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Linear regression model as a tool for measuring organizational capital

Author

Listed:
  • Roman Fiala

    (The College of Polytechnics Jihlava)

  • Jana Borůvková

    (The College of Polytechnics Jihlava)

Abstract

The authors´ goal was to create a model suitable for measuring organization capital, that is to say a model with high coefficient of determination, in which coefficients of all regressors and the intercept are statistical significant. Three linear regression models for the years 2006, 2007 and 2008 of roughly 270 companies based in the Vysočina region were produced by means of the Forward and Backward Stepwise methods, on the basis of company information. Low p-levels (approaching 0) show the statistical significance of all the regression coefficients, including the intercept and their p-levels, are 0.048, 0.010 and 0.032 in this order. In all of the three years it was proved through the level of significance of 0.05 that all three independent variables, as well as the intercept, influence the dependent variable. This intercept determines the level of organizational capital of a company. The suitability of the used model is also supported by the fact that coefficients of determination reach high values (more than 0.93 for 2006 and more than 0.94 for 2007 and 2008). This article is a part of the results of the project no. 402/09/2057 „Measurement and management of the intangible assets impact on enterprise performance“ financed by Czech Science Foundation.

Suggested Citation

  • Roman Fiala & Jana Borůvková, 2011. "Linear regression model as a tool for measuring organizational capital," Acta Universitatis Bohemiae Meridionales, University of South Bohemia in Ceske Budejovice, vol. 14(1), pages 7-13.
    • Handle: RePEc:boh:actaub:v:14:y:2011:i:1:p:7-13
    DOI: 10.32725/acta.2011.001
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