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Big data analytics and environmental performance: The moderating role of internationalization

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  • Le, Hai
  • Vu, Kim-Chi

Abstract

This study investigates the influence of big data analytics on environmental performance in the context of US Fortune 500 listed internationalizing companies from 2010 to 2021. Grounded in organizational learning theory, our results highlight BDA's positive impact, enabling firms to adapt and enhance environmental practices through

Suggested Citation

  • Le, Hai & Vu, Kim-Chi, 2024. "Big data analytics and environmental performance: The moderating role of internationalization," Finance Research Letters, Elsevier, vol. 64(C).
    • Handle: RePEc:eee:finlet:v:64:y:2024:i:c:s1544612324005142
    DOI: 10.1016/j.frl.2024.105484
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    1. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    2. Ahi, Alan A. & Sinkovics, Noemi & Shildibekov, Yelnur & Sinkovics, Rudolf R. & Mehandjiev, Nikolay, 2022. "Advanced technologies and international business: A multidisciplinary analysis of the literature," International Business Review, Elsevier, vol. 31(4).
    3. Wei, Xiahai & Li, Hujian & Wang, Yao, 2024. "Does big data infrastructure development promote new enterprises entry: Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
    4. Christian Geisler Asmussen & Andrea Fosfuri, 2019. "Orchestrating corporate social responsibility in the multinational enterprise," Strategic Management Journal, Wiley Blackwell, vol. 40(6), pages 894-916, June.
    5. Kristoffersen, Eivind & Mikalef, Patrick & Blomsma, Fenna & Li, Jingyue, 2021. "The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance," International Journal of Production Economics, Elsevier, vol. 239(C).
    6. Sivarajah, Uthayasankar & Kamal, Muhammad Mustafa & Irani, Zahir & Weerakkody, Vishanth, 2017. "Critical analysis of Big Data challenges and analytical methods," Journal of Business Research, Elsevier, vol. 70(C), pages 263-286.
    7. Nguyen Anh Khoa Dam & Thang Le Dinh & William Menvielle, 2019. "A systematic literature review of big data adoption in internationalization," Journal of Marketing Analytics, Palgrave Macmillan, vol. 7(3), pages 182-195, September.
    8. Christina Lubinski & R. Daniel Wadhwani, 2020. "Geopolitical jockeying: Economic nationalism and multinational strategy in historical perspective," Strategic Management Journal, Wiley Blackwell, vol. 41(3), pages 400-421, March.
    9. Lei Chi & T. Ravichandran & Goce Andrevski, 2010. "Information Technology, Network Structure, and Competitive Action," Information Systems Research, INFORMS, vol. 21(3), pages 543-570, September.
    10. Saeed, Abubakr & Riaz, Hammad & Baloch, Muhammad Saad, 2022. "Does big data utilization improve firm legitimacy?," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    11. Majid Abdi & Preet S. Aulakh, 2018. "Internationalization and performance: Degree, duration, and scale of operations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(7), pages 832-857, September.
    12. George P. Huber, 1991. "Organizational Learning: The Contributing Processes and the Literatures," Organization Science, INFORMS, vol. 2(1), pages 88-115, February.
    13. Freeman, Edward & Liedtka, Jeanne, 1997. "Stakeholder capitalism and the value chain," European Management Journal, Elsevier, vol. 15(3), pages 286-296, June.
    14. Robert Salomon & Byungchae Jin, 2010. "Do leading or lagging firms learn more from exporting?," Strategic Management Journal, Wiley Blackwell, vol. 31(10), pages 1088-1113, October.
    15. Bryan W Husted & David B Allen, 2006. "Corporate social responsibility in the multinational enterprise: strategic and institutional approaches," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(6), pages 838-849, November.
    16. Judith L. Walls & Pascual Berrone & Phillip H. Phan, 2012. "Corporate governance and environmental performance: is there really a link?," Strategic Management Journal, Wiley Blackwell, vol. 33(8), pages 885-913, August.
    17. Akter, Shahriar & Wamba, Samuel Fosso & Gunasekaran, Angappa & Dubey, Rameshwar & Childe, Stephen J., 2016. "How to improve firm performance using big data analytics capability and business strategy alignment?," International Journal of Production Economics, Elsevier, vol. 182(C), pages 113-131.
    18. Wang, Yichuan & Kung, LeeAnn & Byrd, Terry Anthony, 2018. "Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 3-13.
    19. Zhu, Suning & Dong, Tianxi & Luo, Xin (Robert), 2021. "A longitudinal study of the actual value of big data and analytics: The role of industry environment," International Journal of Information Management, Elsevier, vol. 60(C).
    20. 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.
    21. Dubey, Rameshwar & Gunasekaran, Angappa & Childe, Stephen J. & Bryde, David J. & Giannakis, Mihalis & Foropon, Cyril & Roubaud, David & Hazen, Benjamin T., 2020. "Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations," International Journal of Production Economics, Elsevier, vol. 226(C).
    22. Ye Cai & Hoje Jo & Carrie Pan, 2011. "Vice or Virtue? The Impact of Corporate Social Responsibility on Executive Compensation," Journal of Business Ethics, Springer, vol. 104(2), pages 159-173, December.
    23. Gupta, Shivam & Chen, Haozhe & Hazen, Benjamin T. & Kaur, Sarabjot & Santibañez Gonzalez, Ernesto D.R., 2019. "Circular economy and big data analytics: A stakeholder perspective," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 466-474.
    24. Stephen J. Brammer & Stephen Pavelin & Lynda A. Porter, 2009. "Corporate Charitable Giving, Multinational Companies and Countries of Concern," Journal of Management Studies, Wiley Blackwell, vol. 46(4), pages 575-596, June.
    25. Ma-Lin Song & Ron Fisher & Jian-Lin Wang & Lian-Biao Cui, 2018. "Environmental performance evaluation with big data: theories and methods," Annals of Operations Research, Springer, vol. 270(1), pages 459-472, November.
    26. Calic, Goran & Ghasemaghaei, Maryam, 2021. "Big data for social benefits: Innovation as a mediator of the relationship between big data and corporate social performance," Journal of Business Research, Elsevier, vol. 131(C), pages 391-401.
    27. Blomstermo, Anders & Eriksson, Kent & Lindstrand, Angelika & Sharma, D. Deo, 2004. "The perceived usefulness of network experiential knowledge in the internationalizing firm," Journal of International Management, Elsevier, vol. 10(3), pages 355-373.
    28. Pratima Bansal, 2005. "Evolving sustainably: a longitudinal study of corporate sustainable development," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 197-218, March.
    29. Bruce Kogut, 1989. "Research notes and communications a note on global strategies," Strategic Management Journal, Wiley Blackwell, vol. 10(4), pages 383-389, July.
    30. K. D. Joshi & Lei Chi & Avimanyu Datta & Shu Han, 2010. "Changing the Competitive Landscape: Continuous Innovation Through IT-Enabled Knowledge Capabilities," Information Systems Research, INFORMS, vol. 21(3), pages 472-495, September.
    31. Cheng, Cong & Zhong, Huihui & Cao, Liebing, 2020. "Facilitating speed of internationalization: The roles of business intelligence and organizational agility," Journal of Business Research, Elsevier, vol. 110(C), pages 95-103.
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