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PLANNING TECHNOLOGICAL BUSINESSES: A STUDY OF MARKET POSITIONING AND THE VALUE CHAIN

PLANEJANDO NEGÓCIOS TECNOLÓGICOS: UM ESTUDO SOBRE POSICIONAMENTO MERCADOLÓGICO E CADEIA DE VALOR

PLANEANDO NEGOCIOS TECNOLÓGICOS: UM STUDIO SOBRE POSICIONAMIENTO MERCADOLÓGICO Y CADENA DE VALOR

ABSTRACT

Purpose:

To evaluate the applicability, contributions, and adaptations required for a decision support model in the context of a business model's definition. The business model refers to 10 technological projects.

Originality/gap/relevance/implications:

The paper attempts to empirically validate the model proposed by Reis, Ladeira, and Fernandes (2015). In this regard, the paper facilitates the interpretation and application of concepts relevant to the business model's definition, thereby contributing to an estimation between theory and entrepreneurial practice.

Key methodological aspects:

The research is qualitative and adopts an action research methodology regarding 10 participating projects of the Incentive Program for Innovation held in the Universidade Federal de Ouro Preto, Minas Gerais. We conducted interviews with 38 professionals in order to understand the model's applicability in different contexts and to assess convergences and differences between each analyzed case.

Summary of key results:

The model's application proved to be relevant mainly for the early stages of business planning. The inclusion of the minimum viable product in the model helped with resource design and the development of a product with similar characteristics to market needs. It was suggested that the criteria used to assist the decision-making process were evaluated and selected by the team in accordance with the intended business strategy.

Key considerations/conclusions:

It is suggested that future research evaluates the inclusion of i) risk analysis and a contingency plan for the proposed business model and ii) the valuation of technology as an important step for projects that include the transfer of technology to established companies.

KEYWORDS
Market positioning; Value chain; Business model; Minimum viable product; Technology-based enterprise

RESUMO

Objetivo:

Avaliar a aplicabilidade, contribuições e adequações necessárias ao modelo de auxílio à tomada de decisão quanto à definição do modelo de negócio no contexto de dez projetos tecnológicos oriundos do ambiente acadêmico.

Originalidade/lacuna/relevância/implicações:

Ao buscar a validação empírica do modelo proposto por Reis, Ladeira e Fernandes (2015), o artigo facilita a interpretação e aplicação de conceitos relevantes à definição de modelo de negócio, contribuindo para a aproximação entre a universidade (teoria) e mercado (prática empreendedora).

Principais aspectos metodológicos:

A pesquisa é qualitativa e a estratégia metodológica adotada foi a pesquisa-ação em 10 projetos participantes do Programa de Incentivo à Inovação realizado na Universidade Federal de Ouro Preto, Minas Gerais. Foram realizadas entrevistas com 38 profissionais. Elas foram gravadas, transcritas e validadas de forma a entender a aplicabilidade do modelo nos diferentes contextos para avaliar convergências e ou divergências existentes.

Síntese dos principais resultados:

A aplicação do modelo demonstrou-se relevante, principalmente para as fases iniciais do planejamento do negócio. A inclusão do Mínimo Produto Viável no modelo auxilia no dimensionamento dos recursos e na elaboração de um produto com características semelhantes às necessidades mercadológicas. Sugeriu-se que os critérios levantados para auxiliar o processo decisório fossem avaliados e selecionados pela equipe de acordo com a estratégia pretendida para o negócio.

Principais considerações/conclusões:

Como trabalhos futuros, sugere-se avaliar a inserção de novos passos: i) análise dos riscos e plano de contingências para o modelo de negócio proposto; ii) valoração da tecnologia como um passo importante para projetos com interesses em realizar transferência de tecnologia para empresas estabelecidas.

PALAVRAS-CHAVE
Posicionamento mercadológico; Cadeia de valor; Modelo de negócios; Mínimo produto viável; Empresa de Base Tecnológica

RESUMEN

Objetivo:

Evaluar la aplicabilidad y, las contribuciones y adecuaciones necesarias del modelo de apoyo para la toma de decisiones relativas a la definición del modelo de negocio en el contexto de diez proyectos tecnológicos en el ámbito académico.

Originalidad/laguna/relevancia/implicaciones:

En la búsqueda de la validación empírica del modelo propuesto por Reis, Ladeira y Fernandes (2015), el artículo facilita la interpretación y aplicación de los conceptos relevantes para la definición del modelo de negocio, lo que contribuye al acercamiento entre la universidad (teoría) y el mercado (la práctica empresarial).

Principales aspectos metodológicos:

La investigación es cualitativa y la estrategia metodológica adoptada fue la investigación de acción en 10 proyectos participantes en el Programa de Incentivo a la Innovación realizada en la Universidade Federal de Ouro Preto, Minas Gerais. Se realizaron entrevistas con 38 profesionales, que fueron grabadas, transcritas y validadas con el fin de entender la aplicabilidad del modelo en diferentes contextos para evaluar las convergencias y/o diferencias.

Síntesis de los principales resultados:

La aplicación del modelo ha demostrado ser relevante principalmente para las primeras etapas de planificación de negocios. La inclusión del "producto viable mínimo" en el modelo ayuda en el dimensionamiento de los recursos y en el desarrollo de un producto con características similares a las necesidades del mercado. Se sugirió que los criterios planteados para ayudar al proceso de toma de decisiones fueran evaluados y seleccionados por el equipo de acuerdo con la estrategia prevista para el negocio.

Principales consideraciones/conclusiones:

Como trabajo futuro, se sugiere evaluar la inclusión de nuevas etapas: i) análisis de riesgos y plan de contingencia para el modelo de negocio propuesto; ii) valoración de la tecnología como un paso importante para proyectos con intereses en la realización de la transferencia de tecnología a las empresas establecidas.

PALABRAS CLAVE
Posicionamiento mercadológico; Cadena de valor; Modelo de negocios; Producto viable mínimo; Empresa de base tecnológica

1. INTRODUCTION

Defining a business model (BM) that adapts to the commercial needs of technological projects, and that evaluates the different possibilities of market positioning, can be of great importance for the success of a product or service that is being developed. For Chesbrough and Rosenbloom (2002)Chesbrough, H., & Rosenbloom, R. S. (2002). 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. DOI: https://doi.org/10.1093/icc/11.3.529
https://doi.org/10.1093/icc/11.3.529...
, a BM focuses on the analysis of how the articulation occurs between a product's value proposition, the need to identify the corresponding market segment, the value chain structuring, decisions about costs, and projections of contribution margins and profit. Teece (2010)Teece, D. J. (2010). Business models, business strategy and innovation. Long range planning, 43(2), 172-194. DOI: http://dx.doi.org/10.1016/j.lrp.2009.07.003.
http://dx.doi.org/10.1016/j.lrp.2009.07....
stated that the essence of a BM is how a company adds value to customers, attracts customers who are willing to pay for that value, and converts payments into profits. Companies reconfigure their BMs to create new values for stakeholders (Deslee & Ammar, 2016Deslee, C., & Ammar, O. (2016). Transforming SNCF's business model through the evolution of participative innovation routine. European Business Review, 28(4), 467-485. DOI: http://dx.doi.org/10.1108/EBR-03-2015-0024
http://dx.doi.org/10.1108/EBR-03-2015-00...
; Sosna, Trevinyo-Rodriguez, & Velamuri, 2010Sosna, M., Trevinyo-Rodriguez, N. R., & Velamuri, S. R. (2010). Business model innovation through trial-and-error learning: The Naturhouse case, Long Range Planning, 43, 383-407. DOI: http://dx.doi.org/10.1016/j.lrp.2010.02.003
http://dx.doi.org/10.1016/j.lrp.2010.02....
).

Despite the recognition of BM evolution, Sosna et al. (2010)Sosna, M., Trevinyo-Rodriguez, N. R., & Velamuri, S. R. (2010). Business model innovation through trial-and-error learning: The Naturhouse case, Long Range Planning, 43, 383-407. DOI: http://dx.doi.org/10.1016/j.lrp.2010.02.003
http://dx.doi.org/10.1016/j.lrp.2010.02....
observe that the concept lacks theoretical foundations in the literature, as well as practical and managerial orientation. According to Reis, Ladeira, and Fernandes (2015)Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile., the BM choice of a given company is guided by the evaluation of market positioning and the definition of value chain structure, driven by the decision to make-or-buy as two simultaneous and integrated decisions.

As part of a BM definition, it is important to analyze the market players, customer segment, the problem to be solved, the geographic area of business performance, product/service characteristics, marketing and distribution channels, the mapping of production process activities, and decisions regarding the structure of the value chain to be followed by the project.

The decision-making process for the definition of a BM during the emergence of a technology-based enterprise (TBE) of academic origin, proposed by Reis, Ladeira, and Fernandes, (2015)Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile. was constructed from two research perspectives: 1. First, the authors structured the decision-making process for the market positioning definition and for the value chain structure directed by the decision to outsource or internalize a particular activity. With regard to this, the authors suggested the mapping, identification, and refinement of decision-making criteria based on four technological projects developed in the academic environment of the Federal University of Minas Gerais (UFMG), culminating in a "six-step process" (during the research, we will adopt this nomenclature to refer to the study of Reis, Ladeira, and Fernandes (2015)Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile.; 2. Next, the authors validated the decision-making criteria related to the prioritization of market positioning (step 3) and the decision to outsource and internalize (step 6) in a sample of 17 technological projects linked to the UFMG incubator. For this validation, they resorted to a survey with a 27% rate of return. It is observed that the proposed model was not validated empirically by involving the full implementation of the six-step process. In theory, this lack of validation may represent a theoretical gap in the literature.

Thus, the present study intends, through the action research (AR) methodological strategy, to evaluate the full application of the model of the aforementioned decision-making process. It is understood that the model's implementation in the full version, and in other contexts of technological projects, can enable the identification of convergences, similarities, and/or existing divergences. It is believed that from this, it is possible to identify interesting alternatives for proposing improvements, or even eliminating conflicting points of order, for certain project contexts.

This study was conducted using 10 technology-based projects of the Federal University of Ouro Preto, Minas Gerais (UFOP/MG), in the context of the Innovation Incentive Program (IIP). The main objective of the study was to evaluate the applicability and contributions of the six-step process for the different contexts of these projects and identifying the necessary adaptations in view of the particularities presented. It is hoped that the findings can assist researchers in the process of technological business planning while they seek more effective methods that can respond to the problem of how to improve the incorporation of value in their innovative products and services.

The paper is arranged in five sections, including the present introduction: a literature review; the description of the methodological research strategy as the lens to guide the study; the presentation, characterization, and analysis of the technological projects; and, finally, the considerations that are relevant to the contributions, limitations, and propositions for future research.

2. LITERATURE REVIEW

TBEs refer to companies with high levels of technological training (Toledo, Silva, Mendes, & Jugend, 2008Toledo, J. C. De, Silva, S. L. Da, Mendes, G. H. S., & Jugend, D. (2008). Fatores críticos de sucesso no gerenciamento de projetos de desenvolvimento de produto em empresas de base tecnológica de pequeno e médio porte. Gestão & Produção, 15(1), 117-134.). Such training is based on the application of scientific or technological knowledge, employing advanced or pioneering techniques in developing products and services (Meirelles, Pimenta, & Rebelatto, 2008Meirelles, J. L. F., Pimenta Júnior, T., & Rebelatto, D. A. D. N. (2008). Venture capital e private equity no Brasil: alternativa de financiamento para empresas de base tecnológica. Gestão e Produção, 15(1), 11-21. DOI:10.1590/S0104-530X2008000100003.
https://doi.org/10.1590/S0104-530X200800...
). In this context, a BM emerges as an important level of analysis for the emergence of TBEs (Mustar et al., 2006Mustar, P., Renault, M., Colombo, M. G., Piva, E., Fontes, M., Lockett, A., Wright, M., Clarysse, B., & Moray, N. (2006). Conceptualising the heterogeneity of research-based spin-offs: a multi dimensional taxonomy. Research Policy, 35, 289-308. DOI: http://dx.doi.org/10.1016/j.respol.2005.11.001
http://dx.doi.org/10.1016/j.respol.2005....
), focusing on the development of strategies for nascent and innovative enterprises (Reis, Ladeira, & Fernandes, 2015Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile.).

According to Osterwalder, Pigneur, and Tucci (2005)Osterwalder, A., Pigneur, Y., & Tucci, C. L. (2005). Clarifying business models: Origins, present, and future of the concept. Communications of the association for Information Systems, 16(1), 1.:

"A business model is a conceptual tool that contains elements of relationships and allows the expression of the business logic of a specific firm. It is the description of value that the company offers for one or more customer segments, firm architecture, the network of partnerships for the creation, marketing and delivery of value and capital for relationships to generate sustainable profits" (Osterwalder, Pigneur, & Tucci, 2005Osterwalder, A., Pigneur, Y., & Tucci, C. L. (2005). Clarifying business models: Origins, present, and future of the concept. Communications of the association for Information Systems, 16(1), 1., p. 17-18).

Among some objectives, one can conclude that a BM is concerned with how to transform commercial technologies and the knowledge of universities, combining information regarding "what," "who," "when," "where," "how," and "how much" in the context of an organization delivering products and services to customers (Sinfield, Calder, McConnell, & Colson, 2012Sinfield, J. V., Calder, E., McConnell, B., & Colson, S. (2012). How to identify new business models. MITSloan Management Review, 53(2), 85-91.). Spieth, Schneckenberg, and Mätzler (2016)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. DOI: 10.1111/radm.12218.
https://doi.org/10.1111/radm.12218...
further explored this link between a BM and a company's innovation strategy. For the authors, a BM defines the guidelines for a company's strategic behavior. In addition, they emphasize that a BM's innovative role should be explored as an analytical perspective in order to identify sources of superior company performance. Sauer, Frankenberger, Lingens, and Oliver (2016)Sauer, R., Frankenberger, K., Lingens, B., & Gassmann, O. (2016). Spin-offs as Core Vehicles for Business Model Innovation: An Attention-Based View. In: DRUID16: 20th Anniversary Conference, June 13-15, 2016, Copenhagen. explored corporate spinoffs, which are companies created from other so-called parent companies, as the main vehicles for BMs' innovations regarding established companies and as ways to create and capture value.

Technological entrepreneurs, because they have differentiated technologies, need to identify business alternatives, carefully analyze the possibilities, and then make decisions with a view to improving market performance (Gruber, Macmillan, & Thompson, 2008Gruber, M., Macmillan, I. C., & Thompson, J. D. (2008). Look before you leap: market opportunity identification in emerging technology Firms. Management Science, 54, 1652-1655.). The quality of these decisions is crucial to companies' survival because the decision can affect the evaluation of future opportunities and current business performance (Carr & Blettner, 2010Carr, J. C., & Blettner, D. P. (2010). Cognitive bias control and decision-making in context: implications for entrepreneurial founders of small Firms. Frontiers of Entrepreneurship Research, 30(6), 1-15.). Löfsten (2016)Löfsten, H. (2016). Business and innovation resources: determinants for the survival of new technology-based firms. Management Decision, 54(1), 88-106. DOI: http://dx.doi.org/10.1108/MD-04-2015-0139
http://dx.doi.org/10.1108/MD-04-2015-013...
argued that the survival of new TBEs is linked to their ability to generate patents in their early years. Weiblen and Chesbrough (2015)Weiblen, T., & Chesbrough, H. W. (2015). Engaging with startups to enhance corporate innovation. California Management Review, 57(2), 66-90. DOI:10.1525/cmr.2015.57.2.66.
https://doi.org/10.1525/cmr.2015.57.2.66...
presented the generation of TBEs as a way to bring large companies closer to more flexible BMs, promoting innovation from the outside to the inside. They also presented open innovation, from the inside out, as a way to promote and establish the use of an organization's technical platform by other companies.

During the decision-making process for BM decisions, entrepreneurs can explore predictive or non-predictive models (Kraaijenbrink, 2010Kraaijenbrink, J. (2010). Effective heuristics for new venture formation. Frontiers of Entrepreneurship Research , 30(6), 1-14.), whether consciously or not (Krieshok, Black, & Mckay, 2009Krieshok, T. S., Black, M. D., & Mckay, R. A. (2009). Career decision making: The limits of rationality and the abundance of non-conscious processes. Journal of Vocational Behavior, 75, 275-290. DOI: http://dx.doi.org/10.1016/j.jvb.2009.04.006
http://dx.doi.org/10.1016/j.jvb.2009.04....
), and rationally or intuitively (Chwolka & Raith, 2012Chwolka, A., & Raith, M. G. (2012). The value of business planning before start-up - The decision-theoretical perspective. Journal of Business Venturing, 27(3), 385-399. DOI: http://dx.doi.org/10.1016/j.jbusvent.2011.01.002
http://dx.doi.org/10.1016/j.jbusvent.201...
; Krieshok et al., 2009Krieshok, T. S., Black, M. D., & Mckay, R. A. (2009). Career decision making: The limits of rationality and the abundance of non-conscious processes. Journal of Vocational Behavior, 75, 275-290. DOI: http://dx.doi.org/10.1016/j.jvb.2009.04.006
http://dx.doi.org/10.1016/j.jvb.2009.04....
). Chwolka and Raith (2012)Chwolka, A., & Raith, M. G. (2012). The value of business planning before start-up - The decision-theoretical perspective. Journal of Business Venturing, 27(3), 385-399. DOI: http://dx.doi.org/10.1016/j.jbusvent.2011.01.002
http://dx.doi.org/10.1016/j.jbusvent.201...
examined the problem-solving decisions of nascent entrepreneurs before they entered markets and noted that a lack of planning and rationality lead to failure rather than to business success, and that rational entrepreneurs choose to shut down projects even before entering markets. Thus, given the importance of rationality in decision-making processes, even in a context where intuition is widely practiced, the present study sought to verify the contributions derived from the adoption of a systematization of the decision-making process regarding the definition of a BM, especially in the initial stages of TBEs of academic origin.

Studies exploring the BM theme have also been undertaken in the Brazilian context. Souza and Batista (2014)Souza, E. M., & Batista, P. C. S. (2014). Escala para mensuração de modelo de negócios. In: Anpad, 38, 2014, Anais do XXXVIII Encontro da ANPAD. Rio de Janeiro, Anpad . constructed and validated a BM scale. Araújo and Zilber (2013)Araújo, J. B., & Zilber, S. N. (2013). Adoção de E-Business e Mudanças no Modelo de Negócios: inovação organizacional em pequenas empresas dos setores de comércio e serviços. Gestão & Produção, 20(1), 147-163. DOI: http://dx.doi.org/10.1590/S0104-530X2013000100011
http://dx.doi.org/10.1590/S0104-530X2013...
described the BM used by small companies for the adoption of e-business. Ades, Vasconcellos, and Plonski (2011)Ades, C., Vasconcellos, E. P. G., & Plonski, G. A. (2011). O portfólio de modelos de negócios como estratégia de marketing de tecnologia no B2B. In: Encontro da Anpad, 2011, Anais do XXXV Encontro da Anpad, Rio de Janeiro, Anpad, 35. identified the use of marketing strategies in the context of the development of new technologies by TBEs and the definition of an innovative BM. Braga and Meirelles (2012)Braga, A. C. S., & Meirelles, D. S. (2012). Logística Reversa e Mudanças no Modelo de Negócio: um estudo de caso na indústria de pneumáticos. In: Encontro da Anpad, 36, 2012, Anais do XXXVI Encontro da Anpad, Rio de Janeiro, Anpad. evaluated the impact of the development and implementation of reverse logistics in the BMs of tire industry companies.

Analyzing these Brazilian studies, and in relation to the choice of market positioning, Reis (2013)Reis, L. P. (2013). Definição do modelo de negócio em empresas de base tecnológica: um processo de decisão baseado no método Analytic Hierarchy Process (AHP). Belo Horizonte: Universidade Federal de Minas Gerais (UFMG), 188 p. Tese (doutorado) - Centro de Pós-Graduação e Pesquisas em Administração, Faculdade de Ciências Administrativas Econômicas, UFMG, Belo Horizonte. declared that it was not possible to find in the literature a reference model that could guide an entrepreneurial team and at the same time assist it in the decision-making process. Regarding value chain structuring directed by the decision to outsource or internalize activities, the literature has been rich and has used various decision-making models (McIvor, Humphreys, & McAleer, 1997McIvor, R. T., Humphreys, P. K., & McAleer, W. E. (1997). The strategic model for the formulation of an effective make-or-buy decision. Decision Management, 35(2), 169-178. DOI: http://dx.doi.org/10.1108/00251749710160331
http://dx.doi.org/10.1108/00251749710160...
; Momme & Hvolby, 2002Momme, J., & Hvolby, H. H. (2002). An outsourcing framework: action research in the heavy industry sector. European Journal of Purchasing & Supply Management, 8(4), 185-196. DOI: http://dx.doi.org/10.1016/S0969-7012(02)00003-5
http://dx.doi.org/10.1016/S0969-7012(02)...
; Moses & Åhlström, 2009; Platts, Probert, & Cáñez, 2002Platts, K. W., Probert, D. R., & Cáñez, L. (2002). Make vx. buy decisions: a process incorporating multi-attribute decision-making. International Journal of Production Economics, 77(3), 247-57. DOI: http://dx.doi.org/10.1016/S0925-5273(00)00177-8
http://dx.doi.org/10.1016/S0925-5273(00)...
; Van de Water & Van de Peet, 2006Van de Water, H., & Van Peet, H. P. (2006). A decision support model based on the analytic hierarchy process for the make or buy decision in manufacturing. Journal of Purchasing and Supply Management, 12(5), 258-271. DOI: http://dx.doi.org/10.1016/j.pursup.2007.01.003
http://dx.doi.org/10.1016/j.pursup.2007....
; Zhu, Hsu, & Lillie, 2001Zhu, Z., Hsu, K., & Lillie, J. (2001). Outsourcing - a strategic move: the process and the ingredients for success. Management Decision, 39(5), 373-378. DOI: http://dx.doi.org/10.1108/EUM0000000005473.
http://dx.doi.org/10.1108/EUM00000000054...
). Despite contributing to the literary framework, these models demonstrate certain limitations. It should be pointed out that the models, according to Moses and Åhlström (2008)Moses, A., & Åhlström, P. (2008). Dimensions of change in make or buy decision processes. Strategic Outsourcing: An International Journal, 1(3), 230-251. DOI: http://dx.doi.org/10.1108/17538290810915290
http://dx.doi.org/10.1108/17538290810915...
are a) deductive and supported by idealized scenarios, without empirical support, and do not correspond to the way in which companies actually make their decisions; and b) are static and do not reflect organizational dynamics and complex decision-making processes.

Based on these reflections, the model used for the decision-making process for the definition of a BM is composed of six steps (see Figure 1). The first three (steps 1 to 3) focus on positioning and the other three focus on structuring (steps 4 to 6).

Figure 1
DECISION PROCESS FOR THE DEFINITION OF MARKET POSITIONING AND VALUE CHAIN STRUCTURING

In order to establish market positioning, a mapping of market players (step 1) should be carried out to analyze the possible positioning alternatives (step 2) that consider the type of product, the market, the marketing channels, and the way to obtain income, in accordance with the research of Balocco, Perego, and Perotti (2010)Balocco, R., Perego, A., & Perotti, S. (2010). B2b eMarketplaces: a classification framework to analyse business models and critical success factors. Industrial Management & Data Systems, 110(8), 1117-1137. DOI: http://dx.doi.org/10.1108/02635571011077799
http://dx.doi.org/10.1108/02635571011077...
, Chesbrough (2007)Chesbrough, H. (2007). Business model innovation: it's not just about technology anymore. Strategy & leadership, 35(6), 12-17. DOI: http://dx.doi.org/10.1108/10878570710833714
http://dx.doi.org/10.1108/10878570710833...
, and Sinfield et al. (2012)Sinfield, J. V., Calder, E., McConnell, B., & Colson, S. (2012). How to identify new business models. MITSloan Management Review, 53(2), 85-91.. Once the positioning opportunities have been investigated, the analytic hierarchy process (AHP) must be used to contribute to the decision that is relevant to market positioning (step 3). The AHP method enables the modeling of tangible or intangible quantitative and qualitative variables by structuring the problem in a decision tree, in which the criteria that guide the choices are organized hierarchically (Gomes, Araya, & Carignano, 2004Gomes, L. F. A. M., Araya, M. C. G., & Carignano, C. (2004). Tomada de decisão em cenários complexos: introdução aos métodos discretos do apoio multicritério à decisão. São Paulo, SP, 1st ed., Pioneira Thomson Learning, 1-126.; Schmidt, 1995Schmidt, A. M. A. (1995). Processo de apoio à tomada de decisão - abordagens: AHP e Macbeth. Dissertação de Mestrado inédita, Universidade Federal de Santa Catarina, Florianópolis.). In order to implement the six-step process, based on the criteria determined by Reis, Ladeira, and Fernandes (2015)Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile., it is necessary to establish the parameters that are capable of guiding the choices.

The project's collaboration team, after defining the positioning, should map the primary activities related to the chosen position (step 4). During this stage, the different tasks regarding selected positioning should be carefully separated in order to facilitate the decision about which activities to outsource and internalize, as proposed by Glimstedt, Bratt, and Karlsson (2010)Glimstedt, H., Bratt, D., & Karlsson, M. P. (2010). The decision to make-or-buy a critical technology: semiconductors at ericsson, 1980-2010. Industrial and Corporate Change, vol. 19(2), 2010, 431-464. DOI: https://doi.org/10.1093/icc/dtq011
https://doi.org/10.1093/icc/dtq011...
(step 5). However, once ambiguous activities are detected in relation to the decision to outsource or internalize, the AHP method is used as contributory factor to this decision (step 6).

In order to understand each step of the model, some concepts are presented in Table 1.

Table 1
DEFINITION OF STEPS

3. METHODOLOGICAL PROCEDURES

The nature of this research was qualitative and the methodological strategy adopted was that of action research (AP). This approach contributed flexibly in the search for the most relevant information within a studied reality, guiding the research through pre-established objectives. Thus, those involved in the research were led to take action in order to render feasible an analysis of the needs that were involved in the implementation of the six-step process and the adaptations suggested by the research, as well as the possible contributions originating from the adoption of the six-step process. AP contributes to the development of theory through the actions taken, allowing researchers to evaluate consequences for those involved with a problem and for an organization (Susman & Evered, 1978Susman, G. I., & Evered, R. D. (1978). An assessment of the scientific merits of action research. Administrative Science Quarterly. Cornell University, v. 23, p. 582-603, December. DOI: 10.2307/2392581.
https://doi.org/10.2307/2392581...
; Tripp, 2005Tripp, D. (2005). Pesquisa-ação: uma introdução metodológica. Educação e Pesquisa, São Paulo, 31(3), 443-466, set/dez. DOI: http://dx.doi.org/10.1590/S1517-97022005000300009
http://dx.doi.org/10.1590/S1517-97022005...
). AP is suitable for scenarios where the intervention of researchers and the collection of information relevant to the research are necessary (Thiollent, 1997Thiollent, M. (1996). Metodologia da pesquisa-Ação. São Paulo: Cortez.). Toledo and Jacobi (2013)Toledo, R. F., & Jacobi, P. R. (2013). Pesquisa-ação e educação: compartilhando princípios na construção de conhecimentos e no fortalecimento comunitário para o enfrentamento de problemas. Educação e Sociedade, Campinas, 34(122), jan./mar. recommended a balance in the definition of practical objectives that can lead to solutions. They also recommended a balance in the definition of knowledge objectives, which can contribute, in turn, to the clarification of problematic evidence and, thus, to the facilitation of transformative actions. The phases of AP proposed by Susman and Evered (1978) and adopted in this study were: diagnosis (1), planning (2), action (3), evaluation (4), and learning (5).

For the diagnostic phase (1), the technological business planning process of 10 participating projects of the second and third stages of the Innovation Incentive Program (IIP) at Universidade Federal de Ouro Preto (UFOP)/Minas Gerais (MG) was taken as the unit of analysis (the second stage is devoted to the elaboration of feasibility studies on technical, economic, commercial, and environmental impact and the third to the elaboration of the technological plan).

The IIP is an initiative of the Secretaria de Estado de Ciência, Tecnologia e Ensino Superior de Minas Gerais (SECTES/MG), in partnership with the Serviço Brasileiro de Apoio às Micro e Pequenas Empresas (SEBRAE/MG), universities, and local governments. Together, those involved seek to promote technological innovation in the academic environment, either by the generation of TBEs, or by the licensing or transfer of technology to companies established in the market.

From an initial general meeting, times were set for seminars, training, and meetings with teams of researchers-entrepreneurs and scholarship students. In this way, it was possible to follow each technological project, providing and receiving feedback as relevant information on each context in order to develop the research. The intention with the initial diagnosis was to characterize each technological business context so that it was possible to define the planning for data collection. In addition, during this phase training was conducted with all the students (master's degree students and undergraduates), researchers-entrepreneurs of the project, and external consultants in order to ensure parity for the information that would be considered by this research during the second and third stages of the IIP/UFOP.

The goal of the planning phase (2) of the research, in accordance with the literature review on BM, was the structuring in electronic spreadsheets of the concepts and definitions that would be necessary to apply the process proposed by Reis, Ladeira, and Fernandes (2015)Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile.. The theoretical basis of the studies aligned with the authors' proposal that the necessary elements of the research must be feasible in order to help define the type of business of the projects under analysis. From the elements present in the theory, frameworks (in electronic spreadsheets) were elaborated so that it was possible to collect the data needed to characterize each technology business (the action phase).

Action phase (3) was marked by the application of the studied process. On-site visits, meetings, and seminars were conducted with the program's management team in order to align the objectives pursued by the research. In addition to direct observation, monthly follow-up visits were used with each team of the different businesses and logbook entries were made. Meetings were also developed via Skype® with each project team (students and researchers-entrepreneurs) to guide them about completing the information, as well as to provide brief theoretical explanations about each content item (BM, market positioning, and value chain). In this exchange, the research team that conducted the study also received important feedback for the database and for strengthening the research protocol.

The meetings via Skype® occurred weekly and lasted approximately 90 minutes each time. This activity lasted nine months, covering the period from July 2015 to March 2016. This was the best moment to collect the inputs needed for the next step. During this phase, documents also had to be consulted (e.g., feasibility studies on technical, economic, commercial, and environmental impact; business plans; and reports of the IIP management team; among others). A total of 14 undergraduate and master's degree students, two research professors, four professionals from funding agencies of the program (two from SEBRAE and two from SECTES), an institutional manager of UFOP, and a coordinator of the program in UFOP took part. Thus, 38 professionals were involved (see Table 2). The selection of the respondents took into consideration their knowledge about the business, knowledge about the program, relevance of the program to the context of innovation in the state of Minas Gerais, and the program's importance to UFOP. The interviews provided a greater understanding of the technology, products, and technological projects market, and clarified uncertainties related to the business. For each of the projects listed in Table 2, the strategy sought by the researchers-entrepreneurs for the generation of technological business was identified; namely, if they were more likely to undertake or transfer the technology. At the end of this study, it was found that of the 10 cases, five chose to transfer and the other five chose to proceed.

Table 2
CASES ANALYZED

From the interviews, feedback was collected and initial adaptations were identified in the frameworks for later validation with the researchers-entrepreneurs and students. The triangulation of information generated by the protocol provided a rich need assessment. In order to validate the information collected, recorded interviews (authorized by means of a free and informed consent term) were used. Codification and transcriptions of the same were then undertaken. The transcripts were sent to the researchers-entrepreneurs of the projects and, from their feedback, constituent elements were identified for the definition of the BM. In order to refine the frameworks, "records in archives, direct observation, participant observation and physical artifacts" (Duarte & Barros, 2006Duarte, J., & Barros, A. (2006). Métodos e técnicas de pesquisa em comunicação. (2nd ed.). São Paulo: Atlas., p. 29) were used in addition to the interviews and the feasibility studies on technical, economic, commercial, and environmental impact. The collection of data contributed to a better understanding of the business development stage and clarified uncertainties related to the enterprise. It was from the transcripts that the study managed to obtain a transformation of the qualitative research data (Johnson & Christensen, 2004Johnson, R. B., & Christensen, L. B. (2004). Educational research: quantitative, qualitative, and mixed approaches. Boston, MA: Allyn and Bacon.). During the analysis, an objective and faithful attitude was adopted to all that the researchers-entrepreneurs spoke and felt about during the interviews (Boni & Quaresma, 2005Boni, V., & Quaresma, S. J. (2005). Aprendendo a entrevistar: como fazer entrevistas em Ciências Sociais. Em Tese, 2(1), 68-80. DOI: http://dx.doi.org/10.5007/18027
http://dx.doi.org/10.5007/18027...
).

The evaluation phase (4) and the learning phase (5) consisted of an evaluation of the contributions resulting from the adoption of the six-step process. The evaluation was restricted to the content analysis of the interviews conducted with the technological project teams. Learning was possible because the validation of the framework of the model, in the light of the cases analyzed, occurred simultaneously to the action because the focus was on research in action instead of action research (Coughlan & Coghlan, 2002Coughlan, P., & Coghlan, D. (2002). Action research for operations management. International journal of operations & production management, 22(2), 220-240. DOI: http://dx.doi.org/10.1108/01443570210417515
http://dx.doi.org/10.1108/01443570210417...
). The learning phase focused on the applicability of the process to the different contexts and, finally, on the evaluation of existing convergences, similarities, and divergences. It is understood that those involved in the operationalization of the adopted framework did learn. The following section demonstrates the results achieved and discusses the aspects related to the evaluation and learning phases.

4. THE EMPIRICAL FIELD, RESULTS, AND DISCUSSION

In order to detail the projects studied, Table 3 was constructed. This table contains a brief description of the projects and the profiles of the markets. Cases 1 and 5 are focused on the pharmaceutical area. The first focuses on the development of a drug that seeks to increase the number and quality of male reproductive cells; other case considers the development of software that increases the quality of cytological analysis. Cases 2, 4, 7, and 9 focus on the mechanical area, with the development of machines capable of optimizing processes, generating energy, and monitoring possible nonconformities. Cases 6 and 8 are aimed at the food industry in order to contribute to the quality and monitoring of food.

Table 3
DESCRIPTION OF THE PROJECTS ANALYZED

4.1. Analysis of the BM for the cases studied

From the structure of the six-step process, the present study proposed modifications, specifically in step 2, focusing on the identification of possible positioning opportunities. Initially, five constructs (Reis, Ladeira, & Fernandes, 2015Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile.) oriented the identification of the following positions: 1. target consumers; 2. market needs to be met; 3. products and services to be offered; 4. marketing channels to be explored; and 5. ways of making a profit.

The proposed adaptation consisted of reducing the number of constructs to three as follows (see Figure 2): 1. client/market: characterization of the market problem, customer profile, market trends, and geographic area of operation; 2. product: technological platform identification, product and service description, minimum viable product (MVP), and value attribute; and 3. channels: identification of marketing and distribution channels.

Figure 2
MODEL FOR IDENTIFICATION OF MARKET POSITIONING

In addition to an improvement in providing details of potential customers for a business, the structure highlights the different product configurations incorporated into the MVP concept, which means having a product with a minimum number of functionalities necessary to ensure delivery (Eisenmann, Dillard, & Ries, 2013Reis, L. P. (2013). Definição do modelo de negócio em empresas de base tecnológica: um processo de decisão baseado no método Analytic Hierarchy Process (AHP). Belo Horizonte: Universidade Federal de Minas Gerais (UFMG), 188 p. Tese (doutorado) - Centro de Pós-Graduação e Pesquisas em Administração, Faculdade de Ciências Administrativas Econômicas, UFMG, Belo Horizonte.) and value attributes (such as price, durability, comfort, delivery time, and image). The value of the product is defined based on its performance (Kachani & Shaatov, 2011Kachani, S., & Shmatov, K. (2011). Competitive Pricing in a Multi-Product Multi-Attribute Environment. Production and Operations Management, 20(5), 668-680. DOI: 10.1111/j.1937-5956.2010.01195.x.
https://doi.org/10.1111/j.1937-5956.2010...
; Meredith, McCutcheon, & Hartley, 1994Meredith, J. R., McCutcheon, D. M., & Hartley, J. (1994). Enhancing competitiveness through the new market value equation. International Journal of Operations & Production Management, 14(11), 7-22. DOI: http://dx.doi.org/10.1108/01443579410068611
http://dx.doi.org/10.1108/01443579410068...
; Stonehouse & Snowdown, 2007Stonehouse, G., & Snowdown, B. (2007). Competitive advantage revisited: Michael Porter on Strategy and Competitiveness. Journal of Management Inquiry, 16, 256-273. DOI: https://doi.org/10.1177/1056492607306333
https://doi.org/10.1177/1056492607306333...
).

In order to characterize each product and explain the strategy adopted by the researchers on the decision to undertake or transfer, Table 4 was elaborated. In the process of analyzing each case, we tried to adopt a logic that would help the researchers-entrepreneurs to characterize market positioning and the projects' value chain.

Table 4
ANALYSIS OF THE BM OF THE 10 CASES STUDIED

With regard to the analysis of the value chain, we tried to identify the business activities that would be outsourced or internalized. Because we had doubts about the strategy to be used for the activity, the decision was taken to outsource or internalize as a way to help the team with the process of prioritizing the activities that constitute the business value chain.

4.2. Analyses and results

This section presents the reflections on the application of the six-step process (Figure 1) for the 10 cases. Table 5 discusses the contributions, similarities, and particularities of applying each step to the projects.

Table 5
EVALUATION OF PROJECTS

The decision support process (Figure 1) led the project researchers to identify the business opportunities in which a developed product could achieve a satisfactory commercial applicability. In this regard, see the argument proposed by the investigator of case 2:

In some surveys, this may be interesting before and in others later, perhaps before we have an analysis of whether or not those possibilities are there (in the project) at that moment. So, it is interesting; and for the time being we notice that it is appropriate to our reality, but we must bear in mind that there may be differences depending on the area of development of the business, ... well this is the impression (Verbal information, researcher, case 2, emphasis added by the authors).

The process helped significantly with the evolution of the technology and product because it allowed a quick and precise decision to enter a market, as argued by a member of case 3:

I think it is fundamental to define whether the path to be followed is A or B, which relates to the question of access and the market potential of each of these options. Certainly, new methods will emerge, but until then I perceive a strong tendency to incorporate this into our way of thinking and managing the business (Verbal information, researcher, case 3).

It is observed that the analysis of the market players contributed to the definition of customer segment as a marketing strategy to minimize the uncertainties of demand. As explained by the investigator of case 2:

It helps you organize the structure of your work. Helps you get information from the market, like this: Who do I want to attend? What kind of problem do I want to solve? Also, do I need feedback to identify what I need to improve and adapt, and how to achieve this. So that's it, when it's organized in a more visual way, let's put it this way, it makes it a lot easier for the team. (Verbal information, researcher, case 2).

From the analysis of the players and the identification of the different market positioning opportunities, the prioritization method was applied to determine the most appropriate position for the project context, taking into account financial aspects, the team, the type of technology/product/process, the market, and strategy. In relation to the mapping of the primary activities related to the chosen position, it was possible to reach a greater understanding of the whole activity procedure and make it possible to identify interesting parts of the technology to be patented.

Step 6 of the model assisted in identifying the activities that would be internalized by the TBEs and those that would be outsourced. This step was of significant importance to minimize the chances of failure, as the researcher of cases 6 and 8 reports:

In our head is one thing, then it may be totally different and become unfeasible. I'll have to start analyzing; so, of course, this tool helps, yes. I'm not just talking about the knowledge that it made possible, but for the potential of application in all the technological projects that we developed in the laboratory. It is clear that a choice, often simple, can be radically important in order to reduce the costs and efforts in carrying out an activity, you know? I always thought, in a way, to optimize the use of resources, but I always stopped because of many doubts about which better way to follow (Verbal information, researcher, cases 6 and 8).

The decision to outsource or internalize activities became important during the consolidation of marketing practices and pricing policy. This step helped in the process of defining the costs associated with technological development. Its importance was evidenced when there were already studies of product consolidation and business viability, which was highlighted again by the researcher in cases 6 and 8:

I see a great benefit to using this prioritization when the business is more mature ... when I will start marketing my product. Because, in these phases, I will check whether or not it compensates me (Verbal information, researcher, cases 6 and 8).

It was observed that the six-step process contributed to an improvement of researchers' understanding about the perception of factors that are involved with a business. These factors have previously been obscure because the researchers have no experience in business relations and entrepreneurship techniques. The modification of the structure of the studied process enabled the generation of value and knowledge about techniques, such as the MVP and the concept of platform management, for the process of project improvement.

4. CONCLUSION

Given the importance of identifying collaborative models regarding the formation of knowledge, which helps in the definition of market positioning and value chain structuring, an intervention process was carried out during the IIP-UFOP. From the process proposed by Reis, Ladeira, and Fernandes (2015)Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile., adaptations were made, mainly in the identification stage of market positioning alternatives (where MVP was included). The process with the respective adaptations was applied in each context separately, with the purpose of assisting in the construction of BM for different technological business profiles.

The application has proved to be relevant in the context of technological projects, especially when the initial phases of the business planning process are evaluated. During research development, project teams had a better understanding of their businesses and the potential to develop new market positions. From the clarifications about the model and the conceptual basis that supported it, the entrepreneurial teams became more capable of promoting interferences in their strategies. Thus, it was proven by the study that, as BMs are refined, the implementation and consolidation of marketing strategies also adapt to new contexts, reducing uncertainties and increasing the chances of success in the market.

Based on the study, it was identified that in cases 1 to 5, the information collected in the practical context provided evidence capable of proving that the characteristics present in the products actually met the markets' needs and allowed the teams to identify, in an assertive manner, the segments in which they should compete in order to minimize the chances of failure. Thus, in the context of the technology planning process, and evaluating cases 1 through 5, the six-step process contributed to the early stages of development.

With regard to the business planning process, the focus was on three points: i) structuring the company, ii) market positioning, and iii) identifying the type of competition strategy to be adopted by the project (namely, competing for cost or differentiation). At this point, it could be seen that the strategy adopted in the project directly influenced the process of planning and the transfer of technology (mainly in the patenting phase), since recipient companies (companies that benefit from the exploitation of technology) demand guarantees about the technology they acquire. It can be seen from case 4 that the use of MVP was seen as a way of performing interventions in the model before idealizing the prototype, thereby helping to relate to the client.

It would be the case that you see your technology working in the laboratory, and see what improvements are possible to increase the capacity of your structure and, at the same time, test if your process is robust enough to maintain the product, with the technology incorporated, right?! With acceptable levels of quality and market expectation (Verbal information, researcher, case 4).

The investigator of case 3 also considers a way of observing whether the prototype performed matches the expectations of the final consumer.

I think having a method that can guide the feedback form of your customer's information, incorporating it in the process of your business, will contribute to launching a product with more chance of success. It is necessary to specify a minimum legal product, which is the minimum that the market expects (Verbal information, researcher, case 3).

In cases 6, 7, and 8, the stage involving the MVP was evaluated as a way of monitoring the new demands and needs of the market. This was in addition to assisting in the design of resources and in the elaboration of products with characteristics equal to the markets' needs. The researchers say that MVP use has assisted in the process of identifying opportunities for improvement, especially if the MVP is tied to some sort of checklist or standard checklist.

I realize that from the intermediate stage of business development to the end it is easy to see that MVP can serve at those moments when we can feed back the way of thinking about the product and the application of technology, and then increase business ... I think that this way of validating with the client my hypotheses and desires fits into what I deem important for my business. The middle phase of my business would be where I have already tested the hypothesis and where I clearly see the role of MVP. So, I get the application of my product, which throws me into a phase more advanced than the phase in the laboratory, because I see real applications within what the market expects of me and the product (Verbal information, researcher, case 6).

Despite these elements, there was a challenge in the full implementation of the six-step process in cases 3, 7, and 8 because of the lack of market information, which made it difficult to identify a BM appropriate to the value proposition and the management of the technology that is to be made available to the market. Evaluating these cases, it is noticed that the entrepreneurs were able to raise scenarios and questions that were necessary for market positioning. However, because the steps involved in the collection of market information do not contain content capable of feeding the process under analysis, it was necessary to reorganize the guidelines that guided the entrepreneurial team as the means to seek additional information. In this sense, criticisms of the model of Reis, Ladeira, and Fernandes (2015)Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile., given the stage of development of each technological project, are related to the moment of research in which the model should be presented to the interested parties. In order for the six-step process to have its contributions leveraged, it is necessary that the feasibility studies on technical, economic, commercial, and environmental impact enables a survey and understanding of market information, highlighting the need to identify business possibilities and identifying clients with real problems that the developed technology can answer. In addition, the feasibility studies on technical, economic, commercial, and environmental impact is expected to provide information for the alignment and review of data relevant to decision-making by the entrepreneurial team.

In this way, we can see that this research provided an enrichment of the theoretical framework, in that it validated the model of Reis, Ladeira, and Fernandes (2015)Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile. in the context of 10 technological projects, presenting the contributions under different application contexts, besides contributing to the expansion and revision of the field of study on the subject, especially for TBEs of academic origin. Even though the paper does not provide a theoretical contribution, it seeks to facilitate the interpretation and application of relevant fundamentals about a business model delineating a reference model. The proposal of a study directed to the development of methodologies that help the structuring of a business model in technological projects potentiates the generation of business in the academic environment. In this way, it is noticed that one of the benefits generated in the research is related to a greater approximation and integration between universities and markets, which in theory is a positive aspect and strengthens the study's proposal.

In the researchers' explanations, it was realized that the systematization of the decision-making process is necessary for business modeling (definition of positioning and value chain). Although all criteria have been considered important, it is interesting that a preliminary assessment is made with each entrepreneurial team so that they can identify those criteria that they consider most critical for initial project development (a way to reduce the number of criteria initially). It is understood that there are different levels of criticality for each project context that deserve attention, given the complexity of each scenario analyzed. Thus, when starting business technology planning, it is relevant to decide on: 1. the amount of criteria to be adopted during the decision-making process; 2. the alignment of each criterion in relation to the initial strategy of the business; and 3. the expectations of the entrepreneurs and team in terms of the selected criteria. The adoption of these points would make it possible to reduce the number of criteria in a preliminary prioritization.

Once the selection of the criteria for decision-making was completed, because the team was certain of the prioritized decisions, the process of planning the technological business could be added to "new" steps, expanding the model of Reis, Ladeira, and Fernandes (2015)Reis, L. P., Ladeira, M. B., & Fernandes, J. M. (2015). Proposição de um processo de auxílio à tomada de decisão por meio de critérios direcionadores para a definição de modelo de negócio na fase da estruturação de empresas de base tecnológica. In: Iberoamerican Academy of Management, 9th Iberoamerican Academy of Management Conference, december 3-5, 2015, Universidade del Desarrollo, Santiago, Chile.. The adoption of these new steps would act as a way to consider information and continuous feedback from the market, which would allow the construction of new scenarios and new possibilities for the BM intended by each technological project. This includes the risk analysis and contingency plan for the proposed BM.

Despite presenting a consistent proposal to help the process of technological business planning, in the context of innovative projects from the academic environment, there are still criticisms of the six-step process. It is noticed that the application of the process has a more directed strand for projects that are intended to be undertaken than for those characterized as transference. In this sense, it can be affirmed that there is still a deficiency in the business planning process that involves the transfer of cases, especially for the aspects related to the valuation of the technology, which was not contemplated by the applied process. The valuation of technology is an important point and deserves to be explored in future studies in order to identify how its use can help to improve the arguments regarding the sale (marketing) of, negotiation about, and attractiveness towards investment funds, independent investors, angel capital, and development agencies.

The inclusion of MVP in the positioning phase (see details in Figure 2) aims to validate the information provided by researchers and define the characteristics that the product and technology have to present in order to increase their chances of success in the market. MVP's adoption was an example of the dynamics that can be adopted, making the six-step process flexible to meet the varied contexts of technological projects.

Regarding the methodological strategy, it was possible to construct a table demonstrating the characteristics of each case based on the elaborated frameworks, the data collected, and the codification of the information for each data collection instrument. The existence of regularities between the characteristics were then identified. From this, it was possible to obtain clear, convergent, and divergent patterns among the observed cases because it was possible to validate initially established propositions and/or complement them.

Finally, it can be emphasized that this work opened some paths for future research, instigating studies aimed at the development of structures that facilitate the process of planning TBEs' business. Given the suggestions for the expansion of the model used, it is suggested that research is developed with the intention of unfolding the activities of the valuation process and risk management for each adopted business model. The importance of developing a multicriteria and multimarket valuation methodology for post-patent technology that considers process uncertainties and managerial flexibility is also highlighted. For the management of risks, the structuring of a methodology that can help an entrepreneurial team in the identification and measurement of risks, and ways of mitigating them, during the structuring of a technological business is recommended. In this way, it is possible to structure a process that contributes to the encouragement and generation of technological businesses in the academic environment, and to the perception of the university as a leading producer of technologies applicable to the context of the regional economic and sociocultural reality.

ACKNOWLEDGMENTS

The authors are grateful to the Universidade Federal de Ouro Preto (www.ufop.br) for logistical and infrastructural support during the research and the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) (https://www.capes.gov.br) for financial contributions in the form of grants to carry out the studies.

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Publication Dates

  • Publication in this collection
    May-Jun 2017

History

  • Received
    10 Nov 2016
  • Accepted
    15 Mar 2017
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