal of environmental research and public health2020

Assessment and Modeling of the Influence of Age, Gender, and Family History of Hearing Problems on the Probability of Suffering Hearing Loss in the Working Population.

Jesús P Barrero, Eva M López-Perea, Sixto Herrera, Miguel A Mariscal, Susana García-Herrero

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. The prevalence and global burden of hearing loss in 204 countries and territories, 1990-2019.Environmental science and pollution research international · 2022
    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.

Jesús P BarreroEscuela Politécnica Superior, University of Burgos, Avenida Cantabria s/n, 09006 Burgos, Spain.
Eva M López-PereaFacultad de Educación, University of Burgos, C/Villadiego 1, 09001 Burgos, Spain.
Sixto HerreraDepartment of Applied Mathematics and Computer Sciences, University of Cantabria, 39005 Santander, Spain.
Miguel A MariscalEscuela Politécnica Superior, University of Burgos, Avenida Cantabria s/n, 09006 Burgos, Spain.ORCID 0000-0002-7897-9891
Susana García-HerreroEscuela Politécnica Superior, University of Burgos, Avenida Cantabria s/n, 09006 Burgos, Spain.ORCID 0000-0002-8061-9537

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hearing loss affects hundreds of millions of people all over the world, leading to several types of disabilities, ranging from purely physical to psychological and/or social aspects. A proper analysis to ascertain the main risk factors is essential in order to diagnose early and treat adequately. An exploratory analysis based on a heterogeneous sample of 1418 workers is presented in order to identify the main trigger factors for hearing loss. On the one hand, we recorded several medical and environmental parameters, and on the other, we created a model based on Bayesian networks in order to be able to infer the probability of hearing loss considering different scenarios. This paper focuses on three parameters: gender, age, and a family history of hearing problems. The results obtained allow us to infer or predict the best or worst auditory level for an individual under several different scenarios. The least relevant factor is the existence of a family history of deafness, followed by the gender factor, which slopes considerably toward better hearing for females, and most prominent of all, the age factor, given the large differences identified between the various age groups when the gender and family history of deafness variables remain constant.

Indexed as

DeafnessHearing LossAdultAge FactorsBayes TheoremFemaleHearingHumansMaleMedical History TakingMiddle AgedSex FactorsageBayesian networkfamily historygenderhearing loss

Identifiers

PMID33142803
PMCPMC7662615

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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.