IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v168y2023ics0148296323005842.html

Examining the role of big data and marketing analytics in SMEs innovation and competitive advantage: A knowledge integration perspective

Author

Listed:
  • Cadden, Trevor
  • Weerawardena, Jay
  • Cao, Guangming
  • Duan, Yanqing
  • McIvor, Ronan

Abstract

The age of digitisation has resulted in an explosion of studies investigating the benefits of Big Data Analytics (BDA) as a means to enhance competitive advantage in organisations. However, the best way to leverage BDA is still inconclusive. Moreover, there is paucity of studies investigating how SMEs, who are recognised as having high levels of entrepreneurial orientation, can utilise big data and marketing analytics to support innovation and competitive advantage in dynamic environments. This study employs dynamic capabilities as a lens to investigate the nuanced relationships. Adopting a partial least squares (PLS) path modelling method with 194 UK SMEs, this study finds that knowledge integration mechanisms are particularly critical value creation enablers by transforming EO and BDA into organisational wide capabilities in support of innovation and competitive advantage. These novel and nuanced insights are of value to both practitioner and researchers.

Suggested Citation

  • Cadden, Trevor & Weerawardena, Jay & Cao, Guangming & Duan, Yanqing & McIvor, Ronan, 2023. "Examining the role of big data and marketing analytics in SMEs innovation and competitive advantage: A knowledge integration perspective," Journal of Business Research, Elsevier, vol. 168(C).
  • Handle: RePEc:eee:jbrese:v:168:y:2023:i:c:s0148296323005842
    DOI: 10.1016/j.jbusres.2023.114225
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296323005842
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2023.114225?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Mikalef, Patrick & Pateli, Adamantia, 2017. "Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA," Journal of Business Research, Elsevier, vol. 70(C), pages 1-16.
    2. Xu, Zhenning & Frankwick, Gary L. & Ramirez, Edward, 2016. "Effects of big data analytics and traditional marketing analytics on new product success: A knowledge fusion perspective," Journal of Business Research, Elsevier, vol. 69(5), pages 1562-1566.
    3. Izabella V. Lokshina & Cees J.M. Lanting & Barbara J. Durkin, 2018. "IoT- and Big Data-Driven Data Analysis Services for Third Parties, Strategic Implications and Business Opportunities," International Journal of Social Ecology and Sustainable Development (IJSESD), IGI Global Scientific Publishing, vol. 9(3), pages 34-52, July.
    4. Keh, Hean Tat & Nguyen, Thi Tuyet Mai & Ng, Hwei Ping, 2007. "The effects of entrepreneurial orientation and marketing information on the performance of SMEs," Journal of Business Venturing, Elsevier, vol. 22(4), pages 592-611, July.
    5. J. Robert Baum & Stefan Wally, 2003. "Strategic decision speed and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 24(11), pages 1107-1129, November.
    6. Danny Miller, 1983. "The Correlates of Entrepreneurship in Three Types of Firms," Management Science, INFORMS, vol. 29(7), pages 770-791, July.
    7. Izabella V. Lokshina & Barbara J. Durkin & Cees Lanting, 2018. "The IoT- and Big Data-Driven Data Analysis Services: KM, Implications and Business Opportunities," International Journal of Knowledge Management (IJKM), IGI Global Scientific Publishing, vol. 14(4), pages 88-107, October.
    8. Tanya Menon & Jeffrey Pfeffer, 2003. "Valuing Internal vs. External Knowledge: Explaining the Preference for Outsiders," Management Science, INFORMS, vol. 49(4), pages 497-513, April.
    9. 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.
    10. 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.
    11. 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.
    12. Duan, Yanqing & Cao, Guangming & Edwards, John S., 2020. "Understanding the impact of business analytics on innovation," European Journal of Operational Research, Elsevier, vol. 281(3), pages 673-686.
    13. Aija Leiponen & Constance E. Helfat, 2010. "Innovation objectives, knowledge sources, and the benefits of breadth," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 224-236, February.
    14. Wiklund, Johan & Shepherd, Dean, 2005. "Entrepreneurial orientation and small business performance: a configurational approach," Journal of Business Venturing, Elsevier, vol. 20(1), pages 71-91, January.
    15. Kevin Zheng Zhou & Caroline Bingxin Li, 2012. "How knowledge affects radical innovation: Knowledge base, market knowledge acquisition, and internal knowledge sharing," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1090-1102, September.
    16. Rosenbusch, Nina & Brinckmann, Jan & Bausch, Andreas, 2011. "Is innovation always beneficial? A meta-analysis of the relationship between innovation and performance in SMEs," Journal of Business Venturing, Elsevier, vol. 26(4), pages 441-457, July.
    17. Pérez-Luño, Ana & Wiklund, Johan & Cabrera, Ramón Valle, 2011. "The dual nature of innovative activity: How entrepreneurial orientation influences innovation generation and adoption," Journal of Business Venturing, Elsevier, vol. 26(5), pages 555-571, September.
    18. Baker, William E. & Mukherjee, Debmalya & Gattermann Perin, Marcelo, 2022. "Learning orientation and competitive advantage: A critical synthesis and future directions," Journal of Business Research, Elsevier, vol. 144(C), pages 863-873.
    19. Kieran Conboy & Denis Dennehy & Rob Gleasure, 2020. "A Design Science Approach to Implementing Flow-Based Information Systems Development (ISD)," Progress in IS, in: Jan vom Brocke & Alan Hevner & Alexander Maedche (ed.), Design Science Research. Cases, pages 105-127, Springer.
    Full references (including those not matched with items on IDEAS)

    Citations

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


    Cited by:

    1. Tingqian Pu, 2025. "How Digital Transformation Shapes Corporate R&D Expenditure: An Exploration of Multidimensional Perspectives and Innovation Consequences," SAGE Open, , vol. 15(3), pages 21582440251, July.
    2. Jin, Shumo & Wang, Juanru & Zhu, Peiyu & Moehler, Robert, 2025. "Dual boundary-spanning search and open innovation in China: The mediating role of organizational resilience and the moderating role of big data analytics capability," Technovation, Elsevier, vol. 145(C).
    3. Anis Choirun Nisak & Wahdiyat Moko, 2024. "The effect of social media usage and innovation on makeup artist business performance by mediating competitive advantage The effect of social media usage and innovation on makeup artist business performance by mediating competitive advantage," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 13(3), pages 1-85–96, April.
    4. Giordino, Daniele & Troise, Ciro & Bresciani, Stefano & Camilleri, Mark Anthony, 2025. "Growth hacking capability: Antecedents and performance implications in the context of SMEs," Journal of Business Research, Elsevier, vol. 192(C).
    5. Tingqian Pu, 2025. "The Role of Digitalization in Enhancing Green Innovation Efficiency: Examination of Multiple Sub-Dimensions, Transformation Speed, and Heterogeneity," SAGE Open, , vol. 15(2), pages 21582440251, June.
    6. 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).
    7. Aftab, Junaid & Wei, Feng & Srivastava, Mohit & Abid, Nabila & Ishaq, Muhammad Ishtiaq, 2025. "Intermediating mechanisms and market conditions in big data knowledge management for enhanced market performance," Technological Forecasting and Social Change, Elsevier, vol. 219(C).
    8. Pauwels, Koen & Aksehirli, Zeynep, 2025. "Big data analytics democratized with clean collaboration and customer privacy choice," Journal of Business Research, Elsevier, vol. 188(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Patrick Mikalef & Ilias O. Pappas & John Krogstie & Michail Giannakos, 2018. "Big data analytics capabilities: a systematic literature review and research agenda," Information Systems and e-Business Management, Springer, vol. 16(3), pages 547-578, August.
    2. Yenira Tlacuilo-Parra & María Concepción López-Fernández & Remedios Hernández-Linares & Gema García-Piqueres, 2025. "How Public Support for Innovation Affect Entrepreneurial Orientation of Mexican Companies: The Moderating Effect of Being a Family Business," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 759-787, March.
    3. Danny Miller, 2011. "Miller (1983) Revisited: A Reflection on EO Research and Some Suggestions for the Future," Entrepreneurship Theory and Practice, , vol. 35(5), pages 873-894, September.
    4. 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).
    5. 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.
    6. Ciampi, Francesco & Demi, Stefano & Magrini, Alessandro & Marzi, Giacomo & Papa, Armando, 2021. "Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation," Journal of Business Research, Elsevier, vol. 123(C), pages 1-13.
    7. García-Villaverde, Pedro M. & Ruiz-Ortega, María J. & Ignacio Canales, J., 2013. "Entrepreneurial orientation and the threat of imitation: The influence of upstream and downstream capabilities," European Management Journal, Elsevier, vol. 31(3), pages 263-277.
    8. Jintong Tang & Zhi Tang & Birton J. Cowden, 2017. "Exploring the Relationship between Entrepreneurial Orientation, CEO Dual Values, and SME Performance in State–Owned vs. Nonstate–Owned Enterprises in China," Entrepreneurship Theory and Practice, , vol. 41(6), pages 883-908, November.
    9. FeCheng Ma & Farhan Khan & Kashif Ullah Khan & Si XiangYun, 2021. "Investigating the Impact of Information Technology, Absorptive Capacity, and Dynamic Capabilities on Firm Performance: An Empirical Study," SAGE Open, , vol. 11(4), pages 21582440211, November.
    10. Jean, Ruey Jer “Bryan” & Kim, Daekwan & Bello, Daniel C., 2017. "Relationship-based product innovations: Evidence from the global supply chain," Journal of Business Research, Elsevier, vol. 80(C), pages 127-140.
    11. Brewis, Claire & Dibb, Sally & Meadows, Maureen, 2023. "Leveraging big data for strategic marketing: A dynamic capabilities model for incumbent firms," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    12. Szerb, László & Komlósi, Éva, 2025. "A hazai kis- és középvállalkozások növekedési konfigurációi [Growth configurations among Hungarian SMEs]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(9), pages 842-874.
    13. Yunis, Manal & Tarhini, Abbas & Kassar, Abdulnasser, 2018. "The role of ICT and innovation in enhancing organizational performance: The catalysing effect of corporate entrepreneurship," Journal of Business Research, Elsevier, vol. 88(C), pages 344-356.
    14. Jingmei Gao & Zahid Sarwar, 2024. "How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?," Information Technology and Management, Springer, vol. 25(3), pages 283-304, September.
    15. Tobias D. Herbst & J. Piet Hausberg, 2024. "Improving Innovation Performance by Means of Open Innovation: The Role of Entrepreneurial Orientation and Information Technology Capability," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 21(03), pages 1-31, May.
    16. Maryono & Imam Ghozali & Amie Kusumawardhani & R. Mahelan Prabantarikso & Firdaus Basbeth, 2020. "Entrepreneurial Orientation in Government-Owned Bank: Do They Improve Competitive Advantage?," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 11(2), pages 262-270, April.
    17. Rialti, Riccardo & Zollo, Lamberto & Ferraris, Alberto & Alon, Ilan, 2019. "Big data analytics capabilities and performance: Evidence from a moderated multi-mediation model," Technological Forecasting and Social Change, Elsevier, vol. 149(C).
    18. Theresia Gunawan & Jojo Jacob & Geert Duysters, 2016. "Network ties and entrepreneurial orientation: Innovative performance of SMEs in a developing country," International Entrepreneurship and Management Journal, Springer, vol. 12(2), pages 575-599, June.
    19. Jan Lampe & Priscilla Sarai Kraft & Andreas Bausch, 2020. "Mapping the Field of Research on Entrepreneurial Organizations (1937–2016): A Bibliometric Analysis and Research Agenda," Entrepreneurship Theory and Practice, , vol. 44(4), pages 784-816, July.
    20. Junaid Aftab & Monica Veneziani & Huma Sarwar & Muhammad Ishtiaq Ishaq, 2022. "Entrepreneurial orientation, entrepreneurial competencies, innovation, and performances in SMEs of Pakistan: Moderating role of social ties," Business Ethics, the Environment & Responsibility, John Wiley & Sons, Ltd., vol. 31(2), pages 419-437, April.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbrese:v:168:y:2023:i:c:s0148296323005842. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.