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Creating and capturing value from Big Data: A multiple-case study analysis of provider companies

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  1. Cho, Jaehan & DeStefano, Timothy & Kim, Hanhin & Kim, Inchul & Paik, Jin Hyun, 2023. "What's driving the diffusion of next-generation digital technologies?," Technovation, Elsevier, vol. 119(C).
  2. Shih-Chia Chang & Hsu-Hwa Chang & Ming-Tsang Lu, 2021. "Evaluating Industry 4.0 Technology Application in SMEs: Using a Hybrid MCDM Approach," Mathematics, MDPI, vol. 9(4), pages 1-21, February.
  3. Alexander Frey & Manuel Trenz & Daniel Veit, 2019. "A service-dominant logic perspective on the roles of technology in service innovation: uncovering four archetypes in the sharing economy," Journal of Business Economics, Springer, vol. 89(8), pages 1149-1189, December.
  4. Gupta, Shivam & Modgil, Sachin & Bhatt, Priyanka C. & Chiappetta Jabbour, Charbel Jose & Kamble, Sachin, 2023. "Quantum computing led innovation for achieving a more sustainable Covid-19 healthcare industry," Technovation, Elsevier, vol. 120(C).
  5. Cui, Xiling & Zhu, Zhongshan & Liu, Libo & Zhou, Qiang & Liu, Qiang, 2024. "Anomaly detection in consumer review analytics for idea generation in product innovation: Comparing machine learning and deep learning techniques," Technovation, Elsevier, vol. 134(C).
  6. Fangcheng Tang & Zeqiang Qian, 2020. "Leveraging interdependencies among platform and complementors in innovation ecosystem," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-20, October.
  7. Martens, Cristina Dai Prá & Silva, Luciano Ferreira da & Silva, Deivison Feitosa & Martens, Mauro Luiz, 2022. "Challenges in the implementation of internet of things projects and actions to overcome them," Technovation, Elsevier, vol. 118(C).
  8. Teresa Riso & Carla Morrone, 2023. "To Align Technological Advancement and Ethical Conduct: An Analysis of the Relationship between Digital Technologies and Sustainable Decision-Making Processes," Sustainability, MDPI, vol. 15(3), pages 1-21, January.
  9. Day, Min-Yuh & Ni, Yensen, 2023. "Do clean energy indices outperform using contrarian strategies based on contrarian trading rules?," Energy, Elsevier, vol. 272(C).
  10. Culot, Giovanna & Orzes, Guido & Sartor, Marco & Nassimbeni, Guido, 2020. "The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
  11. Michele Gorgoglione & Achille Claudio Garavelli & Umberto Panniello & Angelo Natalicchio, 2023. "Information Retrieval Technologies and Big Data Analytics to Analyze Product Innovation in the Music Industry," Sustainability, MDPI, vol. 15(1), pages 1-16, January.
  12. Haneen Allataifeh & Sedigheh Moghavvemi, 2021. "The Individual Dimension of Digital Innovation: The Altered Roles of Innovation Agents and Market Actors," Sustainability, MDPI, vol. 13(16), pages 1-21, August.
  13. Francesco Facchini & Joanna Oleśków-Szłapka & Luigi Ranieri & Andrea Urbinati, 2019. "A Maturity Model for Logistics 4.0: An Empirical Analysis and a Roadmap for Future Research," Sustainability, MDPI, vol. 12(1), pages 1-18, December.
  14. Pan, Qiaohong & Luo, Wenping & Fu, Yi, 2022. "A csQCA study of value creation in logistics collaboration by big data: A perspective from companies in China," Technology in Society, Elsevier, vol. 71(C).
  15. Zhucui Jing & Ying Zheng & Hongli Guo, 2023. "A Study of the Impact of Digital Competence and Organizational Agility on Green Innovation Performance of Manufacturing Firms—The Moderating Effect Based on Knowledge Inertia," Administrative Sciences, MDPI, vol. 13(12), pages 1-17, December.
  16. Canhoto, Ana Isabel & Clear, Fintan, 2020. "Artificial intelligence and machine learning as business tools: A framework for diagnosing value destruction potential," Business Horizons, Elsevier, vol. 63(2), pages 183-193.
  17. Mortati, Marzia & Magistretti, Stefano & Cautela, Cabirio & Dell’Era, Claudio, 2023. "Data in design: How big data and thick data inform design thinking projects," Technovation, Elsevier, vol. 122(C).
  18. Yuegang Song & Ruibing Wu, 2022. "The Impact of Financial Enterprises’ Excessive Financialization Risk Assessment for Risk Control based on Data Mining and Machine Learning," Computational Economics, Springer;Society for Computational Economics, vol. 60(4), pages 1245-1267, December.
  19. Maniyassouwe Amana & Pingfeng Liu & Mona Alariqi, 2022. "Value Creation and Capture with Big Data in Smart Phones Companies," Sustainability, MDPI, vol. 14(23), pages 1-22, November.
  20. Berndt Jesenko & Christian Schlögl, 2021. "The effect of web of science subject categories on clustering: the case of data-driven methods in business and economic sciences," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(8), pages 6785-6801, August.
  21. Michael Song & Haili Zhang & Jinjin Heng, 2020. "Creating Sustainable Innovativeness through Big Data and Big Data Analytics Capability: From the Perspective of the Information Processing Theory," Sustainability, MDPI, vol. 12(5), pages 1-23, March.
  22. Junfeng Hu & Xiaosa Li & Yuru Xu & Shaowu Wu & Bin Zheng, 2020. "Evaluation of company investment value based on machine learning," Papers 2010.01996, arXiv.org.
  23. Essen, Anna & Frishammar, Johan & Cenamor, Javier, 2023. "Entering non-platformized sectors: The Co-evolution of legitimacy debates and platform business models in digital health care," Technovation, Elsevier, vol. 121(C).
  24. Patrucco, Andrea S. & Marzi, Giacomo & Trabucchi, Daniel, 2023. "The role of absorptive capacity and big data analytics in strategic purchasing and supply chain management decisions," Technovation, Elsevier, vol. 126(C).
  25. Chirumalla, Koteshwar & Leoni, Luna & Oghazi, Pejvak, 2023. "Moving from servitization to digital servitization: Identifying the required dynamic capabilities and related microfoundations to facilitate the transition," Journal of Business Research, Elsevier, vol. 158(C).
  26. Velásquez, Iris María Cantillo & Vargas, Yamile León, 2022. "Tendencias de investigación en los negocios internacionales," Revista Tendencias, Universidad de Narino, vol. 23(2), pages 273-302, July.
  27. Landoni, Paolo & Dell’era, Claudio & Frattini, Federico & Messeni Petruzzelli, Antonio & Verganti, Roberto & Manelli, Luca, 2020. "Business model innovation in cultural and creative industries: Insights from three leading mobile gaming firms," Technovation, Elsevier, vol. 92.
  28. Chin, Tachia & Wang, Wannan & Yang, Meng & Duan, Yunlong & Chen, Yantai, 2021. "The moderating effect of managerial discretion on blockchain technology and the firms’ innovation quality: Evidence from Chinese manufacturing firms," International Journal of Production Economics, Elsevier, vol. 240(C).
  29. Chun-Yan Zhu & Dong-Liang Zhang, 2022. "An Empirical Study on the Mechanism of Dynamic Capacity Formation in the Supply Chain," Sustainability, MDPI, vol. 14(22), pages 1-20, November.
  30. Raphaëlle Barbier & Skander Ben Yahia & Sylvain Lenfle & Benoit Weil, 2024. "Data-push innovation beyond serendipity: The case of a digital platform making Earth Observation data fit into multiple use contexts," Post-Print hal-04611800, HAL.
  31. Ávila-Robinson, Alfonso & Islam, Nazrul & Sengoku, Shintaro, 2022. "Exploring the knowledge base of innovation research: Towards an emerging innovation model," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  32. Corallo, Angelo & Crespino, Anna Maria & Del Vecchio, Vito & Gervasi, Massimiliano & Lazoi, Mariangela & Marra, Manuela, 2023. "Evaluating maturity level of big data management and analytics in industrial companies," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
  33. Markoff-Legrand, Anastasia & Bocquet, Rachel & Gandia, Romain, 2024. "Multi-level neo-institutional analysis of pressures and tensions for adopting a digitally driven business model innovation: Responses from a French energy incumbent," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
  34. Zhennan Wu, 2022. "Using Machine Learning Approach to Evaluate the Excessive Financialization Risks of Trading Enterprises," Computational Economics, Springer;Society for Computational Economics, vol. 59(4), pages 1607-1625, April.
  35. Barbier, Raphaëlle & Ben Yahia, Skander & Lenfle, Sylvain & Weil, Benoit, 2024. "Data-push innovation beyond serendipity: The case of a digital platform making Earth Observation data fit into multiple use contexts," Technovation, Elsevier, vol. 132(C).
  36. Yuan Chang & Xinguo Ming & Xianyu Zhang & Tongtong Zhou & Xiaoqiang Liao & Sijia Cao, 2021. "Servitization and Sustainable Value Creation Strategy for China’s Manufacturing Industry: A Multiple Case Study in the Belt and Road Initiative," Sustainability, MDPI, vol. 13(20), pages 1-28, October.
  37. Cheng, Cong & Wang, Limin, 2022. "How companies configure digital innovation attributes for business model innovation? A configurational view," Technovation, Elsevier, vol. 112(C).
  38. Maryia Zaitsava & Elona Marku & Maria Chiara Guardo & Azar Shahgholian, 2023. "A fine-grained perspective on big data knowledge creation: dimensions, insights, and mechanism from a pilot study," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(2), pages 547-573, June.
  39. Merín-Rodrigáñez, Joan & Dasí, Àngels & Alegre, Joaquín, 2024. "Digital transformation and firm performance in innovative SMEs: The mediating role of business model innovation," Technovation, Elsevier, vol. 134(C).
  40. Ritala, Paavo & Keränen, Joona & Fishburn, Jessica & Ruokonen, Mika, 2024. "Selling and monetizing data in B2B markets: Four data-driven value propositions," Technovation, Elsevier, vol. 130(C).
  41. Xie, Weihong & Zou, Yukun & Guo, Haizhen & Li, Zhongshun, 2024. "What drives digital innovation cycles? Evidence from manufacturing enterprises in China," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  42. Massaro, Maurizio, 2023. "Digital transformation in the healthcare sector through blockchain technology. Insights from academic research and business developments," Technovation, Elsevier, vol. 120(C).
  43. Huňady Ján & Pisár Peter & Khawaja Sarwar & Qureshi Fayyaz Hussain, 2024. "The Digital Transformation of European Union Countries before and during COVID-19," Business Systems Research, Sciendo, vol. 15(1), pages 22-45.
  44. Ozcan, Sercan & Suloglu, Metin & Sakar, C. Okan & Chatufale, Sushant, 2021. "Social media mining for ideation: Identification of sustainable solutions and opinions," Technovation, Elsevier, vol. 107(C).
  45. Gupta, Shivam & Modgil, Sachin & Wong, Christina W.Y. & Kar, Arpan Kumar, 2023. "The role of innovation ambidexterity on the relationship between cognitive computing capabilities and entrepreneurial quality: A comparative study of India and China," Technovation, Elsevier, vol. 127(C).
  46. Justy, Théo & Pellegrin-Boucher, Estelle & Lescop, Denis & Granata, Julien & Gupta, Shivam, 2023. "On the edge of Big Data: Drivers and barriers to data analytics adoption in SMEs," Technovation, Elsevier, vol. 127(C).
  47. Yu, Yan & Ibarra, Julio E. & Kumar, Kuldeep & Chergarova, Vasilka, 2021. "Coevolution of cyberinfrastructure development and scientific progress," Technovation, Elsevier, vol. 100(C).
  48. Temiz, Serdar & Holgersson, Marcus & Björkdahl, Joakim & Wallin, Martin W., 2022. "Open data: Lost opportunity or unrealized potential?," Technovation, Elsevier, vol. 114(C).
  49. Mariani, Marcello M. & Machado, Isa & Nambisan, Satish, 2023. "Types of innovation and artificial intelligence: A systematic quantitative literature review and research agenda," Journal of Business Research, Elsevier, vol. 155(PB).
  50. Xifan Yao & Nanfeng Ma & Jianming Zhang & Kesai Wang & Erfu Yang & Maurizio Faccio, 2024. "Enhancing wisdom manufacturing as industrial metaverse for industry and society 5.0," Journal of Intelligent Manufacturing, Springer, vol. 35(1), pages 235-255, January.
  51. Dal Mas, F. & Massaro, M. & Ndou, V. & Raguseo, E., 2023. "Blockchain technologies for sustainability in the agrifood sector: A literature review of academic research and business perspectives," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
  52. Sarbu, Miruna, 2022. "The impact of industry 4.0 on innovation performance: Insights from German manufacturing and service firms," Technovation, Elsevier, vol. 113(C).
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