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Education Attainment Forecasting and Economic Inequality United States

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  • Ghosh, sudeshna

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.

Suggested Citation

  • Ghosh, sudeshna, 2017. "Education Attainment Forecasting and Economic Inequality United States," MPRA Paper 89712, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:89712
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    References listed on IDEAS

    as
    1. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    2. Lopez, Ramon & Thomas, Vinod & Yan Wang, 1998. "Addressing the education puzzle : the distribution of education and economic reform," Policy Research Working Paper Series 2031, The World Bank.
    3. Alok Bhargava & Dean T. Jamison & Lawrence J. Lau & Christopher J. L. Murray, 2006. "Modeling the effects of health on economic growth," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 20, pages 269-286, World Scientific Publishing Co. Pte. Ltd..
    4. Peter Hoeller & Isabelle Joumard & Mauro Pisu & Debra Bloch, 2012. "Less Income Inequality and More Growth – Are They Compatible? Part 1. Mapping Income Inequality Across the OECD," OECD Economics Department Working Papers 924, OECD Publishing.
    5. Oded Galor, 2012. "The demographic transition: causes and consequences," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 6(1), pages 1-28, January.
    6. Freeman, Richard & Schettkat, Ronald, 2001. "Skill Compression, Wage Differentials, and Employment: Germany vs the US," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 582-603, July.
    7. Alberto Alesina & Dani Rodrik, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 465-490.
    8. Jenkins, H., 1995. "Education and Production in the United Kingdom," Economics Papers 101, Economics Group, Nuffield College, University of Oxford.
    9. Peter Hoeller, 2012. "Less Income Inequality and More Growth – Are they Compatible? Part 4. Top Incomes," OECD Economics Department Working Papers 927, OECD Publishing.
    10. Oded, Galor, 2011. "Inequality, Human Capital Formation, and the Process of Development," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 441-493, Elsevier.
    11. Shaohua Chen & Martin Ravallion, 2010. "The Developing World is Poorer than We Thought, But No Less Successful in the Fight Against Poverty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1577-1625.
    12. Francine D. Blau & Lawrence M. Kahn, 2005. "Do Cognitive Test Scores Explain Higher U.S. Wage Inequality?," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 184-193, February.
    13. Mark D. Partridge, 2005. "Does Income Distribution Affect U.S. State Economic Growth?," Journal of Regional Science, Wiley Blackwell, vol. 45(2), pages 363-394, May.
    14. Ahluwalia, Montek S., 1976. "Inequality, poverty and development," Journal of Development Economics, Elsevier, vol. 3(4), pages 307-342, December.
    15. E. N. Appiah & W. W. McMahon, 2002. "The Social Outcomes of Education and Feedbacks on Growth in Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 38(4), pages 27-68.
    16. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    17. Park, Kang H., 1996. "Educational expansion and educational inequality on income distribution," Economics of Education Review, Elsevier, vol. 15(1), pages 51-58, February.
    18. repec:hal:pseose:halshs-00847231 is not listed on IDEAS
    19. Muhammad Chani & Sajjad Jan & Zahid Pervaiz & Amatul Chaudhary, 2014. "Human capital inequality and income inequality: testing for causality," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(1), pages 149-156, January.
    20. Facundo Alvaredo & Anthony Atkinson & Thomas Piketty & Emmanuel Saez, 2013. "The Top 1% in International and Historical Perspective," Post-Print halshs-00847231, HAL.
    21. Galor, Oded & Tsiddon, Daniel, 1997. "Technological Progress, Mobility, and Economic Growth," American Economic Review, American Economic Association, vol. 87(3), pages 363-382, June.
    22. repec:bla:revinw:v:18:y:1972:i:3:p:255-65 is not listed on IDEAS
    23. Tewodaj Mogues & Michael Carter, 2005. "Social capital and the reproduction of economic inequality in polarized societies," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 3(3), pages 193-219, December.
    24. Checchi, D., 2000. "Does Educational Achievement Help to Explain Income Inequality?," Research Paper 208, World Institute for Development Economics Research.
    25. Mauro Pisu, 2012. "Less Income Inequality and More Growth – Are they Compatible? Part 5. Poverty in OECD Countries," OECD Economics Department Working Papers 928, OECD Publishing.
    26. Haroon Jamal & Amir Jahan Khan, 2003. "The Changing Profile of Regional Inequality," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 42(2), pages 113-123.
    27. Facundo Alvaredo & Anthony B. Atkinson & Thomas Piketty & Emmanuel Saez, 2013. "The Top 1 Percent in International and Historical Perspective," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 3-20, Summer.
    28. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    29. Johansen, Soren, 1992. "Testing weak exogeneity and the order of cointegration in UK money demand data," Journal of Policy Modeling, Elsevier, vol. 14(3), pages 313-334, June.
    30. Checchi, Daniele & van de Werfhorst, Herman G., 2014. "Educational Policies and Income Inequality," IZA Discussion Papers 8222, Institute of Labor Economics (IZA).
    31. Ram, Rati, 1984. "Population increase, economic growth, educational inequality, and income distribution : Some recent evidence," Journal of Development Economics, Elsevier, vol. 14(3), pages 419-428, April.
    32. José De Gregorio & Jong–Wha Lee, 2002. "Education and Income Inequality: New Evidence From Cross‐Country Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 395-416, September.
    33. 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.
    34. Jan Tinbergen, 1972. "The Impact Of Education On Income Distribution," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 18(3), pages 255-265, September.
    35. Yang, Dennis Tao, 2002. "What has caused regional inequality in China?," China Economic Review, Elsevier, vol. 13(4), pages 331-334, December.
    36. Robinson, Sherman, 1976. "A Note on the U Hypothesis Relating Income Inequality and Economic Development," American Economic Review, American Economic Association, vol. 66(3), pages 437-440, June.
    37. repec:bla:econom:v:46:y:1979:i:181:p:83-87 is not listed on IDEAS
    38. Philippe Aghion & Patrick Bolton, 1997. "A Theory of Trickle-Down Growth and Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 151-172.
    39. Checchi, Daniele, 2001. "Education, inequality and income inequality," LSE Research Online Documents on Economics 6566, London School of Economics and Political Science, LSE Library.
    40. Frances Stewart, 1983. "Inequality, Technology and Payments Systems," Palgrave Macmillan Books, in: Frances Stewart (ed.), Work, Income and Inequality, chapter 1, pages 1-31, Palgrave Macmillan.
    41. Granger, C. W. J., 1980. "Testing for causality : A personal viewpoint," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 329-352, May.
    42. Kristin J. Forbes, 2000. "A Reassessment of the Relationship between Inequality and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 869-887, September.
    43. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    44. Partridge, Mark D, 1997. "Is Inequality Harmful for Growth? Comment," American Economic Review, American Economic Association, vol. 87(5), pages 1019-1032, December.
    45. Kang Park, 1998. "Distribution and growth: cross-country evidence," Applied Economics, Taylor & Francis Journals, vol. 30(7), pages 943-949.
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    More about this item

    Keywords

    United States; Inequality; education; ARIMA model; Time Series; Vector Error Correction.;
    All these keywords.

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

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