Evidence map›Paper›PMID 39958767›Full record

SynthesisFrontiers in psychology2025

Studying engagement in educational settings: a mapping review on high-impact academic engagement research.

Paola Loyola-Carrillo, Alejandro Vega-Muñoz, Guido Salazar-Sepúlveda, Miseldra Gil-Marín, José Adsuar-Sala

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in psychology, 2025. 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. 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.

Paola Loyola-CarrilloDepartamento de Matemáticas y Ciencias de la Ingeniería, Universidad Bernardo O'Higgins, Santiago, Chile.
Alejandro Vega-MuñozCentro de Investigación en Educación de Calidad para la Equidad, Universidad Central de Chile, Santiago, Chile.
Guido Salazar-SepúlvedaFacultad de Ingeniería, Universidad Católica de la Santísima Concepción, Concepción, Chile.
Miseldra Gil-MarínPublic Policy Observatory, Universidad Autónoma de Chile, Santiago, Chile.
José Adsuar-SalaFaculty of Sport Sciences, University of Extremadura, Cáceres, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Academic engagement provides opportunities and resources for students to engage in socio-educational interactions and learning. Our study provides an overview of high-impact research in academic engagement and the potential causes of its high valuation in the scientific community. Methods: We conducted a mapping review using bibliometric analysis of 1,607 articles indexed in Web of Science, processed mainly by VOSviewer software. Results: The publication of selected articles grew exponentially year by year, presenting concentration levels of 1% in authorship, 49% in a single country, and 5% in journals, identified as outstanding Keywords plus® central aspects of academic engagement (classroom-social environment and school engagement), in addition, 6% were in highly cited articles. Conclusion: These highly cited articles (6%) are associated with authors with high levels of publication. The most cited current topics relate to the motivation and emotional aspects of academic engagement.

Indexed as

behavioral studieseducational researchengagementh-indexprolific author

Identifiers

PMID39958767
PMCPMC11825833

What OpenQuestion holds

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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.