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Small Business Redefined: A Quasi-Linear Fuzzy Classification of Firm Size

Author

Listed:
  • Sasan Bakhtiari

    (School of Economics, The University of New South Wales)

Abstract

The quasi-linear fuzzy modelling of Filev (1991) is used to estimate the relationship between the number of managers and employees in a firm. The results form the basis for the classification of firms into small and large businesses. Application to a data of Australian firms shows an evolution episode during which firms are driven by various transitional forces. The composition of the transition region suggests that the 2011 small business tax-break cap set by Australian Taxation Office falls short of fully supporting growth as intended. The implications pave the way for improvement to the business tax code aiming at growth and job creation.

Suggested Citation

  • Sasan Bakhtiari, 2012. "Small Business Redefined: A Quasi-Linear Fuzzy Classification of Firm Size," Discussion Papers 2012-24, School of Economics, The University of New South Wales.
    • Handle: RePEc:swe:wpaper:2012-24
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    File URL: http://research.economics.unsw.edu.au/RePEc/papers/2012-24.pdf
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    References listed on IDEAS

    as
    1. Broersma, Lourens & Gautier, Pieter, 1997. "Job Creation and Job Destruction by Small Firms: An Empirical Investigation for the Dutch Manufacturing Sector," Small Business Economics, Springer, vol. 9(3), pages 211-224, June.
    2. Zoltan J. Acs & David B. Audretsch, 2008. "Innovation in Large and Small Firms: An Empirical Analysis," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 1, pages 3-15, Edward Elgar Publishing.
    3. John C. Haltiwanger & Ron S. Jarmin & Javier Miranda, 2010. "Who Creates Jobs? Small vs. Large vs. Young," NBER Working Papers 16300, National Bureau of Economic Research, Inc.
    4. David Neumark & Brandon Wall & Junfu Zhang, 2011. "Do Small Businesses Create More Jobs? New Evidence for the United States from the National Establishment Time Series," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 16-29, August.
    5. Oliver E. Williamson, 1967. "Hierarchical Control and Optimum Firm Size," Journal of Political Economy, University of Chicago Press, vol. 75(2), pages 123-123.
    6. Sasan Bakhtiari, 2011. "Size Evolution and Outsourcing: Theory and Evidence from Australian Manufacturing," Discussion Papers 2012-08, School of Economics, The University of New South Wales.
    7. Matthew Barnes & Jonathan Haskel, 2002. "Job Creation, Job Destruction and the Contribution of Small Businesses: Evidence for UK Manufacturing," Working Papers 461, Queen Mary University of London, School of Economics and Finance.
    8. Matthew Barnes & Jonathan Haskel, 2002. "Job Creation, Job Destruction and the Contribution of Small Businesses: Evidence for UK Manufacturing," Working Papers 461, Queen Mary University of London, School of Economics and Finance.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    fuzzy logic; small business; job creation; business taxation.;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • D23 - Microeconomics - - Production and Organizations - - - Organizational Behavior; Transaction Costs; Property Rights
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies

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