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Fixed effects models to assess the effectiveness of entrepreneurial diversification strategy in SMEs

Author

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  • Elena Druica

    (University of Bucharest, Faculty of Business and Administration)

  • Ana-Maria Grigore

    (University of Bucharest, Faculty of Business and Administration)

Abstract

The purpose of this paper is to analyze the business environment, before and after 2009, and see if the divesification strategy for types of activity, chosen by Romanian SMEs, was efficient, similarly to porfolio divesification. We explore multiple types of models aiming to differentiate between two categories of companies: those with only one type of activity and those who kept their options open by having multiple types of activities. The studied companies are from the Bucharest-Ilfov metropolitan area, the variables taken into consideration are profit, number of employees, geographical position, type of activity, revenues, losses, and the time period is 2000-2012, so as to properly capture the events in 2008 without straying too far from that point in time. We fitted fixed linear regression models for panel data, with and without an interaction variable to represent the crysis, as a dummy variable, and the total number of companies as a proxy variable for the level of competition in a certain type of activity and geographical position. As a matter of expectations, we departred from a similarity with the portfolio theory, and anticipated that we ought to find significant differences in favor of those companies which allow themselves multiple types of activities, more exactly the second category. The results confirmed that there are many differences between the two categories, that companies with multiple types of activity have not been affected by the crysis as much, and they seem to have more stable profits.

Suggested Citation

  • Elena Druica & Ana-Maria Grigore, 2017. "Fixed effects models to assess the effectiveness of entrepreneurial diversification strategy in SMEs," Romanian Statistical Review, Romanian Statistical Review, vol. 65(1), pages 39-55, March.
  • Handle: RePEc:rsr:journl:v:65:y:2017:i:1:p:39-55
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    References listed on IDEAS

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    1. Justin J.P. Jansen & Zeki Simsek & Qing Cao, 2012. "Ambidexterity and performance in multiunit contexts: Cross‐level moderating effects of structural and resource attributes," Strategic Management Journal, Wiley Blackwell, vol. 33(11), pages 1286-1303, November.
    2. David B. Audretsch (ed.), 2006. "Entrepreneurship, Innovation and Economic Growth," Books, Edward Elgar Publishing, number 4130.
    3. Klepper, Steven, 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," American Economic Review, American Economic Association, vol. 86(3), pages 562-583, June.
    4. Audretsch, David B. & Keilbach, Max C. & Lehmann, Erik E., 2006. "Entrepreneurship and Economic Growth," OUP Catalogue, Oxford University Press, number 9780195183511.
    5. Marcus DEJARDIN, 2001. "Entrepreneurship and Economic Growth: An Obvious Conjunction?," Development and Comp Systems 0110010, University Library of Munich, Germany.
    6. Dan Armeanu & Nicolae Istudor & Leonard Lache, 2015. "The Role of SMEs in Assessing the Contribution of Entrepreneurship to GDP in the Romanian Business Environment," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 17(38), pages 195-195, February.
    7. Dirk Clercq & Narongsak Thongpapanl & Dimo Dimov, 2014. "Contextual ambidexterity in SMEs: the roles of internal and external rivalry," Small Business Economics, Springer, vol. 42(1), pages 191-205, January.
    8. Liviu Ciucan-Rusu & Zsuzsanna Katalin Szabo, 2013. "The Pyramid of Entrepreneurship in Romania: Towards New Approach," Springer Books, in: Veland Ramadani & Robert C. Schneider (ed.), Entrepreneurship in the Balkans, edition 127, pages 269-292, Springer.
    9. Zoltán J. Ács & László Szerb & Erkko Autio, 2013. "Global Entrepreneurship and Development Index 2013," Books, Edward Elgar Publishing, number 14236.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    fixed effects models; models with interaction term; panel data; SMEs; Romania; economic crisis; entrepreneurial strategies;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

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