Marketing

Human resources

Engineering

Transaction cost

Operating system

Economics

Computer science

Business

Human resource management

Process management

Database

Psychology

Management

Operations management

Database transaction

Finance

Knowledge management

Information technology

Competence (human resources)

The International Journal of Human Resource Management

Artificial intelligence (AI) has been presented as a powerful tool in human resource management (HRM), but little academic research exists on the topic. The present study introduces the technology, organization, and environment (TOE) model from information systems research and integrates it with the transaction cost theory to better understand the facilitators and the constraints of companies’ AI adoption behavior during employee recruitment. Survey results from 297 Chinese companies suggest that companies’ perceived complexity toward AI constrains AI adoption, while technology competence and regulatory support encourage AI adoption. Relative advantages of AI technology, company size, and industry have no significant impact on AI usage. The findings also demonstrate the moderating effects of transaction costs on the influential power of technological complexity and organizations’ technology competence.

The adoption of artificial intelligence in employee recruitment: The influence of contextual factors