Business model innovation elements and product innovation radicalness: Central European lessons for innovation leaders and followers
Abstract
Research background: Despite the increased interest in business model innovation (BMI) in the last 20 years, the current research landscape still lacks empirical efforts aimed at investigating the underexplored link between BMI and innovation performance. This is doubly true in specific contexts like Central European countries, whereas innovation systems are weaker than in Western ones, and firms strongly depend on internal R&D activities and absorptive capacity and technology upgrades via cooperation with other countries.
Purpose of the article: This study draws on the BMI theory with the aim of analyzing the effects of each individual BMI element on firms’ performance in terms of creation of radical innovations vs incremental ones.
Methods: The data used are from the Community Innovation Survey (CIS) 2018 — the latest micro data available to date — focusing on 16,364 firms in Central Europe, namely 5,749 Czech, 7,377 Hungarian, and 3,238 Slovakian firms. As the explained (dependent) variables are dichotomous (binary: 1 indicates the answer is yes, 0 indicates the answer is no) for all estimated models, a binary logistic regression is used in order to focus on the individual elements representing BMI and analyse their separated effects on firms’ creation of radical and incremental innovations in Central Europe. Individual BMI elements are: BMI methods, logistics, communication, accounting, external relations, human resource management, and marketing. Moreover, we check for control variables such as tax credits and allowances of R&D, public funding of innovation, cooperation with other organizations on R&D or other activities, in-house R&D activities and contracted out ones, lack of finance, lack of skilled employees and internal financial resources, and size.
Findings & value added: For radical innovators, practices for organising procedures and external relations are important. For incremental innovators, methods of organising work responsibility, decision making, and human resource management are significant. Surprisingly, regardless of the innovation radicality, several BMI elements are significant. This study suggests that managers should enhance strategic collaborations with external partners out of Central Europe, exploit their absorptive capacity, and increase the knowledge and experience of their employees, whilst policymakers should keep on providing tax credits and allowances for innovation activities, maintaining a supportive infrastructure and reducing administrative burdens.
Keywords
business model innovation, radical innovation, incremental innovation, Central Europe, research and development
References
- Aaltola, P. (2018). Investing in strategic development: Management control of business model and managerial innovations. Qualitative Research in Accounting & Management, 15(2), 206–230.
View in Google Scholar DOI: https://doi.org/10.1108/QRAM-05-2017-0044 - Abrahamsson, J., Boter, H., & Vanyushyn, V. (2019). Business model innovation of international new ventures: An empirical study in a Swedish context. Journal of International Entrepreneurship, 17(1), 75–102.
View in Google Scholar DOI: https://doi.org/10.1007/s10843-018-0238-3 - Andersson, M., Kusetogullari, A., & Wernberg, J. (2021). Software development and innovation: Exploring the software shift in innovation in Swedish firms. Technological Forecasting and Social Change, 167, 120695.
View in Google Scholar DOI: https://doi.org/10.1016/j.techfore.2021.120695 - Bamel, N., Kumar, S., Bamel, U., Lim, W. M., & Sureka, R. (2024). The state of the art of innovation management: Insights from a retrospective review of the European Journal of Innovation Management. European Journal of Innovation Management, 27(3), 825–850.
View in Google Scholar DOI: https://doi.org/10.1108/EJIM-07-2022-0361 - Bashir, M., & Verma, R. (2018). Internal factors & consequences of business model innovation. Management Decision, 57(1), 262–290.
View in Google Scholar DOI: https://doi.org/10.1108/MD-11-2016-0784 - Blažková, I., Svatošová, V., Chmelíková, G., Tamáš, V., Svobodová, E., Grega, L., Miškolci, S., Piecuch, J., Ujj, A., Hupková, D., Puchała, J, Bazsik, I., Jancsovszka, P., Nagyné Pércsi, K., Dobošová, Ľ. (2023). The effects of COVID-19 crisis on small family farms: Empirical evidence from Visegrad countries. Agricultural Economics, 69(9), 366–374.
View in Google Scholar DOI: https://doi.org/10.17221/217/2023-AGRICECON - Bouncken, R. B., & Fredrich, V. (2016). Business model innovation in alliances: Successful configurations. Journal of Business Research, 69(9), 3584–3590.
View in Google Scholar DOI: https://doi.org/10.1016/j.jbusres.2016.01.004 - Castellacci, F., & Lie, C. M. (2015). Do the effects of R&D tax credits vary across industries? A meta-regression analysis. Research Policy, 44(4), 819–832.
View in Google Scholar DOI: https://doi.org/10.1016/j.respol.2015.01.010 - Chen, L., & Yang, W. (2019). R&D tax credits and firm innovation: Evidence from China. Technological Forecasting and Social Change, 146, 233–241.
View in Google Scholar DOI: https://doi.org/10.1016/j.techfore.2019.05.018 - Chesbrough, H. (2007). Business model innovation: It's not just about technology anymore. Strategy & Leadership, 35(6), 12–17.
View in Google Scholar DOI: https://doi.org/10.1108/10878570710833714 - Chesbrough, H. (2010). Business model innovation: Opportunities and barriers. Long Range Planning, 43(2-3), 354–363.
View in Google Scholar DOI: https://doi.org/10.1016/j.lrp.2009.07.010 - Clauss, T. (2017). Measuring business model innovation: conceptualization, scale development, and proof of performance. R&D Management, 47(3), 385–403.
View in Google Scholar DOI: https://doi.org/10.1111/radm.12186 - Clauss, T., Abebe, M., Tangpong, C., & Hock, M. (2019). Strategic agility, business model innovation, and firm performance: An empirical investigation. IEEE Transactions on Engineering Management, 68(3), 767–784.
View in Google Scholar DOI: https://doi.org/10.1109/TEM.2019.2910381 - Clauss, T., Breier, M., Kraus, S., Durst, S., & Mahto, R. V. (2022). Temporary business model innovation–SMEs’ innovation response to the Covid‐19 crisis. R&D Management, 52(2), 294–312.
View in Google Scholar DOI: https://doi.org/10.1111/radm.12498 - Cortimiglia, M. N., Ghezzi, A., & Frank, A. G. (2016). Business model innovation and strategy making nexus: Evidence from a cross‐industry mixed‐methods study. R&D Management, 46(3), 414–432.
View in Google Scholar DOI: https://doi.org/10.1111/radm.12113 - da Costa Fernandes, S., & Rozenfeld, H. (2024). Business model innovation through the design of circular product-service system value propositions: A method proposal. Business Strategy and the Environment.
View in Google Scholar DOI: https://doi.org/10.1002/bse.3759 - Dahlin, K. B., & Behrens, D. M. (2005). When is an invention really radical? Defining and measuring technological radicalness. Research Policy, 34, 717–37.
View in Google Scholar DOI: https://doi.org/10.1016/j.respol.2005.03.009 - D’Este, P., Iammarino, S., Savona, M., & von Tunzelmann, N. (2012). What hampers innovation? Revealed barriers versus deterring barriers. Research Policy, 41(2), 482–488.
View in Google Scholar DOI: https://doi.org/10.1016/j.respol.2011.09.008 - Drupsteen, L., & Wakkee, I. (2024). Exploring characteristics of regenerative business models through a Delphi-inspired approach. Sustainability, 16(7), 3062.
View in Google Scholar DOI: https://doi.org/10.3390/su16073062 - Du, J., Leten, B., & Vanhaverbeke, W. (2014). Managing open innovation projects with science-based and market-based partners. Research Policy, 43(5), 828–840.
View in Google Scholar DOI: https://doi.org/10.1016/j.respol.2013.12.008 - European Commission (2023). Glossary:Innovation. March 27th, 2023. https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Glossary:Inno vation.
View in Google Scholar - Filser, M., Kraus, S., Breier, M., Nenova, I., & Puumalainen, K. (2021). Business model innovation: Identifying foundations and trajectories. Business Strategy and the Environment, 30(2), 891–907.
View in Google Scholar DOI: https://doi.org/10.1002/bse.2660 - Foltean, F. S., & Glovațchi, B. (2021). Business model innovation for Iot solutions: An exploratory study of strategic factors and expected outcomes. Amfiteatru Economic, 23(57), 392–411.
View in Google Scholar DOI: https://doi.org/10.24818/EA/2021/57/392 - Foss, N. J., & Saebi, T. (2017). Fifteen years of research on business model innovation: How far have we come, and where should we go? Journal of Management, 43(1), 200–227.
View in Google Scholar DOI: https://doi.org/10.1177/0149206316675927 - Frenkel, A. (2003). Barriers and limitations in the development of industrial innovation in the region. European Planning Studies, 11(2), 115–137.
View in Google Scholar DOI: https://doi.org/10.1080/0965431032000072837 - Fritz, M., & Berger, P. D. (2015). Will anybody buy? Logistic regression. In M. Fritz & P. D. Berger (Eds.). Improving the user experience through practical data analytics (pp. 271–304). Waltham, MA: Morgan Kaufmann.
View in Google Scholar DOI: https://doi.org/10.1016/B978-0-12-800635-1.00011-2 - Gatautis, R., Vaiciukynaite, E., & Tarute, A. (2019). Impact of business model innovations on SME’s innovativeness and performance. Baltic Journal of Management, 14(4), 521–539.
View in Google Scholar DOI: https://doi.org/10.1108/BJM-01-2018-0035 - Giglio, C. (2021). Cross-country creativity and knowledge flows of patent acquisitions: Drivers and implications for managers and policy-makers. Journal of Engineering and Technology Management - JET-M, 59, 101617.
View in Google Scholar DOI: https://doi.org/10.1016/j.jengtecman.2021.101617 - Götz, M., Sass, M., & Élteto, A. (2021). Perceptions of Industry 4.0 in Visegrad Firms. Danube, 12(4), 239–255.
View in Google Scholar DOI: https://doi.org/10.2478/danb-2021-0016 - Han, W., Li, X., Zhu, W., Lu, R., & Zu, X. (2024). Knowledge digitization and high-tech firm performance: A moderated mediation model incorporating business model innovation and entrepreneurial orientation. Technology in Society, 77, 102536.
View in Google Scholar DOI: https://doi.org/10.1016/j.techsoc.2024.102536 - Hosmer, D. W., & Lemeshow, S. (2000). Applied logistic regression. Wiley.
View in Google Scholar DOI: https://doi.org/10.1002/0471722146 - Hudec, O. (2015). Visegrad countries and regions: Innovation performance and efficiency. Quality Innovation Prosperity, 19(2), 55–72.
View in Google Scholar DOI: https://doi.org/10.12776/qip.v19i2.593 - J Nair, A., Manohar, S., Mittal, A. (2024). Reconfiguration and transformation for resilience: Building service organizations towards sustainability. Journal of Services Marketing, 38(4), 404–425.
View in Google Scholar DOI: https://doi.org/10.1108/JSM-04-2023-0144 - Kajtazi, K., Rexhepi, G., Sharif, A., & Ozturk, I. (2023). Business model innovation and its impact on corporate sustainability. Journal of Business Research, 166, 114082.
View in Google Scholar DOI: https://doi.org/10.1016/j.jbusres.2023.114082 - Karayalcin, I. S. (2024). Intrapreneurship, competitiveness and business model innovation. In A. Pauceanu & M. Porada-Rochoń (Eds.). Innovating from within: Intrapreneurship and innovation within the organization (pp. 86–92). London: Routledge.
View in Google Scholar DOI: https://doi.org/10.4324/9781003348825-6 - Keiningham, T., Aksoy, L., Bruce, H. L., Cadet, F., Clennell, N., Hodgkinson, I. R., & Kearney, T. (2020). Customer experience driven business model innovation. Journal of Business Research, 116, 431–440.
View in Google Scholar DOI: https://doi.org/10.1016/j.jbusres.2019.08.003 - Kohtamäki, M., Leminen, S., & Parida, V. (2024). Conceptualizing digital business models (DBM): Framing the interplay between digitalization and business models. Technovation, 133, 103013.
View in Google Scholar DOI: https://doi.org/10.1016/j.technovation.2024.103013 - Kotkova Striteska, M., Myslivcova, K., Prokop, V., & Zapletalova, L. (2024). Employees' engagement, family ownership, or gender diversity? Searching for determinants of SMEs' green behaviors in CEE countries. Corporate Social Responsibility and Environmental Management.
View in Google Scholar DOI: https://doi.org/10.1002/csr.2736 - Laudien, S. M., & Daxböck, B. (2017). Business model innovation processes of average market players: A qualitative‐empirical analysis. R&D Management, 47(3), 420–430.
View in Google Scholar DOI: https://doi.org/10.1111/radm.12208 - Le, T. T., & Mohiuddin, M. (2024). Organizational inertia and firm performance: mediating role of green business model, and open innovation in manufacturing SMEs of emerging markets. Global Journal of Flexible Systems Management, 25(2), 325–341.
View in Google Scholar DOI: https://doi.org/10.1007/s40171-024-00384-1 - Liu, W., Liu, Y., Liu, L., & Peng, Q. (2024). A MBSE-based approach for architecting concepts for business model innovation of smart product systems. Computer-Aided Design and Applications, 21(1), 155–170.
View in Google Scholar DOI: https://doi.org/10.14733/cadaps.2024.155-170 - Loon, M., Otaye‐Ebede, L., & Stewart, J. (2020). Thriving in the new normal: The HR microfoundations of capabilities for business model innovation. An integrated literature review. Journal of Management Studies, 57(3), 698–726.
View in Google Scholar DOI: https://doi.org/10.1111/joms.12564 - Lu, C., Qi, Y., Hao, S., & Yu, B. (2024). How and when domestic and international collaboration networks influence innovation performance of SMEs: Evidence from China. Business Process Management Journal, 30(2), 435–462.
View in Google Scholar DOI: https://doi.org/10.1108/BPMJ-05-2023-0336 - Luo, X. (2024). Exploring entrepreneurial learning, digital business management, and business model innovation in internet new ventures: An empirical study. Journal of System and Management Sciences, 14(2), 35–54.
View in Google Scholar DOI: https://doi.org/10.33168/JSMS.2024.0203 - Marshall, A., Bieck, C., Dencik, J., Goehring, B. C., & Warrick, R. (2024). How generative AI will drive enterprise innovation. Strategy and Leadership, 52(1), 23–28.
View in Google Scholar DOI: https://doi.org/10.1108/SL-12-2023-0126 - Mets, T. (2012). Creative business model innovation for globalizing SMEs. In Entrepreneurship – creativity and innovative business models (pp. 169–187). IntechOpen.
View in Google Scholar DOI: https://doi.org/10.5772/37915 - Odei, S. A., Stejskal, J., & Prokop, V. (2021). Revisiting the factors driving firms’ innovation performances: The case of Visegrad countries. Journal of the Knowledge Economy, 12(3), 1331–1344.
View in Google Scholar DOI: https://doi.org/10.1007/s13132-020-00669-7 - Osterwalder, A., Pigneur, Y., & Tucci, C. (2005). Clarifying business models: Origins, present, and future of the concept. Communications of the Association for Information Systems, 16, 1–25.
View in Google Scholar DOI: https://doi.org/10.17705/1CAIS.01601 - Paiola, M., & Gebauer, H. (2020). Internet of things technologies, digital servitization and business model innovation in BtoB manufacturing firms. Industrial Marketing Management, 89, 245–264.
View in Google Scholar DOI: https://doi.org/10.1016/j.indmarman.2020.03.009 - Pece, A. M., Simona, O. E. O., & Salisteanu, F. (2015). Innovation and economic growth: An empirical analysis for CEE countries. Procedia Economics and Finance, 26, 461–467.
View in Google Scholar DOI: https://doi.org/10.1016/S2212-5671(15)00874-6 - Pepe, M. S., Cai, T., & Zhang, Z. (2004). Combining predictors for classification using the area under the ROC curve. UW Biostatistics Working Paper Series, 198.
View in Google Scholar - Priyadarshini, A., Gao, Y., & O’Gorman, C. (2024). Firm specific determinants of open innovation in European SMEs. Journal of Small Business & Entrepreneurship, 36(1), 130–157
View in Google Scholar DOI: https://doi.org/10.1080/08276331.2021.1907698 - Prokop, V., & Stejskal, J. (2017). Different approaches to managing innovation activities: An analysis of strong, moderate, and modest innovators. Engineering Economics, 28(1), 47–55.
View in Google Scholar DOI: https://doi.org/10.5755/j01.ee.28.1.16111 - Prokop, V., Stejskal, J., Klimova, V., & Zitek, V. (2021). The role of foreign technologies and R&D in innovation processes within catching-up CEE countries. PLoS ONE, 16(4), e0250307.
View in Google Scholar DOI: https://doi.org/10.1371/journal.pone.0250307 - Prokop, V., Stejskal, J., Mikusova Merickova, B., & Odei, S. A. (2023). Revealing the importance of international and domestic cooperation by using artificial neural networks: Case of European radical and incremental innovators. European Journal of Innovation Management, 26(2), 531–563.
View in Google Scholar DOI: https://doi.org/10.1108/EJIM-02-2021-0104 - Pucihar, A., Lenart, G., Borštnar, M. K., Vidmar, D., & Marolt, M. (2019). Drivers and outcomes of business model innovation-micro, small and medium-sized enterprises perspective. Sustainability, 11(2), 344.
View in Google Scholar DOI: https://doi.org/10.3390/su11020344 - Radošević, S. (2017). Upgrading technology in Central and Eastern European Economies. IZA World of Labor, 338, 1–11.
View in Google Scholar DOI: https://doi.org/10.15185/izawol.338 - Ranganathan, P., Pramesh, C. S., & Aggarwal, R. (2017). Common pitfalls in statistical analysis: Logistic regression. Perspectives in Clinical Research, 8, 148–151.
View in Google Scholar DOI: https://doi.org/10.4103/picr.PICR_87_17 - Ritala, P., & Hurmelinna‐Laukkanen, P. (2013). Incremental and radical innovation in coopetition—The role of absorptive capacity and appropriability. Journal of Product Innovation Management, 30(1), 154–169.
View in Google Scholar DOI: https://doi.org/10.1111/j.1540-5885.2012.00956.x - Robertson, T. S. (2017). Business model innovation: A marketing ecosystem view. AMS Review, 7(3), 90–100.
View in Google Scholar DOI: https://doi.org/10.1007/s13162-017-0101-z - Rok, B., & Kulik, M. (2024). Circular start-up development: The case of positive impact entrepreneurship in Poland. Corporate Governance (Bingley), 21(2), 339–358.
View in Google Scholar DOI: https://doi.org/10.1108/CG-01-2020-0043 - Schneckenberg, D., Matzler, K., & Spieth, P. (2022). Theorizing business model innovation: An organizing framework of research dimensions and future perspectives. R&D Management, 52(3), 593–609.
View in Google Scholar DOI: https://doi.org/10.1111/radm.12506 - Schwarz, J. S., & Legner, C. (2020). Business model tools at the boundary: Exploring communities of practice and knowledge boundaries in business model innovation. Electronic Markets, 30(3), 421–445.
View in Google Scholar DOI: https://doi.org/10.1007/s12525-019-00379-2 - Smol, M., Marcinek, P., & Duda, J. (2024). Circular business models (CBMs) in environmental management—Analysis of definitions, typologies and methods of creation in organizations. Sustainability, 16(3), 1209.
View in Google Scholar DOI: https://doi.org/10.3390/su16031209 - Sorescu, A. (2017). Data‐driven business model innovation. Journal of Product Innovation Management, 34(5), 691–696.
View in Google Scholar DOI: https://doi.org/10.1111/jpim.12398 - Souto, J. E. (2015). Business model innovation and business concept innovation as the context of incremental innovation and radical innovation. Tourism Management, 51, 142–155.
View in Google Scholar DOI: https://doi.org/10.1016/j.tourman.2015.05.017 - Spieth, P., Schneckenberg, D., & Matzler, K. (2016). Exploring the linkage between business model (&) innovation and the strategy of the firm. R&D Management, 46(3), 403–413.
View in Google Scholar DOI: https://doi.org/10.1111/radm.12218 - Spieth, P., Schneckenberg, D., & Ricart, J. E. (2014). Business model innovation–state of the art and future challenges for the field. R&D Management, 44(3), 237–247.
View in Google Scholar DOI: https://doi.org/10.1111/radm.12071 - Stejskal, J., Mikušová Meričková, B., & Prokop, V. (2016). The cooperation between enterprises: Significant part of the innovation process - a case study of the Czech machinery industry. E&M Ekonomie a Management, 19(3), 110–122.
View in Google Scholar DOI: https://doi.org/10.15240/tul/001/2016-3-008 - Stojčić, N. (2021). Collaborative innovation in emerging innovation systems: Evidence from Central and Eastern Europe. Journal of Technology Transfer, 46(2), 531–562.
View in Google Scholar DOI: https://doi.org/10.1007/s10961-020-09792-8 - Stojčić, N., Srhoj, S., & Coad, A. (2020). Innovation procurement as capability-building: Evaluating innovation policies in eight Central and Eastern European countries. European Economic Review, 121, 103330.
View in Google Scholar DOI: https://doi.org/10.1016/j.euroecorev.2019.103330 - Sund, K. J., Bogers, M. L., & Sahramaa, M. (2021). Managing business model exploration in incumbent firms: A case study of innovation labs in European banks. Journal of Business Research, 128, 11–19.
View in Google Scholar DOI: https://doi.org/10.1016/j.jbusres.2021.01.059 - Tavassoli, S., & Bengtsson, L. (2018). The role of business model innovation for product innovation performance. International Journal of Innovation Management, 22(07), 1850061.
View in Google Scholar DOI: https://doi.org/10.1142/S1363919618500615 - Teece, D. J. (2010). Business models, business strategy and innovation. Long Range Planning, 43(2-3), 172–194.
View in Google Scholar DOI: https://doi.org/10.1016/j.lrp.2009.07.003 - Tykkyläinen, S., & Ritala, P. (2021). Business model innovation in social enterprises: An activity system perspective. Journal of Business Research, 125, 684–697.
View in Google Scholar DOI: https://doi.org/10.1016/j.jbusres.2020.01.045 - Urbaniec, M., & Żur, A. (2021). Business model innovation in corporate entrepreneurship: Exploratory insights from corporate accelerators. International Entrepreneurship and Management Journal, 17(2), 865–888.
View in Google Scholar DOI: https://doi.org/10.1007/s11365-020-00646-1 - Velev, M., & Veleva, S. (2021). Research of the influence of the innovations of the business models on the economic results of the enterprises. Economic Alternatives, 27(4), 567–579.
View in Google Scholar DOI: https://doi.org/10.37075/EA.2021.4.05 - Waldner, F., Poetz, M. K., Grimpe, C., & Eurich, M. (2015). Antecedents and consequences of business model innovation: The role of industry structure. In Business models and modelling. Emerald Group Publishing Limited.
View in Google Scholar DOI: https://doi.org/10.5465/ambpp.2015.16790abstract - Zhou, Y., Hong, Y., & Liu, J. (2013). Internal commitment or external collaboration? The impact of human resource management systems on firm innovation and performance. Human Resource Management, 52(2), 263–288.
View in Google Scholar DOI: https://doi.org/10.1002/hrm.21527