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On the relationship between business cycle and college enrollment in the U.S.: a time series approach

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  • Pratikshya Sapkota
  • Umesh Bastola

Abstract

We examine causality between business cycle and college enrollment in the United States using a macro-level data from 1970 to 2011. Autoregressive distributed lag (ARDL) bounds test and Johansen test for cointegration resulted in existence of a stable long-run cointegrating relationship among unemployment rate, per capita GDP, and college enrollment. We find unemployment rate to Granger cause college enrollment in both the short and the long run while GDP per capita to Granger cause college enrollment in the long run. These findings provide evidence for significant causal relationship between college enrollments and economic fluctuations.

Suggested Citation

  • Pratikshya Sapkota & Umesh Bastola, 2015. "On the relationship between business cycle and college enrollment in the U.S.: a time series approach," Economics and Business Letters, Oviedo University Press, vol. 4(1), pages 7-16.
    • Handle: RePEc:ove:journl:aid:10408
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    File URL: https://reunido.uniovi.es/index.php/EBL/article/view/10408
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    1. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    2. Paresh Kumar Narayan & Russell Smyth, 2006. "Female labour force participation, fertility and infant mortality in Australia: some empirical evidence from Granger causality tests," Applied Economics, Taylor & Francis Journals, vol. 38(5), pages 563-572.
    3. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    4. Berger, Mark C. & Kostal, Thomas, 2002. "Financial resources, regulation, and enrollment in US public higher education," Economics of Education Review, Elsevier, vol. 21(2), pages 101-110, April.
    5. Julian R. Betts & Laurel L. McFarland, 1995. "Safe Port in a Storm: The Impact of Labor Market Conditions on Community College Enrollments," Journal of Human Resources, University of Wisconsin Press, vol. 30(4), pages 741-765.
    6. Harris Dellas & Plutarchos Sakellaris, 2003. "On the cyclicality of schooling: theory and evidence," Oxford Economic Papers, Oxford University Press, vol. 55(1), pages 148-172, January.
    7. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    8. Masih, Abul M. M. & Masih, Rumi, 1997. "On the temporal causal relationship between energy consumption, real income, and prices: Some new evidence from Asian-energy dependent NICs Based on a multivariate cointegration/vector error-correctio," Journal of Policy Modeling, Elsevier, vol. 19(4), pages 417-440, August.
    9. David Card & Thomas Lemieux, 2001. "Dropout and Enrollment Trends in the Postwar Period: What Went Wrong in the 1970s?," NBER Chapters, in: Risky Behavior among Youths: An Economic Analysis, pages 439-482, National Bureau of Economic Research, Inc.
    10. Narayan, Paresh Kumar & Smyth, Russell, 2005. "Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests," Energy Policy, Elsevier, vol. 33(9), pages 1109-1116, June.
    11. Matthew T. Johnson, 2013. "The Impact of Business Cycle Fluctuations on Graduate School Enrollment," Mathematica Policy Research Reports 77da29f047574fbfb5f216d63, Mathematica Policy Research.
    12. Johnson, Matthew T., 2013. "The impact of business cycle fluctuations on graduate school enrollment," Economics of Education Review, Elsevier, vol. 34(C), pages 122-134.
    13. Dellas, Harris & Koubi, Vally, 2003. "Business cycles and schooling," European Journal of Political Economy, Elsevier, vol. 19(4), pages 843-859, November.
    14. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    15. Bedard, Kelly & Herman, Douglas A., 2008. "Who goes to graduate/professional school? The importance of economic fluctuations, undergraduate field, and ability," Economics of Education Review, Elsevier, vol. 27(2), pages 197-210, April.
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