Evidence map›Paper›PMID 37888434›Full record

ArticleJournal of Intelligence2023

Perception of the Level of Competency of Candidates for Graduation: A Multidisciplinary Approach to Complex Thinking.

José Carlos Vázquez-Parra, Marco Cruz-Sandoval, Paloma Suárez-Brito

Open access · goldAbstract read
In one paragraph

Article in Journal of Intelligence, 2023. 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
4.8field-weighted citation impact, top 5% of its field
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, 5 citations in OpenAlex.

  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

3 authors at 1 institution in 1 country.

José Carlos Vázquez-ParraInstitute for the Future of Education, Tecnologico de Monterrey, Monterrey 64849, Mexico.ORCID 0000-0001-9197-7826
Marco Cruz-SandovalCenter for the Future of Cities, Tecnologico de Monterrey, Monterrey 64849, Mexico.ORCID 0000-0001-5703-4023
Paloma Suárez-BritoInstitute for the Future of Education, Tecnologico de Monterrey, Monterrey 64849, Mexico.ORCID 0000-0002-7169-6215
Tecnológico de Monterrey · MX

Funding

Tecnologico de Monterrey Challenge-Based Research Funding Program 2022, Tecnologico de Monterrey. Project ID # I001 - IFE001 - C1-T1 - E.
6 · The paper itself

Abstract

Complex thinking is a cognitive skill that focuses on the integrated analysis and synthesis of information with a systemic and critical perspective that enables creative decision-making in the face of complex realities or challenges. At the educational level, it is valued as a transdisciplinary competency, meaning it is relevant for individuals regardless of their profession or field of study. This article presents the results of measuring the perceived achievement of complex thinking among 830 graduating students from a technological university in Mexico, aiming to identify possible significant differences based on their discipline or major. Methodologically, a multivariate descriptive statistical analysis was performed using R and RStudio software, including calculation of means and standard deviations, violin plots, boxplot and ANOVA significance analysis, and

Indexed as

complex thinkingeducational innovationfuture of educationhigher educationLatin American educationprofessional education

Identifiers

PMID37888434
PMCPMC10607247
OpenAlexW4387810116

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.