[HTML][HTML] How can organizations leverage big data to innovate their business models? A systematic literature review

C Acciarini, F Cappa, P Boccardelli, R Oriani - Technovation, 2023 - Elsevier
The use of big data has garnered increasing importance in academic research and
managerial practice thanks to the benefits it can produce in terms of innovation. However …

[HTML][HTML] Factors influencing the adoption of big data analytics in the digital transformation era: Case study of Jordanian SMEs

A Lutfi, A Alsyouf, MA Almaiah, M Alrawad, AAK Abdo… - Sustainability, 2022 - mdpi.com
Big data (BD) analytics has been increasingly gaining attraction in both practice and theory
in light of its opportunities, barriers and expected benefits. In particular, emerging economics …

Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs)

P Maroufkhani, M Iranmanesh… - Industrial Management & …, 2023 - emerald.com
Purpose The study challenges the assumption of independence among Technological,
Organizational and Environmental (TOE) factors and investigates the influence of TOE …

Big data analytics adoption: Determinants and performances among small to medium-sized enterprises

P Maroufkhani, ML Tseng, M Iranmanesh… - International journal of …, 2020 - Elsevier
Big data analytics (BDA) adoption is a game-changer in the current industrial environment
for precision decision-making and optimal performance. Nonetheless, the determinants or …

Assessing the impact of big data on firm innovation performance: Big data is not always better data

M Ghasemaghaei, G Calic - Journal of business research, 2020 - Elsevier
In this study, we explore the impacts of big data's main characteristics (ie, volume, variety,
and velocity) on innovation performance (ie, innovation efficacy and efficiency), which …

Big data analytics capability for improved performance of higher education institutions in the Era of IR 4.0: A multi-analytical SEM & ANN perspective.

MA Ashaari, KSD Singh, GA Abbasi, A Amran… - … Forecasting and Social …, 2021 - Elsevier
Despite the growing interest towards big data within higher education institutions (HEI),
research on big data analytics capability within the HEI context is somewhat limited. This …

[HTML][HTML] Deep Learning and Neural Networks: Decision-Making Implications

H Taherdoost - Symmetry, 2023 - mdpi.com
Deep learning techniques have found applications across diverse fields, enhancing the
efficiency and effectiveness of decision-making processes. The integration of these …

[HTML][HTML] Augmenting organizational decision-making with deep learning algorithms: Principles, promises, and challenges

YR Shrestha, V Krishna, G von Krogh - Journal of Business Research, 2021 - Elsevier
The current expansion of theory and research on artificial intelligence in management and
organization studies has revitalized the theory and research on decision-making in …

Does big data enhance firm innovation competency? The mediating role of data-driven insights

M Ghasemaghaei, G Calic - Journal of Business Research, 2019 - Elsevier
Grounded in gestalt insight learning theory and organizational learning theory, we collected
data from 280 middle and top-level managers to investigate the impact of each big data …

Why do people use mobile payment technologies and why would they continue? An examination and implications from India

A Pal, T Herath, HR Rao - Research Policy, 2021 - Elsevier
Mobile payment technology continues to spread across the globe, but its diffusion has not
been uniform. Its low usage in developing economies is of particular concern to …