IDEAS home Printed from https://ideas.repec.org/a/vrs/poicbe/v18y2024i1p2569-2580n1038.html
   My bibliography  Save this article

MSME Businesses Performance: Examining the Impact of Digital and Technological Capabilities using Partial Least Squares Structural Equation Modeling and Necessary Condition Analysis

Author

Listed:
  • Veiga Pedro Mota

    (University of Maia, Maia, Portugal & NECE – Research Center in Business Sciences, Universidade da Beira Interior, Covilhã, Portugal)

Abstract

This research aims to research the effects of innovation, as well as digital and technological capabilities, on the performance of micro, small and medium enterprises (MSME) in Portugal post the initial wave of the COVID-19 pandemic. Leveraging longitudinal data from the 2019 World Bank business surveys and the subsequent 2020 World Bank Covid-19 follow-up business surveys, encompassing a sample of 605 MSME, we delve into the relationships between these variables. We examine the impact of innovation and digital and technological capabilities on performance from two distinct perspectives: one based on necessity and the other on sufficiency. Our analytical approach combines the utilization of partial least squares structural equation modeling (PLS-SEM) with necessary condition analysis (NCA). The findings of our study unequivocally indicate that both technological capabilities and digital capabilities exert a positive influence on MSME performance. Additionally, it is noteworthy that innovation indirectly enhances performance by way of its impact on digital capabilities.

Suggested Citation

  • Veiga Pedro Mota, 2024. "MSME Businesses Performance: Examining the Impact of Digital and Technological Capabilities using Partial Least Squares Structural Equation Modeling and Necessary Condition Analysis," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 2569-2580.
  • Handle: RePEc:vrs:poicbe:v:18:y:2024:i:1:p:2569-2580:n:1038
    DOI: 10.2478/picbe-2024-0216
    as

    Download full text from publisher

    File URL: https://doi.org/10.2478/picbe-2024-0216
    Download Restriction: no

    File URL: https://libkey.io/10.2478/picbe-2024-0216?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
    ---><---

    References listed on IDEAS

    as
    1. Amankwah-Amoah, Joseph & Khan, Zaheer & Wood, Geoffrey & Knight, Gary, 2021. "COVID-19 and digitalization: The great acceleration," Journal of Business Research, Elsevier, vol. 136(C), pages 602-611.
    Full references (including those not matched with items on IDEAS)

    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. Ali Zackery & Joseph Amankwah-Amoah & Zahra Heidari Darani & Shiva Ghasemi, 2022. "COVID-19 Research in Business and Management: A Review and Future Research Agenda," Sustainability, MDPI, vol. 14(16), pages 1-32, August.
    2. Lina Bjerke & Steven Bond-Smith & Philip McCann & Charlotta Mellander, 2025. "Work-from-home, relocation, and shadow effects: Evidence from Sweden," Working Papers 2025-1, University of Hawaii Economic Research Organization, University of Hawaii at Manoa.
    3. 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).
    4. Fascione, Luisa & Oosterhek, Koen & Scheubel, Beatrice & Stracca, Livio & Wildmann, Nadya, 2024. "Keep calm, but watch the outliers: deposit flows in recent crisis episodes and beyond," Occasional Paper Series 361, European Central Bank.
    5. Laura Abrardi & Elena Grinza & Alessandro Manello & Flavio Porta, 2024. "Work from home arrangements and organizational performance in Italian SMEs: evidence from the COVID-19 pandemic," Empirical Economics, Springer, vol. 67(6), pages 2821-2863, December.
    6. Adil Garohe & Rachid Zammar, 2023. "Adaptation of Companies to the Reality of COVID: Criteria Impact and Measures," Post-Print hal-04272996, HAL.
    7. Franco, Chiara & Pietrovito, Filomena, 2024. "Drivers of firms' digital activities in response to the Covid-19 pandemic," Economics & Statistics Discussion Papers esdp24096, University of Molise, Department of Economics.
    8. Jeong, Dayun & Ko, Eunju & Taylor, Charles R., 2023. "Don't touch the Merchandise! Factors associated with consumer preference for contact free shopping," Journal of Business Research, Elsevier, vol. 154(C).
    9. Fernando Almeida & José Morais & José Duarte Santos, 2022. "A Bibliometric Analysis of the Scientific Outcomes of European Projects on the Digital Transformation of SMEs," Publications, MDPI, vol. 10(4), pages 1-18, September.
    10. Lydia Nanjala Nyongesa & Fred Gichana Atandi, 2024. "Navigating Economic Transformations: Accounting for Paradigm Shifts in Post Covid-19 in Listed Companies in NSE, Kenya," International Journal of Latest Technology in Engineering, Management & Applied Science, International Journal of Latest Technology in Engineering, Management & Applied Science (IJLTEMAS), vol. 13(4), pages 161-171, April.
    11. Tüzin Baycan & Suat Tuysuz, 2022. "Special Feature on social, economic, and spatial impacts of COVID-19 pandemic in Turkey," Asia-Pacific Journal of Regional Science, Springer, vol. 6(3), pages 1041-1051, October.
    12. Xue Ding & Mengling Qin & Linsen Yin & Dayong Lv & Yao Bai, 2023. "Research on FinTech Talent Evaluation Index System and Recruitment Strategy: Evidence From Shanghai in China," SAGE Open, , vol. 13(4), pages 21582440231, November.
    13. Koo, KwangJoo & Le, Linh, 2024. "IT capability and innovation," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    14. Mabaya, Edward & Porciello, Jaron, 2022. "Can digital solutions transform agri-food systems in Africa?," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 61(01), March.
    15. Forliano, Canio & Bullini Orlandi, Ludovico & Zardini, Alessandro & Rossignoli, Cecilia, 2023. "Technological orientation and organizational resilience to Covid-19: The mediating role of strategy's digital maturity," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    16. Dumitra Teodora-Cătălina, 2024. "The Influence of COVID-19 Phenomenon on the Labour Market at the European Regional Level," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 3124-3142.
    17. Ga-Rog Han & Jae-Eun Lee, 2024. "The Moderating Effect of ESG Level in the Relationship between Digital Transformation Capability and Financial Performance: Evidence from Foreign Subsidiaries of Korean Firms," Sustainability, MDPI, vol. 16(9), pages 1-15, April.
    18. Maria Rosaria Gualano & Leonardo Villani & Walter Ricciardi, 2023. "Pandemic Preparedness among Big Energy Companies: Call to Research and Action," IJERPH, MDPI, vol. 20(4), pages 1-12, February.
    19. Alicja Fandrejewska & Witold Chmielarz & Marek Zborowski, 2022. "The Impact of the COVID-19 Pandemic on the Perception of Globalization and Consumer Behavior," Sustainability, MDPI, vol. 14(15), pages 1-14, August.
    20. Nawaz, Muhammad Zahid & Nawaz, Shahid & Guzmán, Francisco & Plotkina, Daria, 2023. "The aftermath of Covid-19: The rise of pandemic animosity among consumers and its scale development," Journal of Business Research, Elsevier, vol. 157(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:vrs:poicbe:v:18:y:2024:i:1:p:2569-2580:n:1038. 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: Peter Golla (email available below). General contact details of provider: https://www.sciendo.com .

    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.