The impact of artificial intelligence capabilities on servitization: The moderating role of absorptive capacity-A dynamic capabilities perspective
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DOI: 10.1016/j.jbusres.2022.113609
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- Garcia Martin, Patricia Carolina & Schroeder, Andreas & Ziaee Bigdeli, Ali, 2019. "The value architecture of servitization: Expanding the research scope," Journal of Business Research, Elsevier, vol. 104(C), pages 438-449.
- Nenad Tomašev & Julien Cornebise & Frank Hutter & Shakir Mohamed & Angela Picciariello & Bec Connelly & Danielle C. M. Belgrave & Daphne Ezer & Fanny Cachat van der Haert & Frank Mugisha & Gerald Abil, 2020. "AI for social good: unlocking the opportunity for positive impact," Nature Communications, Nature, vol. 11(1), pages 1-6, December.
- Nishant, Rohit & Kennedy, Mike & Corbett, Jacqueline, 2020. "Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda," International Journal of Information Management, Elsevier, vol. 53(C).
- Haefner, Naomi & Wincent, Joakim & Parida, Vinit & Gassmann, Oliver, 2021. "Artificial intelligence and innovation management: A review, framework, and research agenda✰," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
- Dwivedi, Yogesh K. & Hughes, Laurie & Ismagilova, Elvira & Aarts, Gert & Coombs, Crispin & Crick, Tom & Duan, Yanqing & Dwivedi, Rohita & Edwards, John & Eirug, Aled & Galanos, Vassilis & Ilavarasan, , 2021. "Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy," International Journal of Information Management, Elsevier, vol. 57(C).
- Scuotto, Veronica & Magni, Domitilla & Palladino, Rosa & Nicotra, Melita, 2022. "Triggering disruptive technology absorptive capacity by CIOs. Explorative research on a micro-foundation lens," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
- Paul A. Pavlou & Omar A. El Sawy, 2006. "From IT Leveraging Competence to Competitive Advantage in Turbulent Environments: The Case of New Product Development," Information Systems Research, INFORMS, vol. 17(3), pages 198-227, September.
- Desouza, Kevin C. & Dawson, Gregory S. & Chenok, Daniel, 2020. "Designing, developing, and deploying artificial intelligence systems: Lessons from and for the public sector," Business Horizons, Elsevier, vol. 63(2), pages 205-213.
- Philip Anderson, 1999. "Perspective: Complexity Theory and Organization Science," Organization Science, INFORMS, vol. 10(3), pages 216-232, June.
- Leone, Daniele & Schiavone, Francesco & Appio, Francesco Paolo & Chiao, Benjamin, 2021. "How does artificial intelligence enable and enhance value co-creation in industrial markets? An exploratory case study in the healthcare ecosystem," Journal of Business Research, Elsevier, vol. 129(C), pages 849-859.
- Erico Marcon & Arthur Marcon & Marie-Anne Le Dain & Néstor Fabián Ayala & Alejandro Germán Frank, 2019. "Barriers for the digitalization of servitization," Post-Print hal-02337498, HAL.
- Ahlin, Branka & Drnovšek, Mateja & Hisrich, Robert D., 2014. "Exploring the moderating effects of absorptive capacity on the relationship between social networks and innovation," Journal of East European Management Studies, Rainer Hampp Verlag, vol. 19(2), pages 213-235.
- El Amri Dhouha & Houcine Akrout, 2020. "Perceived design affordance of new products: Scale development and validation," Post-Print hal-02932380, HAL.
- Burström, Thommie & Parida, Vinit & Lahti, Tom & Wincent, Joakim, 2021. "AI-enabled business-model innovation and transformation in industrial ecosystems: A framework, model and outline for further research," Journal of Business Research, Elsevier, vol. 127(C), pages 85-95.
- Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
- Nisreen Ameen & Ali Tarhini & Alexander Reppel & Amitabh Anand, 2021. "Customer experiences in the age of artificial intelligence," Post-Print halshs-03045430, HAL.
- Stewart Thornhill & Raphael Amit, 2003. "Learning About Failure: Bankruptcy, Firm Age, and the Resource-Based View," Organization Science, INFORMS, vol. 14(5), pages 497-509, October.
- Bag, Surajit & Pretorius, Jan Ham Christiaan & Gupta, Shivam & Dwivedi, Yogesh K., 2021. "Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
- Escribano, Alvaro & Fosfuri, Andrea & Tribó, Josep A., 2009. "Managing external knowledge flows: The moderating role of absorptive capacity," Research Policy, Elsevier, vol. 38(1), pages 96-105, February.
- Lara Waltersmann & Steffen Kiemel & Julian Stuhlsatz & Alexander Sauer & Robert Miehe, 2021. "Artificial Intelligence Applications for Increasing Resource Efficiency in Manufacturing Companies—A Comprehensive Review," Sustainability, MDPI, vol. 13(12), pages 1-26, June.
- Armstrong, J. Scott & Overton, Terry S., 1977.
"Estimating Nonresponse Bias in Mail Surveys,"
MPRA Paper
81694, University Library of Munich, Germany.
- JS Armstrong & Terry Overton, 2005. "Estimating Nonresponse Bias in Mail Surveys," General Economics and Teaching 0502044, University Library of Munich, Germany.
- Sjödin, David & Parida, Vinit & Palmié, Maximilian & Wincent, Joakim, 2021. "How AI capabilities enable business model innovation: Scaling AI through co-evolutionary processes and feedback loops," Journal of Business Research, Elsevier, vol. 134(C), pages 574-587.
- Surajit Bag & Shivam Gupta & Ajay Kumar & Uthayasankar Sivarajah, 2021. "An integrated artificial intelligence framework for knowledge creation and B2B marketing rational decision making for improving firm performance," Post-Print hal-03188195, HAL.
- Kumar, V. & Ramachandran, Divya & Kumar, Binay, 2021. "Influence of new-age technologies on marketing: A research agenda," Journal of Business Research, Elsevier, vol. 125(C), pages 864-877.
- Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
- El Amri, Dhouha & Akrout, Houcine, 2020. "Perceived design affordance of new products: Scale development and validation," Journal of Business Research, Elsevier, vol. 121(C), pages 127-141.
- William P. Barnett & Elizabeth G. Pontikes, 2008. "The Red Queen, Success Bias, and Organizational Inertia," Management Science, INFORMS, vol. 54(7), pages 1237-1251, July.
- Sabri, Ouidade & Obermiller, Carl, 2012. "Consumer perception of taboo in ads," Journal of Business Research, Elsevier, vol. 65(6), pages 869-873.
- Kohtamäki, Marko & Parida, Vinit & Oghazi, Pejvak & Gebauer, Heiko & Baines, Tim, 2019. "Digital servitization business models in ecosystems: A theory of the firm," Journal of Business Research, Elsevier, vol. 104(C), pages 380-392.
- Magda Hercheui & Rishikesh Ranjith, 2020. "Improving Organization Dynamic Capabilities Using Artificial Intelligence," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 14(1), pages 87-96.
- David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
- Bradley C. Wheeler, 2002. "NEBIC: A Dynamic Capabilities Theory for Assessing Net-Enablement," Information Systems Research, INFORMS, vol. 13(2), pages 125-146, June.
- Mora Cortez, Roberto & Johnston, Wesley J., 2018. "Needed B2B marketing capabilities: Insights from the USA and emerging Latin America," International Business Review, Elsevier, vol. 27(3), pages 594-609.
- Ricardo Vinuesa & Hossein Azizpour & Iolanda Leite & Madeline Balaam & Virginia Dignum & Sami Domisch & Anna Felländer & Simone Daniela Langhans & Max Tegmark & Francesco Fuso Nerini, 2020. "The role of artificial intelligence in achieving the Sustainable Development Goals," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
- Flatten, Tessa C. & Engelen, Andreas & Zahra, Shaker A. & Brettel, Malte, 2011. "A measure of absorptive capacity: Scale development and validation," European Management Journal, Elsevier, vol. 29(2), pages 98-116, April.
- Pappas, Ilias O. & Woodside, Arch G., 2021. "Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing," International Journal of Information Management, Elsevier, vol. 58(C).
- Vázquez-Canteli, José R. & Nagy, Zoltán, 2019. "Reinforcement learning for demand response: A review of algorithms and modeling techniques," Applied Energy, Elsevier, vol. 235(C), pages 1072-1089.
- Wolfgang Ulaga & Werner Reinartz, 2011. "Hybrid Offerings: How Manufacturing Firms Combine Goods and Services Successfully," Post-Print hal-00642039, HAL.
- Michael J. Tippins & Ravipreet S. Sohi, 2003. "IT competency and firm performance: is organizational learning a missing link?," Strategic Management Journal, Wiley Blackwell, vol. 24(8), pages 745-761, August.
- Siachou, Evangelia & Vrontis, Demetris & Trichina, Eleni, 2021. "Can traditional organizations be digitally transformed by themselves? The moderating role of absorptive capacity and strategic interdependence," Journal of Business Research, Elsevier, vol. 124(C), pages 408-421.
- Neirotti, Paolo & Pesce, Danilo & Battaglia, Daniele, 2021. "Algorithms for operational decision-making: An absorptive capacity perspective on the process of converting data into relevant knowledge," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
- Thomas Davenport & Abhijit Guha & Dhruv Grewal & Timna Bressgott, 2020. "How artificial intelligence will change the future of marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 24-42, January.
- Frank T. Rothaermel & Maria Tereza Alexandre, 2009. "Ambidexterity in Technology Sourcing: The Moderating Role of Absorptive Capacity," Organization Science, INFORMS, vol. 20(4), pages 759-780, August.
- Ahlin, Branka & Drnovšek, Mateja & Hisrich, Robert D., 2014. "Exploring the moderating effects of absorptive capacity on the relationship between social networks and innovation," Journal of East European Management Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 19(2), pages 213-235.
- Sjödin, David & Parida, Vinit & Kohtamäki, Marko & Wincent, Joakim, 2020. "An agile co-creation process for digital servitization: A micro-service innovation approach," Journal of Business Research, Elsevier, vol. 112(C), pages 478-491.
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Cited by:
- Lee, Min-Jae & Kim, Yanghee & Roh, Taewoo, 2024. "Exploring the role of digital servitization for green innovation: Absorptive capacity, transformative capacity, and environmental strategy," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
- Li, Lixu & Liu, Yaoqi & Jin, Yong & Cheng, T.C. Edwin & Zhang, Qianjun, 2024. "Generative AI-enabled supply chain management: The critical role of coordination and dynamism," International Journal of Production Economics, Elsevier, vol. 277(C).
- Behl, Abhishek & Sampat, Brinda & Gaur, Jighyasu & Pereira, Vijay & Laker, Benjamin & Shankar, Amit & Shi, Yangyan & Roohanifar, Mohammad, 2024. "Can gamification help green supply chain management firms achieve sustainable results in servitized ecosystem? An empirical investigation," Technovation, Elsevier, vol. 129(C).
- Fosso Wamba, Samuel & Queiroz, Maciel M. & Trinchera, Laura, 2024. "The role of artificial intelligence-enabled dynamic capability on environmental performance: The mediation effect of a data-driven culture in France and the USA," International Journal of Production Economics, Elsevier, vol. 268(C).
- Jacques Bughin, 2024. "Doing versus Saying: Responsible AI among Large Firms," Working Papers TIMES² 2024-077, ULB -- Universite Libre de Bruxelles.
- Fu, Tong & Qiu, Zhaoxuan & Yang, Xiangyang & Li, Zijun, 2024. "The impact of artificial intelligence on green technology cycles in China," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
- Muhammad Salar Khan & Hamza Umer & Farhana Faruqe, 2024. "Artificial intelligence for low income countries," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
- Filosa, Clara & Jovanovic, Marin & Agostini, Lara & Nosella, Anna, 2025.
"Pivoting B2B platform business models: From platform experimentation to multi-platform integration to ecosystem envelopment,"
International Journal of Production Economics, Elsevier, vol. 280(C).
- Clara Filosa & Marin Jovanovic & Lara Agostini & Anna Nosella, 2024. "Pivoting B2B platform business models: From platform experimentation to multi-platform integration to ecosystem envelopment," Papers 2412.19931, arXiv.org.
- Audretsch, David Bruce & Belitski, Maksim & Spadavecchia, Anna & Zahra, Shaker A., 2024. "The more, the merrier or the less is more? The role of firm capabilities and industry in the knowledge spillover of innovation," Technovation, Elsevier, vol. 138(C).
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Keywords
Artificial intelligence; Servitization; Social innovation; Fuzzy set qualitative comparative analysis (fsQCA); Dynamic capabilities;All these keywords.
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