Ghosh, sudeshna (2017): Education Attainment Forecasting and Economic Inequality United States.
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Abstract
This paper explores a major issue in the context of economics of inequality, namely how far the stark inequalities are retarding educational attainment in the United States in the recent period. An application of the time series ARIMA model is made to forecast both high school and college education in the United States for the period 2018- 2022. The study obtains fluctuating trends (forecast) in certain categories of school educational attainment. A Multi Variate Error Correction Model is utilized to assess how far socio economic factors are responsible in the process of educational attainment. The study obtains a bidirectional long run causal association across educational completion, income growth, inflation, and income inequality. Income inequality and the distribution of income in the United States has a positive bearing on the education sector. Further distributive polices and the behaviour of government spending have a significant effect on the quality of learning. Last, attainment of education and its ramification has an important bearing on the level of income in the United States in the long run.
Item Type: | MPRA Paper |
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Original Title: | Education Attainment Forecasting and Economic Inequality United States |
English Title: | Education Attainment Forecasting and Economic Inequality United States |
Language: | English |
Keywords: | United States; Inequality; education; ARIMA model; Time Series; Vector Error Correction. |
Subjects: | I - Health, Education, and Welfare > I2 - Education and Research Institutions I - Health, Education, and Welfare > I2 - Education and Research Institutions > I24 - Education and Inequality |
Item ID: | 89712 |
Depositing User: | Dr SUDESHNA GHOSH |
Date Deposited: | 06 Nov 2018 11:29 |
Last Modified: | 29 Sep 2019 19:06 |
References: | Aghion, P., & Bolton, P. (1997). A theory of trickle-down growth and development. The Review of Economic Studies, 64(2), 151-172. Ahluwalia, M. S. (1976). Inequality, poverty, and development. Journal of development economics, 3(4), 307-342. Ahluwalia, M.S. (1974). Income Inequality: some dimensions of the problem, In H. Chenery et al., (Eds.). Redistribution with Growth. (3-37). Oxford: Oxford University Press. Alderson, A. S., & Nielsen, F. (2002). Globalization and the great U-turn: Income inequality trends in 16 OECD countries. American Journal of Sociology, 107(5), 1244-1299. Alesina, A., & Rodrik, D. (1994). Distributive politics and economic growth. The quarterly journal of economics, 109(2), 465-490. Alvaredo, F., Atkinson, A. B., Piketty, T., & Saez, E. (2013). The top 1 percent in international and historical perspective. Journal of Economic perspectives, 27(3), 3-20. Appiah, E. N., & McMahon, W. W. (2002). The social outcomes of education and feedbacks on growth in Africa. Journal of Development Studies, 38(4), 27-68. Barro, R. J. (2000). Inequality and Growth in a Panel of Countries. Journal of economic growth, 5(1), 5-32. Becker, G. (1964). Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education. New York: Columbia Univ. Press. Bernstein, J. (2013). The impact of inequality on growth. Center for American Progress, Washington. Bhargava, A., Jamison, D. T., Lau, L. J., &. Murray, C. J. (2001).Modeling the effects of health on economic growth. Journal of health economics. 20(3): 423-440. Blau, F. D., & Kahn, L. M. (2005). Do cognitive test scores explain higher US wage inequality?. Review of Economics and statistics, 87(1), 184-193. Box, G. E. P, and GM Jenkins. ( 1970).Time Series Analysis, Forecasting, and Control. Francisco Holden-Day. Chani, M. I., Jan, S. A., Pervaiz, Z., & Chaudhary, A. R. (2014). Human capital inequality and income inequality: testing for causality. Quality & Quantity, 48(1), 149-156. Checchi, D. (2000). Does Educational Achievement Help to Explain Income Inequality? Working Paper No. 208 (Helsinki: United Nations University); World Institute for Development Economics Research. Checchi, Daniele. (2001). Education, Inequality, and Income Inequality Research Paper No. 52. (DARP), Centres for Economics and Related Disciplines. London School of Economics URL:http://eprints.lse.ac.uk/6566/1/Education%2C_Inequality_and_Income_Inequality.pdf Checchi, Daniele; van de Werfhorst, Herman G. (2014) : Educational Policies and Income Inequality, IZA Discussion Papers, No. 8222, Institute for the Study of Labor (IZA), Bonn. URL:https://www.econstor.eu/bitstream/10419/98946/1/dp8222.pdf Chen, S., & Ravallion, M. (2010). The developing world is poorer than we thought, but no less successful in the fight against poverty. The Quarterly Journal of Economics, 125(4), 1577-1625. CPS Historical Time Series Tables. United States Census.2017. URL: https://www.census.gov/data/tables/time-series/demo/educational-attainment/cps-historical-time-series.html Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American statistical association, 74(366a), 427-431. Földvári P, Leeuwen B.V. (2010). Educational inequality in Europe, 1870-2000. Presented in: Workshop on human capital in economic history: measurement, determinants and implications, Tuebingen, Germany;27–29 August,2010. Forbes, K. J. (2000). A reassessment of the relationship between inequality and growth. American economic review, 90(4), 869-887. Freeman, R., & Schettkat, R. (2001). Skill compression, wage differentials, and employment: Germany vs the US. Oxford Economic Papers, 53(3), 582-603. Galor, O. (2012). The demographic transition: causes and consequences. Cliometrica, 6(1), 1-28. Galor, O., & Tsiddon, D. (1997). Technological progress, mobility, and economic growth. The American Economic Review, 363-382. Galor, O., & Zeira, J. (1993). Income distribution and macroeconomics. The review of economic studies, 60(1), 35-52. Granger, C. W. (1980). Testing for causality: a personal viewpoint. Journal of Economic Dynamics and control, 2, 329-352. Gregorio, J. D., & Lee, J. W. (2002). Education and income inequality: new evidence from cross‐country data. Review of income and wealth, 48(3), 395-416. Hoeller, Peter and Joumard, Isabelle and Bloch, Debra and Pisu, Mauro. (2012). Less Income Inequality and More Growth – Are They Compatible?: Part 1: Mapping Income Inequality Across the OECD. (January 10, 2012). OECD Working Paper No. 924. DOI: SSRN: http://dx.doi.org/10.2139/ssrn.2014780 IMF, Government Finance Statistics Yearbook. URL: https://data.imf.org/?sk=a0867067-d23c-4ebc-ad23-d3b015045405 Jamal, H., & Khan, A. J. (2003). The changing profile of regional inequality. The Pakistan Development Review, 113-123. Jason Furman & Joseph E. Stiglitz. (1998). Economic Consequences of income inequality. Proceedings - Economic Policy Symposium, Jackson Hole. Federal Reserve Bank of Kansas City. 221-263. Jenkins, H. (1995). Education and production in the United Kingdom. Paper No.101 Oxford: Nuffield College. Johansen, S, and K, Juselius. (1990) Maximum Likelihood Estimation and Inference on Cointegration with Applications to the Demand for Money. Oxford Bulletin of Economics' and Statistics (52), 169-210. Johansen, S. (1992). Testing weak exogeneity and the order of cointegration in UK money demand data. Journal of Policy modeling, 14(3), 313-334. Kuznets, S. (1955). Economic growth and income inequality. The American economic review, 45(1), 1-28. Lopez, R., Thomas, V., & Wang, Y. (1999). Addressing the education puzzle: the distribution of education and economic reform. The World Bank. Mogues, T., & Carter, M. R. (2005). Social capital and the reproduction of economic inequality in polarized societies. The Journal of Economic Inequality, 3(3), 193-219. Moretti, E.( 1999). Estimating the social return to education: evidence from repeated cross-sectional and longitudinal data. Center for Labor Economics Working Paper, 22. Nielsen, F., & Alderson, A. S. (1995). Income inequality, development, and dualism: Results from an unbalanced cross-national panel. American Sociological Review, 674-701. Oded, G. (2011). Inequality, human capital formation, and the process of development. In In Eric A. Hanushek, Stephen Machin and Ludger Woessmann (Eds). Handbook of the Economics of Education (Vol. 4, 441-493). North Holland: Elsevier. Park, K. H. (1996a). Income inequality and economic progress: an empirical test of the Institutionalist approach. American Journal of Economics and Sociology, 55(1), 87-96. Park, K. H. (1996b). Educational expansion and educational inequality on income distribution. Economics of education review, 15(1), 51-58. Park, K. H. (1998). Distribution and growth: cross-country evidence. Applied Economics, 30(7), 943-949. Partridge, M. D. (1997). Is inequality harmful for growth? Comment. The American Economic Review, 87(5), 1019-1032. Partridge, M. D. (2005). Does income distribution affect US state economic growth?. Journal of Regional Science, 45(2), 363-394. Phillips, P. C., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335-346. Ram, R. (1984). Population increase, economic growth, educational inequality, and income distribution: Some recent evidence. Journal of Development Economics, 14(3), 419-428. Robinson, S. (1976). A note on the U hypothesis relating income inequality and economic development. The American economic review, 66(3), 437-440. Siebert, H. (1998). Commentary: economic consequences of income inequality. In Symposium of the Federal Reserve Bank of Kansas City on Income Inequality: Issues and Policy Options, 265-281. Sims, C. A. (1980). Macroeconomics and reality. Econometrica: Journal of the Econometric Society, 1-48. Stewart, F. (1978). Inequality, technology, and payments systems. World Development, 6(3), 275-293. Stiglitz, J. E. (2012). The price of inequality: How today's divided society endangers our future. WW Norton & Company. Tinbergen, J. (1972). The impact of education on income distribution. Review of Income and wealth, 18(3), 255-265. Wells, R. (2006). Education’s effect on income inequality: an economic globalisation perspective. Globalisation, Societies and Education, 4(3), 371-391. Winegarden, C. R. (1979). Schooling and income distribution: Evidence from international data. Economica, 83-87. Winegarden, C. R. (1979). Schooling and income distribution: Evidence from international data. Economica, 83-87. World Bank’s World Development Indicators (WDI) 2017. URL:. http://databank.worldbank.org/data/reports.aspx?source=world-development-indicators Yang, D. T. (2002). What has caused regional inequality in China?. China Economic Review, 13(4), 331-334. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/89712 |