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SELECTION BIAS AND ENDOGENEITY ISSUES ON THE RELATIONSHIP BETWEEN INFORMATION TECHNOLOGY AND FIRM PERFORMANCE
Florida Int Univ, Sch Accounting, Miami, FL 33199 USA .
Mid Sweden University, Faculty of Human Sciences, Department of Social Sciences.
2011 (English)In: Advances in Management Accounting / [ed] Epstein, M; Lee, J, Bingley, England: Emerald Group Publishing Limited, 2011, p. 109-131Chapter in book (Refereed)
Abstract [en]

This study extends prior research on the relation between information technology (IT) and firm performance by using both univariate and multivariate econometric models to assess the hypothesized relationships. Additionally, sample selection bias and endogeneity are examined to determine their effect, if any, on the results. The univariate results indicate that, on average, IT leaders outperform non-IT leaders. After controlling for sample selection bias and endogeneity, using Wooldridge (2002) 2SLS-IV, the coefficient of the endogenous variable is higher than suggested by ordinary least squares estimation and the Hausman F-Test is significant, indicating that the relationship between IT and firm performance is endogenous. Thus, it is important to control for sample selection bias and endogeneity to properly estimate the relationship between IT and firm performance.

Place, publisher, year, edition, pages
Bingley, England: Emerald Group Publishing Limited, 2011. p. 109-131
Series
Advances in Management Accounting, ISSN 1474-7871 ; 19
Keywords [en]
Information technology; selection bias; endogeneity; performance
National Category
Business Administration
Identifiers
URN: urn:nbn:se:miun:diva-16294DOI: 10.1108/S1474-7871(2011)0000019011ISI: 000290946500006ISBN: 978-0-85724-817-6 (print)OAI: oai:DiVA.org:miun-16294DiVA, id: diva2:528277
Available from: 2012-05-24 Created: 2012-05-24 Last updated: 2012-05-24Bibliographically approved

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Jacobs, Fred A.

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CiteExportLink to record
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Citation style
  • apa
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  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
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Output format
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  • asciidoc
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