IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v177y2022ics0040162522000452.html
   My bibliography  Save this article

Digital platform capability and organizational agility of emerging market manufacturing SMEs: The mediating role of intellectual capital and the moderating role of environmental dynamism

Author

Listed:
  • Ahmed, Adeel
  • Bhatti, Sabeen Hussain
  • Gölgeci, Ismail
  • Arslan, Ahmad

Abstract

In this study, we untangle the relationship between digital platform capability and organizational agility in the manufacturing sector small and medium-sized enterprises (SMEs) by investigating the mediating role of intellectual capital and the moderating role of environmental dynamism. Using a time-lagged two-wave survey of 227 manufacturing SMEs, we tested our proposed hypotheses using structural equational modeling (SEM). Our results reveal that digital platform capability is positively associated with the agility of SMEs and that all three intellectual capital dimensions (i.e., human, organizational, and relational capital) mediate this relationship. We also found that environmental dynamism has a negative moderating role on digital platform capability and intellectual capital. Environmental dynamism curbs SMEs’ abilities to turn their digital platform capabilities into increased intellectual capital. Our results shed light on the importance of intellectual capital in creating improved organizational agility for manufacturing SMEs through digital platform capability within the boundary conditions of environmental dynamism.

Suggested Citation

  • Ahmed, Adeel & Bhatti, Sabeen Hussain & Gölgeci, Ismail & Arslan, Ahmad, 2022. "Digital platform capability and organizational agility of emerging market manufacturing SMEs: The mediating role of intellectual capital and the moderating role of environmental dynamism," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    • Handle: RePEc:eee:tefoso:v:177:y:2022:i:c:s0040162522000452
    DOI: 10.1016/j.techfore.2022.121513
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162522000452
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2022.121513?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Wang, Gang & Gunasekaran, Angappa & Ngai, Eric W.T. & Papadopoulos, Thanos, 2016. "Big data analytics in logistics and supply chain management: Certain investigations for research and applications," International Journal of Production Economics, Elsevier, vol. 176(C), pages 98-110.
    2. 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.
    3. Arun Rai & Xinlin Tang, 2010. "Leveraging IT Capabilities and Competitive Process Capabilities for the Management of Interorganizational Relationship Portfolios," Information Systems Research, INFORMS, vol. 21(3), pages 516-542, September.
    4. Dabić, Marina & Stojčić, Nebojša & Simić, Marijana & Potocan, Vojko & Slavković, Marko & Nedelko, Zlatko, 2021. "Intellectual agility and innovation in micro and small businesses: The mediating role of entrepreneurial leadership," Journal of Business Research, Elsevier, vol. 123(C), pages 683-695.
    5. Gawer, Annabelle, 2014. "Bridging differing perspectives on technological platforms: Toward an integrative framework," Research Policy, Elsevier, vol. 43(7), pages 1239-1249.
    6. Troise, Ciro & Corvello, Vincenzo & Ghobadian, Abby & O'Regan, Nicholas, 2022. "How can SMEs successfully navigate VUCA environment: The role of agility in the digital transformation era," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    7. Shams, Riad & Vrontis, Demetris & Belyaeva, Zhanna & Ferraris, Alberto & Czinkota, Michael R., 2021. "Strategic agility in international business: A conceptual framework for “agile” multinationals," Journal of International Management, Elsevier, vol. 27(1).
    8. Frank, Alejandro Germán & Dalenogare, Lucas Santos & Ayala, Néstor Fabián, 2019. "Industry 4.0 technologies: Implementation patterns in manufacturing companies," International Journal of Production Economics, Elsevier, vol. 210(C), pages 15-26.
    9. Caballero-Morales, Santiago-Omar, 2021. "Innovation as recovery strategy for SMEs in emerging economies during the COVID-19 pandemic," Research in International Business and Finance, Elsevier, vol. 57(C).
    10. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    11. Shila Devi Ramadass & Murali Sambasivan & John Antony Xavier, 2018. "Collaboration outcomes in a public sector: impact of governance, leadership, interdependence and relational capital," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 22(3), pages 749-771, September.
    12. Elena G. POPKOVA & Vladislav YUREV & Olga STEPICHEVA & Nikolay DENISOV, 2015. "Transformation And Concentration Of Intellectual Capital As A Factor Of Economic Growth In The Modern Economy," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 15(1), pages 53-60.
    13. Cenamor, Javier & Parida, Vinit & Wincent, Joakim, 2019. "How entrepreneurial SMEs compete through digital platforms: The roles of digital platform capability, network capability and ambidexterity," Journal of Business Research, Elsevier, vol. 100(C), pages 196-206.
    14. Jafari-Sadeghi, Vahid & Amoozad Mahdiraji, Hannan & Bresciani, Stefano & Pellicelli, Anna Claudia, 2021. "Context-specific micro-foundations and successful SME internationalisation in emerging markets: A mixed-method analysis of managerial resources and dynamic capabilities," Journal of Business Research, Elsevier, vol. 134(C), pages 352-364.
    15. Saxena, Gunjan, 2015. "Imagined relational capital: An analytical tool in considering small tourism firms' sociality," Tourism Management, Elsevier, vol. 49(C), pages 109-118.
    16. Jafari-Sadeghi, Vahid & Sukumar, Arun & Pagán-Castaño, Esther & Dana, Léo-Paul, 2021. "What drives women towards domestic vs international business venturing? An empirical analysis in emerging markets," Journal of Business Research, Elsevier, vol. 134(C), pages 647-660.
    17. Shradha A. Gawankar & Angappa Gunasekaran & Sachin Kamble, 2020. "A study on investments in the big data-driven supply chain, performance measures and organisational performance in Indian retail 4.0 context," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1574-1593, March.
    18. Mahmood, Tarique & Mubarik, Muhammad Shujaat, 2020. "Balancing innovation and exploitation in the fourth industrial revolution: Role of intellectual capital and technology absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    19. Vahid Jafari-Sadeghi, 2021. "Internationalisation, risk-taking and export compliance: a comparative study between economically advanced and developing country," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 43(3), pages 384-410.
    20. Reza Salehzadeh & Javad Khazaei Pool & Abdol-Majid Mohseni & Gholamreza Tahani, 2017. "Factors influencing organisational performance: the role of knowledge sharing and organisational agility," International Journal of Business Excellence, Inderscience Enterprises Ltd, vol. 11(3), pages 344-356.
    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. Li, Ying & Dai, Jing & Cui, Li, 2020. "The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model," International Journal of Production Economics, Elsevier, vol. 229(C).
    23. Giuliana Battisti & Jorge Gallego & Luis Rubalcaba & Paul Windrum, 2015. "Open innovation in services: knowledge sources, intellectual property rights and internationalization," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(3), pages 223-247, April.
    24. Martínez-Caro, Eva & Cegarra-Navarro, Juan Gabriel & Alfonso-Ruiz, Francisco Javier, 2020. "Digital technologies and firm performance: The role of digital organisational culture," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    25. Nadia Zahoor & Ali Meftah Gerged, 2021. "Relational capital, environmental knowledge integration, and environmental performance of small and medium enterprises in emerging markets," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3789-3803, December.
    26. Jafari Sadeghi, Vahid & Nkongolo-Bakenda, Jean-Marie & Anderson, Robert B. & Dana, Léo-Paul, 2019. "An institution-based view of international entrepreneurship: A comparison of context-based and universal determinants in developing and economically advanced countries," International Business Review, Elsevier, vol. 28(6), pages 1-1.
    27. Akbar Zaheer & Srilata Zaheer, 1997. "Catching the Wave: Alertness, Responsiveness, and Market Influence in Global Electronic Networks," Management Science, INFORMS, vol. 43(11), pages 1493-1509, November.
    28. Muhammad Shujaat Mubarik & V. G. R. Chandran & Evelyn S. Devadason, 2018. "Measuring Human Capital in Small and Medium Manufacturing Enterprises: What Matters?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(2), pages 605-623, June.
    29. Gölgeci, Ismail & Arslan, Ahmad & Khan, Zaheer & Kontkanen, Minnie, 2021. "Foreign firm operations and skills development of local employees in violence-hit countries," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    30. McDowell, William C. & Peake, Whitney O. & Coder, LeAnne & Harris, Michael L., 2018. "Building small firm performance through intellectual capital development: Exploring innovation as the “black box”," Journal of Business Research, Elsevier, vol. 88(C), pages 321-327.
    31. Chan, Hing Kai & Yee, Rachel W.Y. & Dai, Jing & Lim, Ming K., 2016. "The moderating effect of environmental dynamism on green product innovation and performance," International Journal of Production Economics, Elsevier, vol. 181(PB), pages 384-391.
    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. Aslam, Muhammad Shakeel & Qammar, Ahmad & Ali, Imran & Yaqub, Muhammad Zafar & Ahmed, Farhan & Mohapatra, Amiya Kumar, 2024. "Fostering innovation speed and quality in ICT firms: The role of knowledge governance mechanisms, absorptive capacity and environmental dynamism," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    2. Ballerini, Jacopo & Ključnikov, Aleksandr & Juárez-Varón, David & Bresciani, Stefano, 2024. "The e-commerce platform conundrum: How manufacturers' leanings affect their internationalization," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    3. Liao, Zhongju & Chen, Jie & Chen, Xueli & Song, Malin, 2024. "Digital platform capability, environmental innovation quality, and firms’ competitive advantage: The moderating role of environmental uncertainty," International Journal of Production Economics, Elsevier, vol. 268(C).
    4. Soluk, Jonas & Decker-Lange, Carolin & Hack, Andreas, 2023. "Small steps for the big hit: A dynamic capabilities perspective on business networks and non-disruptive digital technologies in SMEs," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    5. Martín-Rojas, Rodrigo & Garrido-Moreno, Aurora & García-Morales, Víctor J., 2023. "Social media use, corporate entrepreneurship and organizational resilience: A recipe for SMEs success in a post-Covid scenario," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    6. Agag, Gomaa & Shehawy, Yasser Moustafa & Almoraish, Ahmed & Eid, Riyad & Chaib Lababdi, Houyem & Gherissi Labben, Thouraya & Abdo, Said Shabban, 2024. "Understanding the relationship between marketing analytics, customer agility, and customer satisfaction: A longitudinal perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    7. Chen, Wenshin & Filieri, Raffaele, 2024. "Institutional forces, leapfrogging effects, and innovation status: Evidence from the adoption of a continuously evolving technology in small organizations," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    8. Kyrdoda, Yuliia & Balzano, Marco & Marzi, Giacomo, 2023. "Learn to survive crises: The role of firm resilience, innovation capabilities and environmental dynamism," Technology in Society, Elsevier, vol. 74(C).
    9. Huang, Yi-Fen & Lin, Hung-Chun & Lee, Hsu-Mei, 2023. "Innovation in manufacturing SMEs during the COVID-19 pandemic: How does environmental dynamism reinforce employee proactive behavior?," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    10. Jiang, Hong & Yang, Jingxuan & Gai, Jinlong, 2023. "How digital platform capability affects the innovation performance of SMEs—Evidence from China," Technology in Society, Elsevier, vol. 72(C).
    11. Lerch, Christian M. & Horvat, Djerdj & Jasny, Johannes, 2024. "When manufacturers turn into digital platform providers: A transformation model to understand the platformization pathway," International Journal of Production Economics, Elsevier, vol. 273(C).
    12. 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).
    13. Hultman, Magnus & Iveson, Abbie & Oghazi, Pejvak, 2023. "Talk less and listen more? The effectiveness of social media talking and listening tactics on export performance," Journal of Business Research, Elsevier, vol. 159(C).
    14. Wang, Nan & Wan, Jiahao & Ma, Zhenzhong & Zhou, Yan & Chen, Jin, 2023. "How digital platform capabilities improve sustainable innovation performance of firms: The mediating role of open innovation," Journal of Business Research, Elsevier, vol. 167(C).
    15. Bag, Surajit & Gupta, Shivam & Chan, Hau-Ling & Kumar, Ajay, 2024. "Building smart product-service systems capabilities for circular supply chains in the Industry 4.0 era," Transportation Research Part E: Logistics and Transportation Review, 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. Jafari-Sadeghi, Vahid & Amoozad Mahdiraji, Hannan & Busso, Donatella & Yahiaoui, Dorra, 2022. "Towards agility in international high-tech SMEs: Exploring key drivers and main outcomes of dynamic capabilities," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    2. Acciarini, Chiara & Cappa, Francesco & Boccardelli, Paolo & Oriani, Raffaele, 2023. "How can organizations leverage big data to innovate their business models? A systematic literature review," Technovation, Elsevier, vol. 123(C).
    3. Wong, David T.W. & Ngai, Eric W.T., 2023. "The impact of advanced manufacturing technology, sensing and analytics capabilities, and planning comprehensiveness on sustained competitive advantage: The moderating role of environmental uncertainty," International Journal of Production Economics, Elsevier, vol. 265(C).
    4. Zahoor, Nadia & Zopiatis, Anastasios & Adomako, Samuel & Lamprinakos, Grigorios, 2023. "The micro-foundations of digitally transforming SMEs: How digital literacy and technology interact with managerial attributes," Journal of Business Research, Elsevier, vol. 159(C).
    5. Ciampi, Francesco & Faraoni, Monica & Ballerini, Jacopo & Meli, Francesco, 2022. "The co-evolutionary relationship between digitalization and organizational agility: Ongoing debates, theoretical developments and future research perspectives," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    6. Zhao, Nanyang & Hong, Jiangtao & Lau, Kwok Hung, 2023. "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model," International Journal of Production Economics, Elsevier, vol. 259(C).
    7. Jiang, Hong & Yang, Jingxuan & Gai, Jinlong, 2023. "How digital platform capability affects the innovation performance of SMEs—Evidence from China," Technology in Society, Elsevier, vol. 72(C).
    8. Zahid Sarwar & Jingmei Gao & Adnan Khan, 2024. "Nexus of digital platforms, innovation capability, and strategic alignment to enhance innovation performance in the Asia Pacific region: a dynamic capability perspective," Asia Pacific Journal of Management, Springer, vol. 41(2), pages 867-901, June.
    9. Papanagnou, Christos & Seiler, Andreas & Spanaki, Konstantina & Papadopoulos, Thanos & Bourlakis, Michael, 2022. "Data-driven digital transformation for emergency situations: The case of the UK retail sector," International Journal of Production Economics, Elsevier, vol. 250(C).
    10. Li, Ying & Dai, Jing & Cui, Li, 2020. "The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model," International Journal of Production Economics, Elsevier, vol. 229(C).
    11. Singh, Rashmeet & Chandrashekar, Deepak & Subrahmanya Mungila Hillemane, Bala & Sukumar, Arun & Jafari-Sadeghi, Vahid, 2022. "Network cooperation and economic performance of SMEs: Direct and mediating impacts of innovation and internationalisation," Journal of Business Research, Elsevier, vol. 148(C), pages 116-130.
    12. Baoshan Ge & Liyi Zhao, 2022. "The impact of the integration of opportunity and resources of new ventures on entrepreneurial performance: The moderating role of BDAC‐AI," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 440-461, May.
    13. Pietro Borsano & Veronica Marozzo & Marco Bonaglia & Alberto Minin & Antonio Crupi, 2024. "Digital transformation and digital dynamic capabilities improvement in low-medium technology sector: evidence from Thai family firms," Asian Business & Management, Palgrave Macmillan, vol. 23(5), pages 683-712, November.
    14. Bag, Surajit & Gupta, Shivam & Kumar, Sameer, 2021. "Industry 4.0 adoption and 10R advance manufacturing capabilities for sustainable development," International Journal of Production Economics, Elsevier, vol. 231(C).
    15. Somohano-Rodríguez, Francisco M. & Madrid-Guijarro, Antonia, 2022. "Do industry 4.0 technologies improve Cantabrian manufacturing smes performance? The role played by industry competition," Technology in Society, Elsevier, vol. 70(C).
    16. 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).
    17. Battistoni, Elisa & Gitto, Simone & Murgia, Gianluca & Campisi, Domenico, 2023. "Adoption paths of digital transformation in manufacturing SME," International Journal of Production Economics, Elsevier, vol. 255(C).
    18. Aboobucker Ilmudeen, 2022. "Leveraging IT-enabled dynamic capabilities to shape business process agility and firm innovative capability: moderating role of turbulent environment," Review of Managerial Science, Springer, vol. 16(8), pages 2341-2379, November.
    19. 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.
    20. Liao, Zhongju & Chen, Jie & Chen, Xueli & Song, Malin, 2024. "Digital platform capability, environmental innovation quality, and firms’ competitive advantage: The moderating role of environmental uncertainty," International Journal of Production Economics, Elsevier, vol. 268(C).

    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:tefoso:v:177:y:2022:i:c:s0040162522000452. 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.sciencedirect.com/science/journal/00401625 .

    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.