Skip to content

Early Reactions and Perceptions of IDT Practitioners Toward ChatGPT

2026 · Journal of Applied Instructional Design · Vol 15 · 0 citations

TL;DR

This study examines the early reactions and perceptions of Instructional Design and Technology practitioners toward ChatGPT—Generative Artificial Intelligence tool that took the world by storm in late 2022, using a nested mixed-methods design that relied on topic modeling algorithms, sentiment detection, and qualitative coding methods.

Abstract

This study examines the early reactions and perceptions of Instructional Design and Technology (IDT) practitioners toward ChatGPT—Generative Artificial Intelligence (GenAI) tool that took the world by storm in late 2022. Because practitioners’ early responses to new technologies are likely to influence their design decisions, understanding these perceptions is key to designing learning experiences that are pedagogically sound, learner-centered, and contextually responsive. While advocates have begun to position ChatGPT (and other GenAI tools) as design tools that could transform the work of IDT practitioners, scholars, and educators, little is known about how practitioners themselves are making sense of them in their professional contexts. To address this gap, we employed a nested mixed-methods design, analyzing LinkedIn posts and blog articles, published between December 2022 and July 2023, that examined ChatGPT in IDT. Our analysis relied on topic modeling algorithms, sentiment detection, and qualitative coding methods. The findings show that practitioners highlight ChatGPT’s potential to accelerate the development of instructional materials, streamline design-related tasks, and enhance efficiency in their workflows. Additionally, the findings demonstrate that sentiments toward ChatGPT are primarily informative (43.6%), followed by optimistic (17.9%), neutral (14.1%), cautious (12.8%), and forward-thinking (11.5%). We conclude by discussing implications for ID practice, for education more broadly, and for the preparation of future IDT professionals. Keywords: Instructional Designers, ChatGPT, Generative Artificial Intelligence Tools, GenAI, Instructional Design Practice, Instructional Designers’ Thinking

View source

Similar papers

Conference Open access Sep 2026

Public Attitudes Toward ChatGPT in Türkiye: Evidence from Instagram Sentiment Analysis

This study examines public attitudes toward ChatGPT in Türkiye through sentiment analysis of Instagram user-generated content shared between 2022 and 2025 and employs sentiment classification techniques to determine whether public discourse is predominantly positive, negative, or neutral.

Cigdem Baskici, Yunus Gokmen · 0 citations
Open access Oct 2026

COLLEGE STUDENTS’ PERCEPTIONS ON THE USE OF CHATGPT FOR ARGUMENTATIVE WRITING

The rapid adoption of ChatGPT among English as a Foreign Language (EFL) learners has raised both pedagogical enthusiasm and concern, particularly in argumentative writing, a genre that depends heavily on independent reasoning and balanced argumentation. This study examines how EFL college students perceive and experien...

Husni Mubarok, Sinta Dewi, A. Suparman · 0 citations
Open access Aug 2026

EFL Students’ Experiences and Perceptions of Using Chatgpt for Brainstorming in Research Proposal Writing

It is indicated that ChatGPT can serve as an effective brainstorming support tool for research proposal writing when its use is accompanied by critical thinking, careful verification, and responsible AI practices.

Nurul Hafizatul Isnaini, Darmawan Darmawan, Sukmawati Sadilia et al. · 0 citations
Conference Open access Aug 2026

An Empirical Study of Students’ Intention to Use AI Chatbots for Academic Assistance

AI based technology chatbots are becoming increasingly important at universities and educational institutions because they can assist students with various academic tasks. This technology helps students complete academic assignments more effectively, facilitates the generation of ideas, and provides quick access to inf...

Tashya Putri Bangun, Andi Muhammad Ilham Darajat, A. Mailangkay · 0 citations
Review Open access 2026

University Students’ Perceptions on ChatGPT Usage in English Learning

Attitudinal findings showed that students perceive ChatGPT as reliable and useful for academic tasks while maintaining awareness of academic integrity and ethical considerations, and students are optimistic about the future integration of ChatGPT in education, provided it is used responsibly and ethically.

A. Zaidi, R. Karim, Farahidatul Akmar Binti Awaludin et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.