GENERATIVE AI INTEGRATION AND CORE BUSINESS FUNCTIONS: EVIDENCE FROM VIETNAMESE SMALL AND MEDIUM-SIZED ENTERPRISES

This article identifies the determinants affecting the integration of Generative Artificial Intelligence (GenAI) into core business functions of small and medium-sized enterprises (SMEs) in Vietnam. Grounded in the Technology-Organization-Environment (TOE) framework, the research used a cross-sectional survey of 202 directors, managers, and senior decision-makers from 20 SMEs across Hanoi, Hai Phong, Da Nang, Nha Trang, and Ho Chi Minh City. Confirmatory Factor Analysis and Structural Equation Modeling were conducted in R (lavaan, maximum-likelihood estimation), with 5,000-resample bootstrapping to test mediating effects. The measurement model showed that technological, organizational, and environmental factors have direct effects on GenAI adoption and indirect effects on CBF. Recommendations are proposed on strengthening organizational readiness, technological infrastructure, environmental responsiveness, and performance measurement.

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Publication Details

Journal
Tạp chí Khoa học Trường Đại học Mở Hà Nội
Published
2026-10-26
DOI
https://doi.org/10.59266/houjs.2026.1446
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
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article

GENERATIVE AI INTEGRATION AND CORE BUSINESS FUNCTIONS: EVIDENCE FROM VIETNAMESE SMALL AND MEDIUM-SIZED ENTERPRISES

Nguyễn Thị Thuý Hồng, Le Khanh Ngoc, Le Quang Duy
Tạp chí Khoa học Trường Đại học Mở Hà Nội
Technology Adoption and User Behaviour
article

GENERATIVE AI INTEGRATION AND CORE BUSINESS FUNCTIONS: EVIDENCE FROM VIETNAMESE SMALL AND MEDIUM-SIZED ENTERPRISES

Nguyễn Thị Thuý Hồng, Le Khanh Ngoc, Le Quang Duy
article en

Abstract

This article identifies the determinants affecting the integration of Generative Artificial Intelligence (GenAI) into core business functions of small and medium-sized enterprises (SMEs) in Vietnam. Grounded in the Technology-Organization-Environment (TOE) framework, the research used a cross-sectional survey of 202 directors, managers, and senior decision-makers from 20 SMEs across Hanoi, Hai Phong, Da Nang, Nha Trang, and Ho Chi Minh City. Confirmatory Factor Analysis and Structural Equation Modeling were conducted in R (lavaan, maximum-likelihood estimation), with 5,000-resample bootstrapping to test mediating effects. The measurement model showed that technological, organizational, and environmental factors have direct effects on GenAI adoption and indirect effects on CBF. Recommendations are proposed on strengthening organizational readiness, technological infrastructure, environmental responsiveness, and performance measurement.

Tạp chí Khoa học Trường Đại học Mở Hà Nội(142)
Hanoi Open University (VN)
Openalex Percentile: Top 7%
Technology Adoption and User Behaviour
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