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The Role of Non-Pecuniary Considerations: Location Decisions of College Graduates from Low Income Backgrounds

Author

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  • Yifan Gong
  • Todd R. Stinebrickner
  • Ralph Stinebrickner
  • Yuxi Yao

Abstract

We examine the initial post-college geographic location decisions of students from hometowns in the Appalachian region that often lack substantial high-skilled job opportunities, focusing on the role of non-pecuniary considerations. Novel survey questions in the spirit of the contingent valuation approach allow us to measure the full non-pecuniary benefits of each relevant geographic location, in dollar equivalents. A new specification test is designed and implemented to provide evidence about the quality of these non-pecuniary measures. Supplementing perceived location choice probabilities and expectations about pecuniary factors with our new non-pecuniary measures allows us to estimate a stylized model of location choice and obtain a comprehensive understanding of the importance of pecuniary and non-pecuniary factors. We also combine the non-pecuniary measures with realized location and earnings outcomes to characterize inequality in overall welfare.

Suggested Citation

  • Yifan Gong & Todd R. Stinebrickner & Ralph Stinebrickner & Yuxi Yao, 2024. "The Role of Non-Pecuniary Considerations: Location Decisions of College Graduates from Low Income Backgrounds," NBER Working Papers 32127, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:32127
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    1. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    2. Brant Abbott & Giovanni Gallipoli & Costas Meghir & Giovanni L. Violante, 2019. "Education Policy and Intergenerational Transfers in Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2569-2624.
    3. Teodora Boneva & Christopher Rauh, 2017. "Socio-Economic Gaps in University Enrollment: The Role of Perceived Pecuniary and Non-Pecuniary Returns," Working Papers 2017-080, Human Capital and Economic Opportunity Working Group.
    4. Mike Zabek, 2024. "Local Ties in Spatial Equilibrium," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 287-317, April.
    5. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 106-142.
    6. Christopher Bollinger & James P. Ziliak & Kenneth R. Troske, 2011. "Down from the Mountain: Skill Upgrading and Wages in Appalachia," Journal of Labor Economics, University of Chicago Press, vol. 29(4), pages 819-857.
    7. Xavier D'Haultfoeuille & Christophe Gaillac & Arnaud Maurel, 2021. "Rationalizing rational expectations: Characterizations and tests," Quantitative Economics, Econometric Society, vol. 12(3), pages 817-842, July.
    8. Chang-Tai Hsieh & Enrico Moretti, 2019. "Housing Constraints and Spatial Misallocation," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(2), pages 1-39, April.
    9. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    10. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
    11. Brian Jacob & Brian McCall & Kevin Stange, 2018. "College as Country Club: Do Colleges Cater to Students’ Preferences for Consumption?," Journal of Labor Economics, University of Chicago Press, vol. 36(2), pages 309-348.
    12. D’Haultfœuille, Xavier & Maurel, Arnaud, 2013. "Inference on an extended Roy model, with an application to schooling decisions in France," Journal of Econometrics, Elsevier, vol. 174(2), pages 95-106.
    13. James P. Ziliak, 2007. "Human capital and the challenge of persistent poverty in Appalachia," Economic Commentary, Federal Reserve Bank of Cleveland, issue Feb.
    14. Edward L. Glaeser & Matthew G. Resseger, 2010. "The Complementarity Between Cities And Skills," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 221-244, February.
    15. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    16. Todd Stinebrickner & Ralph Stinebrickner, 2012. "Learning about Academic Ability and the College Dropout Decision," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 707-748.
    17. Thomas Crossley & Yifan Gong & Todd Stinebrickner & Ralph Stinebrickner, 2021. "Examining income expectations in the college and early post-college periods: new distributional tests of rational expectations," IFS Working Papers W21/01, Institute for Fiscal Studies.
    18. Asher A. Blass & Saul Lach & Charles F. Manski, 2010. "Using Elicited Choice Probabilities To Estimate Random Utility Models: Preferences For Electricity Reliability," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(2), pages 421-440, May.
    19. Büchel, Konstantin & Ehrlich, Maximilian V. & Puga, Diego & Viladecans-Marsal, Elisabet, 2020. "Calling from the outside: The role of networks in residential mobility," Journal of Urban Economics, Elsevier, vol. 119(C).
    20. Paul Sullivan & Ted To, 2014. "Search and Nonwage Job Characteristics," Journal of Human Resources, University of Wisconsin Press, vol. 49(2), pages 472-507.
    21. Dan Black & Terra McKinnish & Seth Sanders, 2005. "The Economic Impact Of The Coal Boom And Bust," Economic Journal, Royal Economic Society, vol. 115(503), pages 449-476, April.
    22. Kristiina Huttunen & Jarle Møen & Kjell G. Salvanes, 2018. "Job Loss and Regional Mobility," Journal of Labor Economics, University of Chicago Press, vol. 36(2), pages 479-509.
    23. Dan Black & Kermit Daniel & Seth Sanders, 2002. "The Impact of Economic Conditions on Participation in Disability Programs: Evidence from the Coal Boom and Bust," American Economic Review, American Economic Association, vol. 92(1), pages 27-50, March.
    24. Michael R. Betz & Mark D. Partridge, 2013. "Country Road Take Me Home," International Regional Science Review, , vol. 36(3), pages 267-295, July.
    25. David Albouy, 2008. "Are Big Cities Bad Places to Live? Estimating Quality of Life across Metropolitan Areas," NBER Working Papers 14472, National Bureau of Economic Research, Inc.
    26. Yifan Gong & Lance Lochner & Ralph Stinebrickner & Todd R. Stinebrickner, 2019. "The Consumption Value of College," NBER Working Papers 26335, National Bureau of Economic Research, Inc.
    27. Peter Arcidiacono & V. Joseph Hotz & Arnaud Maurel & Teresa Romano, 2020. "Ex Ante Returns and Occupational Choice," Journal of Political Economy, University of Chicago Press, vol. 128(12), pages 4475-4522.
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    Cited by:

    1. Romuald Meango & Esther Mirjam Girsberger, 2023. "Identification of Ex ante Returns Using Elicited Choice Probabilities: an Application to Preferences for Public-sector Jobs," Papers 2303.03009, arXiv.org, revised Jun 2024.
    2. Gizem Koşar & Cormac O'Dea, 2022. "Expectations Data in Structural Microeconomic Models," NBER Working Papers 30094, National Bureau of Economic Research, Inc.
    3. Romuald Méango & François Poinas, 2023. "The (Option-) Value of Overstaying," CESifo Working Paper Series 10536, CESifo.
    4. Romauld Méango, 2023. "Identification of ex ante returns using elicited choice probabilities," Economics Series Working Papers 1007, University of Oxford, Department of Economics.
    5. Romuald Meango, 2023. "Using Probabilistic Stated Preference Analyses to Understand Actual Choices," Papers 2307.13966, arXiv.org.

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    More about this item

    JEL classification:

    • J0 - Labor and Demographic Economics - - General
    • J32 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Nonwage Labor Costs and Benefits; Retirement Plans; Private Pensions
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

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