Big Data is one of the most debated topics, as its implications for innovation management and entrepreneurship development are attracting interest from researchers and practitioners. Despite the increasing interest on this topic, a relevant research question remains unsolved: what are the conditions required for the effective management of Big Data? Adopting the interpretative lens provided by Systems Thinking and Service Logic, a set of hypotheses are defined and tested through the Partial Least Squares (PLS), with reference to the 50 Big Data companies for 2017 as identified by Big Data Quarterly. The results show that several elements such as company's investment in innovation and technology and specialization of human resource positively impact on Big Data Companies' Return on Investment (ROI). Results and discussions herein enrich previous managerial debate about the domain of Big Data highlighting ‘tangible’ elements on which act for improving innovation management approaches for companies.

Over the Mask of Innovation Management in the World of Big Data

Mazzoleni A.;
2020-01-01

Abstract

Big Data is one of the most debated topics, as its implications for innovation management and entrepreneurship development are attracting interest from researchers and practitioners. Despite the increasing interest on this topic, a relevant research question remains unsolved: what are the conditions required for the effective management of Big Data? Adopting the interpretative lens provided by Systems Thinking and Service Logic, a set of hypotheses are defined and tested through the Partial Least Squares (PLS), with reference to the 50 Big Data companies for 2017 as identified by Big Data Quarterly. The results show that several elements such as company's investment in innovation and technology and specialization of human resource positively impact on Big Data Companies' Return on Investment (ROI). Results and discussions herein enrich previous managerial debate about the domain of Big Data highlighting ‘tangible’ elements on which act for improving innovation management approaches for companies.
2020
2019
Altra università italiana
SH1_7 Competitiveness, innovation, research and development
SH1_6 Banking, corporate finance, accounting
Esperti anonimi
Inglese
Internazionale
ELETTRONICO
119
1
330
338
9
Innovation management; Big data; Systems thinking; Service logic
Altra università italiana
Goal 9: Industry, Innovation, and Infrastructure
4
info:eu-repo/semantics/article
262
Caputo, F.; Mazzoleni, A.; Pellicelli, A. C.; Mueller, J.
1 Contributo su Rivista::1.1 Articolo in rivista
none
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/524716
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