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The trajectory of the ability to innovate and the financial performance of the Brazilian industry

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  • Santos, David Ferreira Lopes
  • Basso, Leonardo Fernando Cruz
  • Kimura, Herbert

Abstract

This research analyzes the cumulative trajectory of Brazilian industry's ability to innovate and the impact of this resource on firms' financial performance. From a broad base of data taken at the firm level, a cross-sectional analysis and a longitudinal analysis were combined, through structural equation modelling, in the construction of the trajectory of resource innovation with the combined use of the following techniques: a multilevel model, latent trajectory analysis, and an autoregressive model. The empirical model shows that the ability to innovate consists of factors that are associated with internal, external, and human resources. The influence on financial performance is positive and significant when the analysis involves the long term. The autoregressive effect of the ability to innovate in time is not significant, suggesting that the innovation process is cumulative, interactive, and nonlinear. These results are relevant to emerging countries that require continued public policies and a greater intensity of business investment in the innovation process, aiming at the longevity of companies.

Suggested Citation

  • Santos, David Ferreira Lopes & Basso, Leonardo Fernando Cruz & Kimura, Herbert, 2018. "The trajectory of the ability to innovate and the financial performance of the Brazilian industry," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 258-270.
    • Handle: RePEc:eee:tefoso:v:127:y:2018:i:c:p:258-270
    DOI: 10.1016/j.techfore.2017.09.027
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    as
    1. Kim, Bongsun & Kim, Eonsoo & Miller, Douglas J. & Mahoney, Joseph T., 2016. "The impact of the timing of patents on innovation performance," Research Policy, Elsevier, vol. 45(4), pages 914-928.
    2. Hu, Baoliang, 2014. "Linking business models with technological innovation performance through organizational learning," European Management Journal, Elsevier, vol. 32(4), pages 587-595.
    3. Castellacci, Fulvio, 2008. "Technological paradigms, regimes and trajectories: Manufacturing and service industries in a new taxonomy of sectoral patterns of innovation," Research Policy, Elsevier, vol. 37(6-7), pages 978-994, July.
    4. Paunov, Caroline, 2012. "The global crisis and firms’ investments in innovation," Research Policy, Elsevier, vol. 41(1), pages 24-35.
    5. Liao, Tung-Shan & Rice, John, 2010. "Innovation investments, market engagement and financial performance: A study among Australian manufacturing SMEs," Research Policy, Elsevier, vol. 39(1), pages 117-125, February.
    6. Jiménez-Jiménez, Daniel & Sanz-Valle, Raquel, 2011. "Innovation, organizational learning, and performance," Journal of Business Research, Elsevier, vol. 64(4), pages 408-417, April.
    7. Stefan, Ioana & Bengtsson, Lars, 2017. "Unravelling appropriability mechanisms and openness depth effects on firm performance across stages in the innovation process," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 252-260.
    8. Frank, Alejandro Germán & Cortimiglia, Marcelo Nogueira & Ribeiro, José Luis Duarte & Oliveira, Lindomar Subtil de, 2016. "The effect of innovation activities on innovation outputs in the Brazilian industry: Market-orientation vs. technology-acquisition strategies," Research Policy, Elsevier, vol. 45(3), pages 577-592.
    9. Loof, Hans & Heshmati, Almas, 2002. "Knowledge capital and performance heterogeneity: : A firm-level innovation study," International Journal of Production Economics, Elsevier, vol. 76(1), pages 61-85, March.
    10. Dray, Stephane, 2008. "On the number of principal components: A test of dimensionality based on measurements of similarity between matrices," Computational Statistics & Data Analysis, Elsevier, vol. 52(4), pages 2228-2237, January.
    11. Castellacci, Fulvio & Natera, Jose Miguel, 2016. "Innovation, absorptive capacity and growth heterogeneity: Development paths in Latin America 1970–2010," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 27-42.
    12. Rangus, Kaja & Slavec, Alenka, 2017. "The interplay of decentralization, employee involvement and absorptive capacity on firms' innovation and business performance," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 195-203.
    13. Fariborz Damanpour & Richard M. Walker & Claudia N. Avellaneda, 2009. "Combinative Effects of Innovation Types and Organizational Performance: A Longitudinal Study of Service Organizations," Journal of Management Studies, Wiley Blackwell, vol. 46(4), pages 650-675, June.
    14. Tavassoli, Sam & Karlsson, Charlie, 2015. "Persistence of various types of innovation analyzed and explained," Research Policy, Elsevier, vol. 44(10), pages 1887-1901.
    15. Silverberg, Gerald & Verspagen, Bart, 2005. "A percolation model of innovation in complex technology spaces," Journal of Economic Dynamics and Control, Elsevier, vol. 29(1-2), pages 225-244, January.
    16. Wu, Jie & Wang, Chengqi & Hong, Junjie & Piperopoulos, Panagiotis & Zhuo, Shuaihe, 2016. "Internationalization and innovation performance of emerging market enterprises: The role of host-country institutional development," Journal of World Business, Elsevier, vol. 51(2), pages 251-263.
    17. Kirner, Eva & Kinkel, Steffen & Jaeger, Angela, 2009. "Innovation paths and the innovation performance of low-technology firms--An empirical analysis of German industry," Research Policy, Elsevier, vol. 38(3), pages 447-458, April.
    18. Hashi, Iraj & Stojčić, Nebojša, 2013. "The impact of innovation activities on firm performance using a multi-stage model: Evidence from the Community Innovation Survey 4," Research Policy, Elsevier, vol. 42(2), pages 353-366.
    19. Baumann, Julian & Kritikos, Alexander S., 2016. "The link between R&D, innovation and productivity: Are micro firms different?," Research Policy, Elsevier, vol. 45(6), pages 1263-1274.
    20. John Cantwell & Felicia Fai, 1999. "Firms as the source of innovation and growth: the evolution of technological competence," Journal of Evolutionary Economics, Springer, vol. 9(3), pages 331-366.
    21. Gunday, Gurhan & Ulusoy, Gunduz & Kilic, Kemal & Alpkan, Lutfihak, 2011. "Effects of innovation types on firm performance," International Journal of Production Economics, Elsevier, vol. 133(2), pages 662-676, October.
    22. Jon Sundbo & Faïz Gallouj, 1998. "Innovation as a loosely coupled system in services," Post-Print halshs-01113675, HAL.
    23. Guimarães, Julio Cesar Ferro de & Severo, Eliana Andrea & Dorion, Eric Charles Henri & Coallier, François & Olea, Pelayo Munhoz, 2016. "The use of organisational resources for product innovation and organisational performance: A survey of the Brazilian furniture industry," International Journal of Production Economics, Elsevier, vol. 180(C), pages 135-147.
    24. Arie Y. Lewin & Silvia Massini & Carine Peeters, 2011. "Microfoundations of Internal and External Absorptive Capacity Routines," Organization Science, INFORMS, vol. 22(1), pages 81-98, February.
    25. Cimoli, Mario & Dosi, Giovanni, 1995. "Technological Paradigms, Patterns of Learning and Development: An Introductory Roadmap," Journal of Evolutionary Economics, Springer, vol. 5(3), pages 243-268, September.
    26. Howell, Anthony, 2016. "Firm R&D, innovation and easing financial constraints in China: Does corporate tax reform matter?," Research Policy, Elsevier, vol. 45(10), pages 1996-2007.
    27. Santos, David Ferreira Lopes & Basso, Leonardo Fernando Cruz & Kimura, Herbert & Kayo, Eduardo Kazuo, 2014. "Innovation efforts and performances of Brazilian firms," Journal of Business Research, Elsevier, vol. 67(4), pages 527-535.
    28. Hans Loof & Almas Heshmati, 2006. "On the relationship between innovation and performance: A sensitivity analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 317-344.
    29. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    30. Kenneth A. Bollen & Patrick J. Curran, 2004. "Autoregressive Latent Trajectory (ALT) Models A Synthesis of Two Traditions," Sociological Methods & Research, , vol. 32(3), pages 336-383, February.
    31. J. P. Francois & F. Favre & S. Negassi, 2002. "Competence and Organization: Two Drivers of Innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(3), pages 249-270.
    32. Wang, Yanbo & Li, Jizhen & Furman, Jeffrey L., 2017. "Firm performance and state innovation funding: Evidence from China’s innofund program," Research Policy, Elsevier, vol. 46(6), pages 1142-1161.
    33. Hyun-Sun Ryu & Jae-Nam Lee, 2016. "Innovation patterns and their effects on firm performance," The Service Industries Journal, Taylor & Francis Journals, vol. 36(3-4), pages 81-101, February.
    34. Prajogo, Daniel I., 2016. "The strategic fit between innovation strategies and business environment in delivering business performance," International Journal of Production Economics, Elsevier, vol. 171(P2), pages 241-249.
    35. Jeroen Hinloopen, 2003. "Innovation performance across Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(2), pages 145-161.
    36. Van Lancker, Jonas & Mondelaers, Koen & Wauters, Erwin & Van Huylenbroeck, Guido, 2016. "The Organizational Innovation System: A systemic framework for radical innovation at the organizational level," Technovation, Elsevier, vol. 52, pages 40-50.
    37. Brian Cozzarin, 2004. "Innovation quality and manufacturing firms' performance in Canada," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(3), pages 199-216.
    38. Weber, K. Matthias & Schaper-Rinkel, Petra, 2017. "European sectoral innovation foresight: Identifying emerging cross-sectoral patterns and policy issues," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 240-250.
    39. Eleonora Bartoloni & Maurizio Baussola, 2018. "Driving business performance: innovation complementarities and persistence patterns," Industry and Innovation, Taylor & Francis Journals, vol. 25(5), pages 505-525, May.
    40. Cammarano, Antonello & Michelino, Francesca & Lamberti, Emilia & Caputo, Mauro, 2017. "Accumulated stock of knowledge and current search practices: The impact on patent quality," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 204-222.
    41. Wang, Chun-Hsien & Chang, Ching-Hsing & Shen, George C., 2015. "The effect of inbound open innovation on firm performance: Evidence from high-tech industry," Technological Forecasting and Social Change, Elsevier, vol. 99(C), pages 222-230.
    42. Kostopoulos, Konstantinos & Papalexandris, Alexandros & Papachroni, Margarita & Ioannou, George, 2011. "Absorptive capacity, innovation, and financial performance," Journal of Business Research, Elsevier, vol. 64(12), pages 1335-1343.
    43. Mary Beth Rousseau & Blake D. Mathias & Laura T. Madden & T. Russell Crook, 2016. "Innovation, Firm Performance, And Appropriation: A Meta-Analysis," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(03), pages 1-29, April.
    44. Klingenberg, Beate & Timberlake, Rachel & Geurts, Tom G. & Brown, Roger J., 2013. "The relationship of operational innovation and financial performance—A critical perspective," International Journal of Production Economics, Elsevier, vol. 142(2), pages 317-323.
    45. Jackson, Sherry Avery & Gopalakrishna-Remani, Venugopal & Mishra, Rajat & Napier, Randy, 2016. "Examining the impact of design for environment and the mediating effect of quality management innovation on firm performance," International Journal of Production Economics, Elsevier, vol. 173(C), pages 142-152.
    46. Chris Freeman & Luc Soete, 1997. "The Economics of Industrial Innovation, 3rd Edition," MIT Press Books, The MIT Press, edition 3, volume 1, number 0262061953, December.
    47. Colombo, Massimo G. & Rabbiosi, Larissa, 2014. "Technological similarity, post-acquisition R&D reorganization, and innovation performance in horizontal acquisitions," Research Policy, Elsevier, vol. 43(6), pages 1039-1054.
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    More about this item

    Keywords

    Innovative capacity; Business competitiveness; Technological strategies; Emerging markets; Profitability;
    All these keywords.

    JEL classification:

    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O25 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Industrial Policy
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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