Organizational and External E-Readiness, AI Adoption in Hospitality Industry: Empirical Study

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Authors: Muhammad Haroon Hafeez, Husam Ahmad Kokash, Mst. Nilufar Ahsan, Beenish Tariq, Syed Shah Alam
Cited by: 3
References: 93

Abstract

This study investigates the interplay among perceived organizational e-readiness, perceived external e-readiness, AI Adoption, and non-financial performance in the hospitality industry. Employing the E-Commerce Adoption Model, Organizational Readiness for Change (ORC) Framework, and Comprehensive Theory of Use and Adoption of Technology (CTUAT), the research examines AI adoption as a mediating mechanism. Data from 476 mid- and senior-level hospitality professionals in Malaysia were analyzed using Structural Equation Modeling (SEM), revealing strong predictive power and robust effect sizes. Results confirm that external e-readiness exerts a stronger influence on AI adoption than organizational e-readiness. AI Adoption significantly enhances non-financial performance metrics, including market share, customer care services, and effectiveness. By bridging readiness factors with performance outcomes through AI Adoption, the study provides novel insights into the nuanced dynamics of AI adoption in developing economies. These findings have broad implications for advancing the theoretical discourse and guiding strategic AI integration globally.

Fields of Study & Subjects

Technology Adoption and User Behaviour Organizational and Employee Performance AI in Service Interactions

Publication details

Journal / source
Journal of Quality Assurance in Hospitality & Tourism
Publisher
Informa UK Limited
Pages
1–25
Publication date
2 January 2026
Language
EN