Mapping the Global Trends and Thematic Evolution of Big Data Analytics Capabilities Research: A Bibliometric Review

Nur Zania Azurin Abdullah Sani; Noor Ismawati Jaafar; Farzana Parveen Tajudeen

doi:10.22610/imbr.v18i3(I).4889

Author

Nur Zania Azurin Abdullah Sani
- Faculty of Business & Management, Universiti Teknologi MARA, Selangor
- Malaysia
Noor Ismawati Jaafar
- Faculty of Business & Management, Universiti Teknologi MARA, Selangor
- Malaysia
Farzana Parveen Tajudeen
- Faculty of Business & Management, Universiti Teknologi MARA, Selangor
- Malaysia

Abstract

The objective of the paper is to explore and analyze global research trends, influential works, and key themes in Big Data Analytics Capabilities (BDAC) and to identify the most active authors, institutions, countries, and journals contributing to the field. Adopting bibliometric tools such as Bibliomagika, OpenRefine, VOSviewer, and Biblioshiny, this study used a bibliometric approach to collect 281 journal articles, conference papers, book chapters, reviews, and other document types from the Scopus database. By cleansing the data beforehand, this ensures the accuracy and reliability of subsequent analyses, enabling researchers to derive meaningful insights with confidence. The results clearly show a steady growth in BDAC-related publications over the past five years (2020–2024). This trajectory reflects the increasing scholarly interest and recognition of BDAC as a crucial organizational capability, especially in the context of digital transformation and firm performance. The findings revealed thematic cluster analyses that uncovered five dominant research themes. firm performance and decision-making, sustainability and green supply chains and green innovation, business model innovation, artificial intelligence integration, and healthcare and sectoral applications.

Keywords

References

Aboelfotoh, A., Zamel, A. M., Abu-Musa, A. A., Frendy, Sabry, S. H., & Moubarak, H. (2025). Examining the Ability of Big Data Analytics to Investigate Financial Reporting Quality: A Comprehensive Bibliometric Analysis. Journal of Financial Reporting and Accounting, 23(2), 444-471. https://doi.org/10.1108/JFRA-11-2023-0689 DOI: https://doi.org/10.1108/JFRA-11-2023-0689
Aboelmaged, M., & Mouakket, S. (2020). Influencing models and determinants in big data analytics research: A bibliometric analysis. Information Processing & Management, 57(4), 102234. ISSN 0306-4573. https://doi.org/10.1016/j.ipm.2020.102234. DOI: https://doi.org/10.1016/j.ipm.2020.102234
Ahmi, A. (2024). Bibliometric Analysis using biblioMagika® (Second ed.). Academic Research Society of Malaysia.
Akter, S., Gunasekaran, A., Wamba, S. F., Babu, M. M., & Hani, U. (2020). Reshaping Competitive Advantages With Analytics Capabilities in Service Systems. Technological Forecasting and Social Change, 159, 120180. ISSN 0040-1625. https://doi.org/10.1016/j.techfore.2020.120180 DOI: https://doi.org/10.1016/j.techfore.2020.120180
Albergaria, M., & Jabbour, C.J. C. (2020). The Role of Big Data Analytics Capabilities (BDAC) in Understanding the Challenges of Service Information and Operations Management in the Sharing Economy: Evidence of Peer Effects in Libraries. International Journal of Information Management, 51, 102023. ISSN 0268-4012. https://doi.org/10.1016/j.ijinfomgt.2019.10.008 DOI: https://doi.org/10.1016/j.ijinfomgt.2019.10.008
Alkhatib, A. W. (2022). Big Data Analytics Capabilities and Green Supply Chain Performance: Investigating The Moderated Mediation Model for Green Innovation and Technological Intensity. Business Process Management Journal, 28(5/6), 1446-1471. https://doi.org/10.1108/BPMJ-07-2022-0332 DOI: https://doi.org/10.1108/BPMJ-07-2022-0332
Alkhatib, A. W. (2022). Can Big Data Analytics Capabilities Promote a Competitive Advantage? Green Radical Innovation, Green Incremental Innovation, and Data-Driven Culture in a Moderated Mediation Model. Business Process Management Journal, 28(4), 1025-1046. https://doi.org/10.1108/BPMJ-05-2022-0212 DOI: https://doi.org/10.1108/BPMJ-05-2022-0212
Alkhatib, A. W., & Valeri, M. (2024). Can Intellectual Capital Promote the Competitive Advantage? Service Innovation and Big Data Analytics Capabilities in A Moderated Mediation Model. European Journal of Innovation Management, 27(1), 263-289. https://doi.org/10.1108/EJIM-04-2022-0186 DOI: https://doi.org/10.1108/EJIM-04-2022-0186
AlNuaimi, B. K., Khan, M., & Ajmal, M. M. (2021). The Role Of Big Data Analytics Capabilities In Greening E-Procurement: A Higher Order Pls-Sem Analysis. Technological Forecasting and Social Change, 169, 120808. ISSN 0040-1625. https://doi.org/10.1016/j.techfore.2021.120808 DOI: https://doi.org/10.1016/j.techfore.2021.120808
Ashaari, M. A., Dara Singh, K. S., Abbasi, G. A., Amran, A., & Liebana-Cabanillas, F. 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, 173, 121119. ISSN 0040-1625. https://doi.org/10.1016/j.techfore.2021.121119 DOI: https://doi.org/10.1016/j.techfore.2021.121119
Awan, U., Shamim, S., Khan, Z., & Ul Zia, N. (2021). Big Data Analytics Capability and Decision-Making: The Role of Data-Driven Insight on Circular Economy Performance. Technological Forecasting and Social Change, 168, 120766. ISSN 0040-1625. https://doi.org/10.1016/j.techfore.2021.120766 DOI: https://doi.org/10.1016/j.techfore.2021.120766
Bag, S., Luthra, S., Mangla, S. K., & Kazancoglu, Y. (2021). Leveraging Big Data Analytics Capabilities In Making Reverse Logistics Decisions and Improving Remanufacturing Performance. The International Journal of Logistics Management, 32(3), 742-765. https://doi.org/10.1108/IJLM-06-2020-0237 DOI: https://doi.org/10.1108/IJLM-06-2020-0237
Bahrami, M., & Shokouhyar, S. (2022). The Role Of Big Data Analytics Capabilities In Bolstering Supply Chain Resilience And Firm Performance: A Dynamic Capability View. Information Technology & People, 35(5), 1621-1651. https://doi.org/10.1108/ITP-01-2021-0048 DOI: https://doi.org/10.1108/ITP-01-2021-0048
Barney, J. B. (1991). Firm Resources and Sustained Competitive Advantage. Journal of Management, 17, 99-120. https://doi.org/10.1177/014920639101700108 Behl, A. (2022). Antecedents to Firm Performance and Competitiveness Using the Lens of Big Data Analytics: A Cross-Cultural Study. Management Decision, 60(2), 368-398. https://doi.org/10.1108/MD-01-2020-0121 DOI: https://doi.org/10.1108/MD-01-2020-0121
Behl, A., Gaur, J., Pereira, V., Yadav, R., & Laker, B. (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, 148, 378-389. ISSN 0148-2963. https://doi.org/10.1016/j.jbusres.2022.05.009 DOI: https://doi.org/10.1016/j.jbusres.2022.05.009
Bhatti, S. H., Ahmed, A., Ferraris, A., Wan Hussain, W. M. H., & Wamba, S. F. (2022). Big Data Analytics Capabilities and MSME Innovation and Performance: A Double Mediation Model of Digital Platform and Network Capabilities. Annals of Operations Research, 350, 729-752. https://doi.org/10.1007/s10479-022-05002-w DOI: https://doi.org/10.1007/s10479-022-05002-w
Cadden, T., Cao, G., Treacy, R., Yang, Y., & Onofrei, G. (2021). Dynamic Capability Theory as a Lens to Investigate Big Data Analytics and Supply Chain Agility. In: Dennehy, D., Griva, A., Pouloudi, N., Dwivedi, Y.K., Pappas, I., Mäntymäki, M. (eds) Responsible AI and Analytics for an Ethical and Inclusive Digitized Soc. Springer, Cham., 12, 12896. DOI: https://doi.org/10.1007/978-3-030-85447-8_39
Cetindamar, D., Shdifat, B., & Erfani, E. (2021). Understanding Big Data Analytics Capability and Sustainable Supply Chains. Information Systems Management, 39(1), 19-33. https://doi.org/10.1080/10580530.2021.1900464 DOI: https://doi.org/10.1080/10580530.2021.1900464
Chiappetta, C. J., Fiorini, P. D. C., Ndubisi, N. O., Queiroz, M. M., & Piato, E. L. (2020). Digitally-Enabled Sustainable Supply Chains In The 21st Century: A Review And A Research Agenda. Science of The Total Environment, 725, 138177. ISSN 0048-9697. https://doi.org/10.1016/j.scitotenv.2020.138177 DOI: https://doi.org/10.1016/j.scitotenv.2020.138177
Ciampi, F., Demi, S., Magrini, A., Marzi, G., & Papa, A. (2021). Corrigendum to “Exploring The Impact of Big Data Analytics Capabilities On Business Model Innovation: The Mediating Role Of Entrepreneurial Orientation [J. Bus. Res. 123 (2021) 1–13]. Journal of Business Research, 125, 261. ISSN 0148-2963. https://doi.org/10.1016/j.jbusres.2020.12.038 DOI: https://doi.org/10.1016/j.jbusres.2020.12.038
Ciasullo, M. V., Montera, R., & Douglas, A. (2022). Building SMEs’ Resilience in Times of Uncertainty: The Role of Big Data Analytics Capability and Co-Innovation. Transforming Government: People, Process, and Policy, 16(2), 203-217. https://doi.org/10.1108/TG-07-2021-0120 DOI: https://doi.org/10.1108/TG-07-2021-0120
Dubey, R., Bryde, D. J., Dwivedi, Y. K., Graham, G., & Foropon, C. (2022). Impact Of Artificial Intelligence-Driven Big Data Analytics Culture On Agility And Resilience In Humanitarian Supply Chain: A Practice-Based View. International Journal of Production Economics, 250. ISSN 0925-5273. https://doi.org/10.1016/j.ijpe.2022.108618 DOI: https://doi.org/10.1016/j.ijpe.2022.108618
Dubey, R., Bryde, D. J., Foropon, C., Tiwari, M., Dwidevi, Y., & Schiffling, S. (2020). An Investigation of Information Alignment And Collaboration As Complements To Supply Chain Agility In Humanitarian Supply Chains. International Journal of Production Research, 59(5), 1586-1605. https://doi.org/10.1080/00207543.2020.1865583 DOI: https://doi.org/10.1080/00207543.2020.1865583
Dubey, R., Gunasekaran, A., Childe, S. J., Papadopoulos, T., Luo, Z., Wamba, S. F., & Roubaud, D. (2019). Can Big Data And Predictive Analytics Improve Social And Environmental Sustainability? Technological Forecasting and Social Change, 144, 534-545. ISSN 0040-1625. https://doi.org/10.1016/j.techfore.2017.06.020. DOI: https://doi.org/10.1016/j.techfore.2017.06.020
Fauzi, M. A., Kamaruzzaman, Z. A., & Abdul Rahman, H. (2023). Bibliometric Review On Human Resources Management And Big Data Analytics. International Journal of Manpower, 44(7), 1307-1327. https://doi.org/10.1108/IJM-05-2022-0247 DOI: https://doi.org/10.1108/IJM-05-2022-0247
Gu, V. C., Zhou, B., Cao, Q., & Adams, J. (2021). Exploring The Relationship Between Supplier Development, Big Data Analytics Capability, And Firm Performance. Annals of Operations Research, 302(151-172). https://doi.org/10.1007/s10479-021-03976-7 DOI: https://doi.org/10.1007/s10479-021-03976-7
Horng, J.-S., Liu, C.-H., Chou, S.-F., Yu, T.-Y., & Hu, D.-C. (2022). Role Of Big Data Capabilities in Enhancing Competitive Advantage And Performance In The Hospitality Sector: Knowledge-Based Dynamic Capabilities View. Journal of Hospitality and Tourism Management, 51, 22-38. ISSN 1447-6770. https://doi.org/10.1016/j.jhtm.2022.02.026 DOI: https://doi.org/10.1016/j.jhtm.2022.02.026
Huynh, M., Nippa, M. & Aichner, T. (2023). Big data analytics capabilities: Patchwork or progress? A systematic review of the status quo and implications for future research, Technological Forecasting and Social Change, Volume 197, 2023, 122884, ISSN 0040-1625, https://doi.org/10.1016/j.techfore.2023.122884. DOI: https://doi.org/10.1016/j.techfore.2023.122884
Inamdar, Z., Raut, R., Narwane, V. S., Gardas, B., Narkhede, B., & Sagnak, M. (2021). A Systematic Literature Review With Bibliometric Analysis Of Big Data Analytics Adoption from Period 2014 to 2018. Journal of Enterprise Information Management, 34(1), 101-139. https://doi.org/10.1108/JEIM-09-2019-0267 DOI: https://doi.org/10.1108/JEIM-09-2019-0267
Jha, A. K., Agi, M. A. N., & Ngai, E. W. T. (2020). A Note On Big Data Analytics Capability Development in Supply Chain. Decision Support Systems, 138. ISSN 0167-9236. https://doi.org/10.1016/j.dss.2020.113382 DOI: https://doi.org/10.1016/j.dss.2020.113382
Jiang, Y., Feng, T., & Huang, Y. (2024). Antecedent Configurations Toward Supply Chain Resilience: The Joint Impact of Supply Chain Integration and Big Data Analytics Capability. Journal of Operations Management, 70(2), 257-284. https://doi.org/10.1002/joom.1282 DOI: https://doi.org/10.1002/joom.1282
Kambale, S. S., & Gunasekaran, A. (2019). Big Data-Driven Supply Chain Performance Measurement System: A Review and Framework for Implementation. International Journal of Production Research, 58(1), 65-86. https://doi.org/10.1080/00207543.2019.1630770 DOI: https://doi.org/10.1080/00207543.2019.1630770
Khan, A., & Tao, M. (2022). Knowledge Absorption Capacity's Efficacy to Enhance Innovation Performance Through Big Data Analytics and Digital Platform Capability. Journal of Innovation & Knowledge, 7(3), 100201. https://doi.org/10.1016/j.jik.2022.100201 DOI: https://doi.org/10.1016/j.jik.2022.100201
Mariani, M. M., & Nambisan, S. (2021). Innovation Analytics and Digital Innovation Experimentation: The Rise of Research-Driven Online Review Platforms. Technological Forecasting and Social Change, 172, 121009. https://doi.org/10.1016/j.techfore.2021.121009 DOI: https://doi.org/10.1016/j.techfore.2021.121009
Maulani, A., & Widuri, R. (2024). Bibliometric Analysis: Adoption of Big Data Analytics in Financial Auditing. Business Informatics, 18(2), 78-89. DOI: 10.17323/2587-814X.2024.2.78.89 DOI: https://doi.org/10.17323/2587-814X.2024.2.78.89
Mikalef, P., Boura, M., Lekakos, G., & Krogstie, J. (2020). The Role Of Information Governance in Big Data Analytics-Driven Innovation. Information & Management, 57(7), 103361. ISSN 0378-7206. https://doi.org/10.1016/j.im.2020.103361 DOI: https://doi.org/10.1016/j.im.2020.103361
Mikalef, P., Krogstie, J., Pappas, I. O., & Pavlou, P. (2020). Exploring The Relationship Between Big Data Analytics Capability And Competitive Performance: The Mediating Roles Of Dynamic And Operational Capabilities. Information & Management, 57(2), 103169. ISSN 0378-7206,. https://doi.org/10.1016/j.im.2019.05.004 DOI: https://doi.org/10.1016/j.im.2019.05.004
Mikalef, P., Pappas, I. O., Krogstie, J., & Giannakos, M. (2018). Big Data Analytics Capabilities: A Systematic Literature Review and Research Agenda. Inf Syst E-Bus Manage, 16, 547-578. https://doi.org/10.1007/s10257-017-0362-y DOI: https://doi.org/10.1007/s10257-017-0362-y
Mohd Daril, M. A., Fatima, F., Talpur, S. R., & Abbas, A. F. (2024). Unveiling the Landscape of Big Data Analytics in Healthcare: A Comprehensive Bibliometric Analysis. International Journal of Online and Biomedical Engineering (iJOE), 20(6), 4-24. https://doi.org/10.3991/ijoe.v20i06.48085 DOI: https://doi.org/10.3991/ijoe.v20i06.48085
Moseneke, F., & Brown, I. (2022). Big data analytics capabilities and value creation at the work-practice level A South African case study. EPiC Series in Computing. DOI: https://doi.org/10.29007/c23q
Murad, M. A.U., Cetindamar, D., & Chakraborty, S. (2023). Big Data Analytics Capability and Sustainability: A Systematic Literature Review. Portland International Conference on Management of Engineering and Technology (PICMET), Monterrey, Mexico, 1-8. doi: 10.23919/PICMET59654.2023.10216888. DOI: https://doi.org/10.23919/PICMET59654.2023.10216888
Novicka, J., & Volkova, T. (2025). Bridging Big Data Analytics Capability with Sustainability Business Performance: A Literature Review. Sustainability, 17, 2362. https://doi.org/10.3390/su17062362 DOI: https://doi.org/10.3390/su17062362
Olabode, O. E., Boso, N., Hultman, M., & Leonidou, C. N. (2022). Big Data Analytics Capability and Market Performance: The Roles of Disruptive Business Models and Competitive Intensity. Journal of Business Research, 139, 1218-1230. ISSN 0148-2963. https://doi.org/10.1016/j.jbusres.2021.10.042 DOI: https://doi.org/10.1016/j.jbusres.2021.10.042
Park, B., Noh, M., & Lee, C. K. (2021). The Relationships between Capabilities and Values of Big Data Analytics. Association for Computing Machinery, New York, NY, USA. https://doi.org/10.1145/3426020.3426052 DOI: https://doi.org/10.1145/3426020.3426052
Pathak, S., Krishnaswamy, V., & Sharma, M. (2024). Unveiling the Evolution of Big Data Analytics Capability: A Comprehensive Analysis. Journal of Scientometric Research, 13(3), 791-805. https://doi.org/10.5530/jscires.20041105 DOI: https://doi.org/10.5530/jscires.20041105
Ragazou, K., Passas, I., Garefalakis, A., Galariotis, E., & Zopounidis, E. (2023). Big Data Analytics Applications in Information Management Driving Operational Efficiencies and Decision-Making: Mapping the Field of Knowledge with Bibliometric Analysis Using R. Big Data Cogn. Comput., 7(13). https://doi.org/10.3390/bdcc7010013 DOI: https://doi.org/10.3390/bdcc7010013
Rahman, M. A., Saha, P., Belal, H. M., Hasan Ratul, S., & Graham, G. (2024). Big data analytics capability and supply chain sustainability: analyzing the moderating role of green supply chain management practices. Benchmarking: An International Journal, Vol. ahead-of-print, No. ahead-of-print. https://doi.org/10.1108/BIJ-10-2024-0852 DOI: https://doi.org/10.1108/BIJ-10-2024-0852
Ramadan, M., Shuqqo, H., Qtaishat, L., Asmar, H., & Salah, B. (n.d.). Sustainable Competitive Advantage Driven by Big Data Analytics and Innovation. Applied Sciences, 10(19), 6784. https://doi.org/10.3390/app10196784 DOI: https://doi.org/10.3390/app10196784
Razaghi, S., & Shokouhyar, S. (2021). Impacts of Big Data Analytics Management Capabilities and Supply Chain Integration on Global Sourcing: A Survey on Firm Performance. The Bottom Line, 34(2), 198-223. https://doi.org/10.1108/BL-11-2020-0071 DOI: https://doi.org/10.1108/BL-11-2020-0071
Rialti, R., Marzi, G., Ciappei, C., & Busso, D. (2019). Big Data and Dynamic Capabilities: A Bibliometric Analysis and Systematic Literature Review. Management Decision, 57(8), 2052-2068. https://doi.org/10.1108/MD-07-2018-0821 DOI: https://doi.org/10.1108/MD-07-2018-0821
Sahoo, S., Upadhay, A., & Kumar, A. (2023). Circular Economy Practices and Environmental Performance: Analyzing the Role of Big Data Analytics Capability and Responsible Research and Innovation. Business Strategy and the Environment, 32(8), 6029-6046. https://doi.org/10.1002/bse.3471 DOI: https://doi.org/10.1002/bse.3471
Shamim, S., Zeng, J., Khan, Z., & Ul Zia, N. (2020). Big Data Analytics Capability and Decision-Making Performance in Emerging Market Firms: The Role of Contractual and Relational Governance Mechanisms. Technological Forecasting and Social Change, 161, 120315. ISSN 0040-1625. https://doi.org/10.1016/j.techfore.2020.120315 DOI: https://doi.org/10.1016/j.techfore.2020.120315
Shokouhyar, S., Seddigh, M. R., & Panahifar, F. (2020). Impact of Big Data Analytics Capabilities on Supply Chain Sustainability: A Case Study of Iran. World Journal of Science, Technology and Sustainable Development, 17(1), 33-57. https://doi.org/10.1108/WJSTSD-06-2019-0031 DOI: https://doi.org/10.1108/WJSTSD-06-2019-0031
Shokouhyar, S., Seddigh, M. R., & Panahifar, F. (2020). Impact of Big Data Analytics Capabilities on Supply Chain Sustainability: A Case Study of Iran. World Journal of Science, Technology and Sustainable Development, 17(1), 33-57. https://doi.org/10.1108/WJSTSD-06-2019-0031 DOI: https://doi.org/10.1108/WJSTSD-06-2019-0031
Su, X., Zeng, W., Zheng, M., Jiang, X., Lin, W., & Xu, A. (2021). Big Data Analytics Capabilities and Organizational Performance: The Mediating Effect of Dual Innovations. European Journal of Innovation Management, Emerald Group Publishing Limited (25), 1142-1160. DOI: 10.1108/EJIM-10-2020-0431 DOI: https://doi.org/10.1108/EJIM-10-2020-0431
Su, X., Zeng, W., Zheng, M., Jiang, X., Lin, W., & Xu, A. (2022). Big Data Analytics Capabilities and Organizational Performance: The Mediating Effect of Dual Innovations. European Journal of Innovation Management, 25(4), 1142-1160. https://doi.org/10.1108/EJIM-10-2020-0431 DOI: https://doi.org/10.1108/EJIM-10-2020-0431
Sun, B., & Liu, Y. (2021). Business Model Designs, Big Data Analytics Capabilities, and New Product Development Performance: Evidence From China. European Journal of Innovation Management, 24(4), 1162-1183. https://doi.org/10.1108/EJIM-01-2020-0004 DOI: https://doi.org/10.1108/EJIM-01-2020-0004
Teece, D. J. (2007). Explicating Dynamic Capabilities: The Nature and Microfoundations of (Sustainable) Enterprise Performance. Strategic Management Journal, 28(13), 1319-1350. http://www.jstor.org/stable/20141992 DOI: https://doi.org/10.1002/smj.640
Thayyib, P. V., Mamilla, R., Khan, M., Fatima, H., Asim, M., Anwar, I., Shamsudheen, M. K., & Khan, M. A. (2023). State-of-the-Art of Artificial Intelligence and Big Data Analytics Reviews in Five Different Domains: A Bibliometric Summary. Sustainability, 15, 4026. https://doi.org/10.3390/su15054026 DOI: https://doi.org/10.3390/su15054026
Upadhyay, P., & Kumar, A. (2020). The Intermediating Role Of Organizational Culture And Internal Analytical Knowledge Between The Capability Of Big Data Analytics And A Firm’s Performance. International Journal of Information Management, 52, 102100. ISSN 0268-4012. https://doi.org/10.1016/j.ijinfomgt.2020.102100 DOI: https://doi.org/10.1016/j.ijinfomgt.2020.102100
Wang, C., Zhang, Q., & Zhang, W. (2020). Corporate Social Responsibility, Green Supply Chain Management, and Firm Performance: The Moderating Role of Big Data Analytics Capability. Research in Transportation Business & Management, 37, 100557. ISSN 2210-5395. https://doi.org/10.1016/j.rtbm.2020.100557 DOI: https://doi.org/10.1016/j.rtbm.2020.100557
Xiao, X., Tian, Q., & Mao, H. (2020). How the Interaction of Big Data Analytics Capabilities and Digital Platform Capabilities Affects Service Innovation: A Dynamic Capabilities View. IEEE Access, 8, 18778-18796. doi: 10.1109/ACCESS.2020.2968734. DOI: https://doi.org/10.1109/ACCESS.2020.2968734
Xin, X., Miao, X., & Cui, R. (2023). Enhancing Sustainable Development: Innovation Ecosystem Coopetition, Environmental Resource Orchestration, and Disruptive Green Innovation. Business Strategy and the Environment, 32(4), 1388-1402. https://doi.org/10.1002/bse.3194 DOI: https://doi.org/10.1002/bse.3194
Xing, Y., Wang, X., Qiu, C., Li, Y., & He, W. (2022). Research on Opinion Polarization By Big Data Analytics Capabilities in Online Social Networks. Technology in Society, 68, 101902. https://doi.org/10.1016/j.techsoc.2022.101902 DOI: https://doi.org/10.1016/j.techsoc.2022.101902
Yasmin, M., Tatoglu, E., Kilic, H. S., Zaim, S., & Delen, D. (2020). Big Data Analytics Capabilities and Firm Performance: An Integrated MCDM Approach. Journal of Business Research, 114, 1-15. ISSN 0148-2963. https://doi.org/10.1016/j.jbusres.2020.03.028 DOI: https://doi.org/10.1016/j.jbusres.2020.03.028
Yong, K. K., Shafei, M. S., Sian, P. Y., & Chua, M. W. (2019). Review of Big Data Analytics (BDA) Architecture: Trends and Analysis. 2019 IEEE Conference on Open Systems (ICOS), Pulau Pinang, Malaysia,, 34-39. doi: 10.1109/ICOS47562.2019.8975710 DOI: https://doi.org/10.1109/ICOS47562.2019.8975710
Yu, D., Tao, S., Hanan, A., Ong, T. S., Latif, B., & Ali, M. (2022). Fostering Green Innovation Adoption Through Green Dynamic Capability: The Moderating Role of Environmental Dynamism and Big Data Analytic Capability. International Journal of Environmental Research and Public Health, 19(16), 10336. https://doi.org/10.3390/ijerph191610336 DOI: https://doi.org/10.3390/ijerph191610336
Yu, W., Wong, C. Y., Chavez, R., & Jacobs, M. A. (2021). Integrating Big Data Analytics Into Supply Chain Finance: The Roles of Information Processing and Data-Driven Culture. International Journal of Production Economics, 236, 108135. ISSN 0925-5273. https://doi.org/10.1016/j.ijpe.2021.108135 DOI: https://doi.org/10.1016/j.ijpe.2021.108135
Yu, W., Zhao, G., Liu, Q., & Song, Y. (2021). Role of Big Data Analytics Capability In Developing Integrated Hospital Supply Chains and Operational Flexibility: An Organizational Information Processing Theory Perspective. Technological Forecasting and Social Change, 163, 120417. https://doi.org/10.1016/j.techfore.2020.120417 DOI: https://doi.org/10.1016/j.techfore.2020.120417
Zhang, D., Pan, S. L., Yu, J., & Liu, W. (2022). Orchestrating Big Data Analytics Capability for Sustainability: A Study of Air Pollution Management in China. Information & Management, 59(5). ISSN 0378-7206. https://doi.org/10.1016/j.im.2019.103231 DOI: https://doi.org/10.1016/j.im.2019.103231
Zhang, H., Song, M., & He, H. (2020). Achieving the Success of Sustainability Development Projects through Big Data Analytics and Artificial Intelligence Capability. Sustainability, 12(3), 949. https://doi.org/10.3390/su12030949 DOI: https://doi.org/10.3390/su12030949
Zhu, C., Shahzad, F., & Wattoo, M. U. (2022). Environmental Sustainability Is a Corporate Social Responsibility: Measuring the Nexus between Sustainable Supply Chain Management, Big Data Analytics Capabilities, and Organizational Performance. Sustainability, 14(6), 3379. https://doi.org/10.3390/su14063379 DOI: https://doi.org/10.3390/su14063379

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Abdullah Sani, N. Z. A., Jaafar, N. I., & Tajudeen, F. P. (2026). Mapping the Global Trends and Thematic Evolution of Big Data Analytics Capabilities Research: A Bibliometric Review. Information Management and Business Review, 18(3(I), 151-180. https://doi.org/10.22610/imbr.v18i3(I).4889

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Mapping the Global Trends and Thematic Evolution of Big Data Analytics Capabilities Research: A Bibliometric Review

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