Using Data Envelopment Analysis to Analyze Academic Programs in a Business College

Authors

  • W. Brian Lambert Metropolitan State University of Denver
  • Ann Murphy Metropolitan State University of Denver
  • Abel A. Moreno Metropolitan State University of Denver

DOI:

https://doi.org/10.33423/jabe.v26i3.7147

Keywords:

business, economics, data envelopment analysis

Abstract

Business colleges must efficiently manage academic programs which lead to degrees in various majors. In this paper we illustrate how data envelopment analysis (DEA) can be applied to analyze the relative efficiency of how different academic programs transform students into graduates. Assuming a set of common inputs and outputs, we use this optimization technique to compare the programs, and identify those which assume a maximum level of relative efficiency. Our DEA analysis also enables the analyses of why some programs are relatively inefficient and provide specific, quantitative guidance on how to make them more efficient.

References

Agasisti, T., & Johnes, G. (2009). Beyond frontiers: Comparing the efficiency of higher education decision‐making units across more than one country. Education Economics, 17(1), 59–79.

Ahn, T., Arnold, V., Charnes, A., & Cooper, W.W. (1989). DEA and ratio efficiency analyses for public institutions of higher learning in Texas. Research in Governmental and Nonprofit Accounting,

(2), 165–185.

Athanassopoulos, A.D., & Shale, E. (1997). Assessing the comparative efficiency of higher education institutions in the UK by the means of data envelopment analysis. Education Economics, 5(2), 117–134.

Avkiran, N.K. (2001). Investigating technical and scale efficiencies of Australian universities through data envelopment analysis. Socio-economic Planning Sciences, 35(1), 57–80.

Banker, R.D., Charnes, A., Cooper, W.W., Swarts, J., & Thomas, D. (1989). An introduction to data envelopment analysis with some of its models and their uses. Research in Governmental and Nonprofit Accounting, 5(1), 125–163.

Beasley, J.E. (1989) Comparing university departments. Omega, 18(2), 171–183.

Chalos, P. (1997). An examination of budgetary inefficiency in education using data envelopment analysis. Financial Accountability & Management, 13(1), 55–69.

Charnes, A., Cooper, W.W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444.

Cook, W.D., & Seiford, L.M. (2009). Data envelopment analysis (DEA)–Thirty years on. European Journal of Operational Research, 192(1), 1–17.

Johnes, J. (2006). Data envelopment analysis and its application to the measurement of efficiency in higher education. Economics of Education Review, 25(3), 273–288.

Johnes, J., Portela, M., & Thanassoulis, E. (2017). Efficiency in education. Journal of the Operational Research Society, 68, 331–338.

Kao, C., & Hung, H.T. (2008). Efficiency analysis of university departments: An empirical study. Omega, 36(4), 653–664.

Kosor, M.M., Perovic, L.M., & Golem, S. (2019). Efficiency of public spending on higher education: A data envelopment analysis for EU-28. Problems of Education in the 21st Century, 77(3), 396.

Kuah, C.T., & Wong, K.Y. (2011). Efficiency assessment of universities through data envelopment analysis. Procedia Computer Science, 3, 499–506.

Liu, J.S., Lu, L.Y., Lu, W.M., & Lin, B.J. (2013). Data envelopment analysis 1978–2010: A citation-based literature survey. Omega, 41(1), 3–15.

Moreno, A.A., & Tadepalli, R. (2002). Assessing academic department efficiency at a public university. Managerial and Decision Economics, 23(7), 385–397.

Nyhan, R.C., & Martin, L.L. (1999). Comparative performance measurement: A primer on data envelopment analysis. Public Productivity & Management Review, 22(3), 348–364.

Witte, K.D., & López-Torres, L. (2017). Efficiency in education: A review of literature and a way forward. The Journal of the Operational Research Society, 68(4), 339–363.

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Published

2024-08-06

How to Cite

Lambert, W. B., Murphy, A., & Moreno, A. A. (2024). Using Data Envelopment Analysis to Analyze Academic Programs in a Business College. Journal of Applied Business and Economics, 26(3). https://doi.org/10.33423/jabe.v26i3.7147

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Articles