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Dynamic capabilities based on knowledge and transformation in business models in the industry 4.0 scenario

Abstract

This theoretical essay explores theories related to business models and dynamic knowledge-based capabilities in the digital transformation scenario. First, the main theoretical foundations that conceptualize the themes of business models, innovation in business models, digital transformation, and dynamic capabilities based on knowledge are pointed out. Subsequently, two propositions are presented and discussed. We propose that digital capability is dynamic as it affects the company’s knowledge capacity, just as the dynamic knowledge capability can stimulate digital capability. We also propose that not only dynamic knowledge-based capability is necessary for developing a sustainable business model, but the emergence of immediate profits can affect the business model in the company’s future. This essay brings theoretical contributions, which can be used in future works, and practical and managerial contributions, which managers and decision-makers can use.

Keywords:
Business model; Dynamic capabilities; Knowledge; Digital transformation; Innovation

Resumo

Este ensaio teórico tem abordagem crítica e busca explorar as teorias relacionadas com modelos de negócios, bem como as capacidades dinâmicas baseadas em conhecimento no cenário de transformação digital. Em primeiro lugar, são apontados os principais fundamentos que conceituam os temas modelos de negócios (MNs), inovação nos modelos de negócios (IMNs), transformação digital (TD) e capacidades dinâmicas baseadas em conhecimento (CDBC). Na sequência, são apresentadas e discutidas as 2 proposições encontradas. Defende-se que a capacidade digital é dinâmica, uma vez que afeta a capacidade de conhecimento da empresa, assim como pode vir a estimular a capacidade digital. Propõe-se também que não somente a capacidade dinâmica baseada em conhecimento é necessária para o desenvolvimento de um modelo de negócios sustentável; a emergência de lucros imediatos pode afetar o modelo de negócios da empresa. O presente ensaio traz contribuições teóricas que poderão ser utilizadas em trabalhos futuros, além de contribuições práticas e gerenciais que poderão ser aproveitadas por gestores e tomadores de decisão.

Palavras-chave:
Modelo de negócios; Capacidades dinâmicas; Conhecimento; Transformação digital; Inovação

Resumen

Este es un ensayo teórico con un enfoque crítico, que busca explorar teorías relacionadas con modelos de negocio y capacidades dinámicas basadas en el conocimiento en el escenario de la transformación digital. En primer lugar, se señalan los principales fundamentos teóricos que conceptualizan los temas de modelos de negocio, innovación en modelos de negocio, transformación digital y capacidades dinámicas basadas en el conocimiento. Posteriormente, se presentan y discuten las dos proposiciones encontradas. Se propone que la capacidad digital es una capacidad dinámica ya que afecta la capacidad de conocimiento de la empresa, así como la capacidad de conocimiento dinámico puede estimular la capacidad digital. También se propone que no solo la capacidad dinámica basada en el conocimiento es necesaria para el desarrollo de un modelo de negocio sostenible, sino que la aparición de beneficios inmediatos puede afectar al modelo de negocio de la empresa. Este ensayo trae aportes teóricos, que pueden ser utilizados en futuros trabajos, y aportes prácticos y gerenciales, que pueden ser utilizados por los gerentes y tomadores de decisiones.

Palabras clave:
Modelo de negocio; Capacidades dinámicas; Conocimiento; Transformación digital; Innovación

INTRODUCTION

Business Models (BMs) and Business Model Innovation (BMI) have gained increasing relevance in recent years (Brillinger, Els, Schäfer, & Bender, 2020Brillinger, A. S., Els, C., Schäfer, B., & Bender, B. (2020). Business model risk and uncertainty factors: toward building and maintaining profitable and sustainable business models. Business Horizons, 63(1), 121-130. Recuperado de https://doi.org/10.1016/j.bushor.2019.09.009
https://doi.org/10.1016/j.bushor.2019.09...
). BMI is a key to organizations’ future success (Chesbrough, 2010Chesbrough, H. (2010). Business model innovation: opportunities and barriers. Long Range Planning, 43(2-3), 354-363. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.010
https://doi.org/10.1016/j.lrp.2009.07.01...
), while the essence of BM is the way a company adds value to customers, attracts them to pay for it, and converts that payment into profit (Teece, 2010Teece, D. J. (2010). Business models, business strategy and innovation. Long Range Planning, 43(2-3), 172-194. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.003
https://doi.org/10.1016/j.lrp.2009.07.00...
). Essentially, BMs can be defined as the way firms do business (Zott, Amit, & Massa, 2011Zott, C., Amit, R., & Massa, L. (2011). The business model: recent developments and future research. Journal of Management, 37(4), 1019, 1042. Recuperado de https://doi.org/10.1177/0149206311406265
https://doi.org/10.1177/0149206311406265...
), or as a construct that mediates technology development and economic value creation (Chesbrough & Rosenbloom, 2020Chesbrough, H. (2010). Business model innovation: opportunities and barriers. Long Range Planning, 43(2-3), 354-363. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.010
https://doi.org/10.1016/j.lrp.2009.07.01...
).

BMs are not static in time, but dynamic. The 4.0 scenario has fostered change in organizations, which try to offer customers new value propositions. In all industries, digitalization has become massive, where traditional products are replaced by digital counterparts, or equipped with new digital features (Prem, 2015Prem, E. (2015). A digital transformation business model for innovation. In Proceedings of the 1º ISPIM Innovation Symposium, Budapest, Hungary.). In this context, BMs play an essential role in Digital Transformation (DT), since elements can be digitally changed (Schallmo, Williams, & Boardman, 2020Schallmo, D., Williams, C. A., & Boardman, L. (2019). Digital transformation of business models-best practice, enablers, and roadmap. In J. Tidd (Ed.), Digital Disruptive Innovation (Series on Technology Management, Vol. 36, pp. 119-138). Singapura: World Scientific.).

It became evident that the economics of digital technologies goes far beyond improving products, services, and production processes, and has changed BMs (Prem, 2015Prem, E. (2015). A digital transformation business model for innovation. In Proceedings of the 1º ISPIM Innovation Symposium, Budapest, Hungary.). DT is linked to all BMs, to aggregated value chains, and to different actors in a value network (Schallmo et al., 2020Schallmo, D., Williams, C. A., & Boardman, L. (2019). Digital transformation of business models-best practice, enablers, and roadmap. In J. Tidd (Ed.), Digital Disruptive Innovation (Series on Technology Management, Vol. 36, pp. 119-138). Singapura: World Scientific.).

There are mechanisms that support this dynamics, Dynamic Capabilities [DCs], which organizations use for doing or renewing their activities (Teece, Pisano, & Shuen, 1997Teece, D. J., Pisano, G., & Shuen, A. (1997, agosto). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509-533. Recuperado de https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
https://doi.org/10.1002/(SICI)1097-0266(...
). Such capabilities are relevant factors for keeping firm’s competitiveness. Likewise, the current and future states of a firm’s BM are connected through the firm’s DCs and skills for reconfiguring its assets (Ritter & Lettl, 2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
).

From another perspective, understanding why organizations in the same industry have different performances is a recurring debate in strategy studies in recent decades (Leih, Linden, & Teece, 2015Leih, S., Linden, G., & Teece, D. J. (2015). Business model innovation and organizational design: a dynamic capabilities perspective. In N. J. Foss, & T. Saebi(Eds.), Business model innovation: the organizational dimension(pp. 24-42). Oxford, UK: Oxford University Press.). Thus, to keep a competitive advantage in this environment of fast and unforeseen changes, firms must rely on DCs, which involve the ability to renew competencies in order to align them with market needs (Teece et al., 1997Teece, D. J., Pisano, G., & Shuen, A. (1997, agosto). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509-533. Recuperado de https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
https://doi.org/10.1002/(SICI)1097-0266(...
). Therefore, they must possess a number of capacities that enable them to successfully create knowledge and generate innovation (Faccin, Balestrin, Martins, & Bitencourt, 2019Faccin, K., Balestrin, A., Martins, B. V., & Bitencourt, C. C. (2019). Knowledge-based dynamic capabilities: a joint R&D project in the French semiconductor industry. Journal of Knowledge Management, 23(3), 439-465. Recuperado de https://doi.org/10.1108/JKM-04-2018-0233
https://doi.org/10.1108/JKM-04-2018-0233...
).

Among existing DCs, Knowledge-Based Dynamic Capabilities (KBDCs) stand out; they acquire, generate and combine knowledge resources to detect, explore and handle the environment dynamics for generating innovation (Zheng, Zhang, & Du, 2011Zheng, S., Zhang, W., & Du, J. (2011). Knowledge- based dynamics capabilities and innovation in networked environments. Journal of Knowledge Management, 15(6), 1035-1051. Recuperado de https://doi.org/10.1108/13673271111179352
https://doi.org/10.1108/1367327111117935...
). It is one of the most important DCs mentioned in the literature for achieving competitive advantage (Nonaka, Kodama, Hirose, & Kohlbacher, 2014Nonaka, I., Kodama, M., Hirose, A., & Kohlbacher, F. (2014, fevereiro). Dynamic fractal organizations for promoting knowledge-based transformation: a new paradigm for organizational theory. European Management Journal, 32(1), 137-146. Recuperado de https://doi.org/10.1016/j.emj.2013.02.003
https://doi.org/10.1016/j.emj.2013.02.00...
). Knowledge is a key element for innovation in the contemporary world, and an essential asset to attain market differential (Canonico, Nito, Esposito, Iacono, & Consiglio, 2020Canonico, P., Nito, E., Esposito, V., Iacono, M. P., & Consiglio, S. (2020, maio). Knowledge creation in the automotive industry: analysing obeya-oriented practices using the Seci model. Journal of Business Research, 112, 450-457. Recuperado de https://doi.org/10.1016/j.jbusres.2019.11.047
https://doi.org/10.1016/j.jbusres.2019.1...
). Therefore, KBDCs are crucial for an organization’s survival.

Although BMI has received a lot of attention, the conceptual clarity of changing BMs is weak, with much research potential. Different BM flows are not only useful to describe the current state of a BM; they also serve as frameworks for describing and developing its future states (Ritter & Lettl, 2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
). There is also a lack of studies on BMs based on the 4.0 scenario, especially in emerging countries (Leminen, Rajahonka, Wendelin, & Westerlund, 2020Leminen, S., Rajahonka, M., Wendelin, R., & Westerlund, M. (2020, janeiro). Industrial internet of things business models in the machine-to-machine context. Industrial Marketing Management, 84, 298-311. Recuperado de https://doi.org/10.1016/j.indmarman.2019.08.008
https://doi.org/10.1016/j.indmarman.2019...
).

There is a connection between DT and BMI, as a result of digital technologies (Chanias, Myers, & Hess, 2019Chanias, S., Myers, M. D., & Hess, T. (2019, março). Digital transformation strategy making in pre-digital organizations: the case of a financial services provider. The Journal of Strategic Information Systems, 28(1), 17-33. Recuperado de https://doi.org/10.1016/j.jsis.2018.11.003
https://doi.org/10.1016/j.jsis.2018.11.0...
). Some authors suggest DCs as a theoretical basis for exploring the capabilities that companies build to foster the ongoing DT (Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
; Warner & Wäger, 2019Warner, K. S., & Wäger, M. (2019, junho). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. Recuperado de https://doi.org/10.1016/j.lrp.2018.12.001
https://doi.org/10.1016/j.lrp.2018.12.00...
). Understanding, learning, controlling experiments, and learning lessons, continuously, are essential for defining or redefining BMs (Pedroso, 2016Pedroso, M. C. (2016). Modelo de negócios e suas aplicações em administração(Tese de Doutorado). Universidade de São Paulo, São Paulo, SP.). Hence, knowledge-based DCs are paramount for BMI practice and competencies, for organizations’ survival in the market. Thus, we justify the choice of this theory for this essay, instead of others.

We organized this paper as follows: Section 2 presents a brief literature review, addressing the concepts of BM, BMI, DT and KBDCs. Section 3 presents and discusses the propositions; and Section 4 presents the conclusions and final remarks.

LITERATURE REVIEW

This theoretical essay presents a traditional literature review through a critical approach, where the researcher explores the topic, develops ideas, and identifies gaps to examine in future studies. Next, we present the main theoretical background that defines the topics of BMs and KBDCs, in the DT scenario.

Business models, business model innovation, and digital transformation

BMs are a holistic approach that explains how firms do business and create value, not how they just capture it (Zott et al., 2011Zott, C., Amit, R., & Massa, L. (2011). The business model: recent developments and future research. Journal of Management, 37(4), 1019, 1042. Recuperado de https://doi.org/10.1177/0149206311406265
https://doi.org/10.1177/0149206311406265...
). For Teece (2010Teece, D. J. (2010). Business models, business strategy and innovation. Long Range Planning, 43(2-3), 172-194. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.003
https://doi.org/10.1016/j.lrp.2009.07.00...
), value proposition, value appropriation, market segments, and value chain organization are key elements of BMs.

BMs can be defined as what each company should describe on its business, regarding what it does, that is, the flow of activities in a certain environment, based on capabilities; what it offers (value proposition); how the offer is provided (interaction with the customer in person and through channels); and who the customers are (Ritter & Lettl, 2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
). From another perspective, a BM guides the organization in defining its competitive strategy, through what it offers to the market, how it charges, what it costs, how it distinguishes itself, what is the value proposition, and how it integrates the value chain (Shafer, Smith, & Linder, 2005Shafer, S. M., Smith, H. J., & Linder, J. C. (2005). The power of business models. Business Horizons, 48(3), 199-207. Recuperado de https://doi.org/10.1016/j.bushor.2004.10.014
https://doi.org/10.1016/j.bushor.2004.10...
). In short, the BM key dimensions are grouped into offer (what?), which includes the value offer; customers (for whom?), which includes the customer segment; distribution channels and customer relationship; infrastructure (how?), which includes the key activities, the main resources and the main partnerships; and financial feasibility (why?), which includes the structure of costs and source of revenues (Tidd & Bessant, 2014Tidd, J., & Bessant, J. (2014). Business Model and Capturing Value. In J. Tidd & J. R Bessant (Eds.), Strategic Innovation Management. Hoboken, NJ: Wiley.).

Osterwalder (2004Osterwalder, A. (2004). The business model ontology a proposition in a design science approach (Tese de Doutorado). University of Lausanne, Lausanne, Switzerland.) proposes the currently widespread BM Canvas, which uses four main components to represent a BM: product, customer interface, infrastructure management, and financial aspects. Similarly, in a literature review of 681 articles on BM, Wirtz, Pistoia, Ulrich, and Göttel (2016Wirtz, B. W., Pistoia, A., Ullrich, S., & Göttel, V. (2016, fevereiro). Business models: origin, development and future research perspectives. Long Range Planning, 49(1), 36-54. Recuperado de https://doi.org/10.1016/j.lrp.2015.04.001
https://doi.org/10.1016/j.lrp.2015.04.00...
) identified four main elements: design, innovation, change and evolution, performance and control. They also defined the core components of a BM: strategic (strategy models, resource models, and networks), customer and market (models of customer, of market offering, and of revenue), and value creation (manufacturing, purchasing, and financial models). In addition, there is an interrelationship among these groups.

Value creation is the essence of any BM (Beuter, Faccin, Martins, & Balestrin, 2019Faccin, K., Balestrin, A., Martins, B. V., & Bitencourt, C. C. (2019). Knowledge-based dynamic capabilities: a joint R&D project in the French semiconductor industry. Journal of Knowledge Management, 23(3), 439-465. Recuperado de https://doi.org/10.1108/JKM-04-2018-0233
https://doi.org/10.1108/JKM-04-2018-0233...
). The foundations of an organization are its activities, its resource transactions, and its changes. Therefore, activities, processes, or capabilities serve as the basis for understanding what a business does, and are the micro-foundations, or building blocks of BMs, essential to all other perspectives (Ritter & Lettl, 2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
). Hence, value capture means achieving value and revenue from providing services and goods, or information, to customers or users (Teece, 2010Teece, D. J. (2010). Business models, business strategy and innovation. Long Range Planning, 43(2-3), 172-194. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.003
https://doi.org/10.1016/j.lrp.2009.07.00...
).

Pedroso (2016Pedroso, M. C. (2016). Modelo de negócios e suas aplicações em administração(Tese de Doutorado). Universidade de São Paulo, São Paulo, SP.) defines BM as a conceptual model formed by a set of components that support the design or architecture of an organization’s business, with the goal of adding value to its consumers and capturing value for the organization (Figure 1).

Figure 1
Business Model concept

Therefore, a BM is an organization’s business architecture. BM archetypes are typical models of value creation and capture that transcend industry boundaries (Baden-Fuller & Morgan, 2010Baden-Fuller, C., & Morgan, M. S. (2010). Business models as models. Long Range Planning, 43(2-3), 156-171. Recuperado de https://doi.org/10.1016/j.lrp.2010.02.005
https://doi.org/10.1016/j.lrp.2010.02.00...
; Ritter & Lettl, 2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
). An important virtue is that it offers a holistic view of the business, which combines company’s internal and external factors (Frankenberger, Weiblen, Csik, & Gassmann, 2013Frankenberger, K., Weiblen, T., Csik, M., & Gassmann, O. (2013). The 4I-framework of business model innovation: a structured view on process phases and challenges. International Journal of Product Development, 18(3-4), 249-273. Recuperado de https://doi.org/10.1504/IJPD.2013.055012
https://doi.org/10.1504/IJPD.2013.05501...
). Hence, BM is a concept that extends the boundaries of the firm, which is embedded in an ecosystem. The main function of the BM is to explain how the firm captures value for itself and for the various stakeholders in that ecosystem (Frankenberger et al., 2013Frankenberger, K., Weiblen, T., Csik, M., & Gassmann, O. (2013). The 4I-framework of business model innovation: a structured view on process phases and challenges. International Journal of Product Development, 18(3-4), 249-273. Recuperado de https://doi.org/10.1504/IJPD.2013.055012
https://doi.org/10.1504/IJPD.2013.05501...
).

In contrast, there are conceptual differences about BMs, and some ambiguity among definitions. Ritter and Lettl (2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
) identified five different perspectives on the term BM, explained in Box 1.

Box 1
Five different perspectives on BM concept

Theory presents different concepts of BMs. However, a BM is not a theory in itself, but rather a theoretical mechanism that combines distinct streams of literature (Ritter & Lettl, 2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
). As such, research on BM is a central connecting component in the subsequent development of the field of strategic management. That is because the significant increase in competitiveness in recent years has forced organizations to seek new competitive advantages, and because BM should be seen as a basis for defining competitive strategy (Keen & Qureshi, 2006Keen, P., & Qureshi, S. (2006). Organizational transformation through business models: a framework for business model design. In Proceedings of the 39º Annual Hawaii International Conference on System Sciences (HICSS’06), Washington, DC.).

The strategic direction chosen by companies and the BM adopted can define their performance and success, compared to their competitors. Thus, BMs relate to the success or failure of companies, more often than to factors like market attractiveness or technological superiority (Gibson & Jetter, 2014Gibson, E., & Jetter, A. (2014). Towards a dynamic process for business model innovation: a review of the state-of-the-art. In Proceedings of PICMET’14 Conference: Portland International Center for Management of Engineering and Technology, Infrastructure and Service Integration, Kanazawa, Japan.). This is because unsuccessful BMs can prevent competitiveness and the full exploitation of business opportunities, reducing the value achieved by the company (George & Bock, 2011George, G., & Bock, A. J. (2011). The business model in practice and its implications for entrepreneurship research. Entrepreneurship Theory and Practice, 35(1), 83-111. Recuperado de https://doi.org/10.1111/j.1540-6520.2010.00424.x
https://doi.org/10.1111/j.1540-6520.2010...
).

It is not just the BM design that defines the success or failure of an organization (Keen & Qureshi, 2006Keen, P., & Qureshi, S. (2006). Organizational transformation through business models: a framework for business model design. In Proceedings of the 39º Annual Hawaii International Conference on System Sciences (HICSS’06), Washington, DC.; Magretta, 2002Magretta, J. (2002). Why business models matter. Harvard Business Review, 80(5), 86, 92. Recuperado de https://hbr.org/2002/05/why-business-models-matter
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); other factors, such as the external environment’s influence, are equally important for a business to succeed.

The literature has focused on a static view of BM, at a certain time, but is gradually moving towards a more dynamic view, to address changes in existing BMs over time (Pedroso, 2016Pedroso, M. C. (2016). Modelo de negócios e suas aplicações em administração(Tese de Doutorado). Universidade de São Paulo, São Paulo, SP.; Saebi, Lien, & Foss, 2016Saebi, T., Lien, L., & Foss, N. J. (2017, outubro). What drives business model adaptation? The impact of opportunities, threats and strategic orientation. Long Range Planning, 50(5), 567-581. Recuperado de https://doi.org/10.1016/j.lrp.2016.06.006
https://doi.org/10.1016/j.lrp.2016.06.00...
). These changes can be incremental or radical, caused by different factors, and be voluntary or mandatory. Literature has also emphasized studies on start-ups, and given little attention to established firms, because of their complexity (Santos, Spector, & Van der Heyden, 2015Santos, J., Spector, B., & Van der Heyden, L. (2015). Toward a Theory of business model change. In N. J. Foss, & T. Saebi (Eds.), Business Model Innovation. Oxford, UK: Oxford University Press .).

Every organization provides some kind of value proposition: a product or service, or some combination that end users appreciate. Such aspects are becoming increasingly relevant, like the constant innovation and the perception of the real value delivered to customers. Business Model Innovation is responsible for creating new or better ways to deliver that value; thus, it makes sense to explain the model the company uses, if it is sustainable or vulnerable to replacement (Tidd & Bessant, 2014Tidd, J., & Bessant, J. (2014). Business Model and Capturing Value. In J. Tidd & J. R Bessant (Eds.), Strategic Innovation Management. Hoboken, NJ: Wiley.).

BMI has received a significant amount of attention from researchers, academics, and practitioners (Chesbrough, 2010Chesbrough, H. (2010). Business model innovation: opportunities and barriers. Long Range Planning, 43(2-3), 354-363. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.010
https://doi.org/10.1016/j.lrp.2009.07.01...
; Ritter & Lettl, 2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
). Likewise, it can also be regarded as BM reinvention, BM modification, or BM transformation (Ritter & Lettl, 2018). A relevant feature in BM studies concerns an innovative value proposition.

BMI can be defined as a new way to create and capture value, achieved through a change in one or more components of the firm’s BM (Chesbrough, 2010Chesbrough, H. (2010). Business model innovation: opportunities and barriers. Long Range Planning, 43(2-3), 354-363. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.010
https://doi.org/10.1016/j.lrp.2009.07.01...
; Tidd & Bessant, 2014Tidd, J., & Bessant, J. (2014). Business Model and Capturing Value. In J. Tidd & J. R Bessant (Eds.), Strategic Innovation Management. Hoboken, NJ: Wiley.). In other words, BMI takes place when the firm changes or improves at least one of value dimensions (Abdelkafi, Makhotin, & Posselt, 2013Abdelkafi, N., Makhotin, S., & Posselt, T. (2013). Business model innovations for electric mobility-what can be learned from existing business model patterns? International Journal of Innovation Management, 17(1), 1340003. Recuperado de https://doi.org/10.1142/S1363919613400033
https://doi.org/10.1142/S136391961340003...
). BMI can also be seen as a process that deliberately changes the core elements of a company and its business logic (Bucherer, Eisert, & Gassmann, 2012Bucherer, E., Eisert, U., & Gassmann, O. (2012, junho). Towards systematic business model innovation: lessons from product innovation management. Creativity and Innovation Management, 21(2), 183-198. Recuperado de https://doi.org/10.1111/j.1467-8691.2012.00637.x
https://doi.org/10.1111/j.1467-8691.2012...
). New business ideas, new sectors, and developing existing BMs are central to this research line (Chesbrough, 2010Chesbrough, H. (2010). Business model innovation: opportunities and barriers. Long Range Planning, 43(2-3), 354-363. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.010
https://doi.org/10.1016/j.lrp.2009.07.01...
; Ritter & Lettl, 2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
; Teece, 2010Teece, D. J. (2010). Business models, business strategy and innovation. Long Range Planning, 43(2-3), 172-194. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.003
https://doi.org/10.1016/j.lrp.2009.07.00...
).

Established firms that innovate their BMs experience positive effects on performance (Cucculelli & Bettinelli, 2015Cucculelli, M., & Bettinelli, C. (2015). Business models, intangibles and firm performance: evidence on corporate entrepreneurship from Italian manufacturing SMEs. Small Business Economics, 45(2), 329-350. Recuperado de https://doi.org/10.1007/s11187-015-9631-7
https://doi.org/10.1007/s11187-015-9631-...
; Zott & Amit, 2007Zott, C., & Amit, R. (2007). Business model design and the performance of entrepreneurial firms. Organization Science, 18(2), 165-335. Recuperado de https://doi.org/10.1287/orsc.1060.0232
https://doi.org/10.1287/orsc.1060.0232...
). However, research in this field is still scarce, and does not address how a firm can innovate its BM systematically (Frankenberger et al., 2013Frankenberger, K., Weiblen, T., Csik, M., & Gassmann, O. (2013). The 4I-framework of business model innovation: a structured view on process phases and challenges. International Journal of Product Development, 18(3-4), 249-273. Recuperado de https://doi.org/10.1504/IJPD.2013.055012
https://doi.org/10.1504/IJPD.2013.05501...
).

There are two perspectives to view the interrelationship between BMs and innovation. Just as a clear and well-designed BM can capture value from innovations, BMs themselves are susceptible to innovations (Tidd & Bessant, 2014Tidd, J., & Bessant, J. (2014). Business Model and Capturing Value. In J. Tidd & J. R Bessant (Eds.), Strategic Innovation Management. Hoboken, NJ: Wiley.), which can change the entire architecture of industries and modify all the rules of the game. Successful BMIs have completely redefined some scenarios or industries, redistributing billions of dollars (Johnson, Christensen, & Kagermann, 2008Johnson, M. W., Christensen, C. M., & Kagermann, H. (2008). Reinventing your business model. Harvard Business Review, 86(12), 57-68. Recuperado de https://hbr.org/2008/12/reinventing-your-business-model
https://hbr.org/2008/12/reinventing-your...
).

Therefore, BMI is an engineered, innovative, and non-trivial change in the key elements of a company’s BM, or in the architecture that connects such elements (Foss & Saebi, 2017Saebi, T., Lien, L., & Foss, N. J. (2017, outubro). What drives business model adaptation? The impact of opportunities, threats and strategic orientation. Long Range Planning, 50(5), 567-581. Recuperado de https://doi.org/10.1016/j.lrp.2016.06.006
https://doi.org/10.1016/j.lrp.2016.06.00...
). As mentioned, it requires significant change in at least two of the four dimensions: customers, value proposition, value chain, and profit mechanism (Pedroso, 2016Pedroso, M. C. (2016). Modelo de negócios e suas aplicações em administração(Tese de Doutorado). Universidade de São Paulo, São Paulo, SP.). From another perspective, BMI can range from incremental changes in its components, extension of the existing BM, or BM disruption, which potentially replaces the existing BM by an essentially different one (Khanagha, Volberda, & Oshri, 2014Khanagha, S., Volberda, H., & Oshri, I. (2014, junho). Business model renewal and ambidexterity: structural alteration and strategy formation process during transition to a C loud business model. R&D Management, 44(3), 322-340. Recuperado de https://doi.org/10.1111/radm.12070
https://doi.org/10.1111/radm.12070...
).

As for BMs and DT, digital technologies are capable of changing whole industries, enabling new BMs and being a potential for industry transformation (Cziesla, 2014Cziesla, T. (2014). A literature review on digital transformation in the financial service industry. In Proceedings of the 24º Bled eConference, Bled, Slovenia. Recuperado de https://aisel.aisnet.org/bled2014/18
https://aisel.aisnet.org/bled2014/18...
). In addition to technologies that enable new BMs, they cause intermediation/disintermediation, and customer centricity becomes increasingly important for financial service providers. Thus, it is important that organizations in the financial sector constantly review their BMs in this DT scenario, in order to continue innovating and creating value.

Given the emergence of digital technologies, organizations in all segments are seeking initiatives to leverage benefits in their BMs (Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
). Because of the growing competition fostered by globalization and the importance of a customer-centric approach, organizations are becoming more digital, to survive and achieve competitive advantage (Singh & Hess, 2017Singh, A., & Hess, T. (2017). How chief digital officers promote the digital transformation of their companies. MIS Quarterly Executive, 16(1), 1-17.). Hence, to increase the possibilities offered by digital technologies and respond to digital interrupts, established companies have enhanced their digital capabilities, called Digital Transformation (Sebastian et al., 2017Sebastian, I. M., Ross, J. W., Beath, C., Mocker, M., Moloney, K. G., & Fonstad, N. O. (2020). How big old companies navigate digital transformation. London, UK: Routledge.).

DT is a business-centered change that uses information technology as a critical asset (Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
). Therefore, using new technologies to enhance customer experience, increase business performance, create new BMs, and achieve operational excellence is a transformation strategy that guides the organization in its journey towards Digital Transformation (Singh & Hess, 2017Singh, A., & Hess, T. (2017). How chief digital officers promote the digital transformation of their companies. MIS Quarterly Executive, 16(1), 1-17.).

Organizations are realizing that becoming a digital leader is not just about technical knowledge; it is about creating a flexible structure to identify market changes and react quickly with the most competitive solution (Puthiyamadam, 2017Puthiyamadam, T. (2017, maio 29). How the meaning of digital transformation has evolved. Harvard Business Review. Recuperado de https://hbr.org/2017/05/how-the-meaning-of-digital-transformation-has-evolved
https://hbr.org/2017/05/how-the-meaning-...
). Similarly, DT is more than process automation; it requires deep cultural changes to transform structures, functions, skills, technology use, and value added to customers (Nadkarni & Prügl, 2021Nadkarni, S., & Prügl, R. (2021). Digital transformation: a review, synthesis and opportunities for future research. Management Review Quarterly, 71(2), 233-341. Recuperado de https://doi.org/10.1007/s11301-020-00185-7
https://doi.org/10.1007/s11301-020-00185...
; Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
).

Given the above, DT can be defined as an initiative by which organizations continuously engage in digital innovation to develop or improve products, services, and BMs, in order to achieve or keep competitive advantage (Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
). Likewise, DT is a change in the way a company employs digital technologies to develop a new digital BM that helps create and appropriate more value for the company (Verhoef & Bijmolt, 2019Verhoef, P. C., & Bijmolt, T. H. (2019, setembro). Marketing perspectives on digital business models: A framework and overview of the special issue. International Journal of Research in Marketing, 36(3), 341-349. Recuperado de https://doi.org/10.1016/j.ijresmar.2019.08.001
https://doi.org/10.1016/j.ijresmar.2019....
). The use of digital technologies can transform the organization’s BM, which will enable sustainable growth for the future.

Technology can rethink a company’s products, its organizational structures or processes. In other words, DT concerns technological and digital changes, which can result in modifying a company’s BM (Hess, Matt, Benlian, & Wiesböck, 2016Hess, T., Matt, C., Benlian, A., & Wiesböck, F. (2016). Options for formulating a digital transformation strategy. MIS Quarterly Executive, 15(2),103-119.). It results in changed products, organizational structures, or process automation. From another perspective, the growth of digital products and services in the last two decades (big data, social media, mobile devices, telephony, and artificial intelligence) resulted in new markets and transformed BMs (Lucas & Goh, 2009Lucas, H. C. Jr., Goh, J. M. (2009, março). Disruptive technology: how Kodak missed the digital photography revolution. The Journal of Strategic Information Systems, 18(1), 46-55. Recuperado de https://doi.org/10.1016/j.jsis.2009.01.002
https://doi.org/10.1016/j.jsis.2009.01.0...
). We observe these changes through the increasing demand for internet-related media, which has led to modifications in all BMs (Hess et al., 2016Hess, T., Matt, C., Benlian, A., & Wiesböck, F. (2016). Options for formulating a digital transformation strategy. MIS Quarterly Executive, 15(2),103-119.).

Digital Transformation became vital, since it regards how a business can be sustainable in the digital age (Chanias et al., 2019Chanias, S., Myers, M. D., & Hess, T. (2019, março). Digital transformation strategy making in pre-digital organizations: the case of a financial services provider. The Journal of Strategic Information Systems, 28(1), 17-33. Recuperado de https://doi.org/10.1016/j.jsis.2018.11.003
https://doi.org/10.1016/j.jsis.2018.11.0...
). Despite the evolution of studies, it is still an emerging field, and more research is needed to consolidate definitions, since the literature on the subject is limited (Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
). There is a connection of the subject with BMI, because of the implementation of digital technologies (Chanias et al., 2019Chanias, S., Myers, M. D., & Hess, T. (2019, março). Digital transformation strategy making in pre-digital organizations: the case of a financial services provider. The Journal of Strategic Information Systems, 28(1), 17-33. Recuperado de https://doi.org/10.1016/j.jsis.2018.11.003
https://doi.org/10.1016/j.jsis.2018.11.0...
). DCs should be used as a theoretical basis to explore firms’ capabilities to foster the ongoing DT (Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
; Warner & Wäger, 2019Warner, K. S., & Wäger, M. (2019, junho). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. Recuperado de https://doi.org/10.1016/j.lrp.2018.12.001
https://doi.org/10.1016/j.lrp.2018.12.00...
).

Dynamic capabilities

An organization’s capability to renew its tangible and intangible assets is a relevant factor for competitiveness (Teece et al., 1997Teece, D. J., Pisano, G., & Shuen, A. (1997, agosto). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509-533. Recuperado de https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
https://doi.org/10.1002/(SICI)1097-0266(...
). A capability is a qualification or skill required for a certain activity (Day, 1994Day, G. S. (1994, outubro). The capabilities of market-driven organizations. Journal of marketing, 58(4), 37-52. Recuperado de https://doi.org/10.2307/1251915
https://doi.org/10.2307/1251915...
). Organizational capabilities are embedded in firms’ processes and systems, which allows them to repeat the activities over time (Ritter & Lettl, 2018Ritter, T., & Lettl, C. (2018, fevereiro). The wider implications of business-model research. Long Range Planning, 51(1), 1-8. Recuperado de https://doi.org/10.1016/j.lrp.2017.07.005
https://doi.org/10.1016/j.lrp.2017.07.00...
). Capabilities are organizational routines by which combinations of resources (inputs) are transformed into new resources (outputs); some elements of the processes and systems may be tacit, and difficult for competitors to copy.

However, these capacities are not static, as the resource-based view considers them (Priem & Butler, 2001Priem, R. L., & Butler, J. E. (2001, janeiro). Is the resource-based “view” a useful perspective for strategic management research? The Academy of Management Review, 26(1), 22-40. Recuperado de https://doi.org/10.2307/259392
https://doi.org/10.2307/259392...
). They are dynamic, due to the agility needed to renew competencies, in order to align with fast-changing markets. Hence, the concept of DC is the organization’s ability to integrate, build, and internally reconfigure external competencies, responding to the environment’s quick changes (Teece et al., 1997Teece, D. J., Pisano, G., & Shuen, A. (1997, agosto). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509-533. Recuperado de https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
https://doi.org/10.1002/(SICI)1097-0266(...
).

Zollo and Winter (2002Zollo, M., & Winter, S. G. (2002). Deliberate learning and the evolution of dynamic capabilities. Organization Science, 13(3), 223-353. Recuperado de https://doi.org/10.1287/orsc.13.3.339.2780
https://doi.org/10.1287/orsc.13.3.339.27...
) define DCs as a learning, and a stable pattern of collective activities by which the firm reorganizes its routines to achieve high effectiveness. DCs are a firm’s potential to solve problems systematically, through its capacity to perceive opportunities and threats, to make correct market-oriented decisions, and to change its resource base (Barreto, 2010Barreto, I. (2010, janeiro). Dynamic capabilities: a review of past research and an agenda for the future. Journal of Management, 36(1), 256-280. Recuperado de https://doi.org/10.1177/0149206309350776
https://doi.org/10.1177/0149206309350776...
). DCs support the rearrangement of the firm’s resources and routines established by decision makers (Zahra, Sapienza, & Davidsson, 2006Zahra, S. A., Sapienza, H. J., & Davidsson, P. (2006, junho). Entrepreneurship and dynamic capabilities: a review, model and research agenda. Journal of Management Studies, 43(4), 917-955. Recuperado de https://doi.org/10.1111/j.1467-6486.2006.00616.x
https://doi.org/10.1111/j.1467-6486.2006...
).

The central goal of DCs is not short-term efficiency, but sustainability over time, through an evolutionary fit (Teece, 2018Teece, D. J. (2018, fevereiro). Business models and dynamic capabilities. Long Range Planning, 51(1), 40-49. Recuperado de https://doi.org/10.1016/j.lrp.2017.06.007
https://doi.org/10.1016/j.lrp.2017.06.00...
). In other words, it is the efficiency of the organization in a dynamic and evolutionary way, which ensures perpetuity and long-term sustainability.

However, there is a shortage of academic papers on how organizations build DCs for DT (Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
; Warner & Wäger, 2019Warner, K. S., & Wäger, M. (2019, junho). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. Recuperado de https://doi.org/10.1016/j.lrp.2018.12.001
https://doi.org/10.1016/j.lrp.2018.12.00...
). Therefore, organizations should seek paths to create the necessary DCs, by understanding how they originated in the past and by an appropriate decision-making in the present, to foster positive outcomes in the future (Suddaby, Coraiola, Harvey, & Foster, 2020Suddaby, R., Coraiola, D., Harvey, C., & Foster, W. (2020, março). History and the micro-foundations of dynamic capabilities. Strategic Management Journal, 41(3), 530-556. Recuperado de https://doi.org/10.1002/smj.3058
https://doi.org/10.1002/smj.3058...
).

Among the existing forms of DCs, knowledge-based dynamic capabilities [KBDCs] are a specific type, defined as the ability to acquire, create, and combine knowledge resources to detect, exploit, and cope with the environment dynamics to generate innovation (Zheng et al., 2011Zheng, S., Zhang, W., & Du, J. (2011). Knowledge- based dynamics capabilities and innovation in networked environments. Journal of Knowledge Management, 15(6), 1035-1051. Recuperado de https://doi.org/10.1108/13673271111179352
https://doi.org/10.1108/1367327111117935...
). Many theoretical streams have emphasized the importance of knowledge and its practices as essential elements for an organization’s survival, and an explanation for distinct business performances (Barton, 1995Barton, D. L. (1995). Wellsprings of knowledge: building and sustaining the sources of innovation. Boston, MA: Harvard Business School.; Beuter et al., 2019Beuter, N. Jr., Faccin, K., Martins, B. V., & Balestrin, A. (2019). Knowledge-based dynamic capabilities for sustainable innovation: the case of the green plastic project. Sustainability, 11(8), 2392. Recuperado de https://doi.org/10.3390/su11082392
https://doi.org/10.3390/su11082392...
; Grant, 1996Grant, R. M. (1996). Toward a knowledge-based theory of the firm. Strategic Management Journal, 17(S2), 109-122. Recuperado de https://doi.org/10.1002/smj.4250171110
https://doi.org/10.1002/smj.4250171110...
).

Knowledge management was considered one of the main sources of organizations’ competitive advantage, both at the individual and interorganizational levels (Nonaka, Toyama, & Hirata, 2011Nonaka, I., Toyama, R., & Hirata, T. (2011). Managing flow: teoria e casos de empresas baseadas no conhecimento. Porto Alegre, RS: Brookman.; Nonaka et al., 2014Nonaka, I., Toyama, R., & Hirata, T. (2011). Managing flow: teoria e casos de empresas baseadas no conhecimento. Porto Alegre, RS: Brookman.). Despite its importance, there is a small number of empirical articles published on KBDCs (Beuter et al., 2019Beuter, N. Jr., Faccin, K., Martins, B. V., & Balestrin, A. (2019). Knowledge-based dynamic capabilities for sustainable innovation: the case of the green plastic project. Sustainability, 11(8), 2392. Recuperado de https://doi.org/10.3390/su11082392
https://doi.org/10.3390/su11082392...
).

Hence, knowledge is the key to innovation in the contemporary world, and a vital asset to achieve competitive advantage (Canonico et al., 2020Canonico, P., Nito, E., Esposito, V., Iacono, M. P., & Consiglio, S. (2020, maio). Knowledge creation in the automotive industry: analysing obeya-oriented practices using the Seci model. Journal of Business Research, 112, 450-457. Recuperado de https://doi.org/10.1016/j.jbusres.2019.11.047
https://doi.org/10.1016/j.jbusres.2019.1...
). It emerges from experience, which is a subjective process of perception, and from interpreting the environment (Nonaka & Takeuchi, 1995Nonaka, I., & Takeuchi, H. (1995). The knowledge-creating company: how Japanese companies create the dynamics of innovation. Oxford, UK: Oxford University Press .). There are two types of knowledge mentioned in the literature: tacit and explicit. The first relates to ontology, and is the knowledge that the individual acquires throughout his/her life, through experience, while the second relates to epistemology - formal, clear, regulated, and easy to communicate (Nonaka & Von Krogh, 2009Nonaka, I., Toyama, R., & Konno, N. (2000, fevereiro). Seci, Ba and leadership: a unified model of dynamic knowledge creation. Long Range planning, 33(1), 5-34. Recuperado de https://doi.org/10.1016/S0024-6301(99)00115-6
https://doi.org/10.1016/S0024-6301(99)00...
). The key of the modern theory of knowledge creation is in the process of conversion from tacit to explicit, through the Seci model: socialization, externalization, combination, and internalization (Nonaka, Toyama, & Konno, 2000Nonaka, I., Toyama, R., & Konno, N. (2000, fevereiro). Seci, Ba and leadership: a unified model of dynamic knowledge creation. Long Range planning, 33(1), 5-34. Recuperado de https://doi.org/10.1016/S0024-6301(99)00115-6
https://doi.org/10.1016/S0024-6301(99)00...
).

Hence, the process of organizational knowledge creation is a company’s ability to create new knowledge, disseminate it throughout the organization, and incorporate it into services, products, and systems (Nonaka & Takeuchi, 1995Nonaka, I., & Takeuchi, H. (1995). The knowledge-creating company: how Japanese companies create the dynamics of innovation. Oxford, UK: Oxford University Press .). Not just within the organization, but including the environment as a knowledge ecosystem, which brings the concept of creation in an interorganizational way (Nonaka et al., 2011Nonaka, I., Toyama, R., & Hirata, T. (2011). Managing flow: teoria e casos de empresas baseadas no conhecimento. Porto Alegre, RS: Brookman.).

In addition to DT, the current scenario of the Covid-19 pandemic emphasized the importance of open and collaborative actions for public and private organizations, while innovation will have an important role in recovering from its consequences (Chesbrough, 2020Chesbrough, H., & Rosenbloom, R. S. (2020, junho). The role of the business model in capturing value from innovation: evidence from Xerox Corporation’s technology spin-off companies. Industrial and Corporate Change, 11(3), 529-555. Recuperado de https://doi.org/10.1093/icc/11.3.529
https://doi.org/10.1093/icc/11.3.529...
). Thus, we notice the relevance of knowledge building for the present context, and this paper seeks to help understanding the field, since company’s innovation is a knowledge-intensive activity (Nonaka & Takeuchi, 1995Nonaka, I., & Takeuchi, H. (1995). The knowledge-creating company: how Japanese companies create the dynamics of innovation. Oxford, UK: Oxford University Press .).

PROPOSITION DEVELOPMENT

Innovation is among the main drivers of sustainable development and a source of competitive advantage for organizations in the current context of globalization and market competition. The central purpose of an innovation is to create value for the customer and competitive advantage for companies. Some innovations can change existing BMs or create new ones in a disruptive way, changing the rules of the game.

The literature shows a rise of digital products and services over the past two decades, changing BMs and creating new markets (Lucas & Goh, 2009Lucas, H. C. Jr., Goh, J. M. (2009, março). Disruptive technology: how Kodak missed the digital photography revolution. The Journal of Strategic Information Systems, 18(1), 46-55. Recuperado de https://doi.org/10.1016/j.jsis.2009.01.002
https://doi.org/10.1016/j.jsis.2009.01.0...
). Organizations in all segments are adopting a range of initiatives to increase benefits in their BMs, with the emergence of digital technologies (Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
). The DCs that organizations possess for renewing and creating value are of paramount importance, especially regarding learning and knowledge, to facilitate the process. However, studies that address KBDCs for sustainable development are still scarce (Tran, Zahra, & Hughes, 2019Tran, Y., Zahra, S., & Hughes, M. (2019, novembro). A process model of the maturation of a new dynamic capability. Industrial Marketing Management, 83, 115-127. Recuperado de https://doi.org/10.1016/j.indmarman.2018.11.009
https://doi.org/10.1016/j.indmarman.2018...
).

Short-term financial results create tensions and conflicts of interests with future sustainability (Bansal & Desjardine, 2014Bansal, P., & DesJardine, M. R. (2014). Business sustainability: it is about time. Strategic Organization, 12(1), 70-78. Recuperado de https://doi.org/10.1177/1476127013520265
https://doi.org/10.1177/1476127013520265...
). Organizations often adopt immediate behaviors with short-term focus and actions, considered harmful over time and known as ‘short-termism’ (Laverty, 1996Laverty, K. J. (1996, julho). Economic “short-termism”: the debate, the unresolved issues, and the implications for management practice and research. Academy of Management Review, 21(3), 825-860. Recuperado de https://doi.org/10.2307/259003
https://doi.org/10.2307/259003...
; Marginson & Mcaulay, 2008Marginson, D., & McAulay, L. (2008, março). Exploring the debate on short-termism: a theoretical and empirical analysis. Strategic Management Journal, 29(3), 273-292. Recuperado de https://doi.org/10.1002/smj.657
https://doi.org/10.1002/smj.657...
). This expectation of immediate profits by organizations can compromise future sustainability of BMs over time, especially in the current scenario of emerging technologies, which result in propositions of higher value and lower cost for customers. Is it possible for traditional companies, created before the Internet age, to waive exorbitant profit margins or strategies oriented to shareholders in order to deliver value to customers differently? Such strategic models focused on short-term results may compromise the sustainability of organizations in the long term. Therefore, we make the following proposition: KBDCs are necessary for a sustainable organizational development, and the emergence of immediate profits can affect company’s business model in the future (P1).

In addition to new services, products, and digital channels, distinct forms of value creation, enabled by digital technologies, will require changes in organizations’ purpose and identity (Wessel, Baiyere, Ologeanu-Taddei, Cha, & Blegind-Jensen, 2021Wessel, L., Baiyere, A., Ologeanu-Taddei, R., Cha, J., & Blegind-Jensen, T. (2021). Unpacking the difference between digital transformation and IT: enabled organizational transformation. Journal of the Association for Information Systems, 22(1), 102-129. Recuperado de https://doi.org/10.17705/1jais.00655
https://doi.org/10.17705/1jais.00655...
). It requires deep cultural changes to transform structures, functions, skills, use of technologies, and the value added to customers, redefining the organization’s value (Nadkarni & Prügl, 2021Nadkarni, S., & Prügl, R. (2021). Digital transformation: a review, synthesis and opportunities for future research. Management Review Quarterly, 71(2), 233-341. Recuperado de https://doi.org/10.1007/s11301-020-00185-7
https://doi.org/10.1007/s11301-020-00185...
; Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
; Wessel et al., 2021Wessel, L., Baiyere, A., Ologeanu-Taddei, R., Cha, J., & Blegind-Jensen, T. (2021). Unpacking the difference between digital transformation and IT: enabled organizational transformation. Journal of the Association for Information Systems, 22(1), 102-129. Recuperado de https://doi.org/10.17705/1jais.00655
https://doi.org/10.17705/1jais.00655...
). Rethinking the workplace, understanding digital skills, developing a digital mindset, and building organizational agility are essential capabilities of DT (Warner & Wäger, 2019Warner, K. S., & Wäger, M. (2019, junho). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. Recuperado de https://doi.org/10.1016/j.lrp.2018.12.001
https://doi.org/10.1016/j.lrp.2018.12.00...
). Organizations must identify the digital workforce, recruit external digital talents, and take advantage of the company’s internal digital knowledge; it must readapt to a new digital strategy (Gurbaxani & Dunkle, 2019Gurbaxani, V., & Dunkle, D. (2019, setembro). Gearing up for successful digital transformation. MIS Quarterly Executive, 18(3), 209-220. Recuperado de https://doi.org/10.17705/2msqe.00017
https://doi.org/10.17705/2msqe.00017...
; Li, Su, Zhang, & Mao, 2018Li, L., Su, F., Zhang, W., & Mao, J. Y. (2018, novembro). Digital transformation by SME entrepreneurs: a capability perspective. Information Systems Journal, 28(6), 1129-1157. Recuperado de https://doi.org/10.1111/isj.12153
https://doi.org/10.1111/isj.12153...
). However, we wonder: is digital capacity a dynamic capability or just a new capability that organizations need to develop in the 4.0 scenario? Does digital capacity renew other organizational capacities?

The literature merges the concepts of digital capabilities, defining them as DT: to leverage the possibilities that digital technologies provide and respond to digital interrupts, organizations have enhanced their digital capacities and resources by naming them DT (Sebastian et al., 2017Sebastian, I. M., Ross, J. W., Beath, C., Mocker, M., Moloney, K. G., & Fonstad, N. O. (2020). How big old companies navigate digital transformation. London, UK: Routledge.; Svahn, Mathiassen, Lindgren, & Kane, 2017Svahn, F., Mathiassen, L., Lindgren, R., & Kane, G. C. (2017). Mastering the digital innovation challenge. MIT Sloan Management Review, 58(3), 14.).

DT is organizations’ ability to incorporate digital technologies into their routine, leading to a change in the way they create value for their customers, supported by rethinking their whole structure and processes, reshaping their BM (Albino & Souza, 2019Albino, R. D., & Souza, C. A. (2019). Transformação digital e o papel da tecnologia da informação. In Anais do Congresso Transformação Digital 2019, São Paulo, SP.). Several definitions describe DT as a reinvention of the company’s strategy, recognizing technology as a powerful capacity for adding value to business (Albino & Souza, 2019Albino, R. D., & Souza, C. A. (2019). Transformação digital e o papel da tecnologia da informação. In Anais do Congresso Transformação Digital 2019, São Paulo, SP.; Warner & Wäger, 2019Warner, K. S., & Wäger, M. (2019, junho). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. Recuperado de https://doi.org/10.1016/j.lrp.2018.12.001
https://doi.org/10.1016/j.lrp.2018.12.00...
). It requires organizing digital, technological, and business strategies to enable an effective change in the BM, a flexible technology infrastructure, as well as the strategic use of new digital and data technologies (Haffke, Kalgovas, & Benlian, 2017Haffke, I., Kalgovas, B., & Benlian, A. (2017). Options for Transforming the IT Function Using Bimodal IT. MIS quarterly Executive, 16(2), 101-120.). In addition, it encourages the use of technology to create new streams of revenue, increase business performance, and enhance customer experience (Albino & Souza, 2019Albino, R. D., & Souza, C. A. (2019). Transformação digital e o papel da tecnologia da informação. In Anais do Congresso Transformação Digital 2019, São Paulo, SP.; Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
). It is a change that goes beyond process digitalization and requires deep changes in organizational structures and business processes, as well as the advanced use of technologies and improvement in value creation, to adjust or create entirely new BMs (Albino & Souza, 2019Albino, R. D., & Souza, C. A. (2019). Transformação digital e o papel da tecnologia da informação. In Anais do Congresso Transformação Digital 2019, São Paulo, SP.; Chanias et al., 2019Chanias, S., Myers, M. D., & Hess, T. (2019, março). Digital transformation strategy making in pre-digital organizations: the case of a financial services provider. The Journal of Strategic Information Systems, 28(1), 17-33. Recuperado de https://doi.org/10.1016/j.jsis.2018.11.003
https://doi.org/10.1016/j.jsis.2018.11.0...
; Haffke et al., 2017; Hess et al., 2016Hess, T., Matt, C., Benlian, A., & Wiesböck, F. (2016). Options for formulating a digital transformation strategy. MIS Quarterly Executive, 15(2),103-119.).

Thus, digital skills, talent management, and collaboration are the foundations of new organizational arrangements (Gurbaxani & Dunkle, 2019Gurbaxani, V., & Dunkle, D. (2019, setembro). Gearing up for successful digital transformation. MIS Quarterly Executive, 18(3), 209-220. Recuperado de https://doi.org/10.17705/2msqe.00017
https://doi.org/10.17705/2msqe.00017...
). Research on DCs represents a research path in management, particularly in DT’s dynamic capabilities (Vial, 2019Vial, G. (2019, junho). Understanding digital transformation: a review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118-144. Recuperado de https://doi.org/10.1016/j.jsis.2019.01.003
https://doi.org/10.1016/j.jsis.2019.01.0...
). Strategy and intelligent use of digital technologies are crucial elements required by DT skills (Albino & Souza, 2019Albino, R. D., & Souza, C. A. (2019). Transformação digital e o papel da tecnologia da informação. In Anais do Congresso Transformação Digital 2019, São Paulo, SP.). Understanding digital skills, developing a digital mindset, fostering expertise, supporting knowledge for DT and managing technical talent for innovation, as well as taking a calculated risk for leaning and building organizational agility, are internal capabilities required for a successful DT (Albino & Souza, 2019Albino, R. D., & Souza, C. A. (2019). Transformação digital e o papel da tecnologia da informação. In Anais do Congresso Transformação Digital 2019, São Paulo, SP.; Warner & Wäger, 2019Warner, K. S., & Wäger, M. (2019, junho). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. Recuperado de https://doi.org/10.1016/j.lrp.2018.12.001
https://doi.org/10.1016/j.lrp.2018.12.00...
). In addition, a successful DT demands a wide range of partnerships, creating an intelligent ecosystem for developing better solutions (Albino & Souza, 2019; Svadberg, Holand, & Breunig, 2019Svadberg, S., Holand, A., & Breunig, K. J. (2019, outubro). Beyond the Hype: a bibliometric analysis deconstructing research on digitalization. Technology Innovation Management Review, 9(10), 38-550. Recuperado de https://doi.org/10.22215/timreview/1274
https://doi.org/10.22215/timreview/1274...
).

TD fosters organizations to develop DCs, which allow them to identify and address opportunities, changing the organization, reconfiguring resources and building digital capabilities, therefore returning to industry changes, triggering strategic renewals that influence BMs and companies’ culture (Albino & Souza, 2019Albino, R. D., & Souza, C. A. (2019). Transformação digital e o papel da tecnologia da informação. In Anais do Congresso Transformação Digital 2019, São Paulo, SP.; Warner & Wäger, 2019Warner, K. S., & Wäger, M. (2019, junho). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. Recuperado de https://doi.org/10.1016/j.lrp.2018.12.001
https://doi.org/10.1016/j.lrp.2018.12.00...
). Organizations also depend on changing BMs to enhance performance, improve customer experience, create new businesses, and achieve operational excellence (Singh & Hess, 2017Singh, A., & Hess, T. (2017). How chief digital officers promote the digital transformation of their companies. MIS Quarterly Executive, 16(1), 1-17.; Warner & Wäger, 2019Warner, K. S., & Wäger, M. (2019, junho). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. Recuperado de https://doi.org/10.1016/j.lrp.2018.12.001
https://doi.org/10.1016/j.lrp.2018.12.00...
). DT provides ways to enhance products and services, which means producing a remarkable portfolio of experiences to customers, as well as new ways to achieve improvements in company’s performance (Singh & Hess, 2017Singh, A., & Hess, T. (2017). How chief digital officers promote the digital transformation of their companies. MIS Quarterly Executive, 16(1), 1-17.; Verhoef & Bijmolt, 2019Verhoef, P. C., & Bijmolt, T. H. (2019, setembro). Marketing perspectives on digital business models: A framework and overview of the special issue. International Journal of Research in Marketing, 36(3), 341-349. Recuperado de https://doi.org/10.1016/j.ijresmar.2019.08.001
https://doi.org/10.1016/j.ijresmar.2019....
).

As already mentioned, knowledge is the key to innovation in contemporary world and a vital asset to attain competitive advantage. Building and using dynamic resources are important theoretical lenses to allow companies to cope with technological transformation and preserve strategic flexibility, in order to sustain competitiveness (Albino & Souza, 2019Albino, R. D., & Souza, C. A. (2019). Transformação digital e o papel da tecnologia da informação. In Anais do Congresso Transformação Digital 2019, São Paulo, SP.; Teece, 2014Teece, D. J. (2010). Business models, business strategy and innovation. Long Range Planning, 43(2-3), 172-194. Recuperado de https://doi.org/10.1016/j.lrp.2009.07.003
https://doi.org/10.1016/j.lrp.2009.07.00...
). A radical technological disruption creates capability gaps for established firms and introduces new technical knowledge, new ways of doing activities, and new forms of value creation (Albino & Souza, 2019Albino, R. D., & Souza, C. A. (2019). Transformação digital e o papel da tecnologia da informação. In Anais do Congresso Transformação Digital 2019, São Paulo, SP.; Warner & Wäger, 2019Warner, K. S., & Wäger, M. (2019, junho). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. Recuperado de https://doi.org/10.1016/j.lrp.2018.12.001
https://doi.org/10.1016/j.lrp.2018.12.00...
). Therefore, we present Proposition 2 that refers to KBDCs and digital dynamic capability, based on the reflections raised so far from literature review: knowledge-based dynamic capabilities help digital dynamic capability, which, in turn, can assist KBDCs (P2).

Figure 2
Regarding proposition 2

Thus, figure 2 presents the idea that KBDCs affect an organization’s digital dynamic capability, just as the latter affects the former. Both change or affect the firm’s BM.

FINAL REMARKS

This paper is a theoretical essay that sought to explore the theories related to BMs and KBDCs in the 4.0 scenario. We present two final propositions for use in future studies.

There are different definitions of BMs in the literature, but they all share the idea on how the organization can add value to customers and achieve better results. The scenario and emerging technologies are drivers for the creation of new BMs. Anticipating, accompanying, or even creating new BMs is a condition for delivering value and reaching the desired result. Companies should do that, before or as soon as the competition. As an example, we mention digital music in the beginning of the Internet, which replaced conventional CDs, driven by emerging technologies and DT. In addition, many industries are affected by the current scenario, such as film and television, as well as finance, through the creation of fintechs and bitcoins, challenging traditional banks with blockchain technologies. The same happens with the educational industry, proposing massive open online courses such as Coursera and edX. Companies like Uber, Spotify, Netflix, YouTube, Google, Facebook, and others have created a disruption by adopting digital technologies to create new customer experiences.

DT can threaten traditional models, by proposing ways for organizations to rebuild themselves. When the innovation is disruptive, the challenge is even greater, especially when there is an organizational culture with beliefs that limit change and innovation. DT requires new strategies and new ways of thinking, and organizational cultures embedded in the company’s DNA may compromise a holistic view on potential needs for change.

One of the theories that best explains BM is DCs, which are an evolutionary process of value creation to keep competitiveness, as explained before. We addressed KBDCs and the concepts of DT and BMI. One of the propositions presented, based on theory, is that digital capability is a dynamic capability because it affects the firm’s knowledge capability, just as knowledge-based DCs can stimulate digital capacity, changing the entire BM of the industry, incrementally or radically. Furthermore, organizations should develop such DCs within them, as competitive differentials for firms’ sustainability.

Also regarding the sustainability of existing and future organizations’ BMs, we propose that KBDCs are necessary for the development of a sustainable organization, and that the emergence of immediate profits can affect companies’ future BMs, especially of those created before the internet. Thus, resistance to change, shortsighted culture or strategies, aimed at achieving profits to meet the stock market, may act against the continuity of the BM over time.

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  • [Translated version] Note: All quotes in English translated by this article’s translator.

Publication Dates

  • Publication in this collection
    13 Mar 2023
  • Date of issue
    Jan-Feb 2023

History

  • Received
    28 Apr 2022
  • Accepted
    31 May 2022
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