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Journal Articles
Management Decision 1–27.
Published: 29 October 2025
...Matti Haverila; Jenny Carita Twyford; Caitlin McLaughlin; Mehak Arora Purpose This paper examines the impact of personnel knowledge on the quality of big data marketing analytics (BDMA) against the backdrop of the knowledge-based theoretical framework. Design/methodology/approach This study...
Includes: Supplementary data
Journal Articles
Management Decision (2025) 63 (10): 3454–3476.
Published: 10 June 2024
... modelling to analyse the data. Findings Results indicate that AI-driven decision making is positively related to firm performance and that big data-powered AI positively influences AI-driven decision making. Moreover, there is a positive relationship between big data-powered AI and the development of AI...
Journal Articles
Journal Articles
Management Decision (2022) 60 (3): 707–734.
Published: 07 January 2022
...Xiaobo Wu; Liping Liang; Siyuan Chen Purpose As various different and even contradictory concepts are proposed to depict a firm's capabilities related to big data, and extant relevant research is fragmented and scattered in several disciplines, there is currently a lack of holistic...
Journal Articles
Journal Articles
Journal Articles
Journal Articles
Management Decision (2019) 57 (8): 2124–2147.
Published: 02 April 2019
.... Generally, big data needs to be identified by a number of fundamental characteristics (Daniel, 2015): volume – enormous bulk of data; velocity – daunting flow of information within a supply chain; veracity – noise, abnormality and uncertainty in data; variety – diversity of structured...
Journal Articles
Management Decision (2019) 57 (8): 2113–2123.
Published: 02 April 2019
...S.M. Riad Shams; Ludovico Solima On the one hand, big data management has engendered enormous potential in exploring new management insights and phenomena, in order to proactively and more meaningfully encounter the contemporary management challenges. As a result, big data analytics...
Journal Articles
Management Decision (2019) 57 (8): 2052–2068.
Published: 04 February 2019
...Riccardo Rialti; Giacomo Marzi; Cristiano Ciappei; Donatella Busso To the authors’ best knowledge, minimal attention has been paid to systematizing the literature on big data and dynamic capabilities. Performance Systematic literature review Big data analytics Dynamic capabilities...
Journal Articles
Management Decision (2019) 57 (8): 2032–2051.
Published: 25 January 2019
... clarifies the mediated effect of firms’ investment in Big Data in the relations between human resources’ organizational behavior and the firms’ economic performance. The paper extends previous managerial contributions about Big Data management and human resource management providing evidence on which...
Journal Articles
Management Decision (2019) 57 (8): 1980–1992.
Published: 30 November 2018
...Gabriele Santoro; Fabio Fiano; Bernardo Bertoldi; Francesco Ciampi Big data management and analytics allow managers “to measure and know radically more about their business and to directly translate that knowledge into decision making and performance” (Brynjolfsson and McAfee, 2012 , p. 4...
Journal Articles
Journal Articles
Management Decision (2019) 57 (8): 1937–1959.
Published: 30 November 2018
... in the health and well-being of a person, this research explores the opportunities provided by technologies to generate and use a Big Data set that allows for a spatiotemporal methodology to assess the effects of AP on the health of a population, particularly in its relation to CVDs. Based on a Geographical...
Journal Articles
Management Decision (2019) 57 (8): 1923–1936.
Published: 16 November 2018
...Alberto Ferraris; Alberto Mazzoleni; Alain Devalle; Jerome Couturier 28 07 2018 12 10 2018 21 10 2018 © Emerald Publishing Limited 2018 Emerald Publishing Limited Licensed re-use rights only Big data analytics (BDA) guarantees that data may be analysed...
Journal Articles
Management Decision (2019) 57 (8): 1857–1882.
Published: 06 November 2018
... these relationships between cloud ERP and financial performance, BDPA and financial performance and cloud ERP and BDPA. This study empirically tests the relationship of cloud ERP and BDPA through a model based on DCV theory. Big data Organizational culture Structural equation modelling Firm performance...
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Journal Articles
Journal Articles
Journal Articles
Management Decision (2017) 55 (10): 2074–2088.
Published: 20 November 2017
...Jane Elisabeth Frisk; Frank Bannister Purpose Evolving digital technologies continue to enable new ways to collect and analyze data and this has led some researchers to claim that skillful use of data analytics and big data can radically improve a company’s performance, but that in order...

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