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Types of innovation and artificial intelligence: A systematic quantitative literature review and research agenda

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  1. Singh, Kuldeep & Chatterjee, Sheshadri & Mariani, Marcello, 2024. "Applications of generative AI and future organizational performance: The mediating role of explorative and exploitative innovation and the moderating role of ethical dilemmas and environmental dynamis," Technovation, Elsevier, vol. 133(C).
  2. Chen Qu & Eunyoung Kim, 2025. "Investigating AI Adoption, Knowledge Absorptive Capacity, and Open Innovation in Chinese Apparel MSMEs: An Extended TAM-TOE Model with PLS-SEM Analysis," Sustainability, MDPI, vol. 17(5), pages 1-31, February.
  3. Rimsha Naeem & Marko Kohtamäki & Vinit Parida, 2025. "Artificial intelligence enabled product–service innovation: past achievements and future directions," Review of Managerial Science, Springer, vol. 19(7), pages 2149-2192, July.
  4. Jorzik, Philip & Klein, Sascha P. & Kanbach, Dominik K. & Kraus, Sascha, 2024. "AI-driven business model innovation: A systematic review and research agenda," Journal of Business Research, Elsevier, vol. 182(C).
  5. Frank M. Fossen & Trevor McLemore & Alina Sorgner, 2024. "Artificial Intelligence and Entrepreneurship," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 20(8), pages 781-904, December.
  6. Kopalle, Praveen K. & Lehmann, Donald R. & Ramachandran, Divya & Wetzels, Ruud, 2025. "Journal of Business Research Publications 1973–2024: Topics, methodological approaches, data, and analyses conducted," Journal of Business Research, Elsevier, vol. 194(C).
  7. Zhong, Qian & Zhang, Qun & Yang, Jingjing, 2025. "Can artificial intelligence empower energy enterprises to cope with climate policy uncertainty?," Energy Economics, Elsevier, vol. 141(C).
  8. Zhen Liu & Yixin Liu & Mohamed Osmani, 2024. "Integration of Smart City Technology and Business Model Innovation," Sustainability, MDPI, vol. 16(12), pages 1-30, June.
  9. Pereira, Vijay & Nair, Asha KS. & Bhattacharyya, Som Sekhar, 2025. "Exploring and investigating the complementarity and multidimensionality of innovation for sustainability research: Past present and future," Technovation, Elsevier, vol. 139(C).
  10. Shuangzhi Zhang, 2023. "Impact of industrial robot applications on global value chain participation of China manufacturing industry: Mediation effect based on product upgrading," PLOS ONE, Public Library of Science, vol. 18(11), pages 1-22, November.
  11. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.
  12. Al-khatib, Ayman wael & AL-Shboul, Moh'd Anwer & Khattab, Mais, 2024. "How can generative artificial intelligence improve digital supply chain performance in manufacturing firms? Analyzing the mediating role of innovation ambidexterity using hybrid analysis through CB-SE," Technology in Society, Elsevier, vol. 78(C).
  13. Attah-Boakye, Rexford & Adams, Kweku & Hernandez-Perdomo, Elvis & Yu, Honglan & Johansson, Jeaneth, 2023. "Resource re-orchestration and firm survival in crisis periods: The role of business models of technology MNEs during COVID-19," Technovation, Elsevier, vol. 125(C).
  14. Cristofaro, Matteo & Giardino, Pier Luigi & Barboni, Luca, 2025. "Growth hacking: A scientific approach for data-driven decision making," Journal of Business Research, Elsevier, vol. 186(C).
  15. Minjun Kim, 2023. "Connecting artificial intelligence to value creation in services: mechanism and implications," Service Business, Springer;Pan-Pacific Business Association, vol. 17(4), pages 851-878, December.
  16. An, Meng & Lin, Jiabao & Luo, Xin (Robert), 2024. "The impact of human AI skills on organizational innovation: The moderating role of digital organizational culture," Journal of Business Research, Elsevier, vol. 182(C).
  17. VGR Chandran & Tariq Ahmed & Fedwa Jebli & Alexander Josiassen & Eva Lang, 2024. "Developing innovation capability in the hotel industry, who and what is important? A mixed methods approach," Tourism Economics, , vol. 30(3), pages 728-748, May.
  18. Chaudhuri, Ranjan & Chatterjee, Sheshadri & Mariani, Marcello M. & Wamba, Samuel Fosso, 2024. "Assessing the influence of emerging technologies on organizational data driven culture and innovation capabilities: A sustainability performance perspective," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  19. Tachia Chin & Muhammad Waleed Ayub Ghouri & Jiyang Jin & Muhammet Deveci, 2024. "AI technologies affording the orchestration of ecosystem-based business models: the moderating role of AI knowledge spillover," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
  20. Maria Della Lucia & Giulia Dore & Rana Muhammad Umar, 2024. "Handling the open culture dilemma in museum management: an exploratory interdisciplinary study," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(12), pages 7699-7733, December.
  21. wael AL-khatib, Ayman, 2023. "Drivers of generative artificial intelligence to fostering exploitative and exploratory innovation: A TOE framework," Technology in Society, Elsevier, vol. 75(C).
  22. Aleksandra Kuzior & Mariya Sira & Paulina Brożek, 2023. "Use of Artificial Intelligence in Terms of Open Innovation Process and Management," Sustainability, MDPI, vol. 15(9), pages 1-16, April.
  23. Akter, Shahriar & Hossain, Md Afnan & Sajib, Shahriar & Sultana, Saida & Rahman, Mahfuzur & Vrontis, Demetris & McCarthy, Grace, 2023. "A framework for AI-powered service innovation capability: Review and agenda for future research," Technovation, Elsevier, vol. 125(C).
  24. Chao Xu & Sung-Eui Cho, 2025. "Factors Affecting Human–AI Collaboration Performances in Financial Sector: Sustainable Service Development Perspective," Sustainability, MDPI, vol. 17(10), pages 1-28, May.
  25. Mahour Parast & Adegoke Oke & Matthew Doolin, 2025. "Investigating the Effect of Innovation Activities of Firms on Innovation Performance: Does Firm Size Matter?," Working Papers 25-04, Center for Economic Studies, U.S. Census Bureau.
  26. Sundberg, Leif & Holmström, Jonny, 2024. "Innovating by prompting: How to facilitate innovation in the age of generative AI," Business Horizons, Elsevier, vol. 67(5), pages 561-570.
  27. Fang, Yuzhu & Lee, Chi-Chuan & Li, Xinghao, 2025. "Assessing the impact of artificial intelligence on the transition to renewable energy? Analysis of U.S. states under policy uncertainty," Renewable Energy, Elsevier, vol. 246(C).
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