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The Role of Nonpecuniary Considerations: Location Decisions of College Graduates From Low‐Income Backgrounds

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

Abstract

We examine the initial postcollege geographic location decisions of students from low‐income backgrounds, focusing on the role of nonpecuniary considerations. Novel survey questions, in the spirit of the contingent valuation approach, allow us to characterize the full nonpecuniary benefits of each relevant location in dollar equivalents. Supplementing data on perceived location choice probabilities and wage expectations with our nonpecuniary measures allows us to estimate a stylized location choice model and obtain a comprehensive understanding of the importance of pecuniary and nonpecuniary factors. We also combine the nonpecuniary measures with realized location and earnings outcomes to characterize inequality in overall welfare.

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  • Yifan Gong & Todd Stinebrickner & Ralph Stinebrickner & Yuxi Yao, 2025. "The Role of Nonpecuniary Considerations: Location Decisions of College Graduates From Low‐Income Backgrounds," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 66(2), pages 903-931, May.
  • Handle: RePEc:wly:iecrev:v:66:y:2025:i:2:p:903-931
    DOI: 10.1111/iere.12763
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    1. Andrew Agopsowicz & Chris Robinson & Ralph Stinebrickner & Todd Stinebrickner, 2020. "Careers and Mismatch for College Graduates: College and Noncollege Jobs," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1194-1221.
    2. 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.
    3. Koşar, Gizem & Ransom, Tyler & van der Klaauw, Wilbert, 2022. "Understanding migration aversion using elicited counterfactual choice probabilities," Journal of Econometrics, Elsevier, vol. 231(1), pages 123-147.
    4. 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.
    5. 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.
    6. Mike Zabek, 2024. "Local Ties in Spatial Equilibrium," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 287-317, April.
    7. 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.
    8. Ralph Stinebrickner & Todd Stinebrickner, 2014. "Academic Performance and College Dropout: Using Longitudinal Expectations Data to Estimate a Learning Model," Journal of Labor Economics, University of Chicago Press, vol. 32(3), pages 601-644.
    9. Yifan Gong & Todd Stinebrickner & Ralph Stinebrickner, 2020. "Perceived and actual option values of college enrollment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 940-959, November.
    10. Yifan Gong & Todd Stinebrickner & Ralph Stinebrickner, 2019. "Uncertainty about future income: Initial beliefs and resolution during college," Quantitative Economics, Econometric Society, vol. 10(2), pages 607-641, May.
    11. Thomas F Crossley & Yifan Gong & Ralph Stinebrickner & Todd Stinebrickner, 2024. "Examining Income Expectations in the College and Early Post-College Periods: New Distributional Tests of Rational Expectations," Journal of the European Economic Association, European Economic Association, vol. 22(6), pages 2700-2747.
    12. Ralph Stinebrickner & Todd Stinebrickner & Paul Sullivan, 2019. "Job Tasks, Time Allocation, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 37(2), pages 399-433.
    13. Matthew Wiswall & Basit Zafar, 2018. "Preference for the Workplace, Investment in Human Capital, and Gender," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 457-507.
    14. 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.
    15. 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.
    16. Pamela Giustinelli & Charles F Manski & Francesca Molinari, 2022. "Precise or Imprecise Probabilities? Evidence from Survey Response Related to Late-Onset Dementia," Journal of the European Economic Association, European Economic Association, vol. 20(1), pages 187-221.
    17. 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.
    18. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    19. Ralph Stinebrickner & Todd R. Stinebrickner, 2003. "Understanding Educational Outcomes of Students from Low-Income Families: Evidence from a Liberal Arts College with a Full Tuition Subsidy Program," Journal of Human Resources, University of Wisconsin Press, vol. 38(3).
    20. Pamela Giustinelli & Matthew D. Shapiro, 2024. "SeaTE: Subjective Ex Ante Treatment Effect of Health on Retirement," American Economic Journal: Applied Economics, American Economic Association, vol. 16(2), pages 278-317, April.
    21. 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.
    22. 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.
    23. 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.
    24. James P. Ziliak, 2007. "Human capital and the challenge of persistent poverty in Appalachia," Economic Commentary, Federal Reserve Bank of Cleveland, issue Feb.
    25. 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.
    26. Aucejo, Esteban M. & French, Jacob & Zafar, Basit, 2023. "Estimating students’ valuation for college experiences," Journal of Public Economics, Elsevier, vol. 224(C).
    27. 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.
    28. 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.
    29. Joseph G. Altonji & Christina H. Paxson, 1992. "Labor Supply, Hours Constraints, and Job Mobility," Journal of Human Resources, University of Wisconsin Press, vol. 27(2), pages 256-278.
    30. Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2022. "Can perceived returns explain enrollment gaps in postgraduate education?," Labour Economics, Elsevier, vol. 77(C).
    31. Ralph Stinebrickner & Todd R. Stinebrickner, 2014. "A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 426-472.
    32. 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.
    33. Jose Maria Cabrera & Dinand Webbink, 2020. "Do Higher Salaries Yield Better Teachers and Better Student Outcomes?," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1222-1257.
    34. 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).
    35. Paul Sullivan & Ted To, 2014. "Search and Nonwage Job Characteristics," Journal of Human Resources, University of Wisconsin Press, vol. 49(2), pages 472-507.
    36. Naijia Guo & Charles Ka Yui Leung, 2021. "Do elite colleges matter? The impact on entrepreneurship decisions and career dynamics," Quantitative Economics, Econometric Society, vol. 12(4), pages 1347-1397, November.
    37. 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.
    38. 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.
    39. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    40. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    41. 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.
    42. Michael R. Betz & Mark D. Partridge, 2013. "Country Road Take Me Home," International Regional Science Review, , vol. 36(3), pages 267-295, July.
    43. 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.
    44. 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.
    45. Manski, Charles F. & Molinari, Francesca, 2010. "Rounding Probabilistic Expectations in Surveys," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(2), pages 219-231.
    46. Keane, Michael P & Wolpin, Kenneth I, 2001. "The Effect of Parental Transfers and Borrowing Constraints on Educational Attainment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(4), pages 1051-1103, November.
    47. 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. "Just Ask Them Twice: Choice Probabilities and Identification of Ex ante returns and Willingness-To-Pay," Papers 2303.03009, arXiv.org, revised May 2025.
    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.
    6. Meango, Romuald & Girsberger, Esther Mirjam, 2024. "Identification of Ex Ante Returns Using Elicited Choice Probabilities: An Application to Preferences for Public-Sector Jobs," IZA Discussion Papers 17174, Institute of Labor Economics (IZA).

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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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