IDEAS home Printed from https://ideas.repec.org/a/spr/joiaen/v14y2025i1d10.1186_s13731-025-00559-9.html
   My bibliography  Save this article

Service innovation in emerging economies: the impact of DUI and STI innovation modes on innovation performance

Author

Listed:
  • Paula Viviana Robayo-Acuña

    (Fundación Universitaria Konrad Lorenz
    Universidad de La Costa)

  • Odette Chams-Anturi

    (Universidad de La Costa)

  • Iván Ricardo Ruíz-Castro

    (Fundación Universitaria Konrad Lorenz)

Abstract

This study examines the influence of DUI (Doing, Using, Interacting) and STI (Science, Technology, Innovation) innovation modes on the innovation performance of service sector firms in Colombia. Unlike the manufacturing sector, where innovation is typically associated with formal R&D, the service sector is characterized by experience-based and interaction-driven innovation with customers and suppliers. A quantitative approach was employed, using data from EDITS VIII (Colombia). A structural equation modeling (SEM) approach was applied to a sample of 2,782 firms to assess the relationship between innovation modes and two types of innovation: incremental and organizational. The results reveal that the DUI mode has a significant positive effect on both incremental and organizational innovation, whereas the STI mode exhibits an inverse effect. This suggests that experience- and interaction-based knowledge is more effective for service innovation than an approach exclusively reliant on science and technology. By quantifying the differential impact of DUI and STI modes across various innovation dimensions, this study provides an empirical foundation for strategic decision-making in a critical sector for Colombia’s economic development and other emerging economies.

Suggested Citation

  • Paula Viviana Robayo-Acuña & Odette Chams-Anturi & Iván Ricardo Ruíz-Castro, 2025. "Service innovation in emerging economies: the impact of DUI and STI innovation modes on innovation performance," Journal of Innovation and Entrepreneurship, Springer, vol. 14(1), pages 1-19, December.
  • Handle: RePEc:spr:joiaen:v:14:y:2025:i:1:d:10.1186_s13731-025-00559-9
    DOI: 10.1186/s13731-025-00559-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s13731-025-00559-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1186/s13731-025-00559-9?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. Arne Isaksen & Michaela Trippl, 2017. "Innovation in space: the mosaic of regional innovation patterns," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(1), pages 122-140.
    2. Fitjar, Rune Dahl & Rodríguez-Pose, Andrés, 2013. "Firm collaboration and modes of innovation in Norway," Research Policy, Elsevier, vol. 42(1), pages 128-138.
    3. Chang, Yuan-Chieh & Linton, Jonathan D. & Chen, Min-Nan, 2012. "Service regime: An empirical analysis of innovation patterns in service firms," Technological Forecasting and Social Change, Elsevier, vol. 79(9), pages 1569-1582.
    4. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    5. Snyder, Hannah & Witell, Lars & Gustafsson, Anders & Fombelle, Paul & Kristensson, Per, 2016. "Identifying categories of service innovation: A review and synthesis of the literature," Journal of Business Research, Elsevier, vol. 69(7), pages 2401-2408.
    6. Apanasovich, Natalja & Alcalde Heras, Henar & Parrilli, Mario Davide, 2016. "The impact of business innovation modes on SME innovation performance in post-Soviet transition economies: The case of Belarus," Technovation, Elsevier, vol. 57, pages 30-40.
    7. Pedro Ferreira & Carla Susana Marques, 2013. "The impact of non-technological innovation on the technological innovation in industry and services in Portugal," International Journal of Innovation and Learning, Inderscience Enterprises Ltd, vol. 14(3/4), pages 289-307.
    8. Grillitsch, Markus & Schubert, Torben & Srholec, Martin, 2019. "Knowledge base combinations and firm growth," Research Policy, Elsevier, vol. 48(1), pages 234-247.
    9. Faïz Gallouj, 1997. "Towards a neo-Schumpeterian theory of innovation in services?," Science and Public Policy, Oxford University Press, vol. 24(6), pages 405-420, December.
    10. Gallouj, Faiz & Weinstein, Olivier, 1997. "Innovation in services," Research Policy, Elsevier, vol. 26(4-5), pages 537-556, December.
    11. Mario Davide Parrilli & Dragana Radicic, 2021. "STI and DUI innovation modes in micro-, small-, medium- and large-sized firms: distinctive patterns across Europe and the U.S," European Planning Studies, Taylor & Francis Journals, vol. 29(2), pages 346-368, February.
    12. Nanditha Mathew & George Paily, 2022. "STI-DUI innovation modes and firm performance in the Indian capital goods industry: Do small firms differ from large ones?," The Journal of Technology Transfer, Springer, vol. 47(2), pages 435-458, April.
    13. Jayme Jr., Frederico G. & Missio, Fabrício José & Pereira, Wallace Marcelino, 2023. "El papel de los servicios en el desarrollo económico y la relación centro-periferia," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    14. Emil Israel & Eyal Salinger, 2025. "Forms of Innovation and the Core‐Periphery Divide: (Non‐) Technological Innovation and Geo‐Remoteness in Israel," Growth and Change, Wiley Blackwell, vol. 56(1), March.
    15. Astrachan, Claudia Binz & Patel, Vijay K. & Wanzenried, Gabrielle, 2014. "A comparative study of CB-SEM and PLS-SEM for theory development in family firm research," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 116-128.
    16. Hipp, Christiane & Grupp, Hariolf, 2005. "Innovation in the service sector: The demand for service-specific innovation measurement concepts and typologies," Research Policy, Elsevier, vol. 34(4), pages 517-535, May.
    17. Parrilli, Mario Davide & Alcalde Heras, Henar, 2016. "STI and DUI innovation modes: Scientific-technological and context-specific nuances," Research Policy, Elsevier, vol. 45(4), pages 747-756.
    18. Diego Aboal & Paula Garda, 2016. "Technological and non-technological innovation and productivity in services vis-à-vis manufacturing sectors," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(5), pages 435-454, July.
    19. Atoko Kasongo & Moses Sithole & Yasser Buchana, 2023. "Empirical analysis of innovation and productivity in services firms: The case of South Africa," African Journal of Science, Technology, Innovation and Development, Taylor & Francis Journals, vol. 15(1), pages 1-13, January.
    20. Sérgio Nunes & Raul Lopes, 2015. "Firm Performance, Innovation Modes and Territorial Embeddedness," European Planning Studies, Taylor & Francis Journals, vol. 23(9), pages 1796-1826, September.
    21. Calvo, Nuria & Fernández-López, Sara & Rodríguez-Gulías, María Jesús & Rodeiro-Pazos, David, 2022. "The effect of population size and technological collaboration on firms' innovation," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    22. Juan Miguel Gallego & Luis H. Gutiérrez & Rodrigo Taborda, 2015. "Innovation and Productivity in the Colombian Service and Manufacturing Industries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(3), pages 612-634, May.
    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. Doloreux, David & Shearmur, Richard, 2023. "Does location matter? STI and DUI innovation modes in different geographic settings," Technovation, Elsevier, vol. 119(C).
    2. Parrilli, Mario Davide & Balavac, Merima & Radicic, Dragana, 2020. "Business innovation modes and their impact on innovation outputs: Regional variations and the nature of innovation across EU regions," Research Policy, Elsevier, vol. 49(8).
    3. Alhusen, Harm & Bennat, Tatjana & Bizer, Kilian & Cantner, Uwe & Horstmann, Elaine & Kalthaus, Martin & Proeger, Till & Sternberg, Rolf & Töpfer, Stefan, 2021. "A New Measurement Conception for the ‘Doing-Using-Interacting’ Mode of Innovation," Research Policy, Elsevier, vol. 50(4).
    4. Tatjana Bennat, 2022. "High Innovativeness of SMEs and the Configuration of Learning-by-Doing, Learning-by-Using, Learning-by-Interacting, and Learning-by-Science: a Regional Comparison Applying Fuzzy Qualitative Comparativ," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 1666-1691, June.
    5. Piercey, Philip & Saunders, Chad & Doloreux, David, 2025. "The sensitivity of innovation modes to distance: Can we go the distance?," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    6. Hervas-Oliver, Jose-Luis & Parrilli, Mario Davide & Sempere-Ripoll, Francisca, 2021. "SME modes of innovation in European catching-up countries: The impact of STI and DUI drivers on technological innovation," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    7. Hervás-Oliver, José-Luis & Parrilli, Mario Davide & Rodríguez-Pose, Andrés & Sempere-Ripoll, Francisca, 2021. "The drivers of SME innovation in the regions of the EU," Research Policy, Elsevier, vol. 50(9).
    8. Haus-Reve, Silje & Fitjar, Rune Dahl & Rodríguez-Pose, Andrés, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in Norway," Research Policy, Elsevier, vol. 48(6), pages 1476-1486.
    9. Rodríguez-Pose, Andrés & Haus-Reve, Silje & Fitjar, Rune, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in," CEPR Discussion Papers 13622, C.E.P.R. Discussion Papers.
    10. Machado Léo, Ricardo & Tello‐Gamarra, Jorge, 2016. "Inovac¸ão em servic¸os: estado da arte e perspectivas futuras [Innovation in services: state of the art and future perspectives]," MPRA Paper 82195, University Library of Munich, Germany, revised 29 Mar 2017.
    11. Lee, Hsing-fen & Miozzo, Marcela, 2019. "Which types of knowledge-intensive business services firms collaborate with universities for innovation?," Research Policy, Elsevier, vol. 48(7), pages 1633-1646.
    12. Liang, Liang & Alam, Ashraful & Sorwar, Ghulam & Yazdifar, Hassan & Eskandari, Rasol, 2021. "The combined network effect of sparse and interlocked connections in SMEs’ innovation," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    13. Doloreux, David & Shearmur, Richard & St-Pierre, Laurie-Anne, 2024. "Innovation modes and knowledge interactions: A micro-geographic approach," Technovation, Elsevier, vol. 137(C).
    14. Parrilli, M. Davide & Balavac-Orlić, Merima & Radicic, Dragana, 2023. "Environmental innovation across SMEs in Europe," Technovation, Elsevier, vol. 119(C).
    15. Alhusen, Harm, 2020. "Experience-based know-how, learning and innovation in German SMEs: An explorative analysis of the role of know-how in different modes of innovation," ifh Working Papers 27/2020, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
    16. Petrik Runst & Jörg Thomä, 2022. "Does personality matter? Small business owners and modes of innovation," Small Business Economics, Springer, vol. 58(4), pages 2235-2260, April.
    17. Alhusen, Harm & Bennat, Tatjana, 2019. "Innovation modes in SMEs: Mechanisms integrating STI-processes into DUI-mode learning and the role of regional innovation policy," ifh Working Papers 21/2019, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
    18. Chang, Yuan-Chieh & Chen, Min-Nan, 2016. "Service regime and innovation clusters: An empirical study from service firms in Taiwan," Research Policy, Elsevier, vol. 45(9), pages 1845-1857.
    19. Nanditha Mathew & George Paily, 2022. "STI-DUI innovation modes and firm performance in the Indian capital goods industry: Do small firms differ from large ones?," The Journal of Technology Transfer, Springer, vol. 47(2), pages 435-458, April.
    20. Homayounfard, Amir & Zaefarian, Ghasem, 2022. "Key challenges and opportunities of service innovation processes in technology supplier-service provider partnerships," Journal of Business Research, Elsevier, vol. 139(C), pages 1284-1302.

    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:spr:joiaen:v:14:y:2025:i:1:d:10.1186_s13731-025-00559-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.