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Exploring Greek innovation activities: the adoption of generalized linear models


  • Halkos, George


In this paper we examine the innovative performance of Greek firms in terms of the women participation in research and technological development. For this reason we rely on the final results of a research project on women in innovation, technology and science, based on 279 questionnaires selected on a two years time period (2004-2006). Concerning the female participation in innovations a number of variables are used, like the total number of women employees by age, by education level, by firm size and by sector, as well as women in product and in process innovations, their position in the firm (owner, manager) and finally equality in job enrichment, in salary, in education–training and in promotion. Apart of presenting the empirical results relying on the analysis of the data collected by the survey to the Greek enterprises, we use the collecting variables in an econometric formulation using logistic regression and extracting the associated probabilities for implementing innovations. For this reason, first the General Linear Model (GLIM) is introduced and statistical inference and estimation problems are discussed. Then the Logit Model is presented under the theoretical framework of the Generalized Linear Models (GLIM), while some theoretical inside is extended with a number of suggested propositions and theorems.

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  • Halkos, George, 2010. "Exploring Greek innovation activities: the adoption of generalized linear models," MPRA Paper 24392, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:24392

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    References listed on IDEAS

    1. Tsangyao Chang, 2002. "Financial development and economic growth in Mainland China: a note on testing demand-following or supply-leading hypothesis," Applied Economics Letters, Taylor & Francis Journals, vol. 9(13), pages 869-873.
    2. Da Rin, Marco & Hellmann, Thomas, 2002. "Banks as Catalysts for Industrialization," Journal of Financial Intermediation, Elsevier, vol. 11(4), pages 366-397, October.
    3. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    4. Roger Atindehou & Jean Pierre Gueyie & Edoh Kossi Amenounve, 2005. "Financial intermediation and economic growth: evidence from Western Africa," Applied Financial Economics, Taylor & Francis Journals, vol. 15(11), pages 777-790.
    5. John Thornton, 1996. "Financial deepening and economic growth in developing economics," Applied Economics Letters, Taylor & Francis Journals, vol. 3(4), pages 243-246.
    6. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series,in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.), Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084 Central Bank of Chile.
    7. Demetriades, Panicos O. & Hussein, Khaled A., 1996. "Does financial development cause economic growth? Time-series evidence from 16 countries," Journal of Development Economics, Elsevier, vol. 51(2), pages 387-411, December.
    8. Arestis, Philip & Demetriades, Panicos O, 1997. "Financial Development and Economic Growth: Assessing the Evidence," Economic Journal, Royal Economic Society, vol. 107(442), pages 783-799, May.
    9. Buffie, Edward F., 1984. "Financial repression, the new structuralists, and stabilization policy in semi-industrialized economies," Journal of Development Economics, Elsevier, vol. 14(3), pages 305-322, April.
    10. van Wijnbergen, Sweder, 1983. "Credit policy, inflation and growth in a financially repressed economy," Journal of Development Economics, Elsevier, vol. 13(1-2), pages 45-65.
    11. Mouawiya Al-Awad & Nasri Harb, 2005. "Financial development and economic growth in the Middle East," Applied Financial Economics, Taylor & Francis Journals, vol. 15(15), pages 1041-1051.
    12. Fry, Maxwell J, 1978. "Money and Capital or Financial Deepening in Economic Development?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 10(4), pages 464-475, November.
    13. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
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    More about this item


    Innovation; Entrepreneurship; Competitiveness; Diversity;

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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