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The shifting relationship between educational attainment and poverty: analysis of seven deep southern states

Author

Listed:
  • Amadeo Panyi

    (Oklahoma State University)

  • Brian Whitacre

    (Oklahoma State University)

  • Alicia Young

    (Oklahoma State University)

Abstract

Investment in both public and private education is aimed at achieving socioeconomic goals, including the reduction of poverty. While a large body of evidence has established a clear negative relationship between education and poverty, policymakers are often in disagreement about the returns to different levels of educational attainment (for example, bachelor’s vs. associate degrees). In this study, the relationship between education and poverty is examined to determine variations over time and space. Census tract-level data were compiled from the 2010–2014 and 2017–2021 5-Year American Community Survey for seven “Deep South” states, widely acknowledged as the poorest region in the USA. Multiscale geographically weighted regression results reveal a shift in the education–poverty relationship from a local scale in the earlier period to a more global relationship in recent years. The results indicate significant shifts in how poverty interacts with educational attainment over time, with associate degrees becoming less influential, while the relationship with bachelor’s degrees expands dramatically. These results highlight the need to consider local and temporal context when considering investments in education. The effects of other economic and demographic factors are also reported.

Suggested Citation

  • Amadeo Panyi & Brian Whitacre & Alicia Young, 2025. "The shifting relationship between educational attainment and poverty: analysis of seven deep southern states," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(1), pages 1-25, March.
  • Handle: RePEc:spr:anresc:v:74:y:2025:i:1:d:10.1007_s00168-024-01344-4
    DOI: 10.1007/s00168-024-01344-4
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    1. Matt Kures & Steven C. Deller, 2023. "Growth in Commuting Patterns and Their Impacts on Rural Workforce and Economic Development," Economic Development Quarterly, , vol. 37(1), pages 54-63, February.
    2. Amanda L. Weinstein & Michael Hicks & Emily Wornell, 2023. "An aggregate approach to estimating quality of life in micropolitan areas," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(2), pages 447-476, April.
    3. Mehak Sachdeva & Stewart Fotheringham & Ziqi Li, 2022. "Do Places Have Value?: Quantifying the Intrinsic Value of Housing Neighborhoods Using MGWR," Journal of Housing Research, Taylor & Francis Journals, vol. 31(1), pages 24-52, April.
    4. Bruce Weber & Leif Jensen & Kathleen Miller & Jane Mosley & Monica Fisher, 2005. "A Critical Review of Rural Poverty Literature: Is There Truly a Rural Effect?," International Regional Science Review, , vol. 28(4), pages 381-414, October.
    5. Christopher Jepsen & Kenneth Troske & Paul Coomes, 2014. "The Labor-Market Returns to Community College Degrees, Diplomas, and Certificates," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 95-121.
    6. Jacobson, Louis & LaLonde, Robert & G. Sullivan, Daniel, 2005. "Estimating the returns to community college schooling for displaced workers," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 271-304.
    7. Persefoni V. Tsaliki, 2009. "Economic development and unemployment: do they connect?," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 36(7), pages 773-781, June.
    8. Riddell, W. Craig & Song, Xueda, 2011. "The impact of education on unemployment incidence and re-employment success: Evidence from the U.S. labour market," Labour Economics, Elsevier, vol. 18(4), pages 453-463, August.
    9. Alberto Alesina & Reza Baqir & William Easterly, 1999. "Public Goods and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1243-1284.
    10. Helen F. Ladd, 2012. "Education and Poverty: Confronting the Evidence," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 31(2), pages 203-227, March.
    11. James Morgan & Martin David, 1963. "Education and Income," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 77(3), pages 423-437.
    12. Cromartie, John B. & Swanson, Linda L., 1996. "Census Tracts More Precisely Define Rural Populations and Areas," Rural America/ Rural Development Perspectives, United States Department of Agriculture, Economic Research Service, vol. 11(3), June.
    13. Rupasingha, Anil & Goetz, Stephan J., 2007. "Social and political forces as determinants of poverty: A spatial analysis," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 36(4), pages 650-671, August.
    14. Philip Watson & Steven Deller, 2022. "Tourism and economic resilience," Tourism Economics, , vol. 28(5), pages 1193-1215, August.
    15. Tim Slack & Dudley L. Poston & Joachim Singelmann & Kayla Fontenot & Rogelio Saenz & Carlos Siordia, 2009. "Poverty in the Texas borderland and lower Mississippi Delta: A comparative analysis of differences by family type," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 20(15), pages 353-376.
    16. Roberto Gallardo & Brian Whitacre, 2018. "21st century economic development: Telework and its impact on local income," Regional Science Policy & Practice, Wiley Blackwell, vol. 10(2), pages 103-123, June.
    17. Peter Saunders, 2002. "The Director and Indirect Effects of Unemployment on Poverty and Inequality," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 5(4), pages 507-530, December.
    18. Weilin Liu & Jingdong Li & Rong Zhao, 2023. "The effects of rural education on poverty in China: a spatial econometric perspective," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 28(1), pages 176-198, January.
    19. Partridge, Mark D. & Rickman, Dan S., 2007. "Persistent Pockets of Extreme American Poverty and Job Growth: Is There a Place-Based Policy Role?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 32(01), pages 1-24, April.
    20. A. Stewart Fotheringham & Wenbai Yang & Wei Kang, 2017. "Multiscale Geographically Weighted Regression (MGWR)," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 107(6), pages 1247-1265, November.
    21. Wilfred I. Ukpere & Andre D. Slabbert, 2009. "A relationship between current globalisation, unemployment, inequality and poverty," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 36(1/2), pages 37-46, January.
    22. Awan, Masood Sarwar & Malik, Nouman & Sarwar, Haroon & Waqas, Muhammad, 2011. "Impact of education on poverty reduction," MPRA Paper 31826, University Library of Munich, Germany.
    23. William Levernier & Mark D. Partridge & Dan S. Rickman, 2000. "The Causes of Regional Variations in U.S. Poverty: A Cross‐County Analysis," Journal of Regional Science, Wiley Blackwell, vol. 40(3), pages 473-497, August.
    24. Mark D. Partridge & Dan S. Rickman, 2006. "The Geography of American Poverty: Is There a Need for Place-Based Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number gap.
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    Keywords

    I25; O43; R11;
    All these keywords.

    JEL classification:

    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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