Validated 192-respondent GenAI chatbot adoption dataset with 13 clustering variables¶
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Evidence · 1 claim (1 for) · 1 study (1 associational),q2· 0 of 1 report an effect size · 1 claim rests on one study
Description¶
A Qualtrics-based dataset of 192 higher-education students' and educators' GenAI chatbot perceptions and experiences, standardized across 13 variables for clustering into adoption personas.
Components¶
Claims¶
Related Products and Programmes¶
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Key Sources¶
- Afef Saihi and Vian Ahmed. (2026). Uncovering adoption personas for generative AI in higher education: a clustering-based segmentation approach. International Journal of Educational Technology in Higher Education. https://doi.org/10.1186/s41239-026-00583-z
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
validated-192-respondent-genai-chatbot-adoption-dataset-with-13-clustering-variables |
title |
Validated 192-respondent GenAI chatbot adoption dataset with 13 clustering variables |
description |
A Qualtrics-based dataset of 192 higher-education students' and educators' GenAI chatbot perceptions and experiences, standardized across 13 variables for clustering into adoption personas. |
status |
review |
product_kind |
dataset |
generated |
by process:settle-candidates on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
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