IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v15y2024i4d10.1007_s13132-023-01728-5.html
   My bibliography  Save this article

Driving Global Innovation Convergence: Evidence of 104 Countries’ Productivity and Efficiencies of National Innovation System

Author

Listed:
  • Subhasis Bera

    (International School of Business and Media)

  • Dil B. Rahut

    (Asian Development Bank Institute (ADBI))

Abstract

The extant evidence considers innovation as one critical determinant of economic growth. The studies on the performance of the National Innovation System in the quest for Schumpeterian convergence with the frontier are constrained due to uneven innovative potential and paucity of data, especially in the case of developing countries. Addressing the challenges for policy formulation to enhance global growth, this study performs the CaRT method, Slack-based DEA, and PS convergence test of 104 countries from 2006 to 2019 to comprehend the global innovation matrix. The study shows the absence of global convergence but subgroup convergence in Färe-Primont productivity, each technical, scale, and mix efficiency component. Moreover, the subgroups’ formations in each efficiency convergence type are distinct. The study correspondingly exhibits that the average transition path of different subgroups does not pursue any specific pattern for these efficiencies, indicating that the global convergence of innovation productivity and efficiency is arduous and calls for distinct policy formulation subject to the status of the economy.

Suggested Citation

  • Subhasis Bera & Dil B. Rahut, 2024. "Driving Global Innovation Convergence: Evidence of 104 Countries’ Productivity and Efficiencies of National Innovation System," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 18467-18494, December.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:4:d:10.1007_s13132-023-01728-5
    DOI: 10.1007/s13132-023-01728-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-023-01728-5
    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/s13132-023-01728-5?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. Simone Strambach, 2002. "Change in the Innovation Process: New Knowledge Production and Competitive Cities--The Case of Stuttgart," European Planning Studies, Taylor & Francis Journals, vol. 10(2), pages 215-231, March.
    2. Ulrich Schmoch, 2003. "Service marks as novel innovation indicator," Research Evaluation, Oxford University Press, vol. 12(2), pages 149-156, August.
    3. Sala-i-Martin, Xavier X, 1996. "The Classical Approach to Convergence Analysis," Economic Journal, Royal Economic Society, vol. 106(437), pages 1019-1036, July.
    4. Roman Stöllinger, 2013. "International spillovers in a world of technology clubs," FIW Working Paper series 114, FIW.
    5. Ray, Subhash C & Desli, Evangelia, 1997. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries: Comment," American Economic Review, American Economic Association, vol. 87(5), pages 1033-1039, December.
    6. 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.
    7. Fagerberg, Jan, 1987. "A technology gap approach to why growth rates differ," Research Policy, Elsevier, vol. 16(2-4), pages 87-99, August.
    8. Galor, Oded, 1996. "Convergence? Inferences from Theoretical Models," Economic Journal, Royal Economic Society, vol. 106(437), pages 1056-1069, July.
    9. Daron Acemoglu & Philippe Aghion & Claire Lelarge & John Van Reenen & Fabrizio Zilibotti, 2007. "Technology, Information, and the Decentralization of the Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1759-1799.
    10. Guan, Jiancheng & Chen, Kaihua, 2012. "Modeling the relative efficiency of national innovation systems," Research Policy, Elsevier, vol. 41(1), pages 102-115.
    11. Meindert Flikkema & Ard-Pieter De Man & Carolina Castaldi, 2014. "Are Trademark Counts a Valid Indicator of Innovation? Results of an In-Depth Study of New Benelux Trademarks Filed by SMEs," Industry and Innovation, Taylor & Francis Journals, vol. 21(4), pages 310-331, May.
    12. V Giménez & D Prior & C Thieme, 2007. "Technical efficiency, managerial efficiency and objective-setting in the educational system: an international comparison," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(8), pages 996-1007, August.
    13. Seck, Abdoulaye, 2012. "International technology diffusion and economic growth: Explaining the spillover benefits to developing countries," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 437-451.
    14. Engel, Dirk & Keilbach, Max, 2007. "Firm-level implications of early stage venture capital investment -- An empirical investigation," Journal of Empirical Finance, Elsevier, vol. 14(2), pages 150-167, March.
    15. Stöllinger, Roman, 2013. "International spillovers in a world of technology clubs," Structural Change and Economic Dynamics, Elsevier, vol. 27(C), pages 19-35.
    16. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    17. Jan Fagerberg & Bart Verspagen, 1996. "Heading for Divergence? Regional Growth in Europe Reconsidered," Journal of Common Market Studies, Wiley Blackwell, vol. 34(3), pages 431-448, September.
    18. Ching T Liao, 2020. "Laggards imitate, leaders innovate: the heterogeneous productivity effect of imitation versus innovation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(2), pages 375-394.
    19. Harvey Leibenstein, 1979. "X-Efficiency: From Concept to Theory," Challenge, Taylor & Francis Journals, vol. 22(4), pages 13-22, September.
    20. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    21. Freeman, Christopher & Soete, Luc, 2009. "Developing science, technology and innovation indicators: What we can learn from the past," Research Policy, Elsevier, vol. 38(4), pages 583-589, May.
    22. Jacques Mairesse & Pierre Mohnen, 2002. "Accounting for Innovation and Measuring Innovativeness: An Illustrative Framework and an Application," American Economic Review, American Economic Association, vol. 92(2), pages 226-230, May.
    23. Heidenreich, Martin, 2009. "Innovation patterns and location of European low- and medium-technology industries," Research Policy, Elsevier, vol. 38(3), pages 483-494, April.
    24. Mendonca, Sandro & Pereira, Tiago Santos & Godinho, Manuel Mira, 2004. "Trademarks as an indicator of innovation and industrial change," Research Policy, Elsevier, vol. 33(9), pages 1385-1404, November.
    25. Furman, Jeffrey L. & Hayes, Richard, 2004. "Catching up or standing still?: National innovative productivity among 'follower' countries, 1978-1999," Research Policy, Elsevier, vol. 33(9), pages 1329-1354, November.
    26. Page, John M, Jr, 1980. "Technical Efficiency and Economic Performance: Some Evidence from Ghana," Oxford Economic Papers, Oxford University Press, vol. 32(2), pages 319-339, July.
    27. Sonia Ben Slimane & Maarouf Ramadan, 2017. "Le système national d’innovation dans les pays du Maghreb : entre failles structurelles et besoin de coordination et de gouvernance appropriées," Innovations, De Boeck Université, vol. 0(2), pages 105-127.
    28. Cummins, J. David & Weiss, Mary A. & Xie, Xiaoying & Zi, Hongmin, 2010. "Economies of scope in financial services: A DEA efficiency analysis of the US insurance industry," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1525-1539, July.
    29. Nasierowski, W. & Arcelus, F. J., 1999. "Interrelationships among the elements of national innovation systems: A statistical evaluation," European Journal of Operational Research, Elsevier, vol. 119(2), pages 235-253, December.
    30. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    31. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    32. Barrios, Candelaria & Flores, Esther, 2019. "Club convergence in innovation activity across European regions," MPRA Paper 123486, University Library of Munich, Germany.
    33. Balaji S. Chakravarthy, 1986. "Measuring strategic performance," Strategic Management Journal, Wiley Blackwell, vol. 7(5), pages 437-458, September.
    34. Guan, Jian Cheng & Yam, Richard C.M. & Mok, Chiu Kam & Ma, Ning, 2006. "A study of the relationship between competitiveness and technological innovation capability based on DEA models," European Journal of Operational Research, Elsevier, vol. 170(3), pages 971-986, May.
    35. Arvanitis, Rigas & Zhao, Wei & Qiu, Haixiong & Xu, Jian-niu, 2006. "Technological learning in six firms in Southern China: success and limits of an industrialisation model," MPRA Paper 18553, University Library of Munich, Germany, revised 2006.
    36. Candelaria Barrios & Esther Flores & M. Ángeles Martínez, 2019. "Club convergence in innovation activity across European regions," Papers in Regional Science, Wiley Blackwell, vol. 98(4), pages 1545-1565, August.
    37. Nasierowski, W. & Arcelus, F. J., 2003. "On the efficiency of national innovation systems," Socio-Economic Planning Sciences, Elsevier, vol. 37(3), pages 215-234, September.
    38. Harold Fried & Shelton Schmidt & Suthathip Yaisawarng, 1999. "Incorporating the Operating Environment Into a Nonparametric Measure of Technical Efficiency," Journal of Productivity Analysis, Springer, vol. 12(3), pages 249-267, November.
    39. Kao, Chiang & Wu, Wann-Yih & Hsieh, Wen-Jen & Wang, Tai-Yue & Lin, Chinho & Chen, Liang-Hsuan, 2008. "Measuring the national competitiveness of Southeast Asian countries," European Journal of Operational Research, Elsevier, vol. 187(2), pages 613-628, June.
    40. Bauer, Paul W. & Berger, Allen N. & Ferrier, Gary D. & Humphrey, David B., 1998. "Consistency Conditions for Regulatory Analysis of Financial Institutions: A Comparison of Frontier Efficiency Methods," Journal of Economics and Business, Elsevier, vol. 50(2), pages 85-114, March.
    41. Pirela, Arnoldo & Rengifo, Rafael & Mercado, Alexis & Arvanitis, Rigas, 1993. "Technological learning and entrepreneurial behaviour: A taxonomy of the chemical industry in Venezuela," Research Policy, Elsevier, vol. 22(5-6), pages 431-453, November.
    42. Hipp, Christiane & Grupp, Hariolf, 2005. "Innovation in the service sector: The demand for service-specific innovation measurement concepts and typologies," Research Policy, Elsevier, vol. 34(4), pages 517-535, May.
    43. Luis Orea, 2002. "Parametric Decomposition of a Generalized Malmquist Productivity Index," Journal of Productivity Analysis, Springer, vol. 18(1), pages 5-22, July.
    44. Costas Azariadis & Allan Drazen, 1990. "Threshold Externalities in Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 501-526.
    45. Wennekers, Sander & Thurik, Roy, 1999. "Linking Entrepreneurship and Economic Growth," Small Business Economics, Springer, vol. 13(1), pages 27-55, August.
    46. Fabio Landini & Franco Malerba, 2017. "Public policy and catching up by developing countries in global industries: a simulation model," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 41(3), pages 927-960.
    47. Cai, Yuezhou, 2011. "Factors affecting the efficiency of the BRICSs' national innovation systems: A comparative study based on DEA and Panel Data Analysis," Economics Discussion Papers 2011-52, Kiel Institute for the World Economy (IfW Kiel).
    48. Gui-Diby, Steve Loris & Renard, Mary-Françoise, 2015. "Foreign Direct Investment Inflows and the Industrialization of African Countries," World Development, Elsevier, vol. 74(C), pages 43-57.
    49. Wei, Q. L. & Sun, Bruce & Xiao, Z. J., 1995. "Measuring technical progress with data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 80(3), pages 691-702, February.
    50. Hyeri Choi & Hangjung Zo, 2019. "Assessing the efficiency of national innovation systems in developing countries," Science and Public Policy, Oxford University Press, vol. 46(4), pages 530-540.
    51. Richard Nelson, 2004. "The challenge of building an effective innovation system for catch-up," Oxford Development Studies, Taylor & Francis Journals, vol. 32(3), pages 365-374.
    52. Ulrich Schmoch & Stephan Gauch, 2009. "Service marks as indicators for innovation in knowledge-based services," Research Evaluation, Oxford University Press, vol. 18(4), pages 323-335, October.
    53. Jon Zabala-Iturriagagoitia & Peter Voigt & Antonio Gutierrez-Gracia & Fernando Jimenez-Saez, 2007. "Regional Innovation Systems: How to Assess Performance," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 661-672.
    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. Zabala-Iturriagagoitia, Jon Mikel & Aparicio, Juan & Ortiz, Lidia & Carayannis, Elias G. & Grigoroudis, Evangelos, 2021. "The productivity of national innovation systems in Europe: Catching up or falling behind?," Technovation, Elsevier, vol. 102(C).
    2. Cutrini, Eleonora & Mendez, Carlos, 2023. "Convergence clubs and spatial structural change in the European Union," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 167-181.
    3. Sulekha Hembram & Souparna Maji & Sushil Kr. Haldar, 2019. "Club Convergence among the Major Indian States During 1982–2014: Does Investment in Human Capital Matter?," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 20(2), pages 184-204, September.
    4. Manfred M. Fischer & James P. LeSage, 2015. "A Bayesian space-time approach to identifying and interpreting regional convergence clubs in Europe," Papers in Regional Science, Wiley Blackwell, vol. 94(4), pages 677-702, November.
    5. Fulvio Castellacci, 2007. "Evolutionary And New Growth Theories. Are They Converging?," Journal of Economic Surveys, Wiley Blackwell, vol. 21(3), pages 585-627, July.
    6. Arfat Ahmad Sofi & Subash Sasidharan & Mohammad Younus Bhat, 2023. "Economic growth and club convergence: Is there a neighbour's effect?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2475-2494, July.
    7. Ghosh, Madhusudan & Ghoshray, Atanu & Malki, Issam, 2013. "Regional divergence and club convergence in India," Economic Modelling, Elsevier, vol. 30(C), pages 733-742.
    8. Barrios, Candelaria & Flores, Esther, 2019. "Club convergence in innovation activity across European regions," MPRA Paper 123486, University Library of Munich, Germany.
    9. Nicholas Apergis & Christina Christou & Stephen Miller, 2012. "Convergence patterns in financial development: evidence from club convergence," Empirical Economics, Springer, vol. 43(3), pages 1011-1040, December.
    10. Diego Aboal & Bibiana Lanzilotta & Martin Pereyra & Maria Paz Queraltó, 2020. "Regional Economic Development and Convergence Clubs in Uruguay," Documentos de Trabajo 17902, The Latin American and Caribbean Economic Association (LACEA).
    11. Cem Ertur & Julie Le Gallo & Catherine Baumont, 2006. "The European Regional Convergence Process, 1980-1995: Do Spatial Regimes and Spatial Dependence Matter?," International Regional Science Review, , vol. 29(1), pages 3-34, January.
    12. George Petrakos & Panagiotis Artelaris, 2009. "European Regional Convergence Revisited: A Weighted Least Squares Approach," Growth and Change, Wiley Blackwell, vol. 40(2), pages 314-331, June.
    13. Feng Li & Guangdong Li & Weishan Qin & Jing Qin & Haitao Ma, 2018. "Identifying Economic Growth Convergence Clubs and Their Influencing Factors in China," Sustainability, MDPI, vol. 10(8), pages 1-21, July.
    14. Fabio Mazzola & Pietro Pizzuto, 2020. "Great Recession and club convergence in Europe: A cross‐country, cross‐region panel analysis (2000–2015)," Growth and Change, Wiley Blackwell, vol. 51(2), pages 676-711, June.
    15. Stephen Dobson & Carlyn Ramlogan & Eric Strobl, 2006. "Why Do Rates Of Β‐Convergence Differ? A Meta‐Regression Analysis," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(2), pages 153-173, May.
    16. Matysiak, George & Olszewski, Krzysztof, 2019. "A Panel Analysis of Polish Regional Cities Residential Price Convergence in the Primary Market," MPRA Paper 94660, University Library of Munich, Germany.
    17. Long, N.V. & Wong, K.Y., 1996. "Endogenous Growth and International Trade: A Survey," Working Papers 96-07, University of Washington, Department of Economics.
    18. Charan van Krevel, 2023. "Why Cross-Country Convergence of Income is Unsustainable: Evidence from Inclusive Wealth in 140 Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 170(3), pages 847-875, December.
    19. Anang Budi Gunawan & Carlos Mendez & Shigeru Otsubo, 2021. "Provincial income convergence clubs in Indonesia: Identification and conditioning factors," Growth and Change, Wiley Blackwell, vol. 52(4), pages 2540-2575, December.
    20. Joseph Amankwah-Amoah & Stephen Kehinde Medase, 2024. "Extracting Innovation Value from Intellectual Property: Evidence from sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 8933-8967, June.

    More about this item

    Keywords

    National innovation system; Club convergence; TFP; Transition path; DEA; Missing data imputation;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • F0 - International Economics - - General
    • P5 - Political Economy and Comparative Economic Systems - - Comparative Economic Systems

    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:jknowl:v:15:y:2024:i:4:d:10.1007_s13132-023-01728-5. 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.