Grads on the go: Measuring college-specific labor markets for graduates
Johnathan G. Conzelmann
University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
Search for more papers by this authorCorresponding Author
Steven W. Hemelt
University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
Correspondence
Steven W. Hemelt, University of North Carolina at Chapel Hill, Department of Public Policy, Abernethy Hall, 131 S. Columbia St., Chapel Hill, NC 27599. Email: [email protected]
Search for more papers by this authorBrad J. Hershbein
W.E. Upjohn Institute for Employment Research, Kalamazoo, Michigan, USA
Search for more papers by this authorKevin M. Stange
University of Michigan, Ann Arbor, Michigan, USA
Search for more papers by this authorJohnathan G. Conzelmann
University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
Search for more papers by this authorCorresponding Author
Steven W. Hemelt
University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
Correspondence
Steven W. Hemelt, University of North Carolina at Chapel Hill, Department of Public Policy, Abernethy Hall, 131 S. Columbia St., Chapel Hill, NC 27599. Email: [email protected]
Search for more papers by this authorBrad J. Hershbein
W.E. Upjohn Institute for Employment Research, Kalamazoo, Michigan, USA
Search for more papers by this authorKevin M. Stange
University of Michigan, Ann Arbor, Michigan, USA
Search for more papers by this authorAbstract
This paper introduces a new measure of the labor markets served by colleges and universities across the United States. About 50% of recent college graduates are living and working in the metro area nearest the institution they attended, with this figure climbing to 67% in-state. The geographic dispersion of alumni is more than twice as great for highly selective 4-year institutions as for 2-year institutions. However, more than one quarter of 2-year institutions disperse alumni more diversely than the average public 4-year institution. In one application of these data, we find that the average strength of the labor market to which a college sends its graduates predicts college-specific intergenerational economic mobility. In a second application, we quantify the extent of “brain drain” across areas and illustrate the importance of considering migration patterns of college graduates when estimating the social return on public investment in higher education.
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REFERENCES
- Acton, R. (2020). Community college program choices in the wake of local job losses. Journal of Labor Economics, 712555, https://doi.org/10.1086/712555
10.1086/712555 Google Scholar
- Agrawal, D. R., Hoyt, W. H., & Ly, T. (2022). The marginal value of public funds in a federation [Scholarly paper no. 4009872]. Social Science Research Network. https://papers.ssrn.com/abstract=4009872
- Andrews, M. J. (2023). How do institutions of higher education affect local invention? Evidence from the establishment of U.S. colleges. American Economic Journal: Economic Policy, 15(2), 1–41.
- Blom, E., Cadena, B., & Keys, B. J. (2020). Investment over the business cycle: Insights from college major choice. Journal of Labor Economics, 712611. https://doi.org/10.1086/712611
- Bound, J., Braga, B., Khanna, G., & Turner, S. (2019). Public universities: The supply side of building a skilled workforce. RSF: The Russell Sage Foundation Journal of the Social Sciences, 5(5), 43–71.
10.7758/rsf.2019.5.5.03 Google Scholar
- Bound, J., Groen, J., Kézdi, G., & Turner, S. (2004). Trade in university training: Cross-state variation in the production and stock of college-educated labor. Journal of Econometrics, 121(1–2), 143–173. https://doi.org/10.1016/j.jeconom.2003.10.012
- Bound, J., Lovenheim, M. F., & Turner, S. (2010). Why have college completion rates declined? An analysis of changing student preparation and collegiate resources. American Economic Journal: Applied Economics, 2(3), 129–157. https://doi.org/10.1257/app.2.3.129
- Bound, J., & Simon, A. (2021). College choice, private options, and the incidence of public investment in higher education [Working paper no. 29353]. National Bureau of Economic Research. https://doi.org/10.3386/w29353
10.3386/w29353 Google Scholar
- Bound, J., & Turner, S. (2007). Cohort crowding: How resources affect collegiate attainment. Journal of Public Economics, 91(5), 877–899. https://doi.org/10.1016/j.jpubeco.2006.07.006
- Chetty, R., Friedman, J. N., Saez, E., Turner, N., & Yagan, D. (2020). Income segregation and intergenerational mobility across colleges in the United States. The Quarterly Journal of Economics, 135(3), 1567–1633. https://doi.org/10.1093/qje/qjaa005
- Chetty, R., Jackson, M. O., Kuchler, T., Stroebel, J., Hendren, N., Fluegge, R. B., Gong, S., Gonzalez, F., Grondin, A., Jacob, M., Johnson, D., Koenen, M., Laguna-Muggenburg, E., Mudekereza, F., Rutter, T., Thor, N., Townsend, W., Zhang, R., Bailey, M., … Wernerfelt, N. (2022a). Social capital I: Measurement and associations with economic mobility. Nature, 608(7921), 108–121. https://doi.org/10.1038/s41586-022-04996-4
- Chetty, R., Jackson, M. O., Kuchler, T., Stroebel, J., Hendren, N., Fluegge, R. B., Gong, S., Gonzalez, F., Grondin, A., Jacob, M., Johnson, D., Koenen, M., Laguna-Muggenburg, E., Mudekereza, F., Rutter, T., Thor, N., Townsend, W., Zhang, R., Bailey, M., … Wernerfelt, N. (2022b). Social capital II: Determinants of economic connectedness. Nature, 608(7921), 122–134. https://doi.org/10.1038/s41586-022-04997-3
- Conzelmann, J. G., & Hemelt, S. W. (2022). Understanding the labor markets for graduates of UNC system institutions [Policy brief]. Education Futures Initiative.
- Conzelmann, J. G., Hemelt, S. W., Hershbein, B. J., Martin, S., Simon, A., & Stange, K. M. (2022). Grads on the go: Measuring college-specific labor markets for graduates [US, 2010-2018]. Inter-university Consortium for Political and Social Research. https://doi.org/10.3886/E170381V3
10.3386/w30088 Google Scholar
- Deming, D., & Walters, C. (2017). The impact of price caps and spending cuts on U.S. postsecondary attainment [Working paper no. w23736]. National Bureau of Economic Research. https://doi.org/10.3386/w23736
10.3386/w23736 Google Scholar
- Fitzpatrick, M. D., & Jones, D. (2016). Post-baccalaureate migration and merit-based scholarships. Economics of Education Review, 54, 155–172. https://doi.org/10.1016/j.econedurev.2016.07.002
- Guillory, J., & Hancock, J. T. (2012). The effect of Linkedin on deception in resumes. Cyberpsychology, Behavior, and Social Networking, 15(3), 135–140.
- Hendren, N., & Sprung-Keyser, B. (2020). A unified welfare analysis of government policies. The Quarterly Journal of Economics, 135(3), 1209–1318. https://doi.org/10.1093/qje/qjaa006
- Hoxby, C. M., & Turner, S. (2019). Measuring opportunity in U.S. higher education [Working paper no. w25479]. National Bureau of Economic Research. https://doi.org/10.3386/w25479
10.3386/w25479 Google Scholar
- Hurst, W. R., Ricks, M. D., & Simon, A. (2023). Public good perceptions and polarization: Evidence from higher education appropriations [Working Paper].
- Joensen, J. S., & Nielsen, H. S. (2009). Is there a causal effect of high school math on labor market outcomes? Journal of Human Resources, 44(1), 171–198. https://doi.org/10.3368/jhr.44.1.171
- Johnson, W. R. (2006). Are public subsidies to higher education regressive? Education Finance and Policy, 1(3), 288–315. https://doi.org/10.1162/edfp.2006.1.3.288
- Kelchen, R., & Webber, D. A. (2018). Examining the interstate mobility of recent college graduates. Educational Researcher, 47(3), 213–215. https://doi.org/10.3102/0013189x17753124
- Laderman, S., & Heckert, K. (2021). SHEF: State higher education finance, FY 2020. State Higher Education Executive Officers Association. https://eric.ed.gov/?id=ED614994
- Molloy, R., Smith, C. L., & Wozniak, A. (2011). Internal migration in the United States. Journal of Economic Perspectives, 25(3), 173–196. https://doi.org/10.1257/jep.25.3.173
- Monarrez, T., & Washington, K. (2020). Racial and ethnic representation in postsecondary education. Urban Institute. https://eric.ed.gov/?id=ED606027
- Moretti, E. (2004). Human capital externalities in cities. In J. V. Henderson, & J.-F. Thisse (Eds.), Handbook of regional and urban economics (Vol. 4, pp. 2243–2291). Elsevier. https://doi.org/10.1016/S1574-0080(04)80008-7
- Nguyen, T. D., Kramer, J. W., & Evans, B. J. (2019). The effects of grant aid on student persistence and degree attainment: A systematic review and meta-analysis of the causal evidence. Review of Educational Research, 89(6), 831–874. https://doi.org/10.3102/0034654319877156
- Ruggles, S., Flood, S., Sobek, M., Brockman, D., Cooper, G., Richards, S., & Schouweiler, M. (2023). IPUMS USA: Version 13.0 . https://doi.org/10.18128/D010.V13.0
10.18128/D010.V13.0 Google Scholar
- Sá, C., Florax, R. J. G. M., & Rietveld, P. (2004). Determinants of the regional demand for higher education in the Netherlands: A gravity model approach. Regional Studies, 38(4), 375–392. https://doi.org/10.1080/03434002000213905
- Sjoquist, D. L., & Winters, J. V. (2014). Merit aid and post-college retention in the state. Journal of Urban Economics, 80, 39–50. https://doi.org/10.1016/j.jue.2013.10.003
- Sprung-Keyser, B., Hendren, B., & Porter, S. (2022). The radius of economic opportunity: Evidence from migration and local labor markets [Working paper CES 22-27]. U.S. Census Bureau. https://www2.census.gov/ces/wp/2022/CES-WP-22-27.pdf
- U.S. Census Bureau. (2022). Longitudinal employer-household dynamics: Post-secondary employment outcomes (PSEO). https://lehd.ces.census.gov/data/pseo_experimental.html
- Valero, A., & Van Reenen, J. (2019). The economic impact of universities: Evidence from across the globe. Economics of Education Review, 68, 53–67. https://doi.org/10.1016/j.econedurev.2018.09.001
- Webber, D. A. (2017). State divestment and tuition at public institutions. Economics of Education Review, 60, 1–4. https://doi.org/10.1016/j.econedurev.2017.07.007
- Weinstein, R. (2022). Local labor markets and human capital investments. Journal of Human Resources, 57(5), 1498–1525. https://doi.org/10.3368/jhr.58.1.1119-10566R2
- Winters, J. V. (2020). In-state college enrollment and later life location decisions. Journal of Human Resources, 55(4), 1400–1426. https://doi.org/10.3368/jhr.55.4.0916-8255R2
- Zimmerman, S. D. (2019). Elite colleges and upward mobility to top jobs and top incomes. American Economic Review, 109(1), 1–47. https://doi.org/10.1257/aer.20171019