Evidence map›Paper›PMID 41003263›Full record

ArticleJournal of Intelligence2025

Mapping the Evolution of Social and Emotional Learning Research in Primary Education Contexts: A Bibliometric and Thematic Analysis.

Melek Alemdar

Abstract read
In one paragraph

Article in Journal of Intelligence, 2025. 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
–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

1 citing paper in PubMed.

  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

1 author.

Melek AlemdarAhmet Keleşoğlu Education Faculty, Necmettin Erbakan University, 42090 Meram, Konya, Türkiye.ORCID 0000-0002-9580-8226

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study presents a comprehensive bibliometric and thematic analysis of social and emotional learning (SEL) research in primary education, aiming to map its evolution, key contributors, and conceptual structure. Drawing on 915 peer-reviewed articles published between 1983 and 2025, retrieved from Web of Science and Scopus, the analysis employed performance metrics, science mapping, and thematic clustering techniques. Findings reveal a marked acceleration in SEL publications since the mid-2010s, with the United States, United Kingdom, and Australia leading both in research output and collaborative networks. Science mapping identified concentrated author and institutional clusters, while also highlighting geographic disparities in global research participation. Thematic analysis uncovered a shift from early focuses on behavioral and emotional regulation toward systemic, school-based interventions emphasizing mental health, resilience, professional development and family engagement. Clustering results positioned 'social-emotional learning' as the densest yet fragmented basic theme, reflecting its structural centrality alongside persistent conceptual dispersion across intervention models, implementation processes, and target populations. This study's findings offer a macro-level synthesis of the SEL research landscape in primary education with the related implications being discussed.

Indexed as

bibliometric analysisprimary schoolsresearch trendssocial and emotional learning (SEL)thematic mapping

Identifiers

PMID41003263
PMCPMC12471157

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.