IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v126y2021i6d10.1007_s11192-021-03958-3.html
   My bibliography  Save this article

Assessment of the intellectual component in economic development

Author

Listed:
  • Iryna Kalenyuk

    (Kyiv National Economic University Named After Vadym Hetman)

  • Liudmyla Tsymbal

    (Kyiv National Economic University Named After Vadym Hetman)

Abstract

Intellectual factors are key to ensuring the economic growth of countries and their high competitiveness. The article structures intellectual resources by types, assesses the impact of different types and individual forms of intellectual resources on the country's GDP. Correlation analysis allowed assessing the degree of influence on the level of GDP of the country of certain intellectual factors on the basis of selection: resource (availability of basic intellectual resources) and resulting indicators (patents, licenses, know-how, publications, etc.). The simulation is based on data from 40 indicators, 44 countries, over 10 years. The most influential factors were identified and ranked (among the resources—the cost of education, the cost of higher education, the number of R&D staff and graduate students; among the resulting—the cost of public relations, publications, the share of Internet users, the growing share of innovative enterprises, information infrastructure, number of applications of non-residents for trademarks). It is confirmed that the list of the most influential factors is different for different groups of countries. This is important for the choice of public policy instruments to stimulate economic and innovative development.

Suggested Citation

  • Iryna Kalenyuk & Liudmyla Tsymbal, 2021. "Assessment of the intellectual component in economic development," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(6), pages 4793-4816, June.
  • Handle: RePEc:spr:scient:v:126:y:2021:i:6:d:10.1007_s11192-021-03958-3
    DOI: 10.1007/s11192-021-03958-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-021-03958-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11192-021-03958-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Henry Laverde-Rojas & Juan C. Correa, 2019. "Can scientific productivity impact the economic complexity of countries?," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(1), pages 267-282, July.
    3. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    4. Dale W. Jorgenson & Khuong Vu, 2005. "Information technology and the world economy," Proceedings, Federal Reserve Bank of San Francisco.
    5. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    6. Mountford, Andrew & Rapoport, Hillel, 2011. "The brain drain and the world distribution of income," Journal of Development Economics, Elsevier, vol. 95(1), pages 4-17, May.
    7. Tobias Kretschmer, 2012. "Information and Communication Technologies and Productivity Growth: A Survey of the Literature," OECD Digital Economy Papers 195, OECD Publishing.
    8. Vu, Khuong M., 2011. "ICT as a source of economic growth in the information age: Empirical evidence from the 1996-2005 period," Telecommunications Policy, Elsevier, vol. 35(4), pages 357-372, May.
    9. Agénor, Pierre-Richard & Dinh, Hinh T., 2015. "Social capital, product imitation and growth with learning externalities," Journal of Development Economics, Elsevier, vol. 114(C), pages 41-54.
    10. Peter Vinkler, 2008. "Correlation between the structure of scientific research, scientometric indicators and GDP in EU and non-EU countries," Scientometrics, Springer;Akadémiai Kiadó, vol. 74(2), pages 237-254, February.
    11. Dulleck, Uwe & Foster, Neil, 2008. "Imported Equipment, Human Capital and Economic Growth in Developing Countries," Economic Analysis and Policy, Elsevier, vol. 38(2), pages 233-250, September.
    12. Huub Meijers, 2014. "Does the internet generate economic growth, international trade, or both?," International Economics and Economic Policy, Springer, vol. 11(1), pages 137-163, February.
    13. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    14. Tamura, Robert & Dwyer, Jerry & Devereux, John & Baier, Scott, 2019. "Economic growth in the long run," Journal of Development Economics, Elsevier, vol. 137(C), pages 1-35.
    15. repec:wly:soecon:v:82:3:y:2016:p:914-934 is not listed on IDEAS
    16. Hanushek, Eric A. & Woessmann, Ludger, 2012. "Schooling, educational achievement, and the Latin American growth puzzle," Journal of Development Economics, Elsevier, vol. 99(2), pages 497-512.
    17. Adam B. Jaffe & Trinh Le, 2015. "The Impact of R&D Subsidy on Innovation: a Study of New Zealand Firms," NBER Working Papers 21479, National Bureau of Economic Research, Inc.
    18. Roula Inglesi-Lotz & Mehmet Balcilar & Rangan Gupta, 2014. "Time-varying causality between research output and economic growth in US," Scientometrics, Springer;Akadémiai Kiadó, vol. 100(1), pages 203-216, July.
    19. Dougherty, Christopher, 2011. "Introduction to Econometrics," OUP Catalogue, Oxford University Press, edition 4, number 9780199567089.
    20. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    21. Choi, Changkyu & Hoon Yi, Myung, 2009. "The effect of the Internet on economic growth: Evidence from cross-country panel data," Economics Letters, Elsevier, vol. 105(1), pages 39-41, October.
    22. Jishnu Das & Quy-Toan Do, 2020. "US and them - The geography of academic research," Vox eBook Chapters, in: Sebastian Galliani & Ugo Panizza (ed.), Publishing and Measuring Success in Economics, edition 1, volume 1, chapter 1, pages 111-114, Centre for Economic Policy Research.
    23. T. D. Stanley & Hristos Doucouliagos & Piers Steel, 2018. "Does Ict Generate Economic Growth? A Meta†Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 705-726, July.
    24. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    25. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    26. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    27. Stephen D. Oliner & Daniel E. Sichel, 2000. "The Resurgence of Growth in the Late 1990s: Is Information Technology the Story?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 3-22, Fall.
    28. Matti Pohjola, 2002. "The New Economy in Growth and Development," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 18(3), pages 380-396.
    29. R. Inglesi-Lotz & A. Pouris, 2013. "The influence of scientific research output of academics on economic growth in South Africa: an autoregressive distributed lag (ARDL) application," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(1), pages 129-139, April.
    30. Weinberg, Bruce A., 2011. "Developing science: Scientific performance and brain drains in the developing world," Journal of Development Economics, Elsevier, vol. 95(1), pages 95-104, May.
    31. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    32. Jorgenson, Dale W. & Vu, Khuong M., 2010. "Potential growth of the world economy," Journal of Policy Modeling, Elsevier, vol. 32(5), pages 615-631, September.
    33. Omwoyo Bosire Onyancha, 2020. "A meta-analysis study of the relationship between research and economic development in selected countries in sub-Saharan Africa," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(2), pages 655-675, May.
    34. Stokey, Nancy L, 1988. "Learning by Doing and the Introduction of New Goods," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 701-717, August.
    35. Di Maria, Corrado & Stryszowski, Piotr, 2009. "Migration, human capital accumulation and economic development," Journal of Development Economics, Elsevier, vol. 90(2), pages 306-313, November.
    36. Hong, Jae-pyo, 2017. "Causal relationship between ICT R&D investment and economic growth in Korea," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 70-75.
    37. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    38. Fleisher, Belton M. & Hu, Yifan & Li, Haizheng & Kim, Seonghoon, 2011. "Economic transition, higher education and worker productivity in China," Journal of Development Economics, Elsevier, vol. 94(1), pages 86-94, January.
    39. Erdal Gumus & Ferdi Celikay, 2015. "R&D Expenditure and Economic Growth: New Empirical Evidence," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 9(3), pages 205-217, August.
    40. Saad Ahmed Javed & Sifeng Liu, 2018. "Predicting the research output/growth of selected countries: application of Even GM (1, 1) and NDGM models," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(1), pages 395-413, April.
    41. Sakiru Adebola Solarin & Yuen Yee Yen, 2016. "A global analysis of the impact of research output on economic growth," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(2), pages 855-874, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhang, Xiaobei & Wang, Xiaojun, 2021. "Measures of human capital and the mechanics of economic growth," China Economic Review, Elsevier, vol. 68(C).
    2. Vu, Khuong & Hanafizadeh, Payam & Bohlin, Erik, 2020. "ICT as a driver of economic growth: A survey of the literature and directions for future research," Telecommunications Policy, Elsevier, vol. 44(2).
    3. Amavilah, Voxi Heinrich, 2014. "Knowledge = Technology + Human Capital and the Lucas and Romer Production Functions," MPRA Paper 58847, University Library of Munich, Germany.
    4. Wei Bin ZHANG, 2016. "Oscillations In The Walrasian General Equilibrium Theory With Endogenous Wealth And Human Capital Accumulation," EcoForum, "Stefan cel Mare" University of Suceava, Romania, Faculty of Economics and Public Administration - Economy, Business Administration and Tourism Department., vol. 5(1), pages 1-41, January.
    5. Wei-Bin Zhang, 2020. "Global Development, Trade, Human Capital, And Business Cycles," Oradea Journal of Business and Economics, University of Oradea, Faculty of Economics, vol. 5(special), pages 9-29, June.
    6. Amavilah, Voxi Heinrich, 2014. "Human Knowledge and a Commonsensical Measure of Human Capital: A Proposal," MPRA Paper 57670, University Library of Munich, Germany.
    7. Alla Kirova, 2011. "Evolution of the Human Capital Doctrine," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 4, pages 94-131.
    8. Tânia Pinto & Aurora A. C. Teixeira, 2020. "The impact of research output on economic growth by fields of science: a dynamic panel data analysis, 1980–2016," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(2), pages 945-978, May.
    9. Leone Leonida & Leone Leonida & Daniel Montolio, 2003. "Public Capital, Growth and Convergence in Spain. A Counterfactual Density Estimation Approach," Working Papers 2003/3, Institut d'Economia de Barcelona (IEB).
    10. Razzak, Weshah, 2017. "International Productivity Growth Differentials Sectoral Analysis and Missing Productivity," MPRA Paper 84967, University Library of Munich, Germany, revised 06 Mar 2018.
    11. Valerio Mendoza, Octasiano Miguel & Borsi, Mihály Tamás & Comim, Flavio, 2022. "Human capital dynamics in China: Evidence from a club convergence approach," Journal of Asian Economics, Elsevier, vol. 79(C).
    12. Wei-Bin Zhang, 2013. "A Synthesis Of The Uzawa-Lucas Model With The Walrasian-General-Equilibrium And Neoclassical-Growth Theories," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 58(199), pages 7-38, October -.
    13. Ronald Ravinesh Kumar & Peter Josef Stauvermann & Syed Jawad Hussain Shahzad, 2017. "Can technology provide a glimmer of hope for economic growth in the midst of chaos? A case of Zimbabwe," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(2), pages 919-939, March.
    14. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2018. "The role of production factor quality and technology diffusion in twentieth-century productivity growth," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 12(1), pages 61-97, January.
    15. Arman Pourghaz & Ehsan Bahrami Samani & Babak Shokri, 2023. "Analysis of the impact of research output on economic growth with using a multivariate random effects model," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(4), pages 2259-2282, April.
    16. Ralph Hippe & Roger Fouquet, 2015. "The human capital transition and the role of policy," GRI Working Papers 185, Grantham Research Institute on Climate Change and the Environment.
    17. Florian Immanuel Schumacher & Joilson Dias, 2011. "The Human Capital Function: Sectoralexternalities," Anais do XXXVIII Encontro Nacional de Economia [Proceedings of the 38th Brazilian Economics Meeting] 215, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    18. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    19. Wei-Bin Zhang, 2016. "Exchange Values of Gold, Land, Physical Capital, and Human Capital in a Neoclassical Growth Model," Economic Alternatives, University of National and World Economy, Sofia, Bulgaria, issue 3, pages 265-286, September.
    20. Altinok, Nadir & Aydemir, Abdurrahman, 2017. "Does one size fit all? The impact of cognitive skills on economic growth," Journal of Macroeconomics, Elsevier, vol. 53(C), pages 176-190.

    More about this item

    Keywords

    Intellectual leadership; Leadership; Knowledge economy; Intellect; Human capital; Assessment of intellectual leadership;
    All these keywords.

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:scient:v:126:y:2021:i:6:d:10.1007_s11192-021-03958-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.