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General purpose technologies in dynamic systems: visual representation and analyses of complex drivers

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Abstract

The main aim of this study is to provide a new graphical representation of the potential root causes of General Purpose Technologies (GPTs) for the analysis and foresight of these path-breaking innovations that support the technological and economic change over the long run. Firstly, the study here shows that basic driving forces set the stage for the source of GPTs, such as higher democratization, high population and continuous demographic change, high investment in R&D, the purpose of global leadership between great powers, contestable socioeconomic environments with effective/potential threats of belligerent subjects, etc. Secondly, an appropriate graphical representation of these drivers of GPTs is given by a fishbone diagram, which is a visualization technique for a comprehensive theoretical framework to represent, systematize and analyse the source of GPTs. This technique of the fishbone diagram can provide fruitful information for the foresight of GPTs that support the economic change over time. Some examples are given by applying the Fishbone diagram to describe the determinants of specific GPTs over time: steam engine and ICTs. Overall, then, fishbone diagram seems to be an appropriate and general technique of graphical representation to systematize and analyse whenever possible, the complex root causes of GPTs for the foresight of these path-breaking innovation in society.

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  • Mario Coccia, 2017. "General purpose technologies in dynamic systems: visual representation and analyses of complex drivers," IRCrES Working Paper 201705, CNR-IRCrES Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY - former Institute for Economic Research on Firms and Growth - Torino (TO) ITALY.
    • Handle: RePEc:csc:ircrwp:201705
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    1. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    2. Mario Coccia & Greta Falavigna & Alessandro Manello, 2015. "The impact of hybrid public and market-oriented financing mechanisms on the scientific portfolio and performances of public research labs: a scientometric analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 151-168, January.
    3. Mario Coccia, 2001. "Satisfaction, work involvement and R&D performance," International Journal of Human Resources Development and Management, Inderscience Enterprises Ltd, vol. 1(2/3/4), pages 268-282.
    4. Brent Goldfarb, 2005. "Diffusion of general-purpose technologies: understanding patterns in the electrification of US Manufacturing 1880--1930," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(5), pages 745-773, October.
    5. Cristiano Andrea Ristuccia & Solomos Solomou, 2014. "Editor's choice Can general purpose technology theory explain economic growth? Electrical power as a case study," European Review of Economic History, European Historical Economics Society, vol. 18(3), pages 227-247.
    6. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    7. Enrico Spolaore & Romain Wacziarg, 2013. "How Deep Are the Roots of Economic Development?," Journal of Economic Literature, American Economic Association, vol. 51(2), pages 325-369, June.
    8. Robert J. Barro & Rachel M. McCleary, 2005. "Which Countries Have State Religions?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1331-1370.
    9. Feldman, Maryann P. & Kogler, Dieter F., 2010. "Stylized Facts in the Geography of Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 381-410, Elsevier.
    10. Marios Zachariadis, 2004. "R&D‐induced Growth in the OECD?," Review of Development Economics, Wiley Blackwell, vol. 8(3), pages 423-439, August.
    11. Goel, Rajeev K. & Payne, James E. & Ram, Rati, 2008. "R&D expenditures and U.S. economic growth: A disaggregated approach," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 237-250.
    12. Mamuneas, Theofanis P. & Ishaq Nadiri, M., 1996. "Public R&D policies and cost behavior of the US manufacturing industries," Journal of Public Economics, Elsevier, vol. 63(1), pages 57-81, December.
    13. Mario Coccia, 2008. "Investimento pubblico e privato in R&S: complementariet? ed interazione con la crescita della produttivit?," ECONOMIA E POLITICA INDUSTRIALE, FrancoAngeli Editore, vol. 2008(3), pages 127-154.
    14. Mario Coccia, 2006. "Classifications of innovations: Survey and future directions," CERIS Working Paper 200602, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    15. Ruttan, Vernon W., 2006. "Is War Necessary for Economic Growth?: Military Procurement and Technology Development," OUP Catalogue, Oxford University Press, number 9780195188042.
    16. Coccia, Mario & Wang, Lili, 2015. "Path-breaking directions of nanotechnology-based chemotherapy and molecular cancer therapy," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 155-169.
    17. Lipsey, Richard G. & Carlaw, Kenneth I. & Bekar, Clifford T., 2005. "Economic Transformations: General Purpose Technologies and Long-Term Economic Growth," OUP Catalogue, Oxford University Press, number 9780199290895.
    18. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
    19. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2003. "People's opium? Religion and economic attitudes," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 225-282, January.
    20. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    21. Cristiano Andrea Ristuccia & Solomos Solomou, "undated". "Can general purpose technology theory explain economic growth? Electrical power as a case study," Working Papers 18, Department of Economic and Social History at the University of Cambridge.
    22. Laura I. Schultz & Frederick L. Joutz, 2010. "Methods for identifying emerging General Purpose Technologies: a case study of nanotechnologies," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(1), pages 155-170, October.
    23. Mario Coccia & Barry Bozeman, 2016. "Allometric models to measure and analyze the evolution of international research collaboration," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(3), pages 1065-1084, September.
    24. Mario Coccia & Ugo Finardi & Diego Margon, 2012. "Current trends in nanotechnology research across worldwide geo-economic players," The Journal of Technology Transfer, Springer, vol. 37(5), pages 777-787, October.
    25. Charles I. Jones & John C. Williams, 1998. "Measuring the Social Return to R&D," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1119-1135.
    26. Holger Strulik, 2005. "The Role of Human Capital and Population Growth in R&D‐based Models of Economic Growth," Review of International Economics, Wiley Blackwell, vol. 13(1), pages 129-145, February.
    27. BüyükdamgacI, Güldal, 2003. "Process of organizational problem definition: how to evaluate and how to improve," Omega, Elsevier, vol. 31(4), pages 327-338, August.
    28. Mario Coccia, 2008. "Spatial mobility of knowledge transfer and absorptive capacity: analysis and measurement of the impact within the geoeconomic space," The Journal of Technology Transfer, Springer, vol. 33(1), pages 105-122, February.
    29. Wright, Ian, 2005. "The social architecture of capitalism," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 346(3), pages 589-620.
    30. Coccia, Mario, 2014. "Socio-cultural origins of the patterns of technological innovation: What is the likely interaction among religious culture, religious plurality and innovation? Towards a theory of socio-cultural drive," Technology in Society, Elsevier, vol. 36(C), pages 13-25.
    31. Robert J. Barro, 1999. "Determinants of Democracy," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages 158-183, December.
    32. Philippe Aghion & Ufuk Akcigit & Peter Howitt, 2015. "The Schumpeterian Growth Paradigm," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 557-575, August.
    33. Mario Coccia, 2007. "A new taxonomy of country performance and risk based on economic and technological indicators," Journal of Applied Economics, Universidad del CEMA, vol. 10, pages 29-42, May.
    34. Mario Coccia & Emanuele Cadario, 2014. "Organisational (un)learning of public research labs in turbulent context," International Journal of Innovation and Learning, Inderscience Enterprises Ltd, vol. 15(2), pages 115-129.
    35. Bettendorf, L. & Dijkgraaf, E., 2010. "Religion and income: Heterogeneity between countries," Journal of Economic Behavior & Organization, Elsevier, vol. 74(1-2), pages 12-29, May.
    36. Hindupur V. Ramakrishna & Harvey J. Brightman, 1986. "The Fact-Net Model: A Problem Diagnosis Procedure," Interfaces, INFORMS, vol. 16(6), pages 86-94, December.
    37. Cavallo, Eugenio & Ferrari, Ester & Bollani, Luigi & Coccia, Mario, 2014. "Attitudes and behaviour of adopters of technological innovations in agricultural tractors: A case study in Italian agricultural system," Agricultural Systems, Elsevier, vol. 130(C), pages 44-54.
    38. Coccia, Mario, 2015. "General sources of general purpose technologies in complex societies: Theory of global leadership-driven innovation, warfare and human development," Technology in Society, Elsevier, vol. 42(C), pages 199-226.
    39. Giuseppe Calabrese & Mario Coccia & Secondo Rolfo, 2005. "Strategy and market management of new product development and incremental innovation: evidence from Italian SMEs," International Journal of Product Development, Inderscience Enterprises Ltd, vol. 2(1/2), pages 170-189.
    40. Secondo Rolfo & Mario Coccia, 2005. "L'interazione fra ricerca pubblica e industria in Italia," L'industria, Società editrice il Mulino, issue 4, pages 657-674.
    41. Monica Cariola, 2004. "Technology transfer virtual network: analysis within the Italian system of innovation," International Journal of Networking and Virtual Organisations, Inderscience Enterprises Ltd, vol. 2(2), pages 162-172.
    42. Mario Coccia, 2009. "A New Approach for Measuring and Analysing Patterns of Regional Economic Growth: Empirical Analysis in Italy," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 8(2), pages 71-95.
    43. Massimo Colombo & Chiara Franzoni & Reinhilde Veugelers, 2015. "Going radical: producing and transferring disruptive innovation," The Journal of Technology Transfer, Springer, vol. 40(4), pages 663-669, August.
    44. Michael Kremer, 1993. "Population Growth and Technological Change: One Million B.C. to 1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 681-716.
    45. Coccia, Mario, 2010. "Energy metrics for driving competitiveness of countries: Energy weakness magnitude, GDP per barrel and barrels per capita," Energy Policy, Elsevier, vol. 38(3), pages 1330-1339, March.
    46. Peirce, William S, 1974. "The ripple effects of technological innovation: The case of iron ore pelletizing," Omega, Elsevier, vol. 2(1), pages 43-51, February.
    47. Mario Coccia, 2005. "Countrymetrics: valutazione della performance economica e tecnologia dei paesi e posizionamento dell’Italia," Rivista Internazionale di Scienze Sociali, Vita e Pensiero, Pubblicazioni dell'Universita' Cattolica del Sacro Cuore, vol. 113(3), pages 377-412.
    48. Douglas K. R. Robinson & Martin Ruivenkamp & Arie Rip, 2007. "Tracking the evolution of new and emerging S&T via statement-linkages: Vision assessment in molecular machines," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(3), pages 831-858, March.
    49. Ruttan, Vernon W, 1997. "Induced Innovation, Evolutionary Theory and Path Dependence:," Economic Journal, Royal Economic Society, vol. 107(444), pages 1520-1529, September.
    50. Jeremy Howells & John Bessant, 2012. "Introduction: Innovation and economic geography: a review and analysis," Journal of Economic Geography, Oxford University Press, vol. 12(5), pages 929-942, September.
    51. Maridal, J. Haavard, 2013. "Cultural impact on national economic growth," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 47(C), pages 136-146.
    52. Mario Coccia, 2008. "New organisational behaviour of public research institutions: lessons learned from Italian case study," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 2(4), pages 402-419.
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    More about this item

    Keywords

    General Purpose Technology; Technological Foresight; Source of technical change; Technological Evolution; Evolution of Technology; Fishbone Diagram.;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • 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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