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Big data analytics capabilities and performance: Evidence from a moderated multi-mediation model

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  1. Ashrafi, Amir & Zareravasan, Ahad, 2022. "An ambidextrous approach on the business analytics-competitive advantage relationship: Exploring the moderating role of business analytics strategy," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
  2. Mariani, Marcello M. & Fosso Wamba, Samuel, 2020. "Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies," Journal of Business Research, Elsevier, vol. 121(C), pages 338-352.
  3. Chen, Yantai & Luo, Haibei & Chen, Jin & Guo, Yanlin, 2022. "Building data-driven dynamic capabilities to arrest knowledge hiding: A knowledge management perspective," Journal of Business Research, Elsevier, vol. 139(C), pages 1138-1154.
  4. Troise, Ciro & Corvello, Vincenzo & Ghobadian, Abby & O'Regan, Nicholas, 2022. "How can SMEs successfully navigate VUCA environment: The role of agility in the digital transformation era," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  5. Mohammad Taghi Taghavifard & Setareh Majidian, 2022. "Identifying Cloud Computing Risks based on Firm’s Ambidexterity Performance using Fuzzy VIKOR Technique," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(1), pages 113-133, March.
  6. Sun, Pengfei & Yuan, Chunhui & Li, Xiaolong & Di, Jia, 2024. "Big data analytics, firm risk and corporate policies: Evidence from China," Research in International Business and Finance, Elsevier, vol. 70(PB).
  7. Zhengang Zhang & Yu Shang & Linyuan Cheng & Antao Hu, 2022. "Big Data Capability and Sustainable Competitive Advantage: The Mediating Role of Ambidextrous Innovation Strategy," Sustainability, MDPI, vol. 14(14), pages 1-17, July.
  8. Di Prima, Christian & Cepel, Martin & Kotaskova, Anna & Ferraris, Alberto, 2024. "Help me help you: How HR analytics forecasts foster organizational creativity," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
  9. Bargoni, Augusto & Santoro, Gabriele & Messeni Petruzzelli, Antonio & Ferraris, Alberto, 2024. "Growth hacking: A critical review to clarify its meaning and guide its practical application," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  10. Hossain, Md Afnan & Akter, Shahriar & Yanamandram, Venkata, 2021. "Why doesn't our value creation payoff: Unpacking customer analytics-driven value creation capability to sustain competitive advantage," Journal of Business Research, Elsevier, vol. 131(C), pages 287-296.
  11. Scuotto, V & Nicotra, M. & Del Giudice, M. & Krueger, N. & Gregori, G.L., 2021. "A microfoundational perspective on SMEs’ growth in the digital transformation era," Journal of Business Research, Elsevier, vol. 129(C), pages 382-392.
  12. Jun Dong & A-Ru-Han Bao & Yao Liu & Xi-Hao Dou & Dong-Ran Liu & Gui-Yuan Xue, 2022. "Dynamic Differential Game Strategy of the Energy Big Data Ecosystem Considering Technological Innovation," Sustainability, MDPI, vol. 14(12), pages 1-24, June.
  13. J. M. Núñez-Pomar & P. Escamilla-Fajardo & V. Prado-Gascó, 0. "Relationship between entrepreneurial orientation and social performance in Spanish sports clubs. The effect of the type of funding and the level of competition," International Entrepreneurship and Management Journal, Springer, vol. 0, pages 1-19.
  14. Violetta Wilk & Helen Cripps & Alexandru Capatina & Adrian Micu & Angela-Eliza Micu, 2021. "The state of #digitalentrepreneurship: a big data Leximancer analysis of social media activity," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1899-1916, December.
  15. Li, Lixu & Ye, Fei & Zhan, Yuanzhu & Kumar, Ajay & Schiavone, Francesco & Li, Yina, 2022. "Unraveling the performance puzzle of digitalization: Evidence from manufacturing firms," Journal of Business Research, Elsevier, vol. 149(C), pages 54-64.
  16. Ahmad Ibrahim Aljumah & Mohammed T. Nuseir & Md. Mahmudul Alam, 2021. "Traditional marketing analytics, big data analytics and big data system quality and the success of new product development," Post-Print hal-03538161, HAL.
  17. Chueh, Hao-En & Huang, Duen-Huang, 2023. "Usage intention model of digital assessment systems," Journal of Business Research, Elsevier, vol. 156(C).
  18. Panagiotis Kafetzopoulos & Evangelos Psomas & Anastasia A. Katou, 2023. "Promoting Strategic Flexibility and Business Performance through Organizational Ambidexterity," Sustainability, MDPI, vol. 15(17), pages 1-15, August.
  19. Forliano, Canio & Ferraris, Alberto & Bivona, Enzo & Couturier, Jerome, 2022. "Pouring new wine into old bottles: A dynamic perspective of the interplay among environmental dynamism, capabilities development, and performance," Journal of Business Research, Elsevier, vol. 142(C), pages 448-463.
  20. Arenas, Laura & Vizuete-Luciano, Emili & Gil-Lafuente, Anna María, 2024. "Banking FinTech and stock market volatility? The BIZUM case," Research in International Business and Finance, Elsevier, vol. 71(C).
  21. Luqman, Adeel & Wang, Liangyu & Katiyar, Gagan & Agarwal, Reeti & Mohapatra, Amiya Kumar, 2024. "Unpacking associations between positive-negative valence and ambidexterity of big data. Implications for firm performance," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  22. Modgil, Sachin & Gupta, Shivam & Sivarajah, Uthayasankar & Bhushan, Bharat, 2021. "Big data-enabled large-scale group decision making for circular economy: An emerging market context," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
  23. Li, Lixu & Zhu, Wenwen & Wei, Long & Yang, Shuili, 2022. "How can digital collaboration capability boost service innovation? Evidence from the information technology industry," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  24. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris & Thrassou, Alkis & Ghosh, Soumya Kanti, 2021. "Adoption of artificial intelligence-integrated CRM systems in agile organizations in India," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
  25. Meijuan Wang & Mingzhi Zhang & Haiqian Chen & Donghua Yu, 2023. "How Does Digital Economy Promote the Geographical Agglomeration of Manufacturing Industry?," Sustainability, MDPI, vol. 15(2), pages 1-19, January.
  26. Gupta, Shivam & Justy, Théo & Kamboj, Shampy & Kumar, Ajay & Kristoffersen, Eivind, 2021. "Big data and firm marketing performance: Findings from knowledge-based view," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
  27. Karim, Mohammed Shamsul & Nahar, Sharmin & Demirbag, Mehmet, 2022. "Resource-Based Perspective on ICT Use and Firm Performance: A Meta-analysis Investigating the Moderating Role of Cross-Country ICT Development Status," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
  28. Jiang, Kangqi & Du, Xinyi & Chen, Zhongfei, 2022. "Firms' digitalization and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 82(C).
  29. Osama Musa Ali Al-Darras & Cem Tanova, 2022. "From Big Data Analytics to Organizational Agility: What Is the Mechanism?," SAGE Open, , vol. 12(2), pages 21582440221, June.
  30. Usai, A. & Fiano, F. & Messeni Petruzzelli, A. & Paoloni, P. & Farina Briamonte, M. & Orlando, B., 2021. "Unveiling the impact of the adoption of digital technologies on firms’ innovation performance," Journal of Business Research, Elsevier, vol. 133(C), pages 327-336.
  31. Lahcene Makhloufi & László Vasa & Joanna Rosak-Szyrocka & Farouk Djermani, 2023. "Understanding the Impact of Big Data Analytics and Knowledge Management on Green Innovation Practices and Organizational Performance: The Moderating Effect of Government Support," Sustainability, MDPI, vol. 15(11), pages 1-22, May.
  32. Afraz, Muhammad Fawad & Bhatti, Sabeen Hussain & Ferraris, Alberto & Couturier, Jerome, 2021. "The impact of supply chain innovation on competitive advantage in the construction industry: Evidence from a moderated multi-mediation model," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
  33. Bhatti, Sabeen Hussain & Santoro, Gabriele & Khan, Jabran & Rizzato, Fabio, 2021. "Antecedents and consequences of business model innovation in the IT industry," Journal of Business Research, Elsevier, vol. 123(C), pages 389-400.
  34. Jain, Geetika & Paul, Justin & Shrivastava, Archana, 2021. "Hyper-personalization, co-creation, digital clienteling and transformation," Journal of Business Research, Elsevier, vol. 124(C), pages 12-23.
  35. Olabode, Oluwaseun E. & Boso, Nathaniel & Hultman, Magnus & Leonidou, Constantinos N., 2022. "Big data analytics capability and market performance: The roles of disruptive business models and competitive intensity," Journal of Business Research, Elsevier, vol. 139(C), pages 1218-1230.
  36. Zhao, Guoqing & Xie, Xiaotian & Wang, Yi & Liu, Shaofeng & Jones, Paul & Lopez, Carmen, 2024. "Barrier analysis to improve big data analytics capability of the maritime industry: A mixed-method approach," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  37. Qiaohong Pan & Wenping Luo & Benjamin Ohene Kwapong Baffoe, 2024. "The Impact of Control and Innovation Capabilities on Performance in a Platform Ecosystem: An Assessment of Chinese Firms," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 12783-12808, September.
  38. Chin, Tachia & Shi, Yi & Singh, Sanjay Kumar & Agbanyo, George Kwame & Ferraris, Alberto, 2022. "Leveraging blockchain technology for green innovation in ecosystem-based business models: A dynamic capability of values appropriation," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
  39. Oesterreich, Thuy Duong & Anton, Eduard & Teuteberg, Frank & Dwivedi, Yogesh K, 2022. "The role of the social and technical factors in creating business value from big data analytics: A meta-analysis," Journal of Business Research, Elsevier, vol. 153(C), pages 128-149.
  40. Muhammad Adeel Munir & Amjad Hussain & Muhammad Farooq & Muhammad Salman Habib & Muhammad Faisal Shahzad, 2023. "Data-Driven Transformation: The Role of Ambidexterity and Analytics Capability in Building Dynamic and Sustainable Supply Chains," Sustainability, MDPI, vol. 15(14), pages 1-37, July.
  41. Kinkel, Steffen & Baumgartner, Marco & Cherubini, Enrica, 2022. "Prerequisites for the adoption of AI technologies in manufacturing – Evidence from a worldwide sample of manufacturing companies," Technovation, Elsevier, vol. 110(C).
  42. Zahoor, Nadia & Zopiatis, Anastasios & Adomako, Samuel & Lamprinakos, Grigorios, 2023. "The micro-foundations of digitally transforming SMEs: How digital literacy and technology interact with managerial attributes," Journal of Business Research, Elsevier, vol. 159(C).
  43. Ciampi, Francesco & Faraoni, Monica & Ballerini, Jacopo & Meli, Francesco, 2022. "The co-evolutionary relationship between digitalization and organizational agility: Ongoing debates, theoretical developments and future research perspectives," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
  44. Benzidia, Smail & Makaoui, Naouel & Bentahar, Omar, 2021. "The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
  45. J. M. Núñez-Pomar & P. Escamilla-Fajardo & V. Prado-Gascó, 2020. "Relationship between entrepreneurial orientation and social performance in Spanish sports clubs. The effect of the type of funding and the level of competition," International Entrepreneurship and Management Journal, Springer, vol. 16(3), pages 981-999, September.
  46. Khalid Mehmood & Pradeep Kautish & Sachin Kumar Mangla & Ahsan Ali & Yigit Kazancoglu, 2024. "Navigating a net‐zero economy future: Antecedents and consequences of net‐zero economy‐based green innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 4175-4197, July.
  47. Suqin Liao & Qianying Hu & Jingjing Wei, 2023. "How to Leverage Big Data Analytic Capabilities for Innovation Ambidexterity: A Mediated Moderation Model," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
  48. Chen, Zhongfei & Xiao, Yu & Jiang, Kangqi, 2023. "The impact of tax reform on firms' digitalization in China," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
  49. Ngoc Thach Pham & Anh Duc Do & Quang Vinh Nguyen & Van Loi Ta & Thi Thanh Binh Dao & Dieu Linh Ha & Xuan Truong Hoang, 2021. "Research on Knowledge Management Models at Universities Using Fuzzy Analytic Hierarchy Process (FAHP)," Sustainability, MDPI, vol. 13(2), pages 1-15, January.
  50. Choi, Tsan-Ming & Chen, Yue, 2021. "Circular supply chain management with large scale group decision making in the big data era: The macro-micro model," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
  51. Guha Majumder, Madhumita & Dutta Gupta, Sangita & Paul, Justin, 2022. "Perceived usefulness of online customer reviews: A review mining approach using machine learning & exploratory data analysis," Journal of Business Research, Elsevier, vol. 150(C), pages 147-164.
  52. Ashaari, Mohamed Azlan & Singh, Karpal Singh Dara & Abbasi, Ghazanfar Ali & Amran, Azlan & Liebana-Cabanillas, Francisco J., 2021. "Big data analytics capability for improved performance of higher education institutions in the Era of IR 4.0: A multi-analytical SEM & ANN perspective," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  53. Munir, Muhammad Adeel & Hussain, Amjad & Farooq, Muhammad & Rehman, Ateekh Ur & Masood, Tariq, 2024. "Building resilient supply chains: Empirical evidence on the contributions of ambidexterity, risk management, and analytics capability," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  54. Meadows, Maureen & Merendino, Alessandro & Dibb, Sally & Garcia-Perez, Alexeis & Hinton, Matthew & Papagiannidis, Savvas & Pappas, Ilias & Wang, Huamao, 2022. "Tension in the data environment: How organisations can meet the challenge," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  55. Gastaldi, Luca & Lessanibahri, Sina & Tedaldi, Gianluca & Miragliotta, Giovanni, 2022. "Companies’ adoption of Smart Technologies to achieve structural ambidexterity: an analysis with SEM," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  56. Yasmin, Mariam & Tatoglu, Ekrem & Kilic, Huseyin Selcuk & Zaim, Selim & Delen, Dursun, 2020. "Big data analytics capabilities and firm performance: An integrated MCDM approach," Journal of Business Research, Elsevier, vol. 114(C), pages 1-15.
  57. Maurizio Dallocchio & Marcello Lambri & Emiliano Sironi & Emanuele Teti, 2024. "The Role of Digitalization in Cross-Border E-Commerce Performance of Italian SMEs," Sustainability, MDPI, vol. 16(2), pages 1-17, January.
  58. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris & Jabeen, Fauzia, 2022. "Digital transformation of organization using AI-CRM: From microfoundational perspective with leadership support," Journal of Business Research, Elsevier, vol. 153(C), pages 46-58.
  59. Bansal, Sanchita & Singh, Shifali & Nangia, Priya, 2022. "Assessing the role of natural resource utilization in attaining select sustainable development goals in the era of digitalization," Resources Policy, Elsevier, vol. 79(C).
  60. Salvi, Antonio & Vitolla, Filippo & Rubino, Michele & Giakoumelou, Anastasia & Raimo, Nicola, 2021. "Online information on digitalisation processes and its impact on firm value," Journal of Business Research, Elsevier, vol. 124(C), pages 437-444.
  61. Sivarajah, Uthayasankar & Kumar, Sachin & Kumar, Vinod & Chatterjee, Sheshadri & Li, Jing, 2024. "A study on big data analytics and innovation: From technological and business cycle perspectives," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
  62. Xing, Yunfei & Wang, Xiwei & Qiu, Chengcheng & Li, Yueqi & He, Wu, 2022. "Research on opinion polarization by big data analytics capabilities in online social networks," Technology in Society, Elsevier, vol. 68(C).
  63. Li, Lei & Lin, Jiabao & Ouyang, Ye & Luo, Xin (Robert), 2022. "Evaluating the impact of big data analytics usage on the decision-making quality of organizations," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  64. Shuchi Gupta & Nishad Nawaz & Abhishek Tripathi & Saqib Muneer & Naveed Ahmad, 2021. "Using Social Media as a Medium for CSR Communication, to Induce Consumer–Brand Relationship in the Banking Sector of a Developing Economy," Sustainability, MDPI, vol. 13(7), pages 1-16, March.
  65. Rossi, Matteo & Festa, Giuseppe & Devalle, Alain & Mueller, Jens, 2020. "When corporations get disruptive, the disruptive get corporate: Financing disruptive technologies through corporate venture capital," Journal of Business Research, Elsevier, vol. 118(C), pages 378-388.
  66. Mansour Alyahya & Meqbel Aliedan & Gomaa Agag & Ziad H. Abdelmoety, 2023. "Understanding the Relationship between Big Data Analytics Capabilities and Sustainable Performance: The Role of Strategic Agility and Firm Creativity," Sustainability, MDPI, vol. 15(9), pages 1-17, May.
  67. Di Vaio, Assunta & Palladino, Rosa & Pezzi, Alberto & Kalisz, David E., 2021. "The role of digital innovation in knowledge management systems: A systematic literature review," Journal of Business Research, Elsevier, vol. 123(C), pages 220-231.
  68. Hayajneh, Jamal Abdelrahman .M. & Elayan, Malek Bakheet Haroun & Abdellatif, Mamdouh Abdallah Mohamed & Abubakar, A. Mohammed, 2022. "Impact of business analytics and π-shaped skills on innovative performance: Findings from PLS-SEM and fsQCA," Technology in Society, Elsevier, vol. 68(C).
  69. 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).
  70. Rialti, Riccardo & Filieri, Raffaele, 2024. "Leaders, let’s get agile! Observing agile leadership in successful digital transformation projects," Business Horizons, Elsevier, vol. 67(4), pages 439-452.
  71. 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.
  72. Yousaf, Saira & Imran Rasheed, Muhammad & Kaur, Puneet & Islam, Nazrul & Dhir, Amandeep, 2022. "The dark side of phubbing in the workplace: Investigating the role of intrinsic motivation and the use of enterprise social media (ESM) in a cross-cultural setting," Journal of Business Research, Elsevier, vol. 143(C), pages 81-93.
  73. Lo, Fang-Yi & Yu, Tiffany Hui-Kuang & Chen, Hsin-Hao, 2020. "Purchasing intention and behavior in the sharing economy: Mediating effects of APP assessments," Journal of Business Research, Elsevier, vol. 121(C), pages 93-102.
  74. Akter, Shahriar & Motamarri, Saradhi & Hani, Umme & Shams, Riad & Fernando, Mario & Mohiuddin Babu, Mujahid & Ning Shen, Kathy, 2020. "Building dynamic service analytics capabilities for the digital marketplace," Journal of Business Research, Elsevier, vol. 118(C), pages 177-188.
  75. Tandon, Anushree & Dhir, Amandeep & Talwar, Shalini & Kaur, Puneet & Mäntymäki, Matti, 2021. "Dark consequences of social media-induced fear of missing out (FoMO): Social media stalking, comparisons, and fatigue," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
  76. Tortora, Debora & Chierici, Roberto & Farina Briamonte, Massimiliano & Tiscini, Riccardo, 2021. "‘I digitize so I exist’. Searching for critical capabilities affecting firms’ digital innovation," Journal of Business Research, Elsevier, vol. 129(C), pages 193-204.
  77. 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).
  78. Alberto Bertello & Alberto Ferraris & Stefano Bresciani & Paola Bernardi, 2021. "Big data analytics (BDA) and degree of internationalization: the interplay between governance of BDA infrastructure and BDA capabilities," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 25(4), pages 1035-1055, December.
  79. Shams, Riad & Vrontis, Demetris & Belyaeva, Zhanna & Ferraris, Alberto & Czinkota, Michael R., 2021. "Strategic agility in international business: A conceptual framework for “agile” multinationals," Journal of International Management, Elsevier, vol. 27(1).
  80. Xing, Xinpeng & Chen, Tiantian & Yang, Xiaoming & Liu, Tiansen, 2023. "Digital transformation and innovation performance of China's manufacturers? A configurational approach," Technology in Society, Elsevier, vol. 75(C).
  81. Vrontis, Demetris & Basile, Gianpaolo & Simona Andreano, M. & Mazzitelli, Andrea & Papasolomou, Ioanna, 2020. "The profile of innovation driven Italian SMEs and the relationship between the firms’ networking abilities and dynamic capabilities," Journal of Business Research, Elsevier, vol. 114(C), pages 313-324.
  82. Giachino, Chiara & Nirino, Niccolò & Leonidou, Erasmia & Glyptis, Loukas, 2023. "eSport in the digital era: Exploring the moderating role of perceived usefulness on financial behavioural aspects within reward-crowdfunding," Journal of Business Research, Elsevier, vol. 155(PB).
  83. Awan, Usama & Shamim, Saqib & Khan, Zaheer & Zia, Najam Ul & Shariq, Syed Muhammad & Khan, Muhammad Naveed, 2021. "Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
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