Teacher-Artificial Intelligence (AI) Interaction: The Role of Trust, Subjective Norm and Innovativeness in Teachers' Acceptance of Educational Chatbots

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Bibliographic Details
Title: Teacher-Artificial Intelligence (AI) Interaction: The Role of Trust, Subjective Norm and Innovativeness in Teachers' Acceptance of Educational Chatbots
Language: English
Authors: Ismail Celik (ORCID 0000-0002-5027-8284), Hanni Muukkonen, Signe Siklander
Source: Policy Futures in Education. 2026 24(1):164-188.
Availability: SAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: https://sagepub.com
Peer Reviewed: Y
Page Count: 25
Publication Date: 2026
Document Type: Journal Articles
Reports - Research
Education Level: Elementary Secondary Education
Descriptors: Artificial Intelligence, Interaction, Trust (Psychology), Synchronous Communication, Teacher Attitudes, Innovation, Teacher Behavior, Foreign Countries, Distance Education, Natural Language Processing, Elementary Secondary Education, Sociocultural Patterns, Technology Integration, Educational Technology
Geographic Terms: Turkey
DOI: 10.1177/14782103251348551
ISSN: 1478-2103
Abstract: Despite the novel educational opportunities of chatbots, their integration into teaching and learning settings is still in the early stages. Understanding the interplay of teachers' perceptions, attitudes, and intentions to use chatbots can provide insight into the sustainable integration of chatbots in K-12 education. However, little is known about teachers' acceptance of chatbots in this context. This study proposes a framework to better understand teachers' acceptance of educational chatbots, based on the Technology Acceptance Model (TAM). We extended TAM by incorporating trust, subjective norms, and perceived innovativeness. Data were collected from 482 K-12 teachers with experience using the EBA Assistant chatbot. The study used a mixed-methods approach, combining quantitative structural equation modeling (SEM) with qualitative interviews from 54 participants. Results show that more innovative teachers perceive chatbots as useful educational tools. Teachers' trust in chatbot outcomes and positive attitudes toward ease of use also increase their intent to use chatbots. Trust in the chatbot's privacy and pedagogical reliability, along with social pressure from colleagues and administrators, further influences their adoption. This study reveals that acceptance of educational chatbots depends on both individual characteristics (e.g., trust) and sociocultural factors (e.g., subjective norm). These findings provide insights that can help guide the integration of chatbots in K-12 education.
Abstractor: As Provided
Entry Date: 2026
Accession Number: EJ1493750
Database: ERIC
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