Education and economic growth in the United States: cross-national applications for an intra-national path analysis
- Norman Baldwin,
- Stephen A. Borrelli
- … show all 2 hide
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Abstract
Do the leading predictors of economic growth found in the cross-national research have a capacity to predict economic growth at the state level in the United States (US)? Are the effects of education spending on economic growth underestimated because research fails to examine the indirect effects of spending on economic growth? This article presents the findings from a study investigating the relationship between education and economic growth in US states while controlling for the effects of the leading predictors of economic growth from the cross-national research. It also utilizes a path model to examine direct and indirect relationships between education spending and economic growth measured as per capita income growth. The results indicate that spending on higher education and highway expenditures demonstrate a positive association with growth in per capita income, while K12 (kindergarten through 12th grade) spending and K12 pupil–teacher ratios demonstrate a negative association with income growth from 1988 to 2005. Moreover, K12 spending and population growth indirectly affect income growth through their relationship with K12 pupil–teacher ratios, and spending on higher education indirectly affects income growth through college attainment rates. Overall, all but one variable from the cross-national research demonstrates a significant direct or indirect relationship with income growth during at least one time-period investigated. Treating K12 pupil–teacher ratios and college attainment as mediating variables also enhances our understanding of the dynamics that explain growth in per capita income at the sub-national level in the US. However, some unexpected findings emerge when the data are analyzed on the basis of two eight-year sub-periods.
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- Baier, S. L., Mulholland, S. E., Tamura, R. F., & Turner, C. (2004). Income and education of the states of the United States: 1840–2000. Federal Reserve Bank of Atlanta Working Paper No. 2004–31.
- Barro, R. J., & Sala-i-Martin, X. (2004). Economic growth. Cambridge, MA: MIT Press.
- Becker, G. S. (1962). Investment in human capital: A theoretical analysis. The Journal of Political Economy, 70, 9–49. doi:10.1086/258724. CrossRef
- Bell, M., Brunori, D., Green, R., Wolman, H., Cordes, J., & Qadir, T. (2005). State and local fiscal policy and economic growth and development. George Washington Institute of Public Policy Working Paper #26: prepared for the National Center for Real Estate Research, National Association of Realtors.
- Bensi, M., Black, D., & Dowd, M. (2004). The educational/growth relationship: Evidence from real state panel data. Contemporary Economic Policy, 22, 281–298. doi:10.1093/cep/byh020. CrossRef
- Berry, D., & Kaserman, D. (1993). A diffusion model of long-run state economic development. Atlantic Economic Journal, 21, 39–54. doi:10.1007/BF02302327. CrossRef
- Bound, J., Groen, G., Kezdi, G. G., & Turner, S. (2004). Trade in university training: Cross-state variation in the production and stock of college-educated labor. Journal of Econometrics, 121, 143–173. doi:10.1016/j.jeconom.2003.10.012. CrossRef
- Brace, P. (1993). State government and economic performance. Baltimore: Johns Hopkins University Press.
- Bureau of Economic Analysis. (2007). Gross domestic product by state. Retrieved December 7, 2006, June 7, 2007 from http://www.bea.gov/bea/regional/gsp.
- Burr, B. (2001). Review of the research on class size. Catalyst for Change, 30, 13–16.
- Card, D. E., & Krueger, A. B. (1992). Does school quality matter? The Journal of Political Economy, 100, 1–40. doi:10.1086/261805. CrossRef
- Chen, B., & Feng, Y. (2000). Determinants of economic growth in China: Private enterprise, education, and openness. China Economic Review, 11, 1–15. doi:10.1016/S1043-951X(99)00014-0. CrossRef
- Coulombe, S., & Tremblay, J. (2001). Human capital and convergence in Canada. Journal of Economic Studies Glasgow, Scotland, 28, 154–180. doi:10.1108/EUM0000000005467.
- Crain, W. M. (2003). Volatile states: Institutions, policy, and the performance of American state economies. Ann Arbor, MI: University of Michigan Press.
- Crihfield, J. B., Giertz, J. F., & Mehta, S. (1995). Economic growth in the American states: The end of convergence? The Quarterly Review of Economics and Finance, 35(Special issue), 551–577. doi:10.1016/1062-9769(95)90054-3.
- Crown, W. H., & Wheat, L. F. (1995). State per capita income convergence since 1950: Sharecropping’s demise and other influences. Journal of Regional Science, 35, 527–552. doi:10.1111/j.1467-9787.1995.tb01292.x. CrossRef
- Dholakia, R. R., & Harlam, B. (1994). Telecommunications and economic development: Econometric analysis of the US experience. Telecommunications Policy, 18, 470–477. doi:10.1016/0308-5961(94)90015-9. CrossRef
- Evans, S. F., & Oneal, J. R. (1995). The social returns to education: The effects on income of the fifty United States’ investment in human capital, 1963–1989. Unpublished manuscript, University of Alabama.
- Federal Deposit Insurance Corporation. (2007). Historic statistics on banking commercial banks reports. Retrieved June 14, 2007, from http://www2.fdic.gov/hsob/SelectRpt.asp?EntryTyp=10
- Finkle, J. (2002). New economic development strategies for the states. Spectrum. The Journal of State Government, (Summer), 23–25.
- Finn, J. D., Gerber, S. B., Achilles, C. M., & Boyd-Zaharias, J. (2001). The enduring effects of class size. Teacher College Board, 103, 145–183. doi:10.1111/0161-4681.00112. CrossRef
- Fisher, R. C. (1997). The effects of state and local public services on economic development. New England Economic Review, March/April, 53–82.
- Fleming, T., Toutant, T., & Raptis, H. (2002). Class size and effects. Phi Delta Kappa Fastbacks, 497, 7–34.
- Galor, O., & Moav, O. (2000). Ability-based technological transition, wage inequality, and economic growth. The Quarterly Journal of Economics, 115, 469–497. doi:10.1162/003355300554827. CrossRef
- Garcia-Mila, T., & McGuire, T. J. (1992). The contribution of publicly provided inputs to states’ economies. Regional Science and Urban Economics, 22, 229–241. doi:10.1016/0166-0462(92)90013-Q. CrossRef
- Glass, G. V., & Smith, M. L. (1978). Meta-analysis of research on the relationship of class size and achievement. San Francisco: Far West Laboratory for Educational Research and Development.
- Goldin, C. D. (1998). America’s graduation from high school: The evolution and spread of secondary schooling in the twentieth century. The Journal of Economic History, 58, 345–374. CrossRef
- Goldin, C., & Katz, L. (2001). The shaping of higher education in the United States and New England. Regional Review, 11, 1–6.
- Gonzalez-Paramo, J. M., & Martinez, D. (2003). Convergence across Spanish regions: New evidence on the effects of public investments. The Review of Regional Studies, 33, 184–205.
- Gramlich, E. M. (1994). Infrastructure investment: A review essay. Journal of Economic Literature, 32, 1176–1196.
- Gray, V., & Lowery, D. (1988). Interest group politics and economic growth in the US States. The American Political Science Review, 82, 109–131. doi:10.2307/1958061. CrossRef
- Green, S. B. (1991). How many subjects does it take to do a regression analysis? Multivariate Behavioral Research, 26, 499–510. doi:10.1207/s15327906mbr2603_7. CrossRef
- Hanushek, E. A. (1999). Some findings from an independent investigation of the Tennessee STAR experiment and from other investigations of class size effects. Educational Evaluation and Policy Analysis, 21, 143–163.
- Hanushek, E. A. (2003). The failure of input-based schooling policies. The Economic Journal, 113, F64–F98. doi:10.1111/1468-0297.00099. CrossRef
- Hanushek, E. A., Rivkin, S. G., & Taylor, L. L. (1996). Aggregation and the estimated effects of school resources. The Review of Economics and Statistics, 78, 611–627. doi:10.2307/2109949. CrossRef
- Heckman, J., Layne-Farrar, A., & Todd, P. (1996). Human capital pricing equations with an application to estimating the effect of schooling quality on earnings. The Review of Economics and Statistics, 78, 562–610. doi:10.2307/2109948. CrossRef
- Hefner, F. L. (1990). Cointegration of regional GSP with national GDP. Studies in Economic Analysis, 13, 43–58.
- Helms, L. J. (1985). The effect of state and local taxes on economic growth: A time-series cross-section approach. The Review of Economics and Statistics, 87, 574–582. doi:10.2307/1924801. CrossRef
- Hendricks, L. (2004). Why does educational attainment differ across US states? CESifo Working Paper No. 1335.
- Hendricks, R. M., & Garand, J. C. (2001). Variation in state economic growth: Decomposing state, regional, and national effects. The Journal of Politics, 53, 1093–1110. doi:10.2307/2131868. CrossRef
- Hirtle, B., & Metli, C. (2004). The evolution of U.S. branch networks: Growth consolidation, and strategy. Current Issues in Economics and Finance, 10, 1–7.
- Hoxby, C. M. (2000). The effect of class size on student achievement: New evidence from population variation. The Quarterly Journal of Economics, 115, 1239–1286. doi:10.1162/003355300555060. CrossRef
- Huisman, J. & Kaiser, F. (2002). A comparative view of policy trends in western European higher education. German Policy Studies, 2.3.
- Hungerford, T. L., & Wassmer, R. W. (2004). K-12 education in the US economy: Its impact on economic development, earnings, and housing values. National Education Association Working Paper, April 2004.
- International Monetary Fund. (1997). International financial statistics yearbook. Washington, DC: International Monetary Fund
- International Monetary Fund. (2007). International financial statistics yearbook. Washington, DC: International Monetary Fund
- Investment Company Institute. (2008). 2008 Investment Company fact book. Retrieved May 20, 2008 from http://www.icifactbook.org/
- Jacobson, L. (2001). Research: Sizing up small classes. Education Week, 20, 26–29.
- Jaschik, S. (2007). Holding on to graduates. Retrieved February 8, 2008 from http://www.insidehighered.com/news/2007/07/03/maine
- Jones, B. D. (1990). Public policies and economic growth in the American states. The Journal of Politics, 52, 219–233. doi:10.2307/2131426. CrossRef
- Jones, C. (2007). Hedge funds of funds: A guide for investors. West Sussex, England: John Wiley and Sons.
- Jorgenson, D. W., & Fraumeni, B. M. (1992). Investment in education and US economic growth. The Scandinavian Journal of Economics, 94(1992 Supplement), 51–70. doi:10.2307/3440246
- Jorgenson, D. W., & Stirroh, K. J. (2000). Raising the speed limit: US economic growth in the information age. In William Brainard & George Perry (Eds.), Brookings papers on economic activity 1 (pp. 125–235). Washington, DC: Brookings Institute.
- Kerchner, C. T. (1986). Union-made teaching: The effects of labor relations on teaching work. Review of Research in Education, 13, 317–349.
- Krueger, A. B. (2003). Economic considerations and class size. The Economic Journal, 113, F34–F63. doi:10.1111/1468-0297.00098. CrossRef
- Lee, J., & Barro, R. (2001). Schooling quality in a cross-section of countries. Economica, 68, 465–488. doi:10.1111/1468-0335.00257. CrossRef
- Lovenheim, M. F. (2007). The effect of teachers’ unions on education production: Evidence from union election certifications in three midwestern states. Unpublished manuscript, University of Michigan.
- McGiverin, J., Gilman, D., & Tillitski, C. (1989). A meta-analysis of the relationship between class size and achievement. Elementary School Journal, 90, 47–56. doi:10.1086/461601. CrossRef
- Meyers, L. S., Gamst, G., & Guarino, A. J. (2006). Applied multivariate research: Design and interpretation. Thousand Oaks, CA: Sage Publications.
- Miller, S. M., & Russek, F. S. (1997). Fiscal structures and economic growth at the state and local level. Public Finance Review, 25, 213–237. doi:10.1177/109114219702500204. CrossRef
- Milton, S. (1986). A sample size formula for multiple regression studies. Public Opinion Quarterly, 50, 112–118. doi:10.1086/268963. CrossRef
- Mincer, J. (1994). The production of human capital and the lifecycle of earnings: Variations on a theme. Cambridge, MA: National Bureau of Economic Research, NBER Working Paper #4838.
- Moomaw, R., Mullen, J. K., & Williams, M. (2002). Human and knowledge capital: A contribution to the empirics of state economic growth. Atlantic Economic Journal, 30, 48–60. doi:10.1007/BF02299146. CrossRef
- Morgan, D. P., Rime, B., & Strahan, P. E. (2004). Bank integration and state business cycles. The Quarterly Journal of Economics, 119, 1555–1584. doi:10.1162/0033553042476161. CrossRef
- Murray, S. E., Rueben, K., & Rosenberg, C. (2007). State education spending: Current pressures and future trends. National Tax Journal, 60, 325–345.
- Nardinelli, C., Wallace, M. S., & Warner, J. T. (1987). Exploring differences in state growth: Catching up versus Olson. Public Choice, 52, 201–213. doi:10.1007/BF00116703. CrossRef
- Nijkamp, P., & Poot, J. (2004). Meta-analysis of the impact of fiscal policies on long-run growth. Tinbergen Institute Discussion Paper. April 23, 2003.
- Olson, M. (1982). The rise and decline of nations: Economic growth, stagflation, and social rigidities. New Haven, CT: Yale University Press.
- Picus, L. (1995). Does money matter in education? A policymaker’s guide. In W. J. Fowler Jr. (Ed.), Selected papers in school finance 1995 (pp. 15–36). Washington, DC: US Department of Education, National Center for Education Statistics.
- Plaut, T. R., & Pluta, J. E. (1983). Business climate, taxes, and expenditures, and state industrial growth in the United States. Southern Economic Journal, 50, 99–119. doi:10.2307/1058043. CrossRef
- Plosila, W. H. (2004). State science-and-technology-based economic development policy: History, trends, and developments, and future directions. Economic Development Quarterly, 18, 113–126. doi:10.1177/0891242404263621. CrossRef
- Poot, J. (2000). A synthesis of empirical research on the impact of government on long-run growth. Growth and Change, 31, 516–546. doi:10.1111/0017-4815.00143. CrossRef
- Quan, N. T., & Beck, J. H. (1987). Public education expenditures and state economic growth: Northeast and Sunbelt regions. Southern Economic Journal, 54, 361–367. doi:10.2307/1059321. CrossRef
- Ragkumar, A. S., & Swaroop, V. (2007). Public spending and outcomes: Does governance matter? Journal of Development Economics, 86, 96–111. doi:10.1016/j.jdeveco.2007.08.003. CrossRef
- Reed, W. R. (2006). The determinants of US state economic growth: A search for control variables. (Paper presented at the Annual Meeting of the National Tax Association, Boston, MA.).
- Roscigno, V. J., Tomaskovic-Devey, D., & Crowley, M. (2006). Education and the inequalities of place. Social Forces, 84, 2121–2145. doi:10.1353/sof.2006.0108. CrossRef
- Rogers, K., & Heller, D. (2003). Moving on: State policies to address academic brain drain in the south. Paper presented at the Forum on Public Policy on Higher Education, Annual Conference of the Association for the Study of Higher Education, Portland, Oregon.
- Schultz, T. W. (1963). The economic value of education. New York: Columbia University Press.
- Sedgley, N. H. (1998). The role of industrial innovation in growth and convergence across US states. Dissertation, University of New Hampshire.
- Senter, R. (1999). The impact of government research and development spending and other factors on state economic development. Public Administration Quarterly, 23, 368–384.
- State Higher Education Executive Officers. (2007). Public postsecondary enrollment, educational appropriations per FTE, and total educational revenues per FTE 1980–2005. Retrieved February 5, 2007, from www.sheeo.org/finance/shef/shef_data.htm.
- Strahan, P. (2006). Band diversification, economic diversification? FRBSF Economic Letter 2006–10 (May 16). San Francisco: Federal Reserve Bank of San Francisco.
- Swanson, C. B. (2008). Cities in crisis: A special analytic report on high school graduation. Bethesda, MD: Editorial Project in Education Research Center.
- Temple, J. R. W. (1999). The new growth evidence. Journal of Economic Literature, 37, 112–156.
- United Nations. (2005). Human development report 2005: International cooperation at the crossroads. New York: UN Development Programme.
- US Census Bureau. (2002a). Industry snapshots from the economic census. Retrieved February 4, 2008, from http://www.census.gov/econ/census07/snapshots.
- US Census Bureau. (2007a). Educational attainment in the United States. Retrieved February, 2007, June, 2007, from http://www.census.gov/population/www/socdemo/educ-attn.html.
- US Census Bureau. (2007b). Federal, state, and local government: State and local government finances. Retrieved February, 2007, June, 2007, from www.census.gov/govs/www/estimate.html.
- US Census Bureau. (2007c). Geographic mobility survey. Retrieved May 20, 2008 from http://www.census.gov/population/socdemo/migration/tab-a-2.pdf.
- US Census Bureau. (1985–1990, 1992–1995, 1999, 2001, 2002b, 2003–2006, 2008). Statistical abstracts of the United States. Washington, DC: US Census Bureau.
- US Census Bureau. (2008). Statistical abstracts of the United States. Washington, DC: US Census Bureau.
- US Department of Education. (1980, 1981, 1987, 1998a). National Center for Education Statistics. Digest of education statistics. Washington, DC: US Government Printing Office.
- US Department of Education. (1997, 1998b, 2005). National Center for Education Statistics. Digest of education statistics tables and figures. Digest of Education Statistics. Retrieved April 24, 2006, July 7, 2006, July 7, 2007, from www.nces.ed.gov/programs/digest/.
- US Department of Education. (1998c). National Center for Education Statistics. State comparisons of education statistics: 1969–70 to 1996–97: Pupil/teacher ratios in public elementary and secondary schools. Digest of Education Statistics. Retrieved July 7, 2006, March 1, 2007, from http://www.nces.ed.gov/pubs98/98018.
- US Department of Health, Education, and Welfare. (1977–78, 1979). National Center for Education Statistics. Digest of education statistics. Washington, DC: US Government Printing Office.
- US Department of Transportations. (2007). Office of Highway Policy Information. Highway statistics publications. Retrieved February 1, 2007, June, 2007, from www.fhwa.dot.gov/policy/ohpi/hss/hsspubs.htm.
- Vedder, R. (2004). Private versus social returns to higher education: Some new cross-sectional evidence. Journal of Labor Research, 25, 677–686. doi:10.1007/s12122-004-1018-5. CrossRef
- World Bank Group. (2007a). World development indicators online. Retrieved February 5, 2008 from http://ddp-ext.worldbank.org/ext/DDPQQ/member.do?method=getMembers&userid=1&queryId=6.
- World Bank Group. (2007b). World development indicators online. Retrieved May 20, 2008 from http://ddp-ext.worldbank.org.libdata.lib.ua.edu/ext/DDPQQ/member.do?method=getMembers&userid=1&queryId=6.
About this Article
- Title
- Education and economic growth in the United States: cross-national applications for an intra-national path analysis
- Journal
-
Policy Sciences
Volume 41, Issue 3 , pp 183-204 - Cover Date
- 2008-09-01
- DOI
- 10.1007/s11077-008-9062-2
- Print ISSN
- 0032-2687
- Online ISSN
- 1573-0891
- Publisher
- Springer US
- Additional Links
- Topics
- Keywords
-
- Education
- Economic growth
- Cross-national
- Per capita income
- United States
- Industry Sectors
- Authors
-
-
Norman Baldwin
(1)
- Stephen A. Borrelli (1)
-
Norman Baldwin
- Author Affiliations
-
- 1. Univerisity of Alabama, Tuscaloosa, AL, USA