Claims

Empirical research on the Pepper robot in formal education is recent, concentrated in primary education, and dominated by qualitative designs with small samples

Claim · All claims
Evidence · 1 study · review r2 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q2 i? Of 13 included empirical studies, eight (61.5%) used qualitative approaches and eight (61.5%) had samples of fewer than 50 participants, with no large-scale longitudinal studies identified. → Martinez-Roig 2026

Evidence

Martinez-Roig 2026

Martinez-Roig, R., Aragonés-González, M., & Cazorla, M. (2026). Exploring the implementation of the Pepper social robot in formal education: a scoping review. Journal of New Approaches in Educational Research, 15, 22. https://doi.org/10.1007/s44322-026-00072-1

q2 · i? · review · r2

Scoping review synthesis of 13 peer-reviewed empirical studies on Pepper in formal education, selected via PRISMA-ScR from four databases (2014–2026). The review reports the methodological distribution verbatim: "eight studies (61.5%) adopted qualitative approaches" and "No large-scale longitudinal studies were identified."

"From a methodological perspective, eight studies (61.5%) adopted qualitative approaches, including case studies or interaction analysis. Three studies (23.1%) used mixed-methods designs and two (15.4%) employed predominantly quantitative experimental designs. No large-scale longitudinal studies were identified."

Discussion

Page metadata
Field Value
type claim
id pepper-formal-education-evidence-small-qualitative
title Empirical research on the Pepper robot in formal education is recent, concentrated in primary education, and dominated by qualitative designs with small samples
description Empirical research on the Pepper robot in formal education is recent, concentrated in primary education, and dominated by qualitative designs with small samples
status review
evidence_strength moderate
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-11
trust unverified — no one has confirmed this page's content
sources 1 — martinez-roig-2026

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