Artificial intelligence;
Servitization;
Social innovation;
Fuzzy set qualitative comparative analysis
(fsQCA);
Dynamic capabilities;
BUSINESS-MODEL INNOVATION;
DIGITAL SERVITIZATION;
SERVICE INNOVATION;
SCALE DEVELOPMENT;
MANUFACTURING FIRMS;
COMPLEXITY THEORY;
BIG DATA;
TECHNOLOGIES;
PERFORMANCE;
CREATION;
D O I:
10.1016/j.jbusres.2022.113609
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
The advent of artificial intelligence (AI)-based technologies has opened new opportunities for manufacturers to maintain their technological edge and address pressing societal challenges. This research investigates the nature of the relationships between AI capabilities, servitization, and the role of absorptive capacity. Building on dy-namic capabilities literature, we developed and empirically tested a model using structural equation modeling (SEM) and further applied a fuzzy-set qualitative comparative analysis (fsQCA). Through the construct of AI capabilities and its four sub-dimensions, we find supportive evidence from our model estimates employing data from 185 manufacturing firms in the US and EU. The study findings highlight the positive impact of AI capa-bilities on servitization; this relationship is positively moderated by absorptive capacity. Furthermore, the road to servitization is through advancing AI capabilities related to internal process and resource optimization coupled with AI for social innovation services. The study's theoretical and pragmatic implications are discussed.
机构:
Univ Wollongong, Fac Business & Law, Wollongong, NSW 2522, AustraliaUniv Wollongong, Fac Business & Law, Wollongong, NSW 2522, Australia
Hossain, Sahadat
Fernando, Mario
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Fac Business & Law, Ctr Cross Cultural Management CCCM, Wollongong, NSW 2522, AustraliaUniv Wollongong, Fac Business & Law, Wollongong, NSW 2522, Australia
Fernando, Mario
Akter, Shahriar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Fac Business & Law, Wollongong, NSW, AustraliaUniv Wollongong, Fac Business & Law, Wollongong, NSW 2522, Australia
机构:
Witten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, WittenWitten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, Witten
Weimann V.
Gerken M.
论文数: 0引用数: 0
h-index: 0
机构:
Witten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, WittenWitten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, Witten
Gerken M.
Hülsbeck M.
论文数: 0引用数: 0
h-index: 0
机构:
Witten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, WittenWitten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, Witten
机构:
IMS Unison Univ, Dehra Dun, Uttarakhand, IndiaIMS Unison Univ, Dehra Dun, Uttarakhand, India
Gupta, Yuvika
Khan, Farheen Mujeeb
论文数: 0引用数: 0
h-index: 0
机构:
ICFAI Business Sch, Hyderabad, IndiaIMS Unison Univ, Dehra Dun, Uttarakhand, India
Khan, Farheen Mujeeb
Kumar, Anil
论文数: 0引用数: 0
h-index: 0
机构:
London Metropolitan Univ, Guildhall Sch Business & Law, Dept Operat Supply Chain & Business Analyt, London, EnglandIMS Unison Univ, Dehra Dun, Uttarakhand, India
Kumar, Anil
Luthra, Sunil
论文数: 0引用数: 0
h-index: 0
机构:
Govt Polytech, Dept Mech Engn, Jhajjar, Jhajjarrural, IndiaIMS Unison Univ, Dehra Dun, Uttarakhand, India
Luthra, Sunil
Queiroz, Maciel M.
论文数: 0引用数: 0
h-index: 0
机构:
FGV EAESP, Sao Paulo, BrazilIMS Unison Univ, Dehra Dun, Uttarakhand, India
机构:
Univ Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R ChinaUniv Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R China
Liu, Hefu
Ke, Weiling
论文数: 0引用数: 0
h-index: 0
机构:
Clarkson Univ, Sch Business, Potsdam, NY 13699 USAUniv Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R China
Ke, Weiling
Wei, Kwok Kee
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Coll Business, Kowloon Tong, Hong Kong, Peoples R China
City Univ Hong Kong, Dept Informat Syst, Kowloon Tong, Hong Kong, Peoples R ChinaUniv Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R China
Wei, Kwok Kee
Hua, Zhongsheng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R ChinaUniv Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R China
机构:
Univ Wollongong, Fac Business & Law, Wollongong, NSW 2522, AustraliaUniv Wollongong, Fac Business & Law, Wollongong, NSW 2522, Australia
Hossain, Sahadat
Fernando, Mario
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Fac Business & Law, Ctr Cross Cultural Management CCCM, Wollongong, NSW 2522, AustraliaUniv Wollongong, Fac Business & Law, Wollongong, NSW 2522, Australia
Fernando, Mario
Akter, Shahriar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Fac Business & Law, Wollongong, NSW, AustraliaUniv Wollongong, Fac Business & Law, Wollongong, NSW 2522, Australia
机构:
Witten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, WittenWitten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, Witten
Weimann V.
Gerken M.
论文数: 0引用数: 0
h-index: 0
机构:
Witten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, WittenWitten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, Witten
Gerken M.
Hülsbeck M.
论文数: 0引用数: 0
h-index: 0
机构:
Witten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, WittenWitten Institute for Family Business, Witten/Herdecke University, Alfred-Herrhausen-Str. 50, Witten
机构:
IMS Unison Univ, Dehra Dun, Uttarakhand, IndiaIMS Unison Univ, Dehra Dun, Uttarakhand, India
Gupta, Yuvika
Khan, Farheen Mujeeb
论文数: 0引用数: 0
h-index: 0
机构:
ICFAI Business Sch, Hyderabad, IndiaIMS Unison Univ, Dehra Dun, Uttarakhand, India
Khan, Farheen Mujeeb
Kumar, Anil
论文数: 0引用数: 0
h-index: 0
机构:
London Metropolitan Univ, Guildhall Sch Business & Law, Dept Operat Supply Chain & Business Analyt, London, EnglandIMS Unison Univ, Dehra Dun, Uttarakhand, India
Kumar, Anil
Luthra, Sunil
论文数: 0引用数: 0
h-index: 0
机构:
Govt Polytech, Dept Mech Engn, Jhajjar, Jhajjarrural, IndiaIMS Unison Univ, Dehra Dun, Uttarakhand, India
Luthra, Sunil
Queiroz, Maciel M.
论文数: 0引用数: 0
h-index: 0
机构:
FGV EAESP, Sao Paulo, BrazilIMS Unison Univ, Dehra Dun, Uttarakhand, India
机构:
Univ Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R ChinaUniv Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R China
Liu, Hefu
Ke, Weiling
论文数: 0引用数: 0
h-index: 0
机构:
Clarkson Univ, Sch Business, Potsdam, NY 13699 USAUniv Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R China
Ke, Weiling
Wei, Kwok Kee
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Coll Business, Kowloon Tong, Hong Kong, Peoples R China
City Univ Hong Kong, Dept Informat Syst, Kowloon Tong, Hong Kong, Peoples R ChinaUniv Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R China
Wei, Kwok Kee
Hua, Zhongsheng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R ChinaUniv Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R China