Skip to main content

Revisiting Economies of Scale and Scope in Higher Education

  • Chapter
  • First Online:
Higher Education: Handbook of Theory and Research

Part of the book series: Higher Education: Handbook of Theory and Research ((HATR,volume 33))

Abstract

In this chapter, we examine the range of methods used by researchers to assess economies of scale and scope in higher education. We begin by providing some context for why researchers and policy makers are interested in the relationship between an institution’s size and scope and their cost per unit of output. We then provide an explanation of the alternative methods that have been used in studies, the advantages and disadvantages of each method, and how they can be applied to different types of institutions. Next, we conduct a thorough review of the empirical literature on higher education. Finally, we use more current data from the 2012–2013 academic year on institutional finances to reexamine whether there are economies of scale and/or scope in higher education. Our findings show that across methods and sectors there is clear evidence of economies of scale, and that the results for economies of scope are more mixed due to methodological challenges with the models.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 109.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 139.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 199.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    Public service is usually omitted from consideration due to the lack of data on service outputs. Nonetheless, it is arguably an important part of an institution’s production function.

  2. 2.

    It is common in these optimization problems to focus on the decision variables K and L and set aside the shadow price parameter τ. This value reflects the change in the production function on optimization.

  3. 3.

    The marginal costs shown in this illustration are slightly different from what is obtained by taking the partial derivative of the total cost function. The partial derivative formula shows the change in total costs due to a one-unit increase in output, whereas the illustration in Table 8.1 shows the change in total costs due to a 1000-unit increase in output.

  4. 4.

    Estimated total cost is affected by all of the linear, quadratic, and interaction terms involving Q 1 .

  5. 5.

    The Carnegie classifications were based on number of degrees awarded by level and research dollars. Two-year associate institutions were defined as having a Carnegie classification code of 40 (“Associate’s Colleges”). Four-year teaching-oriented institutions had a Carnegie classification code of either 31 (“Baccalaureate Colleges – Liberal Arts”), 32 (“Baccalaureate Colleges – General”), or 33 (“Baccalaureate/Associate’s Colleges”). Four-year research-oriented institutions had a Carnegie classification code of either 15 (“Doctoral/Research Universities – Extensive”), 16 (“Doctoral/Research Universities – Intensive”), 21 (“Master’s Colleges and Universities I”), or 22 (“Master’s Colleges and Universities II”).

  6. 6.

    We only used mathematics scores due to its high correlation with reading scores.

  7. 7.

    The average cost-minimizing output was found by taking the partial derivative of average cost in the third model with respect to enrollments, setting this derivative equal to zero, and solving for FTE enrollments.

  8. 8.

    The marginal cost equation for model (1), for example, is therefore written as: ∂TC/∂Q = 6.632 + (2)(−0.000037)Q + 0.059 ∗ AvgSal, where AvgSal = average faculty salary.

References

  • Agasisti, T., & Bianco, A. (2007). Cost structure of Italian public universities: An empirical analysis. Higher Education in Europe, 32, 261–275.

    Article  Google Scholar 

  • Agasisti, T., & Johnes, G. (2015). Efficiency, costs, rankings and heterogeneity: The case of US higher education. Studies in Higher Education, 40, 60–82.

    Article  Google Scholar 

  • Baumol, W., Panzar, J., & Willig, D. (1982). Contestable markets and the theory of industry structure. New York: Harcourt and Brace Jovanovich.

    Google Scholar 

  • Bowen, H. (1980). The costs of higher education. San Francisco: Jossey-Bass Publishers.

    Google Scholar 

  • Brewer, D., Gates, S., & Goldman, C. (2002). In pursuit of prestige: Strategy and competition in U.S. higher education. Piscataway, NJ: Transaction Publishers.

    Google Scholar 

  • Brinkman, P. (1990). Higher education cost functions. In S. Hoenack & E. Collins (Eds.), The economics of American universities: Management, operations, and fiscal environment. New York: State University of New York Press.

    Google Scholar 

  • Brinkman, P., & Leslie, L. (1986). Economies of scale in higher education: Sixty years of research. Review of Higher Education, 10, 1–28.

    Article  Google Scholar 

  • Cohn, E., & Cooper, S. (2004). Multi-product cost functions for universities: Economies of scale and scope. In G. Johnes & J. Johnes (Eds.), The international handbook on the economics of education (pp. 579–612). Northampton, MA: Edward Elgar Publishing.

    Google Scholar 

  • Cohn, E., Rhine, S., & Santos, M. (1989). Institutions of higher education as multi-product firms: Economies of scale and scope. The Review of Economics and Statistics, 71, 284–290.

    Article  Google Scholar 

  • de Groot, H., McMahon, W., & Volkwein, J. (1991). The cost structure of American research universities. The Review of Economics and Statistics, 73, 424–431.

    Article  Google Scholar 

  • Dundar, H., & Lewis, D. (1995). Departmental productivity in American universities: Economies of scale and scope. Economics of Education Review, 14, 119–144.

    Article  Google Scholar 

  • Fu, T., Huang, C., & Tien, F. (2008). University cost structure in Taiwan. Contemporary Economic Policy, 26, 651–662.

    Google Scholar 

  • Getz, M., Siegfried, J., & Zhang, H. (1991). Estimating economies of scale in higher education. Economics Letters, 37, 203–208.

    Article  Google Scholar 

  • Hashimoto, K., & Cohn, E. (1997). Economies of scale and scope in Japanese private universities. Education Economics, 5, 107–115.

    Article  Google Scholar 

  • Izadi, H., Johnes, G., Oskrochi, R., & Crouchley, R. (2002). Stochastic frontier estimation of a CES cost function: The case of higher education in Britain. Economics of Education Review, 21, 63–71.

    Google Scholar 

  • James, E. (1978). Product mix and cost disaggregation: A reinterpretation of the economics of higher education. Journal of Human Resources, 13, 157–186.

    Article  Google Scholar 

  • Jaquette, O., & Parra, E. (2014). Using IPEDS for panel analyses: Core concepts, data challenges, and empirical applications. In M. B. Paulsen (Ed.), Higher education: Handbook of theory and research (Vol. 29, pp. 467–533). Dordrecht, The Netherlands: Springer.

    Chapter  Google Scholar 

  • Johnes, G. (1996). Multi-product cost organisations and the funding of tuition in UK universities. Applied Economic Letters, 3, 557–561.

    Article  Google Scholar 

  • Johnes, G. (1997). Cost and industrial structure in contemporary British higher education. Economic Journal, 107, 727–737.

    Article  Google Scholar 

  • Johnes, G. (1998). The costs of multi-product organisations and the heuristic evaluation of industrial structure. Socio-Economic Planning Sciences, 32, 199–209.

    Article  Google Scholar 

  • Johnes, G., & Johnes, J. (2009). Higher education institutions’ costs and efficiency: Taking the decomposition a further step. Economics of Education Review, 28, 107–113

    Google Scholar 

  • Johnes, G., Johnes, J., & Thanassoulis, E. (2008). An analysis of costs in institutions of higher education in England. Studies in Higher Education, 33, 527–549.

    Article  Google Scholar 

  • Johnes, G., & Schwarzenberger, A. (2011). Differences in cost structure and the evaluation of efficiency: The case of German universities. Education Economics, 19, 487–499.

    Article  Google Scholar 

  • Johnes, G., & Velasco, M. S. (2007). The determinants of costs and efficiencies where producers are heterogeneous: The case of Spanish universities. Economics Bulletin, 4, 1–9.

    Article  Google Scholar 

  • Koshal, R., & Koshal, M. (1995). Quality and economies of scale in higher education. Applied Economics, 27, 773–778.

    Article  Google Scholar 

  • Koshal, R., & Koshal, M. (1999). Economies of scale and scope in higher education: A case of comprehensive universities. Economics of Education Review, 18, 269–277.

    Article  Google Scholar 

  • Koshal, R., & Koshal, M. (2000). Do liberal arts colleges exhibit economies of scale and scope? Education Economics, 8, 209–220.

    Article  Google Scholar 

  • Koshal, R., Koshal, M., & Gupta, A. (2001). Multi-product total cost function for higher education: A case of bible colleges. Economics of Education Review, 20, 297–303.

    Article  Google Scholar 

  • Laband, D., & Lentz, B. (2003). New estimates of economies of scale and scope in higher education. Southern Economic Journal, 70, 172–183.

    Article  Google Scholar 

  • Laband, D., & Lentz, B. (2004). Do costs differ between for-profit and not-for-profit producers of higher education? Research in Higher Education, 45, 429–441.

    Article  Google Scholar 

  • Lenton, P. (2008). The cost structure of higher education in further education colleges in England. Economics of Education Review, 27, 471–482.

    Article  Google Scholar 

  • Lewis, D., & Dundar, H. (1995). Economies of scale and scope in Turkish universities. Education Economics, 3(2), 133–157.

    Article  Google Scholar 

  • Lewis, D., & Dundar, H. (2001). Costs and productivity in higher education: Theory, evidence, and policy implications. In M. B. Paulsen & J. C. Smart (Eds.), The finance of higher education: Theory, research, policy & practice (pp. 133–192). New York: Agathon Press.

    Google Scholar 

  • Mamun, S. (2012). Stochastic estimation of cost frontier: Evidence form Bangladesh. Education Economics, 20, 211–227.

    Article  Google Scholar 

  • Mangoldt, H. (1863). The exchange ratio of goods. Translated by E. Henderson from Grundriss der volkswirtschaftslehre, Stuttgart: Engelhorn. In International Economic Papers, No. 11 (pp. 32–59). London: Macmillan, 1962.

    Google Scholar 

  • Maynard, J. (1971). Some microeconomics of higher education. Lincoln, NE: University of Nebraska Press.

    Google Scholar 

  • Mayo, J. (1984). Multiproduct monopoly, regulation, and firm costs. Southern Economic Journal, 51, 208–219.

    Article  Google Scholar 

  • Middlebrook, W., et al. (1955). California and western conference cost and statistical study. Berkeley, CA: University of California.

    Google Scholar 

  • Moore, F. (1959). Economies of scale: Some statistical evidence. Quarterly Journal of Economics, 73, 232–245.

    Article  Google Scholar 

  • Nelson, R., & Hevert, K. T. (1992). Effects of class size on economies of scale and marginal costs in higher education. Applied Economics, 24(5), 473.482.

    Article  Google Scholar 

  • Panzar, J., & Willig, R. (1977). Economies of scale in multi-output production. The Quarterly Journal of Economics, 91, 481–493.

    Article  Google Scholar 

  • Paulsen, M. (1989). Estimating instructional cost functions at small independent colleges. Journal of Education Finance, 15, 53–66.

    Google Scholar 

  • Paulsen, M., & Smart, J. (Eds.). (2001). The finance of higher education: Theory, research, policy & practice. New York: Agathon Press.

    Google Scholar 

  • Pfouts, R. (1961). The theory of cost and production in the multi-product firm. Econometrica, 29, 650–658.

    Article  Google Scholar 

  • Pindyck, R., & Rubinfeld, D. (1989). Microeconomics. New York: Macmillan Publishing Company.

    Google Scholar 

  • Reeves, R., & Russell, J. (1935). The evaluation of higher institutions, finance, 7, Chicago: University of Chicago Press.

    Google Scholar 

  • Robst, J. (2000). Do state appropriations influence cost efficiency in public higher education? Applied Economics Letters, 7, 715–719.

    Google Scholar 

  • Robst, J. (2001). Cost efficiency in public higher education institutions. The Journal of Higher Education, 72, 730–750.

    Article  Google Scholar 

  • Rufino, C. (2006). Estimating the degree cost functions of the Philippines public and private higher educational institutions. Asia Pacific Education Review, 7, 32–40.

    Article  Google Scholar 

  • Russell, J. (1954). The finance of higher education. Chicago: University of Chicago.

    Google Scholar 

  • Sav, G. (2004). Higher education costs and scale and scope economies. Applied Economics, 36, 607–614.

    Article  Google Scholar 

  • Sav, G. (2011). Panel data estimates of public higher education scale and scope economies. Atlantic Economic Journal, 39, 143–153.

    Article  Google Scholar 

  • Stevens, E., & Elliott, E. (1925). Unit costs of higher education, publications of the educational finance inquiry, 13. New York: Macmillan.

    Google Scholar 

  • Stevens, P. (2005). A stochastic frontier analysis of English and Welsh universities. Education Economics, 13, 355–374.

    Article  Google Scholar 

  • Teece, D. (1982). Towards an economic theory of the multiproduct firm. Journal of Economic Behavior and Organization, 3, 39–63.

    Article  Google Scholar 

  • Tierney, M. L. (1980). An estimate of departmental cost functions. Higher Education, 9, 27–52.

    Article  Google Scholar 

  • Tirivayi, N., van den Brink, H., & Groot, W. (2014). Size and economies of scale in higher education and the implications for mergers (UNI-MERIT Working Paper Series, paper #2014-066).

    Google Scholar 

  • Titus, M., & Eagan, K. (2016). Examining production efficiency in higher education: The utility of stochastic frontier analysis. Higher education: Handbook of theory and research (Forthcoming).

    Google Scholar 

  • Toutkoushian, R. (1999). The value of cost functions for policymaking and institutional research. Research in Higher Education, 40, 1–16.

    Article  Google Scholar 

  • Toutkoushian, R., & Paulsen, M. (2016). Economics of higher education: Background, concepts, and applications. Dordrecht, The Netherlands: Springer.

    Book  Google Scholar 

  • Toutkoushian, R., Porter, S., Danielson, C., & Hollis, P. (2003). Using publication counts to measure an institution’s research productivity. Research in Higher Education, 44, 121–148.

    Article  Google Scholar 

  • Verry, D., & Davies, B. (1976). University costs and outputs. Amsterdam: Elsevier.

    Google Scholar 

  • Weldon, J. (1948). The multi-product firm. Canadian Journal of Economics and Political Science, 14, 176–190.

    Article  Google Scholar 

  • Winston, G. (1999). Subsidies, hierarchy, and peers: The awkward economics of higher education. Journal of Economic Perspectives, 13, 13–36.

    Article  Google Scholar 

  • Witmer, D. (1972). Cost studies in higher education. Review of Educational Research, 42, 99–127.

    Article  Google Scholar 

  • Worthington, A., & Higgs, H. (2011). Economies of scale and scope in Australian higher education. Higher Education, 61, 387–414.

    Article  Google Scholar 

  • Zhang, L., & Worthington, A. (in press). Explaining estimated economies of scale and scope in higher education: A metaregression analysis. Research in Higher Education (Forthcoming).

    Google Scholar 

Download references

Acknowledgements

An earlier version of this paper was presented at the meeting of the Association for Education Finance and Policy (AEFP), Denver, CO, March 17–19, 2016 and the meeting of the Association for the Study of Higher Education (ASHE), Houston, TX, November 9–11, 2017. We would like to thank Keith Allen for his help at the early stages of this project, and Steve DesJardins, Steve Porter, and Sarah Pingel for their helpful comments on earlier drafts of this paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Robert K. Toutkoushian .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Toutkoushian, R.K., Lee, J.C. (2018). Revisiting Economies of Scale and Scope in Higher Education. In: Paulsen, M. (eds) Higher Education: Handbook of Theory and Research. Higher Education: Handbook of Theory and Research, vol 33. Springer, Cham. https://doi.org/10.1007/978-3-319-72490-4_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-72490-4_8

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-72489-8

  • Online ISBN: 978-3-319-72490-4

  • eBook Packages: EducationEducation (R0)

Publish with us

Policies and ethics