What the paper studied
The authors combine four perspectives to examine organizational, environmental, technological and behavioral conditions associated with AI use in small hospitality enterprises, particularly in developing economies.
Key findings
- Internal support, external pressure, perceived advantages, enjoyment and social influence encourage AI use.
- Limited resources, perceived cost, complexity and skepticism constrain it.
- AI use is positively associated with business performance.
Why it matters for hospitality
Small operators may benefit from affordable tools that are straightforward to implement, backed by practical support and evidence of value. Vendors should address adoption barriers as well as technical capabilities.
Evidence limits
This summary draws on the publicly accessible publisher abstract, not the subscription-only full text. The reported relationships do not establish that adopting AI causes better performance.