The role of artificial intelligence capabilities in enhancing export performance: a study of ambidexterity and dynamic capabilities
基于双元性和动态能力理论，研究了AI能力如何通过出口市场探索与利用、国际营销能力影响出口绩效，并考察了环境动态性和竞争强度的调节作用。
Purpose Considering ambidexterity and dynamic capability theories, the present study aims to examine the relationship between AI capabilities, export market exploration and exploitation, international marketing capabilities and export performance. Moreover, the moderating effect of environmental dynamism and competitive intensity is measured. Design/methodology/approach A conceptual model was developed on the basis of a literature review. The direct, mediation and moderating relationships between the variables were tested through structural equation modelling (SEM). The data for analysis was collected from 377 export managers of companies operating in the Delhi NCR region (India). Findings The findings revealed that AI capabilities significantly influence export market exploitation and exploration allowing firms to achieve a balance between export exploitation and exploration. Furthermore, export exploitation and exploration were found to indirectly improve export performance by strengthening international marketing capabilities. Moreover, environmental dynamism and competitive intensity significantly moderate the relationships. Moreover, AI capabilities can boost firm agility in existing markets through streamlined operations and provide market intelligence to enter new markets. All these factors have an impact on export performance. Research limitations/implications The present study contributes to the international marketing literature through an analysis of the relationships between AI capabilities, export market exploration and exploitation, international marketing capabilities and export performance while analyzing the moderating effect of environmental dynamism and competitive intensity. However, cross-sectional research design and geographical boundaries for data collection may limit the generalizability of the findings. Originality/value This study innovatively examines the integrated impact of AI capabilities, export ambidexterity and marketing capabilities on export performance which makes it unique from previous studies.