Applications of generative AI and future organizational performance: The mediating role of explorative and exploitative innovation and the moderating role of ethical dilemmas and environmental dynamism

Singh, Kuldeep; Chatterjee, Sheshadri; Mariani, Marcello

doi:10.1016/j.technovation.2024.103021

Technovation

2024

DOI: 10.1016/j.technovation.2024.103021

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Applications of generative AI and future organizational performance: The mediating role of explorative and exploitative innovation and the moderating role of ethical dilemmas and environmental dynamism

Kuldeep Singh,

Sheshadri Chatterjee,

Marcello Mariani

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Cited by 3 publications

References 81 publications

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Building entrepreneurial resilience during crisis using generative AI: An empirical study on SMEs

Shore,

Tiwari,

Tandon

et al. 2024

Technovation

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Building entrepreneurial resilience during crisis using generative AI: An empirical study on SMEs

Shore,

Tiwari,

Tandon

et al. 2024

Technovation

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Leveraging dynamic capabilities to drive innovation and enhance business performance

Sari,

Susilowati,

Moko

2024

IJRBS

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This study explores the critical role of dynamic capabilities in enhancing business performance among small and medium-sized enterprises (SMEs) in the café sector of Malang City, Indonesia. Specifically, it examines how dynamic capabilities influence both explorative and exploitative innovations and how these innovations, in turn, affect business performance. Using a quantitative approach, data were collected from 110 café owners through structured questionnaires. The results indicate that dynamic capabilities significantly impact both explorative and exploitative innovations. Explorative innovation, which involves the development of new products and the exploration of new markets, was found to have a substantial positive effect on business performance. Conversely, exploitative innovation, which focuses on refining and improving existing products and processes, showed a positive but less pronounced impact. The findings underscore the importance of dynamic capabilities in fostering innovation and improving business performance in a competitive environment. This study offers practical insights for café owners and entrepreneurs in the food and beverage sector, highlighting the need for continuous development of dynamic capabilities and a balanced approach to innovation. Future research is encouraged to expand on these findings by exploring additional factors and utilizing longitudinal data to capture the evolving nature of these relationships.

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Framework for Integrating Generative AI in Developing Competencies for Accounting and Audit Professionals

Anica-Popa,

Vrîncianu,

Anica-Popa

et al. 2024

Electronics

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The study aims to identify the knowledge, skills and competencies required by accounting and auditing (AA) professionals in the context of integrating disruptive Generative Artificial Intelligence (GenAI) technologies and to develop a framework for integrating GenAI capabilities into organisational systems, harnessing its potential to revolutionise lifelong learning and skills development and to assist day-to-day operations and decision-making. Through a systematic literature review, 103 papers were analysed, to outline, in the current business ecosystem, the competencies’ demand generated by AI adoption and, in particular, GenAI and its associated risks, thus contributing to the body of knowledge in underexplored research areas. Positioned at the confluence of accounting, auditing and GenAI, the paper introduces a meaningful overview of knowledge in the areas of effective data analysis, interpretation of findings, risk awareness and risk management. It emphasizes and reshapes the role of required skills for accounting and auditing professionals in discovering the true potential of GenAI and adopting it accordingly. The study introduces a new LLM-based system model that can enhance its GenAI capabilities through collaboration with similar systems and provides an explanatory scenario to illustrate its applicability in the accounting and audit area.

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Applications of generative AI and future organizational performance: The mediating role of explorative and exploitative innovation and the moderating role of ethical dilemmas and environmental dynamism

Cited by 3 publications

References 81 publications

Building entrepreneurial resilience during crisis using generative AI: An empirical study on SMEs

Building entrepreneurial resilience during crisis using generative AI: An empirical study on SMEs

Leveraging dynamic capabilities to drive innovation and enhance business performance

Framework for Integrating Generative AI in Developing Competencies for Accounting and Audit Professionals

Contact Info

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