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[HTML][HTML] Explainable AI for operational research: A defining framework, methods, applications, and a research agenda
The ability to understand and explain the outcomes of data analysis methods, with regard to
aiding decision-making, has become a critical requirement for many applications. For …
aiding decision-making, has become a critical requirement for many applications. For …
Research challenges and opportunities in business analytics
There are plenty of definitions proposed for business analytics–some of them focus on the
scope/coverage/problem, some on the nature of the data, and some concentrate on the …
scope/coverage/problem, some on the nature of the data, and some concentrate on the …
[HTML][HTML] Understanding the relationship between marketing analytics, customer agility, and customer satisfaction: A longitudinal perspective.
Shifting towards a more data-driven culture is a key antecedent of business success in
today's digital era. Previous research has paid attention to exploring the influence of …
today's digital era. Previous research has paid attention to exploring the influence of …
Understanding dark side of artificial intelligence (AI) integrated business analytics: assessing firm's operational inefficiency and competitiveness
The data-centric revolution generally celebrates the proliferation of business analytics and
AI in exploiting firm's potential and success. However, there is a lack of research on how the …
AI in exploiting firm's potential and success. However, there is a lack of research on how the …
The precursors of AI adoption in business: Towards an efficient decision-making and functional performance
AM Baabdullah - International Journal of Information Management, 2024 - Elsevier
Artificial intelligence (AI) is a highly effective solution for enhancing decision-making
efficiency and optimising the functional performance of organisations. However, there have …
efficiency and optimising the functional performance of organisations. However, there have …
The role of business capabilities in supporting organization agility and performance during the COVID-19 pandemic: An empirical study in Indonesia
This study aims to analyze the important role of business analytics capability, information
quality, and innovation capability in influencing organization agility and organization …
quality, and innovation capability in influencing organization agility and organization …
The impact of business intelligence, big data analytics capability, and green knowledge management on sustainability performance
J Cheng, HSM Singh, YC Zhang, SY Wang - Journal of Cleaner Production, 2023 - Elsevier
This paper aims to study the determinants that affect sustainability performance in
manufacturing companies and the impact of business intelligence and big data analytics …
manufacturing companies and the impact of business intelligence and big data analytics …
Adoption of robust business analytics for product innovation and organizational performance: the mediating role of organizational data-driven culture
R Chaudhuri, S Chatterjee, D Vrontis… - Annals of Operations …, 2024 - Springer
In the present digital environment, a data-driven organizational culture has become a vital
emerging driver of organizational growth. This data-driven culture has assumed an …
emerging driver of organizational growth. This data-driven culture has assumed an …
Does data-driven culture impact innovation and performance of a firm? An empirical examination
S Chatterjee, R Chaudhuri, D Vrontis - Annals of Operations Research, 2024 - Springer
Data-driven culture is considered to bring business-oriented cultural transformation to a firm.
It is considered to provide substantial dividends to the firms' product and process …
It is considered to provide substantial dividends to the firms' product and process …
Business analytics and firm performance: The mediating role of business process performance
Due to the rapidly increasing popularity of business analytics (BA), investigation of the
antecedents/determinants of the adoption of BA and the subsequent impact of the same to …
antecedents/determinants of the adoption of BA and the subsequent impact of the same to …