Building SMEs’ resilience in times of uncertainty: the role of big data analytics capability and co-innovation

IF 2.4 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE
M. Ciasullo, Raffaella Montera, Alexander Douglas
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引用次数: 18

Abstract

Purpose This paper aims to enhance the small and medium enterprises’ (SMEs) ability to develop resilience in the face of any turbulences, addressing the question on how these organizations can maintain business continuity when faced with a critical event. Design/methodology/approach A mediated regression analysis is conducted to investigate the relationships among big data analytics (BDA) capabilities, coinnovation (CI) and organizational resilience (OR) with reference to 192 big data SMEs in Europe. Findings Research reveals that the BDA capability and CI are positively associated with OR. Moreover, this study discovers the mediating impact of CI on the relationship between BDA capability and OR. Originality/value This paper provides important implications for considering CI as a viable strategy especially in a time of crisis and shows how SMEs are more able to recognize business opportunities. The microfoundations of the resilience building capacity of SMEs are also identified. These microfoundations become recommendations for practitioners to enhance SMEs’ responsiveness in light of coronavirus-related crises.
建立中小企业在不确定时期的韧性:大数据分析能力和协同创新的作用
目的本文旨在提高中小企业在面对任何动荡时的应变能力,解决这些组织在面临重大事件时如何保持业务连续性的问题。设计/方法论/方法通过对欧洲192家大数据中小企业进行中介回归分析,研究了大数据分析(BDA)能力、协同创新(CI)和组织弹性(OR)之间的关系。此外,本研究发现了CI对BDA能力和OR.Originality/value之间关系的中介影响。本文为将CI视为一种可行的战略提供了重要启示,尤其是在危机时期,并展示了中小企业如何更能识别商业机会。还确定了中小企业复原力建设能力的微观基础。这些微基金会成为从业者在应对冠状病毒相关危机时提高中小企业应对能力的建议。
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来源期刊
Transforming Government- People Process and Policy
Transforming Government- People Process and Policy INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
6.70
自引率
11.50%
发文量
44
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