Abstract
Performance funding for higher education has gained popularity in many countries, but its impact on institutional performance remains unclear. This study investigates the impact of performance funding on the institutional performance of Korean universities over time. The institutional performance indicators used include graduates’ employment rate, student retention rate, financial aid per student, expenditure per student, and faculty-to-student ratio. Using longitudinal data of 160 4-year universities from 2008 to 2013, we employed a multilevel growth modeling strategy. The results indicate that institutions with more funding through the Education Capacity Enhancement Program sustained higher employment rate, retention rate, and faculty-to-student ratio in 2013, while employment and retention rates of less-funded institutions grew faster over time after controlling for 2008 status and institutional characteristics. This evidence demonstrates that the performance funding program in Korea encouraged institutions to focus on the most important performance indicators, resulting in a funding effect and a motivational effect. We suggest policy implications for the future development of performance funding as well as appropriate use of performance indicators.


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Notes
In 2014, the Education Capacity Enhancement Program was replaced by a new funding scheme, entitled “University for Creative Korea,” which determined grant recipients based on a proposal and performance indicators such as employment rate and retention rate.
For example, funds for each recipient institution in 2013 were determined by a formula, which is the multiplication of four components: average expenditure per student (11,296 thousand Korean won), square root of enrollments, weighted sum of performance indicators, and regional coefficient (Seoul: 2.8 vs. non-Seoul: 4.5).
Changes in the sample may affect the estimation results. For example, if the excluded institutions are disproportionately low-performing institutions, it is likely that the estimates will be upwardly biased.
For example, employed graduates certified by the health insurance database were counted in 2010. Graduates employed overseas were added in 2011, and graduates working in agriculture were added in 2012 and 2013. As of 2013, the overseas employment rate was 0.28 %, while the employment rate in agriculture was only 0.05 %.
Korean universities are assigned, by the government, an approved number of students who may enroll. For comparison, the retention rate in the USA is defined as a measure of the rate at which students persist in their educational program at an institution, expressed as a percentage (US IPEDS accessed January 5, 2015). The Korean retention rate is assumed to indirectly indicate institutional attractiveness or students’ satisfaction level, and consequently educational quality.
Teacher education institutions are not considered separately in this paper based on a preliminary analysis indicating that the coefficients were not different with versus without teacher education institutions.
Note that additional covariates are not adjusted for the cubic term for model parsimony. However, the additional covariates were not significant and did not affect the estimate of γ 30.
References
Alexander, F. K. (2000). The changing face of accountability: Monitoring and assessing institutional performance in higher education. Journal of Higher Education, 71(4), 411–431.
Barnetson, B., & Cutright, M. (2000). Performance indicators as conceptual technologies. Higher Education, 40(3), 277–292.
Barnett, R. (1992). Improving higher education: Total quality care. Bristol, PA: The Society for Research into Higher Education and Open University Press.
Burke, J. C., & Minassians, H. P. (2003). Performance reporting: ‘Real’ accountability or accountability ‘Lite’: Seventh annual survey 2003. New York, NY: Nelson A. Rockefeller Institute of Government, State University of New York.
Burke, J. C., & Modarresi, S. (2000). To keep or not to keep performance funding: Signals from stakeholders. Journal of Higher Education, 71(4), 432–453.
Burke, J. C., & Serban, A. M. (1997). Performance funding and budgeting for public higher education: Current status and future prospects. Albany, NY: Rockefeller Institute of Government.
Byun, K. (2008). New public management in Korean higher education: Is it reality or another fad? Asia Pacific Education Review, 9(2), 190–205.
Cave, M., Hanney, S., Henkel, M., & Kogan, M. (1997). The use of performance indicators in higher education: The challenge of the quality movement. Higher Education Policy Series 34 (3rd ed.). London and Bristol, PA: Jessica Kingsley Publishers.
Currie, J., Vidovich, L., & Yang, R. (2008). ‘Countability not answerability?’ Accountability in Hong Kong and Singapore universities. Asia Pacific Journal of Education, 28(1), 67–85.
Dougherty, K., Jones, S. M., Lahr, H., Natow, R. S., Pheatt, L., & Reddy, V. (2014). Performance funding for higher education forms, origins, impacts, and futures. The Annals of the American Academy of Political and Social Science, 655(1), 163–184.
Dougherty, K., & Natow, R. S. (2015). The politics of performance funding for higher education: Origins, discontinuations, and transformations. Baltimore, MD: Johns Hopkins University Press.
Dougherty, K., & Reddy, V. (2011). The impacts of state performance funding systems on higher education institutions: Research literature review and policy recommendations. CCRC Working Paper 37. New York, NY: CCRC.
Gaither, G. (1997). Performance indicator systems as instruments for accountability and assessment. Assessment Update, 9(1), 1–15.
Hillman, N. W., Tandberg, D. A., & Gross, J. P. K. (2014). Performance funding in higher education: Do financial incentives impact college completions? Journal of Higher Education, 85(6), 826–857.
Hou, A. Y. C. (2012). Impact of excellence programs on Taiwan higher education in terms of quality assurance and academic excellence, examining the conflicting role of Taiwan’s accrediting agencies. Asia Pacific Education Review, 13(1), 77–88.
Huisman, J., & Currie, J. (2004). Accountability in higher education: Bridge over troubled water? Higher Education, 48(4), 529–551.
Johnes, G. (1992). Performance indicators in higher education: A survey of recent work. Oxford Review of Economic Policy, 8(2), 19–34.
Johnes, J., & Taylor, J. (1990). Performance indicators in higher education. Bristol, PA: Society for Research into Higher Education and Open University Press.
Kang, H. J. (2012). Analysis for a methodological problem in selecting recipients of governmental funding project. The Journal of Economics and Finance of Education, 21(4), 45–75. (In Korean).
KCUE (Korean Council for University Education). (2015). White paper on the Education Capacity Enhancement Program for Korean Universities. Seoul: KCUE.
KMEST (Korean Ministry of Education, Science and Technology). (2008–2012). 2008–2012 Master Plan of Educational Capacity Enhancement Program. Seoul: KMEST.
KMOE (Korean Ministry of Education). (2013a). 2013 master plan of Educational Capacity Enhancement Program. Seoul: KMOE.
KMOE (Korean Ministry of Education). (2013b). Strategies for the development of higher education in Korea. Seoul: KMOE.
Layzell, D. T. (1998). Linking performance to funding outcomes for public institutions of higher education: The US experience. European Journal of Education, 33(1), 103–111.
Layzell, D. T. (2007). State higher education funding models: An assessment of current and emerging approaches. Journal of Education Finance, 33(1), 1–19.
Lee, J. M., & Kim, M. H. (2013). An analysis on the relative efficiency of Educational Capacity Enhancement Program (ECEP) of Universities. The Journal of Economics and Finance of Education, 22(3), 107–133. (In Korean).
Lewis, D. R., Ikeda, T., & Dundar, H. (2001). On the use of performance indicators in Japan’s higher education reform agenda. Nagoya Journal of Higher Education, 1, 67–98.
Liefner, I. (2003). Funding, resource allocation, and performance in higher education systems. Higher Education, 46(4), 469–489.
McLendon, M. K., Hearn, J. C., & Deaton, R. (2006). Called to account: Analyzing the origins and spread of state performance-accountability policies for higher education. Educational Evaluation and Policy Analysis, 28(1), 1–24.
Mok, K. H. (2000). Impact of globalization: A study of quality assurance systems of higher education in Hong Kong and Singapore. Comparative Education Review, 44(2), 148–174.
Mok, K. H. (2003). Similar trends, diverse agendas: Higher education reforms in East Asia. Globalisation, Societies and Education, 1(2), 201–221.
OECD. (2013). Education at a glance 2013: OECD indicators. Paris: OECD Publishing.
Oh, B. H. (2010). The factors affecting selection of the Educational Capacity Enhancement Program (ECEP) of universities. The Journal of Economics and Finance of Education, 19(4), 153–176. (In Korean).
Park, K. H. (2010a). The validity and reliability of educational outcome & condition indices of PEUC. The Journal of Economics and Finance of Education, 19(4), 135–151. (In Korean).
Park, K. H. (2010b). Does the PEUC have influenced on the universities’ educational competency? The Journal of Educational Administration, 28(4), 63–82. (In Korean).
Park, H. J., & Kwak, J. S. (2013). An empirical analysis on variance of universities’ performance by adopting the Educational Capacity Enhancement Project of universities for 5 years (2008–2012). Korean Journal of Educational Research, 51(4), 249–281. (In Korean).
Pugh, G., Coates, G., & Adnett, N. (2005). Performance indicators and widening participation in UK higher education. Higher Education Quarterly, 59(1), 19–39.
Rutherford, A., & Rabovsky, T. (2014). Evaluating impacts of performance funding policies on student outcomes in higher education. The Annals of the American Academy of Political and Social Science, 655(1), 185–208.
Sharma, R. (2004). Performance-based funding in the entrepreneurial North American and Australian universities. Journal of Higher Education Policy and Management, 26(1), 109–118.
Shin, J. C. (2009). Building world-class research university: The brain Korea 21 project. Higher Education, 58(5), 669–688.
Shin, J. C. (2010). Impacts of performance-based accountability on institutional performance in the U.S. Higher Education, 60(1), 47–68.
Shin, J. C., & Milton, S. (2004). The effects of performance budgeting and funding programs on graduation rate in public four-year colleges and universities. Education Policy Analysis Archives, 12(22). Accessed May 26, 2004 from http://epaa.asu.edu/epaa/v12n22/
Tandberg, D. A., & Hillman, N. W. (2014). State higher education performance funding: Data, outcomes, and policy implications. Journal of Education Finance, 39(3), 222–243.
Taylor, J. (2001). Improving performance indicators in higher education: The academics’ perspective. Journal of Further and Higher Education, 25(3), 379–393.
The Board of Audit and Inspection of Korea. (2012). White paper on inspection of Korean Universities. Seoul: The Board of Audit and Inspection of Korea.
Trow, M. (2007). Reflections on the transition from elite to mass to universal access: Forms and phases of higher education in modern societies since WWII. In J. Forest & P. Altbach (Eds.), International handbook of higher education (pp. 243–280). Dordrecht, The Netherlands: Springer.
U.S. IPEDS. (2005). Definition of Retention Rate. http://nces.ed.gov/ipeds/glossary/index.asp?id=772. Accessed January 5, 2015.
Yi, P. (2014). The impact of Korea’s National Scholarship Program on college students’ academic achievement. KEDI Journal of Educational Policy, 11(2), 285–307.
Yi, P., & Kim, B. J. (2014). An analysis of the impacts of National Scholarship Program on financing and student enrollments in government funding constrained universities. The Journal of Educational Administration, 32(1), 1–23. (In Korean).
Yonezawa, A. (2007). Chapter 10, Stability amidst a storm of evaluation: Policy trends and practice in higher education evaluation in Japan. In A. Cavalli (Ed.), Quality assessment for higher education in Europe (pp. 95–103). London: Portland Press.
Yonezawa, A. (2013). Chapter 9, Rankings and information on Japanese universities. In P. T. M. Marope, P. J. Wells, & E. Hazelkorn (Eds.), Rankings and accountability in higher education (pp. 171–185). Paris: UNESCO.
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Yi, P., Kwak, J. & Kim, J. The impact of performance funding on institutional performance over time: evidence from South Korean universities. Asia Pacific Educ. Rev. 16, 501–515 (2015). https://doi.org/10.1007/s12564-015-9401-x
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DOI: https://doi.org/10.1007/s12564-015-9401-x

