Failures of education technology implementations are attributed to social, psychological, and cultural issues rather than technical shortcomings¶
Claim · All claims
Evidence · 1 study · theoreticalr3·q1
Currency · newest study 2023 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
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q1 i? Seminal studies of why classroom technology did not transform education point to social, psychological, or cultural issues in how stakeholders relate to the technology, not to technical features such as prediction accuracy. → René F. Kizilcec 2023
Evidence¶
René F. Kizilcec 2023¶
René F. Kizilcec. (2023). To Advance AI Use in Education, Focus on Understanding Educators. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-023-00351-4
q1 · i? · theoretical · r3
The commentary's interpretive argument, citing Cuban, Ames, and Reich: failures of classroom computers, One Laptop Per Child, and MOOCs were "not related to their technical features" but to stakeholders' perceptions, trust, and intentions. No new data are presented.
"the reason why classroom computers were Oversold & Underused, according to Cuban (2009), One Laptop Per Child … died, according to Ames (2019), and recent technological innovations such as MOOCs were a Failure to Disrupt, according to Justin Reich (2020), is not related to their technical features"
Discussion¶
Related Claims¶
- An innovation foreign to the rest of its system tends to be rejected; lasting change needs a coordinated bundle of innovations. — a broader claim this one bears on
- Digital education innovations are an interplay of technological, pedagogical, organisational and governance-related dimensions — a broader claim this one bears on
- Primary barriers to infusing 21st century skills are psychological, political, and cultural rather than conceptual, technical, or economic — related
- Technical issues (login scanning, internet connectivity, projector setup, and glitches) frustrated students and created a significant barrier to playlist implementation — reports the opposite
- Pepper's classroom operation required frequent teacher supervision in over half of the studies, mainly due to voice recognition and technical failures — reports the opposite
- Technical difficulties were the most frequently reported implementation limitation, mentioned in ten of the thirteen studies — reports the opposite
- Students integrating QR-code AR into their learning reported no technical issues, attributed to alpha-generation technology familiarity — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
edtech-failures-social-psychological-cultural |
title |
Failures of education technology implementations are attributed to social, psychological, and cultural issues rather than technical shortcomings |
description |
Failures of education technology implementations are attributed to social, psychological, and cultural issues rather than technical shortcomings |
status |
review |
evidence_strength |
weak |
newest_evidence |
2023 |
generated |
by process:wiki-ingest on 2026-10-27 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — rené-f-kizilcec-2023 |
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