Table 1 Research on big data analytics capabilities and innovation.

From: Big data analytics capability and social innovation: the mediating role of knowledge exploration and exploitation

Independent variable

Typologies

Dependent variable

Theory

Author

Big data analytics capabilities (+)

Green innovation

Natural resource-based view

Al-Khatib (2022)

Big data analytics capabilities (+)

Supply chain innovation

Resource-base view

Bhatti et al. (2022)

Big data analytics capabilities (+)

Business model innovation

Dynamic capabilities view

Ciampi et al. (2021)

Big data analytics capabilities

Information technology capability(+);

Personnel expertise capability(n.s.);

Management capability(n.s.)

Eco-innovation

Resource-base view

Munodawafa and Johl (2019)

Big data analytics capabilities

Tangible resources(+);

Human skills(+);

Intangible resources(+)

Dual innovation

Resource-base view

Su et al. (2022)