The Relationship Between Alternative Strategies of Funding and Institutional Financial Health for Public Research Universities
DOI:
https://doi.org/10.32674/hepe.v6i1.2439Keywords:
Higher education, research universities, funding, fixed effects logistic regressionAbstract
The state support for public research universities has been volatile and has decreased to levels lower than before the downturn. Institutions adopt other sources of funding, but do these sources ensure financial health? This study assesses the financial security of public research universities and examines the relationship between strategies of funding and financial success. The results show that about 39.33% of the public research universities examined were financially unhealthy. The results also found state and local appropriations and institution endowments to be significantly associated with institutional financial health. The implications for policymakers and institutional leaders are discussed.
References
Allison, P. D. (2005). Fixed effects regression methods for longitudinal data using SAS. Cary, NC: The SAS Institute.
Allison, P. D. (2009). Fixed effects regression models. Thousand Oaks, CA: Sage Publications.
Allison, P. D. (2012). Logistic regression using SAS: Theory and application. Cary, NC: The SAS Institute.
Allison, P. D., & Waterman, R. (2002). Fixed effects negative binomial regression models. In Ross M. Stolzenberg (Ed.), Sociological Methodology (pp. 247-265). Oxford, England: Basil Blackwell.
American Academy of Arts & Sciences. (2015a). Public research universities: Changes in state funding. Cambridge, MA: Author.
American Academy of Arts & Sciences. (2015b). Public research universities: Why they matter. Cambridge, MA: Author.
American Academy of Arts & Sciences. (2016). Public research universities: Serving the public good. Cambridge, MA: Author.
Association of American Universities [AAU]. (2017 April,). AAU and the value of research universities. Retrieved from: https://www.aau.edu/sites/default/files/AAU%20and%20the%20Value%20of%20Research%20Universities%20-%20Spring%202017.pdf
Association of American Universities[AAU]. (2015). AAU data and policy brief: Basic scientific and engineering research at U.S. universities. Retrieved from; https://www.aau.edu/sites/default/files/AAU%20Files/AAU%20Documents/BasicResearchPaper-FINAL.pdf
Association of University Technology Managers. (2015). Advancing discoveries for a better world. Retrieved from: http://www.autm.net/AUTMMain/media/SurveyReportsPDF/AUTM_FY2015_Highlights_US_no_appendix_FINAL.pdf.
Callan, P. M. (2002). Coping with recession: Public policy, economic downturns and higher education. San Jose, CA: The National Center for Public Policy and Higher Education.
Camera, L. (2016, April 1). Colleges look to out-of- state students for cash. College Campus. Retrieved from https://www.usnews.com/news/articles/2016-04-01/colleges-look-to-out-of-state-students-amid-state-funding-shortages
Carey-Fletcher, K. (2014). Sustainability of campus auxiliary services 2020 and beyond. College services. Retrieved from: https://collegeservices.nacas.org/sustainability-of-campus-auxiliary/
Carlson, A., & Laderman, S. (2016). State higher education finance FY 2015. Boulder, CO: State Higher Education Executive Officers Association.
Chamberlain, G. (1980). Analysis of covariance with qualitative data. Review of Economic Studies 47(1), 225–238.
Cheslock, J. J., & Gianneschi, M. (2008). Replacing state appropriations with alternative revenue sources: The case of voluntary support. The Journal of Higher Education, 79(2), 208–229. doi: 10.1080/00221546.2008.11772092
Chiang, L. C. (2004). The relationship between university autonomy and funding in England and Taiwan. Higher Education, 48(2), 189–212.
Cirtin, A., & Lightfoot, C. (1996). Financial statement analysis for private colleges and universities. National Public Accountant, 41(8), 29–34.
Council for Aid to Education. (2017, February, 7). Colleges and universities raise $41 billion in 2016. Retrieved from: http://cae.org/images/uploads/pdf/VSE-2016-Press-Release.pdf
Delaney, J. A. & Doyle, W. R. (2018a). Recovery from cuts: How long does it take for state spending for higher education to return to previous levels? Paper presented at the meeting of the American Educational Research Association Volatility in State Funding for Higher Education. University of Illinois at Urbana-Champaign.
Delaney, J. A., & Doyle, W. R. (2007). The role of higher education in state budgets. In K. M. Shaw & D. E. Heller (Eds.), State postsecondary education research: New methods to inform policy and practice (pp. 55–76). Sterling, VA: Stylus.
Delaney, J. A., & Doyle, W. R. (2011). State spending on higher education: Testing the balance wheel over time. Journal of Education Finance, 36(4), 343–368.
Delaney, J. A., &, Doyle, W. R. (2018b). Patterns and volatility in state funding for higher education, 1951-2006. Teachers College Record, 120(6).
Desrochers, D. M., & Hurlburt, S. (2014). Trends in college spending: 2001-2011. A Delta Data Update. Washington, DC: Delta Cost Project at American Institutes for Research.
Desrochers, D. M., & Hurlburt, S. (2016). Trends in college spending: 2003–2013. Where does the money come from? Where does it go? What does it buy? Washington, DC: Delta Cost Project at American Institutes for Research.
Desrochers, D. M., & Wellman, J. V. (2011). Trends in college spending 1999-2009. Where does the money come from? Where does it go? What does it buy? Washington, DC: Delta Cost Project at American Institutes for Research.
Dickmeyer, N., & Hughes, K. S. (1979). Development of a workbook for the self-assessment of financial condition of small independent colleges (Tech. Rep. No. 8). Washington, DC: National Association of College and University Business Officers. (ERIC Document Reproduction Service No. ED 272 054).
Doyle, W. R., & Delaney, J. A. (2009). Higher education funding: The new normal. Change: The Magazine of Higher Learning, 41(4), 60–62.
Doyle, W. R., Dziesinski, A. B., & Delaney, J. A. (2018, March 9). Modeling volatility in public funding for higher education. Retrieved from https://aefpweb.org/sites/default/files/webform/doyle_dziesinski_delaney_volatility_2018.pdf
Doyle, W., McLendon, M. K., & Hearn, J. C. (2010). The adoption of prepaid tuition and savings plans in the American states: An event history analysis. Research in Higher Education, 51(7), 659–686.
Ehrenberg, R. G. (2006). The perfect storm and the privatization of public higher education. Change: The Magazine of Higher Learning, 38(1), 46–53.
Estermann, T., & Pruvot, E. B. (2011). Financially sustainable universities II: European universities are diversifying income streams. Brussels, Belgium: European University Association.
Goldstein, L. (2014). Assessing your institution’s financial health using the CFI. [PowerPoint presentation]. Retrieved from http://www.virginia.edu/finance/focus/presentations/cfi-ratio-health-goldstein-fall-2014.pdf
Greene, W. (2004).The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects. The Econometrics Journal, 7(1), 98–119.
Greene, W. (2005). Functional form and heterogeneity in models for count data. Foundations and Trends in Econometrics, 1(2), 113–218.
Hearn, J. C. (2003). Diversifying campus revenue streams: Opportunities and risks. Washington, DC: American Council on Education, Center for Policy Analysis.
Hearn, J. C. (2006a). Alternative revenue sources. In D. Priest & E. P. St. John (Eds.), Privatization and public universities (pp. 87–108). Bloomington, IN: Indiana University Press.
Hearn, J. C. (2006b). Enhancing institutional revenues: Constraints, possibilities, and the question of values. In R.L. Clark & M. D’ambrosio, (Eds.), The new balancing act in the business of higher education (pp. 27–45). Northampton, MA: Edward Elgar.
Hovey, H. A. (1999). State spending for higher education in the next decade: The battle to sustain current levels. San Jose, CA: National Center for Public Policy in Higher Education.
Indiana University Center for Postsecondary Research (n.d.). The Carnegie Classification of Institutions of Higher Education, 2005 edition, Bloomington, IN: Author.
Indiana University Center for Postsecondary Research (n.d.). The Carnegie Classification of Institutions of Higher Education, 2010 edition, Bloomington, IN: Author.
Institute of International Education. (2016).International students by primary source of funding, 2015/16. Open Doors Report on International Educational Exchange. Retrieved from http://www.iie.org/opendoors
Jenny, H. H., & Minter, W. J. (1993). Updating financial ratios: Seeking greater understanding, precision, and practicality. NACUBO Business Officer, 27(5), 31–35.
Johnstone, D. B. (2002). Challenges of financial austerity: Imperatives and limitations of revenue diversification in higher education. Welsh Journal of Education, 11(1), 18–36.
Johnstone, D. B. (2004). The economics and politics of cost sharing in higher education: comparative perspectives. Economics of Education Review, 23(4), 403–410.
Kelderman, E. (2018, January 20). State spending on higher education has inched upward. But most public colleges can’t celebrate. Chronicle of Higher Education. Retrieved from https://www.chronicle.com/article/state-spending-on-higher-education-has-inched-upward-but-most-public-colleges-cant-celebrate/
Kohtamäki, V. (2009). Financial autonomy in higher education institutions – perspectives of senior management of Finnish AMK institutions. Tampere, Finland: Tampere University Press.
Koshal, R. K., & Koshal, M. (2000). State appropriation and higher education tuition: What is the relationship? Education Economics, 8(1), 81–89.
Leslie, L. L., Slaughter, S., Taylor, B. J., & Zhang, L. (2012). How do revenue variations affect expenditures within U.S. research universities? Research in Higher Education, 53(6), 614–639. doi: 10.1007/s 111612-011-9248-x
Long, B., (2016). State support for higher education: How changing the distribution of funds could improve college completion rates [White paper]. University of Virginia Miller Center. Retrieved from https://millercenter.org/issues-policy/us-domestic-policy/national-commission-on-financing-21st-century-higher-education
Lowry, R. C. (2001). Governmental structure, trustee selection, and public university prices and spending: Multiple means to similar ends. American Journal of Political Science, 845-861.
McLendon, M. K., Hearn, J. C., & Mokher, C. G. (2009). Partisans, professionals, and power: The role of political factors in state higher education funding. Journal of Higher Education, 80(6), 686–713.
NACUBO-Commonfund Study of Endowments [NCSE] .(2014, January 28). 2013 NACUBO-Commonfund study of endowment . Retrieved from http://agb.org/sites/default/files/legacy/u3/2013%20NCSE%20Press%20Release%20Final_AsReleased_012714.pdf
NACUBO-Commonfund Study of Endowments [NCSE].(2017, March 3). 2016 NACUBO-Commonfund study of endowment. Retrieved from https://www.nacubo.org/Publications/Online-Research-Products/2017/2016-NACUBO-Commonfound-Study-of-Endowments
Noll, R. G. (Ed.). (2010). Challenges to research universities. Washington, DC: Brookings Institution Press.
Osili, U., Ackerman, J., Kalugyer, A. D., Hyatte, C., Li, Y., Lewis, K., … Pearson, T. (2013, December). Million Dollar Ready: Assessing the institutional factors that lead to transformational gifts. Retrieved from https://scholarworks.iupui.edu/bitstream/handle/1805/6345/million_dollar_ready_report_v3.pdf?sequence=1&isAllowed=y
Ozan, J., & Parra, E. E. (2014).Using IPEDS for panel analyses: Core concepts, data challenges, and empirical applications. In Higher education: Handbook of theory and research (pp. 467-533). Springer, Dordrecht.
Powell, F. (2016, June 13). Out-of-state enrollment rises at state flagship universities. College Compass. Retrieved from https://www.usnews.com/education/best-colleges/articles/2016-06-13/out-of-state-enrollment-rises-at-state-flagship-universities
Roden, J. K. (1991). Using financial ratio analysis to describe the relative fiscal health of selected publicly funded institutions of higher education in New York State. Unpublished doctoral dissertation, The Ohio State University.
Rullman, L., Strong, L., Farley, C., Keegan, K., & White, R. (2008). Top 10 auxiliary services trends for 2008: Campus administrators and consultants offer valuable insights. College Services, 8(3), 16-19.
Stachowiak-Kudła, M., & Kudła, J. (2017). Financial regulations and the diversification of funding sources in higher education institutions: Selected European experiences. Studies in Higher Education, 42(9), 1718–1735.
Stammann, A., Heiss, F., & McFadden, D. (2016). Estimating fixed effects logit models with large panel data. Unpublished manuscript. Retrieved from: https://www.econstor.eu/handle/10419/145837
State Higher Education Executive Officers Association. (2017). SHEF: FY 2016 state higher education finance. Boulder, CO: Author.
State Higher Education Executive Officers Association. (2018). SHEF: FY 2018 state higher education finance. Boulder, CO: Author. Retrieved from: https://sheeo.org/wp-content/uploads/2019/04/_SHEF_FY18_Report.pdf
Stewart, M. (2008). Revenue diversification and sustainability: A comparison of trends in public higher education in the UK and US. New York, NY: Standard & Poor’s Performance Evaluation Services.
Tahey, P., Salluzzo, R., Prager F., Mezzina L., & Cowen C. (2010). Strategic financial analysis for higher education: Identifying, measuring, and reporting financial risks (7th ed.). Prager, Sealy & Co, LLC, KPMG LLP, and Attain LLC.
Tahey, P., Salluzzo, R., Prager, F., Mezzina, L., & Cowen, C. (1999). Ratio analysis in higher education: Measuring past performance to chart future direction, for independent institutions (4th ed.). KPMG LLP and Prager, McCarthy & Sealy, LLC.
Tahey, P., Salluzzo, R., Prager, F., Mezzina, L., & Cowen, C. (2002). Ratio analysis in higher education: New insights for leader of public higher education (5th ed.). KPMG LLP.
Tahey, P., Salluzzo, R., Prager, F., Mezzina, L., & Cowen, C. (2005). Strategic financial analysis for higher education (6th ed.). Prager, Sealy & Co., LLC, KPMG LLP, and BearingPoint Inc.
Tamrat, W., & Teferra, D. (2020, April 9). COVID-19 poses a serious threat to higher education. University World News. Retrieved from https://www.universityworldnews.com/post.php?story=20200409103755715
Tandberg, D. A. (2008). The politics of state higher education funding. Higher Education in Review, 5(1), 1–36.
Tandberg, D. A. (2010). Politics, interest groups and state funding of public higher education. Research in Higher Education, 51(5), 416–450.
Tandberg, D. A., & Ness, E. C. (2011). State capital expenditures for higher education: “Where the real politics happens." Journal of Education Finance, 36(4), 394–423.
Teixeira, P., & Koryakina, T. (2013). Funding reforms and revenue diversification–patterns, challenges and rhetoric. Studies in Higher Education, 38(2), 174–191.
Thomas, H. G. (2001). Managing financial resources. Open University Press.
Thursby, J. G., & Thursby, M. C. (2002). Who is selling the ivory tower? Sources of growth in university licensing. Management Science, 48(1), 90-104.
Torres-Reyna, O. (2007). Panel data analysis fixed and random effects using Stata (v. 4.2). [PowerPoint presentation]. Retrieved from https://dss.princeton.edu/training/Panel101.pdf.
Toutkoushian, R. K., & Hollis, P. (1998). Using panel data to examine legislative demand for higher education. Education Economics, 6(2), 141-157.
Valero, A., & Van Reenen, J. (2019). The economic impact of universities: Evidence from across the globe. Economics of Education Review, 68, 53–67.
Webb, J. C. (2015). A path to sustainability: How revenue diversification helps colleges and university survive through economic conditions. Journal of International & Interdisciplinary Business Research, 2(7), 66–97.
Weerts, D. J., & Ronca, J. M. (2006). Examining differences in state support for higher education: A comparative study of state appropriations for research I universities. The Journal of Higher Education, 77(6), 935–967.
Weisbrod, B. A., & Asch, E. D. (2010). The truth about the “crisis” in higher education finance. Change: The Magazine of Higher Learning, 42(1), 23–29
Wolszczak-Derlacz, J., & Parteka, A. (2011). Efficiency of European public higher education institutions: a two-stage multicountry approach. Scientometrics, 89(3), 887. doi: 10.1007/s11192-011-0484-9
Zumeta, W. (2004). State higher education financing: Demand imperatives meet structural, cyclical, and political constraints. In E. P. St. John & M. D. Parsons (Eds.), Public funding of higher education: Changing contexts and new rationales (pp. 79–107). Baltimore, MD: Johns Hopkins University Press.
Zumeta, W. (2018). State finances and higher education in Trump year two. In the NEA 2018 Almanac of Higher Education (pp. 57–69). Washington, DC: National Education Association.
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