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1-20 of 21
Keywords: Big data
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Journal Articles
Personnel capabilities and the quality of big data marketing analytics (BDMA)
Available to Purchase
Journal:
Management Decision
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
Artificial intelligence-driven decision making and firm performance: a quantitative approach
Available to Purchase
Journal:
Management Decision
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
How managers approach data analytics: a typology through a Resource Orchestration perspective
Available to Purchase
Journal:
Management Decision
Management Decision (2023) 61 (5): 1225–1243.
Published: 12 October 2022
... Emerald Publishing Limited 2022 Emerald Publishing Limited Licensed re-use rights only Data analytics Big data Managers Resource orchestration theory France The term ‘big data’ encompasses the technologies, processes and techniques that an organization can create, manipulate...
Journal Articles
How big data alters value creation: through the lens of big data competency
Available to Purchase
Journal:
Management Decision
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
A systematic literature review of data science, data analytics and machine learning applied to healthcare engineering systems
Available to PurchaseRoberto Salazar-Reyna, Fernando Gonzalez-Aleu, Edgar M.A. Granda-Gutierrez, Jenny Diaz-Ramirez, Jose Arturo Garza-Reyes, Anil Kumar
Journal:
Management Decision
Management Decision (2022) 60 (2): 300–319.
Published: 07 December 2020
...Roberto Salazar-Reyna; Fernando Gonzalez-Aleu; Edgar M.A. Granda-Gutierrez; Jenny Diaz-Ramirez; Jose Arturo Garza-Reyes; Anil Kumar Purpose The objective of this paper is to assess and synthesize the published literature related to the application of data analytics, big data, data mining...
Includes: Supplementary data
Journal Articles
Big data analytics and sustainable textile manufacturing: Decision-making about the applications of biotechnologies in developing countries
Available to Purchase
Journal:
Management Decision
Management Decision (2020) 58 (8): 1699–1714.
Published: 23 March 2020
...Dieu Hack-Polay; Mahfuzur Rahman; Md Morsaline Billah; Hesham Z. Al-Sabbahy Purpose The purpose of this article is to discuss issues associated with the application big data analytics for decision-making about the introduction of new technologies in the textile industry in the developing world...
Journal Articles
Achieving strategic flexibility in the era of big data: The importance of knowledge management and ambidexterity
Available to Purchase
Journal:
Management Decision
Management Decision (2020) 58 (8): 1585–1600.
Published: 23 March 2020
...Riccardo Rialti; Giacomo Marzi; Andrea Caputo; Kayode Abraham Mayah Purpose This research unpacks the micro-mechanisms that exist between an organisation's ability to conduct big data analytics (BDA) and its achievement of strategic flexibility. Knowledge management capabilities and organisational...
Journal Articles
Challenges with big data analytics in service supply chains in the UAE
Available to Purchase
Journal:
Management Decision
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
Big data management: implications of dynamic capabilities and data incubator
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Journal:
Management Decision
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
Big data and dynamic capabilities: a bibliometric analysis and systematic literature review
Available to Purchase
Journal:
Management Decision
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
Innovating through digital revolution: The role of soft skills and Big Data in increasing firm performance
Available to Purchase
Journal:
Management Decision
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
Big data for business management in the retail industry
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Journal:
Management Decision
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
Interplay between information systems and environmental management in ISO 14001-certified companies: Implications for future research on big data
Available to PurchasePaula De Camargo Fiorini, Charbel Jose Chiappetta Jabbour, Ana Beatriz Lopes de Sousa Jabbour, Nelson Oliveira Stefanelli, Yudi Fernando
Journal:
Management Decision
Management Decision (2019) 57 (8): 1883–1901.
Published: 30 November 2018
... implications for big data research. The authors conducted two case studies with Brazilian enterprises certified by ISO 14001, by conducting interviews, document analysis and direct observation. Implications for a research agenda on big data are also presented. As results, the authors present...
Journal Articles
Big data visualisation, geographic information systems and decision making in healthcare management
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Journal:
Management Decision
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
Big data analytics capabilities and knowledge management: impact on firm performance
Available to Purchase
Journal:
Management Decision
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
Role of cloud ERP and big data on firm performance: a dynamic capability view theory perspective
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Journal:
Management Decision
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...
Journal Articles
Value creation through big data in emerging economies: The role of resource orchestration and entrepreneurial orientation
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Journal:
Management Decision
Management Decision (2019) 57 (8): 1818–1838.
Published: 05 October 2018
... orchestration and EO in explaining the performance implications of big data. This is an important contribution as most of the existing literature on resource orchestration is conceptual in nature (Sirmon et al., 2007, 2011). Additionally, we provide important insights from the important emerging...
Journal Articles
Organizational capabilities that enable big data and predictive analytics diffusion and organizational performance: A resource-based perspective
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Journal:
Management Decision
Management Decision (2019) 57 (8): 1734–1755.
Published: 01 July 2018
...Deepa Mishra; Zongwei Luo; Benjamin Hazen; Elkafi Hassini; Cyril Foropon Zongwei Luo can be contacted at: luozw@sustc.edu.cn 21 03 2018 22 05 2018 26 05 2018 © Emerald Publishing Limited 2018 Emerald Publishing Limited Licensed re-use rights only Big data...
Journal Articles
Big data analytics capability in supply chain agility: The moderating effect of organizational flexibility
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Journal:
Management Decision
Management Decision (2019) 57 (8): 2092–2112.
Published: 26 March 2018
... of this paper is to examine when and how organizations build big data analytics capability (BDAC) to improve supply chain agility (SCA) and gain competitive advantage. The authors grounded the theoretical framework in two perspectives: the dynamic capabilities view and contingency theory. To test...
Journal Articles
Improving the use of analytics and big data by changing the decision-making culture: A design approach
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Journal:
Management Decision
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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