Drivers of generative artificial intelligence to fostering exploitative and exploratory innovation: A TOE framework

Ayman wael AL-khatib

doi:10.1016/j.techsoc.2023.102403

journal article Nov 01, 2023

Drivers of generative artificial intelligence to fostering exploitative and exploratory innovation: A TOE framework

Ayman wael AL-khatib

Technology in Society Vol. 75 pp. 102403 · Elsevier BV

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References

79

[1]

Papanagnou "Data-driven digital transformation for emergency situations: the case of the UK retail sector" Int. J. Prod. Econ. (2022) 10.1016/j.ijpe.2022.108628

[2]

Bruni "Industry 4.0 enablers in retailing: a literature review" Int. J. Retail Distrib. Manag. (2022) 10.1108/ijrdm-07-2021-0314

[3]

Ali "The impact of Industry 4.0 on organizational performance: the case of Pakistan's retail industry" Eur. J. Manag. Stud. (2021) 10.1108/ejms-01-2021-0009

[4]

Mustak "Artificial intelligence in marketing: topic modeling, scientometric analysis, and research agenda" J. Bus. Res. (2021) 10.1016/j.jbusres.2020.10.044

[5]

Haleem "Artificial intelligence (AI) applications for marketing: a literature-based study" Int. J. Intell. Netw. (2022)

[6]

Burger "On the use of AI-based tools like ChatGPT to support management research" Eur. J. Innovat. Manag. (2023) 10.1108/ejim-02-2023-0156

[7]

Al-Emran "The role of technology adoption in sustainable development: overview, opportunities, challenges, and future research agendas" Technol. Soc. (2023) 10.1016/j.techsoc.2023.102240

[8]

Javaid "Artificial intelligence applications for industry 4.0: a literature-based study" J. Ind. Integrat. Manag. (2022)

[9]

Bahoo "Artificial intelligence and corporate innovation: a review and research agenda" Technol. Forecast. Soc. Change (2023) 10.1016/j.techfore.2022.122264

[10]

Al-Qaysi "Social media adoption in education: a systematic review of disciplines, applications, and influential factors" Technol. Soc. (2023) 10.1016/j.techsoc.2023.102249

[11]

Mariani "Artificial intelligence in innovation research: a systematic review, conceptual framework, and future research directions" Technovation (2022)

[12]

Mariani "Types of innovation and artificial intelligence: a systematic quantitative literature review and research agenda" J. Bus. Res. (2023) 10.1016/j.jbusres.2022.113364

[13]

Mariani (2022)

[14]

Mondal "How to bell the cat? A theoretical review of generative artificial intelligence towards digital disruption in all walks of life" Technologies (2023) 10.3390/technologies11020044

[15]

Agrawal "ChatGPT and how AI disrupts industries" Harvard Business Review (2022)

[16]

Charles "A critical analysis of the integration of blockchain and artificial intelligence for supply chain" Ann. Oper. Res. (2023)

[17]

Ghobakhloo "Drivers and barriers of Industry 4.0 technology adoption among manufacturing SMEs: a systematic review and transformation roadmap" J. Manuf. Technol. Manag. (2022) 10.1108/jmtm-12-2021-0505

[18]

Alsharida "A systematic review of multi perspectives on human cybersecurity behavior" Technol. Soc. (2023) 10.1016/j.techsoc.2023.102258

[19]

AL-Khatib "The impact of dynamic capabilities on circular economy: the mediating effect of the industrial Internet of things" J. Manuf. Technol. Manag. (2023) 10.1108/jmtm-01-2023-0003

[20]

Tornatzky (1990)

[21]

Bag "Understanding and predicting the determinants of blockchain technology adoption and SMEs' performance" Int. J. Logist. Manag. (2022)

[22]

Nguyen "An extended technology-organization-environment (TOE) framework for online retailing utilization in digital transformation: empirical evidence from vietnam" J. Open Innov.: Technol., Market, and Complex. (2022) 10.3390/joitmc8040200

[23]

Muhic "Barriers to continuance use of cloud computing: evidence from two case studies" Inf. Manag. (2023) 10.1016/j.im.2023.103792

[24]

Das "What drives MLOps adoption? An analysis using the TOE framework" J. Decis. Syst. (2023)

[25]

Hashimy "Determinants of blockchain adoption as decentralized business model by Spanish firms – an innovation theory perspective" Ind. Manag. Data Syst. (2023) 10.1108/imds-01-2022-0030

[26]

Maroufkhani "Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs)" Ind. Manag. Data Syst. (2023) 10.1108/imds-11-2021-0695

[27]

Mukherjee "Achieving organizational performance by integrating industrial Internet of things in the SMEs: a developing country perspective" The TQM J. (2023)

[28]

Drivers and impact of big data analytic adoption in the retail industry: A quantitative investigation applying structural equation modeling

Abdalwali Lutfi, Mahmaod Alrawad, Adi Alsyouf et al.

Journal of Retailing and Consumer Services 2023 10.1016/j.jretconser.2022.103129

[29]

Sharma "Why do SMEs adopt artificial intelligence-based chatbots?" IEEE Trans. Eng. Manag. (2022)

[30]

Hwang "Open innovation and organizational ambidexterity" Eur. J. Innovat. Manag. (2023) 10.1108/ejim-06-2021-0303

[31]

Clauss "Organizational ambidexterity and competitive advantage: the role of strategic agility in the exploration-exploitation paradox" J. Innov. Knowl. (2021) 10.1016/j.jik.2020.07.003

[32]

Nie "Explorative and exploitative innovation: a perspective on CEO humility, narcissism, and market dynamism" J. Bus. Res. (2022) 10.1016/j.jbusres.2022.03.061

[33]

Nigg-Stock "Drivers of exploitative and explorative innovation efficiency" Digital Business (2023) 10.1016/j.digbus.2023.100062

[34]

Al-Khatib "Radical innovation, incremental innovation, and competitive advantage, the moderating role of technological intensity: evidence from the manufacturing sector in Jordan" Eur. Bus. Rev. (2022) 10.1108/ebr-02-2021-0041

[35]

Kamal "Effects of innovation capability on radical and incremental innovations and business performance relationships" J. Eng. Technol. Manag. (2023)

[36]

Iranmanesh "Determinants of intention to adopt big data and outsourcing among SMEs: organisational and technological factors as moderators" Manag. Decis. (2023) 10.1108/md-08-2021-1059

[37]

Rogers (2010)

[38]

Baig "Influence of big data adoption on sustainable marketing and operation of SMEs: a hybrid approach of SEM-ANN" Manag. Decis. (2023) 10.1108/md-06-2022-0778

[39]

Stjepić "Exploring risks in the adoption of business intelligence in SMEs using the TOE framework" J. Risk Financ. Manag. (2021) 10.3390/jrfm14020058

[40]

Rjab (2023)

[41]

Na "Acceptance model of artificial intelligence (AI)-based technologies in construction firms: applying the Technology Acceptance Model (TAM) in combination with the Technology–Organisation–Environment (TOE) framework" Buildings (2022) 10.3390/buildings12020090

[42]

Tseng "Blockchain technology adoption and business performance in large enterprises: a comparison of the United States and China" Technol. Soc. (2023) 10.1016/j.techsoc.2023.102230

[43]

Merhi "Enablers of artificial intelligence adoption and implementation in production systems" Int. J. Prod. Res. (2023)

[44]

Raj "Antecedents and consequents of industry 4.0 adoption using technology, organization and environment (TOE) framework: a meta-analysis" Ann. Oper. Res. (2023) 10.1007/s10479-022-04942-7

[45]

Artificial intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance

Patrick Mikalef, Manjul Gupta

Information & Management 2021 10.1016/j.im.2021.103434

[46]

Kumar "Artificial intelligence and blockchain integration in business: trends from a bibliometric-content analysis" Inf. Syst. Front (2023)

[47]

Jarrahi "Artificial intelligence and knowledge management: a partnership between human and AI" Bus. Horiz. (2023) 10.1016/j.bushor.2022.03.002

[48]

Loureiro "Artificial intelligence in business: state of the art and future research agenda" J. Bus. Res. (2021) 10.1016/j.jbusres.2020.11.001

[49]

Wilson "The circular economy meets artificial intelligence (AI): understanding the opportunities of AI for reverse logistics" Manag. Environ. Q. (2022)

[50]

Lepore "Developing technological capabilities for Industry 4.0 adoption: an analysis of the role of inbound open innovation in small and medium-sized enterprises" Creativ. Innovat. Manag. (2023) 10.1111/caim.12551

Showing 50 of 79 references

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Published: Nov 01, 2023
Vol/Issue: 75
Pages: 102403
License: View

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Ayman wael AL-khatib

Cite This Article

Ayman wael AL-khatib (2023). Drivers of generative artificial intelligence to fostering exploitative and exploratory innovation: A TOE framework. Technology in Society, 75, 102403. https://doi.org/10.1016/j.techsoc.2023.102403

Drivers of generative artificial intelligence to fostering exploitative and exploratory innovation: A TOE framework

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