Evidence map›Paper›PMID 39897793›Full record

ArticleHeliyon2025

Development of transversal skills in higher education programs in conjunction with online learning: relationship between learning strategies, project-based pedagogical practices, e-learning platforms, and academic performance.

Yolanda Guerra-Macías, Sergio Tobón

Abstract read
In one paragraph

Article in Heliyon, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

2 authors.

Yolanda Guerra-MacíasUniversidad Autónoma de la Ciudad de México (UACM), Mexico.
Sergio TobónCentro Universitario CIFE, Cuernavaca, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the development of transversal skills and their association with academic performance in university students enrolled in on-campus programs with online activities. A cross-sectional, descriptive, and quantitative research was conducted with 252 students from a public university in Mexico. Transversal skills, socioformative project-based practices, learning strategies, and the relevance of online activities were assessed using validated rubrics. The results indicated a low level of development in three transversal skills: research, entrepreneurship, and English, with the latter being the poorest rated. Critical and creative thinking exhibited the highest level of development. In the didactic component, socioformative project-based pedagogical practices and learning strategies showed acceptable levels. Students expressed satisfaction with complementary online activities, showing a preference for interactive videos and short videos under 4 min. Regression analysis and structural equations were used to examine the relationships between various factors. Results demonstrated that socioformative project-based pedagogical practices, learning strategies, and online education positively correlated with the development of transversal skills. Furthermore, a higher level of transversal skills was associated with better academic averages among students. Socioformative project-based pedagogical practices also correlated with academic performance through transversal skills. The study concludes that integrating online activities into on-campus programs, based on the socioformative pedagogical model, can enhance the development of transversal skills and improve academic performance. Further research into the implementation of this educational model and its long-term impact on university education and professional success is recommended.

Indexed as

21st-century skillsGeneric competenciesGeneric skillsHigher educationSocioformationSocioformative rubricsVirtual education

Identifiers

PMID39897793
PMCPMC11786650

What OpenQuestion holds

Textmetadata
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.