Determinants Generating General Purpose Technologies in Economic Systems: A New Method of Analysis and Economic Implications

Bilal Kargı - Ankara Yıldırım Beyazıt University, Ankara, Turkey
Mario Coccia - Turin Research Area of the National Research Council, Turin, Italy
Bekir Cihan Uçkaç - Independent Researcher
- Rasyidah - Department of Information Technology, Politeknik Negeri Padang, Padang, Indonesia


Citation Format:



DOI: http://dx.doi.org/10.62527/joiv.8.3-2.2657

Abstract


This research proposes using the fishbone diagram, a visualization tool for constructing a comprehensive theoretical framework to analyze the sources of innovation. Traditionally employed to identify causes of specific events, the fishbone diagram is applied innovatively to explore the root causes driving the emergence and evolution of General Purpose Technologies (GPTs). The study identifies critical driving forces such as increased democratization, population growth, demographic shifts, significant investments in research and development (R&D), global leadership aspirations among major powers, competitive socioeconomic environments, and potential threats from adversarial actors. By visually representing these drivers, the fishbone diagram offers insights crucial for technological analysis and foresight, illuminating groundbreaking innovations that drive technological and economic progress. Illustrated through examples from historical GPTs like the steam engine and contemporary technologies such as Information and Communication Technologies (ICTs), this study establishes a foundational framework for developing precise hypotheses about the specific causes and socio-economic impacts of GPTs. The fishbone diagram emerges as a versatile tool adept at systematically analyzing the complex root causes associated with GPTs, facilitating foresight and strategic management of these transformative innovations within society.

Keywords


General Purpose Technology (GPT); technological evolution; economic systems and implications; fishbone diagram

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References


E. Helpman, “General Purpose Technologies and Economic Growth,” MIT Press, Cambridge, MA. 1998.

M. Coccia, “Countrymetrics: valutazione della performance economica e tecnologica dei paesi e posizionamento dell’Italia,” Rivista Internazionale di Scienze Sociali, vol. CXIII, no. 3, pp. 377-412,. 2005.

M. Coccia, “A new taxonomy of country performance and risk based on economic and technological indicators,” Journal of Applied Economics, vol. 10, no. 1, pp. 29-42, 2007.

M. Coccia, “What is the optimal rate of R&D investment to maximize productivity growth?,” Technological Forecasting and Social Change, vol. 76, no. 3, pp. 433–446, Mar. 2009, doi: 10.1016/j.techfore.2008.02.008.

M. Coccia, “Democratization is the driving force for technological and economic change,” Technological Forecasting and Social Change, vol. 77, no. 2, pp. 248–264, Feb. 2010, doi:10.1016/j.techfore.2009.06.007.

M. Coccia, “The asymmetric path of economic long waves,” Technological Forecasting & Social Change, vol. 77, no. 5, pp. 730-738, 2010, doi: 10.1016/j.techfore.2010.02.003

M. Coccia, “Foresight of technological determinants and primary energy resources of future economic long waves,” International Journal of Foresight and Innovation Policy, vol. 6, no. 4, p. 225, 2010, doi: 10.1504/ijfip.2010.037468.V. W. Ruttan, “Technology, Growth and Development, An Induced Innovation Perspective,” Oxford University Press, New York. 2001.

N. Rosenberg, “Inside the Black Box: Technology and Economics,” Cambridge University Press. 1982.

D. Sahal, “Patterns of Technological Innovation,” Addison-Wesley Publishing Company, Inc., Reading, Massachusetts. 1981.

T. Bresnahan, General purpose technologies, in B.H. Hall & N. Rosenberg (eds.) “Handbook of the Economics of Innovation,” Ch. 18, Vol. 2, Elsevier. 2010.

M. G. Colombo, C. Franzoni, and R. Veugelers, “Going radical: producing and transferring disruptive innovation,” The Journal of Technology Transfer, vol. 40, no. 4, pp. 663–669, Aug. 2014, doi:10.1007/s10961-014-9361-z.

C. Freeman, and L. Soete, “Technical change and full employment,” Basil Blackwell, Oxford, UK. 1987.

T. F. Bresnahan and M. Trajtenberg, “General purpose technologies ‘Engines of growth’?,” Journal of Econometrics, vol. 65, no. 1, pp. 83–108, Jan. 1995, doi: 10.1016/0304-4076(94)01598-t.

R. G. Lipsey, C. T. Bekar, and K. I. Carlaw, “What requires explanation?,” in Helpman E. (ed.) General Purpose Technologies and Long-Term Economic Growth, (pp.15-54), MIT Press, Cambridge, MA. 1998.

V. W. Ruttan, “Is War Necessary For Economic Growth? Military Procurement and Technology Development,” Oxford University Press, New York. 2006.

V. W. Ruttan, “Induced Innovation, Evolutionary Theory and Path Dependence: Sources of Technical Change,” The Economic Journal, vol. 107, no. 444, pp. 1520–1529, Sep. 1997, doi: 10.1111/j.1468-0297.1997.tb00063.x.

M. Coccia, “Measuring intensity of technological change: The seismic approach,” Technological Forecasting and Social Change, vol. 72, no. 2, pp. 117–144, Feb. 2005, doi: 10.1016/j.techfore.2004.01.004.

M. Coccia, “Technometrics: Origins, historical evolution and new directions,” Technological Forecasting and Social Change, vol. 72, no. 8, pp. 944–979, Oct. 2005, doi: 10.1016/j.techfore.2005.05.011.

G. Wright, “Towards a More Historical Approach to Technological Change,” The Economic Journal, vol. 107, no. 444, pp. 1560–1566, Sep. 1997, doi: 10.1111/j.1468-0297.1997.tb00066.x.

B. H. Hall, and N. Rosenberg, “Handbook of the Economics of Innovation,” Vol.1; 2, Elsevier. 2010.

M. Coccia, “General sources of general purpose technologies in complex societies: Theory of global leadership-driven innovation, warfare and human development,” Technology in Society, vol. 42, pp. 199–226, Aug. 2015, doi: 10.1016/j.techsoc.2015.05.008.

M. Coccia, “Problem-driven innovations in drug discovery: co-evolution of radical innovation with the evolution of problems,” Health Policy and Technology, vol. 5, no. 2, pp. 143-155, 2016, doi: 10.1016/j.hlpt.2016.02.003

C.-C. Wang, H.-Y. Sung, and M.-H. Huang, “Technological evolution seen from the USPC reclassifications,” Scientometrics, vol. 107, no. 2, pp. 537–553, Jan. 2016, doi: 10.1007/s11192-016-1851-3.

M. Li, “A novel three-dimension perspective to explore technology evolution,” Scientometrics, vol. 105, no. 3, pp. 1679–1697, Apr. 2015, doi: 10.1007/s11192-015-1591-9.

D. K. R. Robinson, M. Ruivenkamp, and A. Rip, “Tracking the evolution of new and emerging S&T via statement-linkages: Vision assessment in molecular machines,” Scientometrics, vol. 70, no. 3, pp. 831–858, Mar. 2007, doi: 10.1007/s11192-007-0314-2.

L. I. Schultz and F. L. Joutz, “Methods for identifying emerging General Purpose Technologies: a case study of nanotechnologies,” Scientometrics, vol. 85, no. 1, pp. 155–170, Jun. 2010, doi:10.1007/s11192-010-0244-2.

E. von Hippel, “The Sources of Innovation,” Oxford University Press. 1988.

E. Calvano, “Destructive creation, Stockholm School of Economics,” Working Paper Series in Economics and Finance, No.653. 2007. Available: https://swopec.hhs.se/hastef/papers/hastef0653.pdf

R. G. Lipsey, K. I. Carlaw, and C. T. Bekar, “Economic Transformations: General Purpose Technologies and Long Term Economic Growth,” Oxford University Press, Oxford. 2005.

M. Coccia, “Patterns of innovative outputs across climate zones: the geography of innovation,” Prometheus, vol. 33, no. 2, Apr. 2015, doi:10.1080/08109028.2015.1095979.

B. Jovanovic, and P. L. Rousseau, “General purpose technologies,” in P. Aghion & S.N. Durlauf (Eds), Handbook of Economic Growth, Volume 1B. Elsevier. 2005.

M. Coccia, “Political economy of R&D to support the modern competitiveness of nations and determinants of economic optimization and inertia,” Technovation, vol. 32, no. 6, pp. 370–379, Jun. 2012, doi: 10.1016/j.technovation.2012.03.005.

M. Coccia, “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 drivers of the patterns of technological innovation,” Technology in Society, vol. 36, no. 1, pp. 13-25, 2014, doi. 10.23760/2421-7158.2017.004

G. Rosegger, “The Economics of Production and Innovation,” Pergamon Press, NY. 1980.

M. Coccia, “Driving forces of technological change: The relation between population growth and technological innovation,” Technological Forecasting and Social Change, vol. 82, pp. 52–65, Feb. 2014, doi: 10.1016/j.techfore.2013.06.001.

M. Coccia and L. Wang, “Path-breaking directions of nanotechnology-based chemotherapy and molecular cancer therapy,” Technological Forecasting and Social Change, vol. 94, pp. 155–169, May 2015, doi: 10.1016/j.techfore.2014.09.007.

B. Kargı, M. Coccia, and B. C. Uçkaç, “How does the wealth level of nations affect their COVID-19 vaccination plans?,” Economics, Management and Sustainability, vol. 8, no. 2, pp. 6–19, Nov. 2023, doi: 10.14254/jems.2023.8-2.1.

B. Kargı, M. Coccia, and B. C. Uçkaç, “The relation between restriction policies against Covid-19, economic growth and mortality rate in society,” Migration Letters, vol. 20, no. 5, pp. 218-231, 2023, doi: 10.47059/ml.v20i5.3538

B. C. Uçkaç, M. Coccia, and B. Kargi, “Diffusion Covid-19 in polluted regions: Main role of wind energy for sustainable and health,” International Journal of Membrane Science and Technology, vol. 10, no. 3, pp. 2755–2767, Oct. 2023, doi:10.15379/ijmst.v10i3.2286.

B. C. Uçkaç, M. Coccia, and B. Kargı, “Simultaneous encouraging effects of new technologies for socioeconomic and environmental sustainability,” Bulletin Social-Economic and Humanitarian Research, vol. 19, no. 21, pp. 100-120, 2023, doi:10.52270/26585561_2023_19_21_100

K. Ishikawa, “Introduction to Quality Control,” Taylor & Francis. 1990.

L. Ayverdi, C. Nakiboğlu, and S. Ö. Z. Aydin, “Usage of Graphic Organizers in Science and Tecnology Lessons,” Procedia - Social and Behavioral Sciences, vol. 116, pp. 4264–4269, Feb. 2014, doi:10.1016/j.sbspro.2014.01.929.

G. Buyukdamgaci, “Process of organizational problem definition: how to evaluate and how to improve,” Omega, vol. 31, no. 4, pp. 327-338, 2003.

K. Ishii, and B. Lee, “Reverse fishbone diagram: a tool in aid of design for product retirement,” Proceedings ASME design engineering technical conferences and computers in engineering conference, 96-DETC/DFM-1272. 1996.

H. V. Ramakrishna and H. J. Brightman, “The Fact-Net Model: A Problem Diagnosis Procedure,” Interfaces, vol. 16, no. 6, pp. 86–94, Dec. 1986, doi: 10.1287/inte.16.6.86.

M. De Marchi, “A taxonomy of S&T indicators,” Scientometrics, vol. 106, no. 3, pp. 1265–1268, Dec. 2015, doi:10.1007/s11192-015-1823-z.

Scientometrics, (1984). “Indicators of measurement of impact of science and technology on socio-economic development objectives,” Scientometrics, vol. 6, no. 6, pp. 449-463.

J. L. Simon, “The Economics of Population Growth,” Princeton University Press: Princeton. 1977.

P. Krugman, “Geography and Trade,” MIT Press, Cambridge. 1991.

N. J. Rosenberg, “Adaptation of agriculture to climate change,” Climatic Change, vol. 21, no. 4, pp. 385–405, Aug. 1992, doi:10.1007/bf00141378.

J. Smithers and A. Blay-Palmer, “Technology innovation as a strategy for climate adaptation in agriculture,” Applied Geography, vol. 21, no. 2, pp. 175–197, Apr. 2001, doi: 10.1016/s0143-6228(01)00004-2.

J. Howells and J. Bessant, “Introduction: Innovation and economic geography: a review and analysis,” Journal of Economic Geography, vol. 12, no. 5, pp. 929–942, Sep. 2012, doi: 10.1093/jeg/lbs029.

R. Hudson, “Producing Places,” Guildford, NY. 2001.

M. P. Feldman, and D. F. Kogler, “Stylized Facts in the Geography of Innovation,” in B. Hall & N. Rosenberg (Eds), Handbook of Economics of Technical Change, 1, (pp. 381-410), Elsevier. 2010.

W. G. Moseley, E. Perramond, H. M. Hapke, and P. Loris, “An Introduction to Human-Environment Geography,” Wiley. 2014.

R. M. Lichtenberg, “One-tenth of a Nation: National Fortes in the Economic Growth of the New York Region,” Harvard University Press, Cambridge, MA. 1960.

D. B. Audretsch, and M. P. Feldman, “R&D spillovers and the geography of innovation and production,” The American Economic Review, vol. 86, no. 3, pp. 630-640, 1996.

L. M. A. Bettencourt, J. Lobo, D. Helbing, C. Kühnert, and G. B. West, “Growth, innovation, scaling, and the pace of life in cities,” Proceedings of the National Academy of Sciences, vol. 104, no. 17, pp. 7301–7306, Apr. 2007, doi: 10.1073/pnas.0610172104.

C. Montesquieu, “The Spirit of Laws,” Harper and Row, New York. 1947.

R. J. Barro and R. M. McCleary, “Religion and Economic Growth across Countries,” American Sociological Review, vol. 68, no. 5, p. 760, Oct. 2003, doi: 10.2307/1519761.

L. Guiso, P. Sapienza, and L. Zingales, “Does Culture Affect Economic Outcomes?,” Journal of Economic Perspectives, vol. 20, no. 2, pp. 23–48, May 2006, doi: 10.1257/jep.20.2.23.

J. H. Maridal, “Cultural impact on national economic growth,” The Journal of Socio-Economics, vol. 47, pp. 136–146, Dec. 2013, doi:10.1016/j.socec.2012.08.002.

K. Atuahene-Gima and Y. S. Wei, “The Vital Role of Problem-Solving Competence in New Product Success*,” Journal of Product Innovation Management, vol. 28, no. 1, pp. 81–98, Dec. 2010, doi:10.1111/j.1540-5885.2010.00782.x.

R. J. Barro, “Determinants of Democracy,” Journal of Political Economy, vol. 107, no. S6, pp. S158–S183, Dec. 1999, doi:10.1086/250107.

M. Weber, “The Protestant Ethnic and the Spirit of Capitalism,” Unwin, London. 1956.

R. J. Barro and R. M. McCleary, “Which Countries Have State Religions?,” The Quarterly Journal of Economics, vol. 120, no. 4, pp. 1331–1370, Nov. 2005, doi: 10.1162/003355305775097515.

L. Guiso, P. Sapienza, and L. Zingales, “People’s opium? Religion and economic attitudes,” Journal of Monetary Economics, vol. 50, no. 1, pp. 225–282, Jan. 2003, doi: 10.1016/s0304-3932(02)00202-7.

E. Spolaore and R. Wacziarg, “How Deep Are the Roots of Economic Development?,” Journal of Economic Literature, vol. 51, no. 2, pp. 325–369, Jun. 2013, doi: 10.1257/jel.51.2.325.

L. Bettendorf and E. Dijkgraaf, “Religion and income: Heterogeneity between countries,” Journal of Economic Behavior & Organization, vol. 74, no. 1–2, pp. 12–29, May 2010, doi:10.1016/j.jebo.2010.02.003.

G. Modelski and G. Perry, “‘Democratization in long perspective’ revisited,” Technological Forecasting and Social Change, vol. 69, no. 4, pp. 359–376, May 2002, doi: 10.1016/s0040-1625(01)00152-4.

P. Norris, “Driving Democracy: Do Power-Sharing Regimes Work?,” Cambridge University Press, Cambridge (UK). 2008.

D. Acemoglu, S. Johnson, J. A. Robinson, and P. Yared, “Income and Democracy,” American Economic Review, vol. 98, no. 3, pp. 808–842, May 2008, doi: 10.1257/aer.98.3.808.

S. Kuznets, “Population change and aggregate output,” in Demographic and Economic Change in Developed Countries, Special Conference Series No.11 Universities-National Bureau for Economic Research (Princeton University Press: Princeton), pp. 324-340. Reprinted in Economic Growth and Structure: Selected Essays. New York: W.W. Norton & Co., 1965.

M. Kremer, “Population Growth and Technological Change: One Million B.C. to 1990,” The Quarterly Journal of Economics, vol. 108, no. 3, pp. 681–716, Aug. 1993, doi: 10.2307/2118405.

H. Strulik, “The role of human capital and population growth in R&D-based models of economic growth,” Review of International Economics, vol. 13, no. 1, pp. 129-145, 2005, doi: 10.1111/j.1467-9396.2005.00495.x

E. Boserup, “Population and Technological Change: A Study of Long-term Trends,” University of Chicago Press, Chicago. 1981.

C. Singer E. J. Holmyard, A. R. Hall, and T. I. Williams, “A History of Technology,” Vol. I and II, Clarendon Press, Oxford University Press. 1956.

A. P. Usher, “A history of mechanical inventions,” Harvard University Press, Cambridge. 1954.

G. Basalla, “The History of Technology,” Cambridge University Press, Cambridge. 1988.

C. I. Jones and J. C. Williams, “Measuring the Social Return to R&D,” The Quarterly Journal of Economics, vol. 113, no. 4, pp. 1119–1135, Nov. 1998, doi: 10.1162/003355398555856.

B. Goldfarb, “Diffusion of general-purpose technologies: understanding patterns in the electrification of US Manufacturing 1880–1930,” Industrial and Corporate Change, vol. 14, no. 5, pp. 745–773, Aug. 2005, doi: 10.1093/icc/dth068.

T. P. Mamuneas and M. Ishaq Nadiri, “Public R&D policies and cost behavior of the US manufacturing industries,” Journal of Public Economics, vol. 63, no. 1, pp. 57–81, Dec. 1996, doi: 10.1016/s0047-2727(96)01588-5.

R. Griffith, S. Redding, and J. V. Reenen, “Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries,” Review of Economics and Statistics, vol. 86, no. 4, pp. 883–895, Nov. 2004, doi: 10.1162/0034653043125194.

M. Zachariadis, “R& D‐induced Growth in the OECD?,” Review of Development Economics, vol. 8, no. 3, pp. 423–439, Aug. 2004, doi: 10.1111/j.1467-9361.2004.00243.x.

R. K. Goel, J. E. Payne, and R. Ram, “R&D expenditures and U.S. economic growth: A disaggregated approach,” Journal of Policy Modeling, vol. 30, no. 2, pp. 237–250, Mar. 2008, doi:10.1016/j.jpolmod.2007.04.008.

P. Thagard, “Computational Philosophy of Science,” The MIT Press, Cambridge, MA. 1988.