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Research output: Contribution to Journal/Magazine › Journal article › peer-review
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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TY - JOUR
T1 - The role of artificial intelligence capabilities in enhancing export performance
T2 - a study of ambidexterity and dynamic capabilities
AU - Kumar, Sachin
AU - Vandana, V.
AU - Kumar, Vinod
AU - Chatterjee, Sheshadri
AU - Mariani, Marcello
AU - De Massis, Alfredo
PY - 2025/6/3
Y1 - 2025/6/3
N2 - 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.
AB - 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.
KW - Artificial intelligence
KW - Competitive intensity
KW - Environmental dynamism
KW - Export market ambidexterity
KW - Export performance
KW - International marketing capabilities
U2 - 10.1108/IMR-10-2024-0426
DO - 10.1108/IMR-10-2024-0426
M3 - Journal article
AN - SCOPUS:105007083764
JO - International Marketing Review
JF - International Marketing Review
SN - 0265-1335
ER -