Business analytics and firm performance: The mediating role of business process performance

AS Aydiner, E Tatoglu, E Bayraktar, S Zaim… - Journal of business …, 2019 - Elsevier
… Recently, firms have been able to access to huge data generated through their operations
undertaken in electronic platforms. It is also worthwhile to recognize the role of IT penetration …

Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities

P Mikalef, J Krogstie - European Journal of Information Systems, 2020 - Taylor & Francis
… and management of business processes. While there is much discussion around how big
data analytics can impact a firm’s incremental and radical process innovation capabilities, we …

How does business analytics contribute to organisational performance and business value? A resource-based view

S Chatterjee, NP Rana, YK Dwivedi - Information Technology & …, 2024 - emerald.com
… These include big data, external data of the organisation and internal data of the … In such
circumstances, we posit that business process performance and business decisions serve as …

[HTML][HTML] Data analytics and machine learning for smart process manufacturing: Recent advances and perspectives in the big data era

C Shang, F You - Engineering, 2019 - Elsevier
… An alternative dynamic process data analytics approach called dynamic-inner PCA (DiPCA) …
In our opinion, DiPCA is similar to SFA, in that both methods maximize the dynamic contents …

[HTML][HTML] Big data analytics and firm performance: Findings from a mixed-method approach

P Mikalef, M Boura, G Lekakos, J Krogstie - Journal of Business Research, 2019 - Elsevier
… depending on the context, big data analytics resources differ in … method on the quantitative
data, we show that there are four different patterns of elements surrounding big data analytics

Linking big data analytics and operational sustainability practices for sustainable business management

RD Raut, SK Mangla, VS Narwane, BB Gardas… - Journal of cleaner …, 2019 - Elsevier
Data was collected from manufacturing firms those have adopted sustainable practices. A …
business process, and customer integration have a significant influence on big data analytics

Big data analytics as an operational excellence approach to enhance sustainable supply chain performance

S Bag, LC Wood, L Xu, P Dhamija, Y Kayikci - Resources, conservation and …, 2020 - Elsevier
Business process optimization can save significant funds and reduce lead times resulting
in enhanced customer satisfaction levels. It also plays an instrumental role in conserving …

Big data analytics in building the competitive intelligence of organizations

J Ranjan, C Foropon - International Journal of Information Management, 2021 - Elsevier
business report. The objective should be to understand CI in each business process and the
appropriate Big Data approach for … Third, not many company officials disclose their sensitive …

Big data analytics capabilities and firm performance: An integrated MCDM approach

M Yasmin, E Tatoglu, HS Kilic, S Zaim… - Journal of Business …, 2020 - Elsevier
… The DCV, in addition to the acknowledgment of inimitability and synchronization of resources,
processes, and capabilities, emphasizes the dynamicity of resources, business operations

The integrated effect of Big Data Analytics, Lean Six Sigma and Green Manufacturing on the environmental performance of manufacturing companies: The case of …

A Belhadi, SS Kamble, K Zkik, A Cherrafi… - Journal of Cleaner …, 2020 - Elsevier
… With the advent of Big Data Analytics (BDA) alongside the maturity of specific improvement
approaches such as Lean Six Sigma (LSS) and Green Manufacturing (GM), the integration of …