IDEAS home Printed from https://ideas.repec.org/p/zbw/hwwirp/144.html
   My bibliography  Save this paper

Towards a new measure of a country's competitiveness: applying canonical correlation

Author

Listed:
  • Wenzel, Lars
  • Wolf, André

Abstract

This paper proposes a new approach for creating country indices and applies it to the construction of an index ranking countries according to their current level of competitiveness in international goods exchange. Existing indices largely assign equal or in some other way arbitrary weights to their single indicators regardless of the information contained. By applying the so far neglected method of canonical correlation analysis, we obtain index weights which are themselves transparent outcomes of the data structure. In doing this, we consider competitiveness as a multidimensional concept which can be proxied by export volumes as well as inflows of capital and labour. Weights for these index components are derived based on their correlation with a set of development indicators. In this way, components are assigned larger weights which reflect to a larger degree the state of institutional quality and to a smaller degree exogenous first-nature advantage. As a consequence, the weight of capital inflows turns out to be driven to zero.

Suggested Citation

  • Wenzel, Lars & Wolf, André, 2013. "Towards a new measure of a country's competitiveness: applying canonical correlation," HWWI Research Papers 144, Hamburg Institute of International Economics (HWWI).
  • Handle: RePEc:zbw:hwwirp:144
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/88184/1/772827117.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Høyland, Bjørn & Moene, Karl & Willumsen, Fredrik, 2012. "The tyranny of international index rankings," Journal of Development Economics, Elsevier, vol. 97(1), pages 1-14.
    2. Ravi Pappu & Pascale G Quester & Ray W Cooksey, 2007. "Country image and consumer-based brand equity: relationships and implications for international marketing," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(5), pages 726-745, September.
    3. Giuseppe Nicoletti & Stefano Scarpetta & Olivier Boylaud, 2000. "Summary Indicators of Product Market Regulation with an Extension to Employment Protection Legislation," OECD Economics Department Working Papers 226, OECD Publishing.
    4. Zhiqiang Liu & Fue Zeng & Chenting Su, 2009. "Does Relationship Quality Matter in Consumer Ethical Decision Making? Evidence from China," Journal of Business Ethics, Springer, vol. 88(3), pages 483-496, 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. Acar, Mustafa & Afyonoglu, Burcu & Kus, Savas & Vural, Bengisu, 2007. "Turkey’s Agricultural Integration with the EU: Quantifying the Implications," Conference papers 331657, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    2. Ulas Akkucuk & Javed Esmaeili, 2016. "The Impact of Brands on Consumer Buying Behavior," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 5(4), pages 01-16, July.
    3. Mariateresa Ciommi & Chiara Gigliarano & Francesco M. Chelli & Mauro Gallegati, 2022. "It is the Total that Does [Not] Make the Sum: Nature, Economy and Society in the Equitable and Sustainable Well-Being of the Italian Provinces," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(2), pages 491-522, June.
    4. Andrea Saltelli, 2007. "Composite Indicators between Analysis and Advocacy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(1), pages 65-77, March.
    5. Christopher A. Pissarides, 2003. "Unemployment in Britain: A European Success Story," CESifo Working Paper Series 981, CESifo.
    6. Hertrich Markus, 2019. "A Novel Housing Price Misalignment Indicator for Germany," German Economic Review, De Gruyter, vol. 20(4), pages 759-794, December.
    7. Ansgar Belke & Rainer Fehn, "undated". "Institutions and Structural Unemployment: Do Capital-Market Imperfections Matter?," German Working Papers in Law and Economics 2001-default/2001/1-1008, Berkeley Electronic Press.
    8. Hu, Xiaolu & Shi, Jing & Wang, Lafang & Yu, Jing, 2020. "Foreign ownership in Chinese credit ratings industry: Information revelation or certification?," Journal of Banking & Finance, Elsevier, vol. 118(C).
    9. Giuseppe Bertola, 2004. "Creaking Labour Markets: Migrating into Unemployment?," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 5(3), pages 48-52, September.
    10. Pascal Petit, 2010. "Innovation and Services: On Biases and Beyond," Chapters, in: Faïz Gallouj & Faridah Djellal (ed.), The Handbook of Innovation and Services, chapter 17, Edward Elgar Publishing.
    11. Chen Yu-Fu & Funke Michael, 2004. "Working Time and Employment Under Uncertainty," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 8(3), pages 1-23, September.
    12. Gogodze, Joseph, 2013. "Composite indicator for regional innovative systems of the countries with developing and transitional economy," MPRA Paper 43911, University Library of Munich, Germany.
    13. Fay, Marianne & De Rosa, Donato & Pauna, Catalin, 2008. "Product Market Regulation in Romania: A Comparison with OECD Countries - Part II," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 5(3), pages 5-29, September.
    14. Vincenzo Atella & Lorenzo Carbonari, 2017. "Is gerontocracy harmful for growth? A comparative study of seven European countries," Journal of Applied Economics, Universidad del CEMA, vol. 20, pages 141-168, May.
    15. Chris Tofallis, 2013. "An automatic-democratic approach to weight setting for the new human development index," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1325-1345, October.
    16. Roberto M. Samaniego, 2008. "Entry, Exit and Business Cycles in a General Equilibrium Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(3), pages 529-541, July.
    17. Chen, Yu-Fu & Funke, Michael, 2002. "Exchange Rate Uncertainty and Labour Market Adjustment under Fixed and Flexible Exchange Rates," Discussion Paper Series 26287, Hamburg Institute of International Economics.
    18. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    19. Gary Burtless, 2002. "Can Supply-Side policies Reduce unemployment? Lessons from North America," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 5(2), pages 115-142, June.
    20. Johannes Hörner & L. Rachel Ngai & Claudia Olivetti, 2007. "Public Enterprises And Labor Market Performance," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(2), pages 363-384, May.

    More about this item

    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:zbw:hwwirp:144. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/hwwiide.html .

    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.