Data-driven culture;
Data driven innovation;
Competitive advantage;
Firm performance;
Product innovation;
Process innovation;
BIG DATA ANALYTICS;
BUSINESS ANALYTICS;
DYNAMIC CAPABILITIES;
ABSORPTIVE-CAPACITY;
MARKET ORIENTATION;
DECISION-MAKING;
INFORMATION;
SYSTEMS;
MERGERS;
AGENDA;
D O I:
10.1007/s10479-020-03887-z
中图分类号:
C93 [管理学];
O22 [运筹学];
学科分类号:
070105 ;
12 ;
1201 ;
1202 ;
120202 ;
摘要:
Data-driven culture is considered to bring business-oriented cultural transformation to a firm. It is considered to provide substantial dividends to the firms' product and process innovations. Recently, several firms have been using different advanced technology-embedded business analytics (BA) tools to improve their business performance. Again, advancement of information and communication technology has helped firms to explore the option to use BA tools with artificial intelligence. This has brought radical change in the business-oriented cultural landscape of the firms to arrive at accurate decision-making to improve their innovation and performance. In this perspective, the aim of this study is to show how a firm's data-driven culture impacts its product and process innovation, which in turn improves its performance and provides better competitive advantage in the current business environment. With the help of background study, a resource-based view model and different theories, a conceptual model has been developed. The conceptual model has been validated with 456 usable responses from the employees of different firms using different business analytics tools. The study highlights that data-driven culture highly influences both product and process innovation, making the firm more competitive in the industry. In this study, leadership support and data-driven culture have been taken as moderators, whereas firm size, firm age and industry type have been taken as control variables.
机构:
Univ Wollongong, Sydney Business Sch, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Akter, Shahriar
;
Bandara, Ruwan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Sch Management Operat & Mkt, Fac Business, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Bandara, Ruwan
;
Hani, Umme
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Sch Management Operat & Mkt, Fac Business, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Hani, Umme
;
Wamba, Samuel Fosso
论文数: 0引用数: 0
h-index: 0
机构:
Toulouse Univ, Toulouse Business Sch, 20 Blvd Lascrosses, F-31068 Toulouse, FranceUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Wamba, Samuel Fosso
;
Foropon, Cyril
论文数: 0引用数: 0
h-index: 0
机构:
Montpellier Business Sch, 2300 Ave Moulins, F-34080 Montpellier, FranceUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Foropon, Cyril
;
Papadopoulos, Thanos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kent, Kent Business Sch, Canterbury CT2 7NZ, Kent, EnglandUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
机构:
Univ Wollongong, Sydney Business Sch, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Akter, Shahriar
;
Bandara, Ruwan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Sch Management Operat & Mkt, Fac Business, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Bandara, Ruwan
;
Hani, Umme
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Sch Management Operat & Mkt, Fac Business, Wollongong, NSW 2522, AustraliaUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Hani, Umme
;
Wamba, Samuel Fosso
论文数: 0引用数: 0
h-index: 0
机构:
Toulouse Univ, Toulouse Business Sch, 20 Blvd Lascrosses, F-31068 Toulouse, FranceUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Wamba, Samuel Fosso
;
Foropon, Cyril
论文数: 0引用数: 0
h-index: 0
机构:
Montpellier Business Sch, 2300 Ave Moulins, F-34080 Montpellier, FranceUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia
Foropon, Cyril
;
Papadopoulos, Thanos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kent, Kent Business Sch, Canterbury CT2 7NZ, Kent, EnglandUniv Wollongong, Sydney Business Sch, Wollongong, NSW 2522, Australia