Jurnal Teknologi Informasi dan Pendidikan
Vol. 18 No. 2 (2025): Jurnal Teknologi Informasi dan Pendidikan

Understanding BDA-AI Adoption in E-Commerce: An Integrated Framework of TOE and Technology Acceptance

Khan, Asif (Unknown)
Hung, Chung-Wen (Unknown)



Article Info

Publish Date
30 Oct 2025

Abstract

This study develops an integrated theoretical framework examining the adoption and acceptance of Big Data Analytics and Artificial Intelligence (BDA-AI) in e-commerce environments. By synthesizing the Technology-Organization-Environment (TOE) framework with the Technology Acceptance Model (TAM), this research examines how technological and environmental contexts influence the adoption of BDA-AI and subsequent user behavior. The framework proposes that contextual factors affect BDA-AI implementation, which in turn influences users’ perceived ease of use and perceived usefulness. These perceptions, along with user satisfaction, ultimately determine the intention to continue using BDA-AI-enabled e-commerce platforms. Through a comprehensive literature review spanning 2014-2025, this study establishes theoretical foundations for understanding AI adoption patterns in digital commerce. The research contributes to existing literature by: (1) conceptualizing BDA-AI as a unified technological construct, examining the interplay between external contexts and user acceptance factors, (2) providing a validated research instrument for future empirical investigations. For practitioners, this study offers strategic insights into implementing AI solutions that enhance user experience while maintaining competitive advantage in digital marketplaces.

Copyrights © 2025






Journal Info

Abbrev

tip

Publisher

Subject

Computer Science & IT Control & Systems Engineering Education Engineering

Description

Jurnal Teknologi Informasi dan Pendidikan (JTIP) is a scientific journal managed by Universitas Negeri Padang and in collaboration with APTEKINDO, born from 2008. JTIP publishes scientific research articles that discuss all fields of computer science and all related to computers. JTIP is published ...