IDEAS home Printed from https://ideas.repec.org/r/eee/ininma/v54y2020ics0268401220311257.html
   My bibliography  Save this item

Theory building with big data-driven research – Moving away from the “What” towards the “Why”

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as


Cited by:

  1. Basu, Bibaswan & Sebastian, M.P. & Kar, Arpan Kumar, 2024. "What affects the promoting intention of mobile banking services? Insights from mining consumer reviews," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
  2. Li, Wanqing & Yu, Jiang & Chen, Feng, 2025. "Linking firm performance with innovation culture: An algorithmic approach towards theory building," Journal of Business Research, Elsevier, vol. 187(C).
  3. George Hideyuki Kuroki Júnior & Cláudio Gottschalg-Duque, 2024. "Data and Knowledge Organization for Natural Language Processing: Searching and Identifying Better Arrangements of Texts Based on Multimodal Information Architecture," SAGE Open, , vol. 14(1), pages 21582440231, March.
  4. C, Deep Prakash & Majumdar, Adrija, 2023. "Predicting sports fans’ engagement with culturally aligned social media content: A language expectancy perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
  5. Arpan Kumar Kar & Amit Kumar Kushwaha, 2023. "Facilitators and Barriers of Artificial Intelligence Adoption in Business – Insights from Opinions Using Big Data Analytics," Information Systems Frontiers, Springer, vol. 25(4), pages 1351-1374, August.
  6. Wu, Pei-Ju, 2024. "The vulnerability and resilience of service quality management in food supply chains: Lessons from unstructured data on food-safety cases," Journal of Retailing and Consumer Services, Elsevier, vol. 80(C).
  7. Prabhsimran Singh & Surleen Kaur & Abdullah M. Baabdullah & Yogesh K. Dwivedi & Sandeep Sharma & Ravinder Singh Sawhney & Ronnie Das, 2023. "Is #SDG13 Trending Online? Insights from Climate Change Discussions on Twitter," Information Systems Frontiers, Springer, vol. 25(1), pages 199-219, February.
  8. Taiga Saito & Shivam Gupta, 2025. "Big data applications with theoretical models and social media in financial management," Annals of Operations Research, Springer, vol. 348(3), pages 1489-1511, May.
  9. Yu, Dejian & Xiang, Bo, 2024. "An ESTs detection research based on paper entity mapping: Combining scientific text modeling and neural prophet," Journal of Informetrics, Elsevier, vol. 18(4).
  10. Taiga Saito & Shivam Gupta, 2022. "Big Data Applications with Theoretical Models and Social Media in Financial Management," CIRJE F-Series CIRJE-F-1205, CIRJE, Faculty of Economics, University of Tokyo.
  11. Ray, Rajeev Kumar & Singh, Amit, 2025. "From online reviews to smartwatch recommendation: An integrated aspect-based sentiment analysis framework," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
  12. Taiga Saito & Shivam Gupta, 2022. "Big data applications with theoretical models and social media in financial management," CARF F-Series CARF-F-550, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
  13. Geissinger, Andrea & Laurell, Christofer & Öberg, Christina & Sandström, Christian, 2023. "Social media analytics for innovation management research: A systematic literature review and future research agenda," Technovation, Elsevier, vol. 123(C).
  14. Rahul Kumar & Shubhadeep Mukherjee & Nripendra P. Rana, 2024. "Exploring Latent Characteristics of Fake Reviews and Their Intermediary Role in Persuading Buying Decisions," Information Systems Frontiers, Springer, vol. 26(3), pages 1091-1108, June.
  15. Shivam Gupta & Shampy Kamboj & Surajit Bag, 2023. "Role of Risks in the Development of Responsible Artificial Intelligence in the Digital Healthcare Domain," Information Systems Frontiers, Springer, vol. 25(6), pages 2257-2274, December.
  16. Spyros Angelopoulos & Kubra S. Canhilal & Matthew A. Hawkins, 2023. "From Groups to Communities: A Resource Mobilization Theory Perspective on the Emergence of Communities," Information Systems Frontiers, Springer, vol. 25(6), pages 2457-2474, December.
  17. Matti Haverila & Kai Haverila & Mohammad Osman Gani & Muhammed Mohiuddin, 2025. "The relationship between the quality of big data marketing analytics and marketing agility of firms: the impact of the decision-making role," Journal of Marketing Analytics, Palgrave Macmillan, vol. 13(1), pages 162-179, March.
  18. Amit Kumar Kushwaha & Ruchika Pharswan & Prashant Kumar & Arpan Kumar Kar, 2023. "How Do Users Feel When They Use Artificial Intelligence for Decision Making? A Framework for Assessing Users’ Perception," Information Systems Frontiers, Springer, vol. 25(3), pages 1241-1260, June.
  19. Mohina Gandhi & Arpan Kumar Kar & Sanjit Kumar Roy, 2024. "Managing Industrial Innovation Communications on Social Media Platforms for Effective User Engagement," Information Systems Frontiers, Springer, vol. 26(4), pages 1417-1434, August.
  20. Zhu, Jingjie & Cheng, Mingming, 2024. "Automatic video analytics in tourism: A methodological review," Annals of Tourism Research, Elsevier, vol. 108(C).
  21. Dwivedi, Yogesh K & Shareef, Mahmud A & Akram, Muhammad S & Bhatti, Zeeshan A & Rana, Nripendra P, 2022. "Examining the effects of enterprise social media on operational and social performance during environmental disruption," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  22. Huijun Chen, 2023. "Enterprise marketing strategy using big data mining technology combined with XGBoost model in the new economic era," PLOS ONE, Public Library of Science, vol. 18(6), pages 1-22, June.
  23. Basu, Bibaswan & Chakraborty, Debarun & Kumar Kar, Arpan, 2024. "How can we improve buyer experiences for the operations of e-grocery platforms? Towards a unified framework for digital service operations," International Journal of Production Economics, Elsevier, vol. 278(C).
  24. Islam, Towhidul & Meade, Nigel & Carson, Richard T. & Louviere, Jordan J. & Wang, Juan, 2022. "The usefulness of socio-demographic variables in predicting purchase decisions: Evidence from machine learning procedures," Journal of Business Research, Elsevier, vol. 151(C), pages 324-338.
  25. 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.
  26. Yadav, Hitesha & Kumar Kar, Arpan & Kashiramka, Smita & Rana, Nripendra P., 2024. "How does change in CEOs' strategic orientations in their social media communication impact firm performance during crisis? A longitudinal study," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  27. Basu, Bibaswan & Mandal, Subhadeep & Kar, Arpan Kumar, 2025. "Beyond and beneath the Metaverse dazzle: The interplay of VR and blockchain-based social exchanges and affordances in determining NFT trading user experience," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
  28. Shivam Gupta & Théo Justy & Shampy Kamboj & Ajay Kumar & Eivind Kristoffersen, 2021. "Big data and firm marketing performance: Findings from knowledge-based view," Post-Print hal-03609916, HAL.
  29. Alex V. Teixeira & Denis Alcides Rezende, 2023. "A Multidimensional Information Management Framework for Strategic Digital Cities: A Comparative Analysis of Canada and Brazil," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 107-121, March.
  30. Arpan Kumar Kar & Shalini Nath Tripathi & Nishtha Malik & Shivam Gupta & Uthayasankar Sivarajah, 2023. "How Does Misinformation and Capricious Opinions Impact the Supply Chain - A Study on the Impacts During the Pandemic," Annals of Operations Research, Springer, vol. 327(2), pages 713-734, August.
  31. 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).
  32. Suzanne Elayan & Martin Sykora, 2024. "Digital intermediaries in pandemic times: social media and the role of bots in communicating emotions and stress about Coronavirus," Journal of Computational Social Science, Springer, vol. 7(3), pages 2481-2504, December.
  33. Tat‐Dat Bui & Jiun‐Wei Tseng & Thi Phuong Thuy Tran & Hien Minh Ha & Ming K. Lim & Ming‐Lang Tseng, 2023. "Circular supply chain strategy in Industry 4.0: The canned food industry in Vietnam," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 6047-6073, December.
IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.