Evidence map›Paper›PMID 40337126›Full record

ArticleFrontiers in sociology2025

Skill acquisition in TVET and access to employment in Nigeria: a gender perspective.

Immaculata E Emah, Philippe Doneys, Kyoko Kusakabe, Shubham Pathak

Abstract read
In one paragraph

Article in Frontiers in sociology, 2025. 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.

Immaculata E EmahAsian Institute of Technology, Bangkok, Thailand.
Philippe DoneysAsian Institute of Technology, Bangkok, Thailand.
Kyoko KusakabeAsian Institute of Technology, Bangkok, Thailand.
Shubham PathakSchool of Accountancy and Finance, Center of Excellence in Sustainable Disaster Management (CESDM), Walailak University, Thai Buri, Thailand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Gender roles define women's involvement in skilled labour, leaving women with low skills and income while responsible for devalued household work. This study sought to determine gender bias in skills acquired by TVET employees (graduates) and the impact of gender on employment opportunities of TVET graduates who are employees in TVET business organisations. Method: A construct of 5 hard skills and 7 soft skill sets was made from the literature to assess skill acquisition from employees in seven TVET fields: Business studies, radio, television, and electronics (RTE) repair, automobile vehicle repairs, block laying, bricklaying and concreting, electrical installation, hotel management and catering, and welding and fabrication. Results: Responses from a survey questionnaire and quantitative data analysis revealed no gender difference in the courses taken by TVET graduates ( Discussion: Gender gaps exist for skills in the various disciplines of TVET in tandem with gendered job descriptions, and employability in some fields does not solely depend on the applicant's skills. Key implications and recommendations are presented in the paper.

Indexed as

employmentgendergraduates and the employmentskill acquisitionTVET (technical and vocational education and training)

Identifiers

PMID40337126
PMCPMC12055814

What OpenQuestion holds

Textmetadata
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.