Big data analytics and innovation in e-commerce: current insights and future directions
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DOI: 10.1057/s41264-023-00235-7
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- David J. Teece & Greg Linden, 2017. "Business models, value capture, and the digital enterprise," Journal of Organization Design, Springer;Organizational Design Community, vol. 6(1), pages 1-14, December.
- Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
- Manaf Al-Okaily & Abdul Rahman Al Natour & Farah Shishan & Ahmed Al-Dmour & Rasha Alghazzawi & Malek Alsharairi, 2021. "Sustainable FinTech Innovation Orientation: A Moderated Model," Sustainability, MDPI, vol. 13(24), pages 1-11, December.
- Andrew Shipilov & Frédéric C. Godart & Julien Clement, 2017. "Which boundaries? How mobility networks across countries and status groups affect the creative performance of organizations," Strategic Management Journal, Wiley Blackwell, vol. 38(6), pages 1232-1252, June.
- Lee, In & Lee, Kyoochun, 2015. "The Internet of Things (IoT): Applications, investments, and challenges for enterprises," Business Horizons, Elsevier, vol. 58(4), pages 431-440.
- Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
- Ayman Wael Alkhatib & Marco Valeri, 2022. "Can intellectual capital promote the competitive advantage? Service innovation and big data analytics capabilities in a moderated mediation model," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 27(1), pages 263-289, June.
- Sheen S. Levine & Mark Bernard & Rosemarie Nagel, 2018.
"Strategic intelligence: The cognitive capability to anticipate competitor behaviour,"
Strategic Management Journal, Wiley Blackwell, vol. 39(2), pages 527-527, February.
- Sheen S. Levine & Mark Bernard & Rosemarie Nagel, 2017. "Strategic Intelligence: The Cognitive Capability to Anticipate Competitor Behavior," Strategic Management Journal, Wiley Blackwell, vol. 38(12), pages 2390-2423, December.
- Kannan, P.K. & Li, Hongshuang “Alice”, 2017. "Digital marketing: A framework, review and research agenda," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 22-45.
- Madher E. Hamdallah & Salem Al-N’eimat & Anan F. Srouji & Manaf Al-Okaily & Khaldoon Albitar, 2022. "The Effect of Apparent and Intellectual Sustainability Independence on the Credibility Gap of the Accounting Information," Sustainability, MDPI, vol. 14(21), pages 1-22, November.
- Erevelles, Sunil & Fukawa, Nobuyuki & Swayne, Linda, 2016. "Big Data consumer analytics and the transformation of marketing," Journal of Business Research, Elsevier, vol. 69(2), pages 897-904.
- Margaret Peteraf & Giada Di Stefano & Gianmario Verona, 2013. "The elephant in the room of dynamic capabilities: Bringing two diverging conversations together," Post-Print hal-00982438, HAL.
- Saad G. Yaseen & Saib Al-Janaydab & Nesrine Abed Alc, 2018. "Leadership Styles, Absorptive Capacity and Firm's Innovation," International Journal of Knowledge Management (IJKM), IGI Global, vol. 14(3), pages 82-100, July.
- Gianvito Lanzolla & Alessandro Giudici, 2017. "Pioneering strategies in the digital world. Insights from the Axel Springer case," Business History, Taylor & Francis Journals, vol. 59(5), pages 744-777, July.
- Kwon, Ohbyung & Lee, Namyeon & Shin, Bongsik, 2014. "Data quality management, data usage experience and acquisition intention of big data analytics," International Journal of Information Management, Elsevier, vol. 34(3), pages 387-394.
- v. Alberti-Alhtaybat, Larissa & Al-Htaybat, Khaldoon & Hutaibat, Khalid, 2019. "A knowledge management and sharing business model for dealing with disruption: The case of Aramex," Journal of Business Research, Elsevier, vol. 94(C), pages 400-407.
- Tiago, Maria Teresa Pinheiro Melo Borges & Veríssimo, José Manuel Cristóvão, 2014. "Digital marketing and social media: Why bother?," Business Horizons, Elsevier, vol. 57(6), pages 703-708.
- Dosi, Giovanni, 1993.
"Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change,"
Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
- Dosi, Giovanni, 1982. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 11(3), pages 147-162, June.
- Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
- Dmaithan Almajali & Manaf Al-Okaily & Khaleel Al-Daoud & Sulaiman Weshah & Aijaz A. Shaikh, 2022. "Go Cashless! Mobile Payment Apps Acceptance in Developing Countries: The Jordanian Context Perspective," Sustainability, MDPI, vol. 14(20), pages 1-15, October.
- Benjamin Balsmeier & Mohamad Assaf & Tyler Chesebro & Gabe Fierro & Kevin Johnson & Scott Johnson & Guan‐Cheng Li & Sonja Lück & Doug O'Reagan & Bill Yeh & Guangzheng Zang & Lee Fleming, 2018. "Machine learning and natural language processing on the patent corpus: Data, tools, and new measures," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(3), pages 535-553, September.
- Wamba, Samuel Fosso & Gunasekaran, Angappa & Akter, Shahriar & Ren, Steven Ji-fan & Dubey, Rameshwar & Childe, Stephen J., 2017. "Big data analytics and firm performance: Effects of dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 356-365.
- Jean‐Charles Rochet & Jean Tirole, 2006.
"Two‐sided markets: a progress report,"
RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
- Rochet, Jean-Charles & Tirole, Jean, 2005. "Two-Sided Markets : A Progress Report," IDEI Working Papers 275, Institut d'Économie Industrielle (IDEI), Toulouse.
- Jean Tirole & Jean-Charles Rochet, 2006. "Two-Sided Markets : A Progress Report," Post-Print hal-00173715, HAL.
- Mukherjee, Debmalya & Lim, Weng Marc & Kumar, Satish & Donthu, Naveen, 2022. "Guidelines for advancing theory and practice through bibliometric research," Journal of Business Research, Elsevier, vol. 148(C), pages 101-115.
- Abdalwali Lutfi & Manaf Al-Okaily & Adi Alsyouf & Mahmaod Alrawad, 2022. "Evaluating the D&M IS Success Model in the Context of Accounting Information System and Sustainable Decision Making," Sustainability, MDPI, vol. 14(13), pages 1-17, July.
- Behl, Abhishek & Gaur, Jighyasu & Pereira, Vijay & Yadav, Rambalak & Laker, Benjamin, 2022. "Role of big data analytics capabilities to improve sustainable competitive advantage of MSME service firms during COVID-19 – A multi-theoretical approach," Journal of Business Research, Elsevier, vol. 148(C), pages 378-389.
- Côrte-Real, Nadine & Oliveira, Tiago & Ruivo, Pedro, 2017. "Assessing business value of Big Data Analytics in European firms," Journal of Business Research, Elsevier, vol. 70(C), pages 379-390.
- Patrick Mikalef & John Krogstie, 2020. "Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities," European Journal of Information Systems, Taylor & Francis Journals, vol. 29(3), pages 260-287, May.
- Henry Small, 1999. "Visualizing science by citation mapping," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 50(9), pages 799-813.
- Sascha Kraus & Matthias Breier & Weng Marc Lim & Marina Dabić & Satish Kumar & Dominik Kanbach & Debmalya Mukherjee & Vincenzo Corvello & Juan Piñeiro-Chousa & Eric Liguori & Daniel Palacios-Marqués &, 2022. "Literature reviews as independent studies: guidelines for academic practice," Review of Managerial Science, Springer, vol. 16(8), pages 2577-2595, November.
- Lin, Yini & Wu, Lei-Yu, 2014. "Exploring the role of dynamic capabilities in firm performance under the resource-based view framework," Journal of Business Research, Elsevier, vol. 67(3), pages 407-413.
- Jian Jin & Ying Liu & Ping Ji & Hongguang Liu, 2016. "Understanding big consumer opinion data for market-driven product design," International Journal of Production Research, Taylor & Francis Journals, vol. 54(10), pages 3019-3041, May.
- Martin Hilbert, 2016. "Big Data for Development: A Review of Promises and Challenges," Development Policy Review, Overseas Development Institute, vol. 34(1), pages 135-174, January.
- David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
- Aws Al-Okaily & Manaf Al-Okaily & Teoh Ai Ping & Hamzah Al-Mawali & Hala Zaidan, 2021. "An empirical investigation of enterprise system user satisfaction antecedents in Jordanian commercial banks," Cogent Business & Management, Taylor & Francis Journals, vol. 8(1), pages 1918847-191, January.
- Mikalef, Patrick & Boura, Maria & Lekakos, George & Krogstie, John, 2019. "Big data analytics and firm performance: Findings from a mixed-method approach," Journal of Business Research, Elsevier, vol. 98(C), pages 261-276.
- Nemet, Gregory F., 2009. "Demand-pull, technology-push, and government-led incentives for non-incremental technical change," Research Policy, Elsevier, vol. 38(5), pages 700-709, June.
- Ayman A. Alsmadi & Ahmed Shuhaiber & Loai N. Alhawamdeh & Rasha Alghazzawi & Manaf Al-Okaily, 2022. "Twenty Years of Mobile Banking Services Development and Sustainability: A Bibliometric Analysis Overview (2000–2020)," Sustainability, MDPI, vol. 14(17), pages 1-14, August.
- Satish Kumar & Weng Marc Lim & Nitesh Pandey & J. Christopher Westland, 2021. "20 years of Electronic Commerce Research," Electronic Commerce Research, Springer, vol. 21(1), pages 1-40, March.
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Keywords
Big data analytics; E-commerce research; Innovation; Bibliometric analysis; Scopus indexed; Citation analysis; Bibliometric analysis;All these keywords.
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