IDEAS home Printed from https://ideas.repec.org/a/wsi/ijmpcx/v27y2016i12ns0129183116501515.html
   My bibliography  Save this article

Coarse-graining the input of education and R&D in China

Author

Listed:
  • Zhuo-Ming Ren

    (Department of Physics, University of Fribourg, Chemin du Musée 3, CH-1700, Fribourg, Switzerland)

  • Yixiu Kong

    (Department of Physics, University of Fribourg, Chemin du Musée 3, CH-1700, Fribourg, Switzerland)

Abstract

Coarse-grained analysis enhances our understanding of complex processes such as physical procedures, economic complexity. We collect the data sets from 31 regions of China in terms of the gross regional domestic product (GRDP) and the expense invested in Education and R&D between 1998 and 2013, then employ the coarse-grained method to analyze the causal direction according to the cross-section data with time-series information. Specifically, the empirical results suggest that the share of the GRDP invested in Education and R&D in large time scale reveals a dynamical process due to economic complexity, but limits around to base lines.

Suggested Citation

  • Zhuo-Ming Ren & Yixiu Kong, 2016. "Coarse-graining the input of education and R&D in China," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 27(12), pages 1-8, December.
  • Handle: RePEc:wsi:ijmpcx:v:27:y:2016:i:12:n:s0129183116501515
    DOI: 10.1142/S0129183116501515
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S0129183116501515
    Download Restriction: Access to full text is restricted to subscribers

    File URL: https://libkey.io/10.1142/S0129183116501515?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. Robert J. Barro, 1998. "Determinants of Economic Growth: A Cross-Country Empirical Study," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522543, April.
    2. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    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. Måns Söderbom & Francis Teal, 2003. "Openness and human capital as sources of productivity growth: An empirical investigation," CSAE Working Paper Series 2003-06, Centre for the Study of African Economies, University of Oxford.
    2. Aysit Tansel & Ceyhan Ozturk & Erkan Erdil, 2021. "The Impact of Body Mass Index on Growth, Schooling, Productivity, and Savings: A Cross-Country Study," Koç University-TUSIAD Economic Research Forum Working Papers 2118, Koc University-TUSIAD Economic Research Forum.
    3. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    4. Chenggang Xu & Haizhou Huang, 1999. "Institutions, Innovations, and Growth," American Economic Review, American Economic Association, vol. 89(2), pages 438-443, May.
    5. Osiris Jorge Parcero & James Christopher Ryan, 2017. "Becoming a Knowledge Economy: the Case of Qatar, UAE, and 17 Benchmark Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(4), pages 1146-1173, December.
    6. Moaniba, Igam M. & Su, Hsin-Ning & Lee, Pei-Chun, 2019. "On the drivers of innovation: Does the co-evolution of technological diversification and international collaboration matter?," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    7. Celine Bonnefond, 2014. "Growth Dynamics And Conditional Convergence Among Chinese Provinces: A Panel Data Investigation Using System Gmm Estimator," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 1-25, December.
    8. Sheereen Fauzel* & Boopen Seetanah & RV Sannassee, 2015. "Foreign direct investment and welfare nexus in sub Saharan Africa," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(4), pages 271-283, October-D.
    9. Hoffmann, Sarah, 2010. "Schulabbrecher in Deutschland - eine bildungsstatistische Analyse mit aggregierten und Individualdaten," Discussion Papers 71, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    10. Jaunky, V.C & Khadaroo, A.J., 2008. "Health Care Expenditure And Gdp: An African Perspective," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 8(1), pages 131-146.
    11. Michael Peneder & Karl Aiginger & Gernot Hutschenreiter & Markus Marterbauer, 2001. "Structural Change and Economic Growth," WIFO Studies, WIFO, number 20668, April.
    12. 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.
    13. Ali, Sharafat & Ahmad, Najid, 2013. "Human Capital and Poverty in Pakistan: Evidence from the Punjab Province," MPRA Paper 48876, University Library of Munich, Germany, revised Aug 2013.
    14. Fernando Barreiro-Pereira, 2004. "Spatial effects on technical progress: growth, and convergence among countries," ERSA conference papers ersa04p278, European Regional Science Association.
    15. Lee, Jim, 2011. "Export specialization and economic growth around the world," Economic Systems, Elsevier, vol. 35(1), pages 45-63, March.
    16. Yasir Khan & Attiya Yasmin Javid, 2015. "The Impact of Formal and Informal Institutions on Economic Performance: A Cross-Country Analysis," PIDE-Working Papers 2015:130, Pakistan Institute of Development Economics.
    17. Oketch, Moses O., 2006. "Determinants of human capital formation and economic growth of African countries," Economics of Education Review, Elsevier, vol. 25(5), pages 554-564, October.
    18. Robert J. Barro, 2013. "Education and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(2), pages 301-328, November.
    19. Forssbaeck, Jens & Oxel, Lars, 2014. "The Multi-Faceted Concept of Transparency," Working Paper Series 1013, Research Institute of Industrial Economics.
    20. Chi, Meiqing & Muhammad, Sulaman & Khan, Zeeshan & Ali, Shahid & Li, Rita Yi Man, 2021. "Is centralization killing innovation? The success story of technological innovation in fiscally decentralized countries," Technological Forecasting and Social Change, Elsevier, vol. 168(C).

    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:wsi:ijmpcx:v:27:y:2016:i:12:n:s0129183116501515. 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: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/ijmpc/ijmpc.shtml .

    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.