ArticleClinical child and family psychology review2026
The Use of Social Robots in Primary School to Support Children's Academic and Social Emotional Learning: A Scoping Review.
Article in Clinical child and family psychology review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The integration of social robots in primary school classrooms has been shown to support learning across various academic areas, yet their role in supporting social and emotional learning (SEL) remains underexplored. This scoping review examines the nature of research using social robots in classroom-based learning, with a focus on their application in supporting children's academic, social, and emotional development. Guided by the PRISMA-ScR, seven databases were searched and identified 30 peer-reviewed studies. Most studies focused on academic curriculum-based learning areas, such as second language learning and mathematics. They also explored how factors such as robot gestures, group size, child characteristics, and session frequency shaped learning outcomes. While no studies directly examined SEL outcomes, some indirectly referenced competencies such as social awareness and relationship skills, often inferred through children's interactions with robots. Notably, only one study targeted a SEL-related outcome, using a social robot to support learning about healthy foods and exercise, highlighting the potential to support self-management and responsible decision-making. This review underscores the potential of social robots to enhance primary education, while also calling for more methodologically robust research, particularly in SEL.
Indexed as
Identifiers
41269574What OpenQuestion holds
Registered trials
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.