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Compensating teachers serving rural schools: evidence from a developing region in southern China

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  • Hongmei Ma

    (Central China Normal University)

  • Wanpeng Lei

    (Central China Normal University)

Abstract

Desirable working conditions such as geographic accessibilities attached to the job are important amenities for individuals to maximize their occupational utility, and the absence of comfortable working conditions should be equally and adequately compensated. The “compensating wage differential” hypothesis subsumed by hedonic wage theory offers us the theoretical framework to interpret the relationship between individuals’ earnings and job dis(amenities). In the teacher labor market, job disamenities such as the undesirable geographic location of schools should be compensated to balance the spatial distribution of teachers. The authors tested this idea by employing a unique self-collected dataset, sourced from a representative developing region in southern China. The results showed that teachers’ earnings were positively associated with the geographical unpopularity attached to the rural school where they worked, holding other factors constant. In addition, the result yielded by instrumental variable identification strategy confirmed that teachers’ positive self-selection into rural schools had led to an underestimation of the adverse impact of geographic ruralness on their utility losses. This paper sheds light on how to staff schools located in geographically disadvantaged areas with quality teachers by properly offering economic incentives.

Suggested Citation

  • Hongmei Ma & Wanpeng Lei, 2025. "Compensating teachers serving rural schools: evidence from a developing region in southern China," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-04598-1
    DOI: 10.1057/s41599-025-04598-1
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    1. Eric J. Brunner & Jennifer Imazeki, 2010. "Probation Length and Teacher Salaries: Does Waiting Pay Off?," ILR Review, Cornell University, ILR School, vol. 64(1), pages 164-180, October.
    2. Matteo Bobba & Tim Ederer & Gianmarco León-Ciliotta & Christopher A. Neilson & Marco Nieddu, 2021. "Teacher compensation and structural inequality: Evidence from centralized teacher school choice in Perú," Economics Working Papers 1788, Department of Economics and Business, Universitat Pompeu Fabra.
    3. Bénabou, Roland & Kramarz, Francis & Prost, Corinne, 2009. "The French zones d'éducation prioritaire: Much ado about nothing?," Economics of Education Review, Elsevier, vol. 28(3), pages 345-356, June.
    4. Barbara Biasi, 2021. "The Labor Market for Teachers under Different Pay Schemes," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 63-102, August.
    5. Jessalynn James & Matthew A. Kraft & John P. Papay, 2023. "Local supply, temporal dynamics, and unrealized potential in teacher hiring," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(4), pages 1010-1044, September.
    6. Goldhaber, Dan & Destler, Katharine & Player, Daniel, 2010. "Teacher labor markets and the perils of using hedonics to estimate compensating differentials in the public sector," Economics of Education Review, Elsevier, vol. 29(1), pages 1-17, February.
    7. Thibaut Lamadon & Magne Mogstad & Bradley Setzler, 2022. "Imperfect Competition, Compensating Differentials, and Rent Sharing in the US Labor Market," American Economic Review, American Economic Association, vol. 112(1), pages 169-212, January.
    8. Mary F. Evans & Laura O. Taylor, 2020. "Using Revealed Preference Methods to Estimate the Value of Reduced Mortality Risk: Best Practice Recommendations for the Hedonic Wage Model," Review of Environmental Economics and Policy, University of Chicago Press, vol. 14(2), pages 282-301.
    9. Gregory Elacqua & Diana Hincapie & Isabel Hincapie & Veronica Montalva, 2022. "Can Financial Incentives Help Disadvantaged Schools to Attract and Retain High‐Performing Teachers? Evidence from Chile," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(2), pages 603-631, March.
    10. Asim, Salman & Chimombo, Joseph & Chugunov, Dmitry & Gera, Ravinder, 2019. "Moving teachers to Malawi’s remote communities: A data-driven approach to teacher deployment," International Journal of Educational Development, Elsevier, vol. 65(C), pages 26-43.
    11. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    12. Stephanie Martin, 2010. "Are public school teacher salaries paid compensating wage differentials for student racial and ethnic characteristics?," Education Economics, Taylor & Francis Journals, vol. 18(3), pages 349-370.
    13. Han, Li & Xie, Jiaxin, 2020. "Can conditional grants attract better students? Evidence from Chinese teachers’ colleges," Economics of Education Review, Elsevier, vol. 78(C).
    14. Dai, Fengyan & Xu, Lei & Zhu, Yu, 2022. "Higher education expansion and supply of teachers in China," China Economic Review, Elsevier, vol. 71(C).
    15. Rahul Deb & Yuichi Kitamura & John K H Quah & Jörg Stoye, 2023. "Revealed Price Preference: Theory and Empirical Analysis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(2), pages 707-743.
    16. Torberg Falch, 2011. "Teacher Mobility Responses to Wage Changes: Evidence from a Quasi-natural Experiment," American Economic Review, American Economic Association, vol. 101(3), pages 460-465, May.
    17. Jeffrey Clemens & Joshua D. Gottlieb, 2014. "Do Physicians' Financial Incentives Affect Medical Treatment and Patient Health?," American Economic Review, American Economic Association, vol. 104(4), pages 1320-1349, April.
    18. repec:adr:anecst:y:2013:i:111-112:p:7 is not listed on IDEAS
    19. Lin-Feng Yue & Jing-Ran Sun & Long-Jian Yang, 2022. "The impact of fiscal centralization policies on education expenditure among Chinese local governments," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(4), pages 2281-2300, August.
    20. Todd Pugatch & Elizabeth Schroeder, 2018. "Teacher pay and student performance: evidence from the Gambian hardship allowance," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 10(2), pages 249-276, April.
    21. Lucas, Robert E B, 1977. "Hedonic Wage Equations and Psychic Wages in the Returns to Schooling," American Economic Review, American Economic Association, vol. 67(4), pages 549-558, September.
    22. Eric A. Hanushek & Marc Piopiunik & Simon Wiederhold, 2019. "The Value of Smarter Teachers: International Evidence on Teacher Cognitive Skills and Student Performance," Journal of Human Resources, University of Wisconsin Press, vol. 54(4), pages 857-899.
    23. Jennifer L. Steele & Richard J. Murnane & John B. Willett, 2010. "Do financial incentives help low-performing schools attract and keep academically talented teachers? Evidence from California," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(3), pages 451-478.
    24. Nick Hanley & Mikołaj Czajkowski, 2019. "The Role of Stated Preference Valuation Methods in Understanding Choices and Informing Policy," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(2), pages 248-266.
    25. Aleksey Oshchepkov, 2015. "Compensating Wage Differentials Across Russian Regions," AIEL Series in Labour Economics, in: Chiara Mussida & Francesco Pastore (ed.), Geographical Labor Market Imbalances. Recent Explanations and Cures, edition 1, chapter 4, pages 65-105, AIEL - Associazione Italiana Economisti del Lavoro.
    26. Eleonora Bertoni & Gregory Elacqua & Diana Hincapié & Carolina Méndez & Diana Paredese, 2023. "Teachers’ Preferences for Proximity and the Implications for Staffing Schools: Evidence from Peru," Education Finance and Policy, MIT Press, vol. 18(2), pages 181-212, Spring.
    27. Marilyn Carroll & Mark Smith & Gwen Oliver & Sirin Sung, 2009. "Recruitment and Retention in Front-line Services: the case of childcare," Post-Print hal-00538664, HAL.
    28. Marilyn Carroll & Mark Smith & Gwen Oliver & Sirin Sung, 2009. "Recruitment and Retention in Front-line Services: the case of childcare," Grenoble Ecole de Management (Post-Print) hal-00538664, HAL.
    29. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    30. Cowan, James & Goldhaber, Dan, 2018. "Do bonuses affect teacher staffing and student achievement in high poverty schools? Evidence from an incentive for national board certified teachers in Washington State," Economics of Education Review, Elsevier, vol. 65(C), pages 138-152.
    31. Donald Boyd & Hamilton Lankford & Susanna Loeb & James Wyckoff, 2013. "Analyzing the Determinants of the Matching of Public School Teachers to Jobs: Disentangling the Preferences of Teachers and Employers," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 83-117.
    32. Adnan Q. Khan & Asim Ijaz Khwaja & Benjamin A. Olken, 2019. "Making Moves Matter: Experimental Evidence on Incentivizing Bureaucrats through Performance-Based Postings," American Economic Review, American Economic Association, vol. 109(1), pages 237-270, January.
    33. Joseph Marchand & Jeremy G. Weber, 2020. "How Local Economic Conditions Affect School Finances, Teacher Quality, and Student Achievement: Evidence from the Texas Shale Boom," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(1), pages 36-63, January.
    34. Pugatch, Todd & Schroeder, Elizabeth, 2014. "Incentives for teacher relocation: Evidence from the Gambian hardship allowance," Economics of Education Review, Elsevier, vol. 41(C), pages 120-136.
    35. Levinson, Arik M., 1988. "Reexamining teacher preferences and compensating wages," Economics of Education Review, Elsevier, vol. 7(3), pages 357-364, June.
    36. Thomas S. Dee & James Wyckoff, 2015. "Incentives, Selection, and Teacher Performance: Evidence from IMPACT," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 34(2), pages 267-297, March.
    37. Hanushek, Eric A., 2011. "The economic value of higher teacher quality," Economics of Education Review, Elsevier, vol. 30(3), pages 466-479, June.
    38. Kurt Lavetti, 2023. "Compensating Wage Differentials in Labor Markets: Empirical Challenges and Applications," Journal of Economic Perspectives, American Economic Association, vol. 37(3), pages 189-212, Summer.
    39. Jay G. Chambers, 1978. "Educational Cost Differentials and the Allocation of State Aid for Elementary/Secondary Education," Journal of Human Resources, University of Wisconsin Press, vol. 13(4), pages 459-481.
    40. Nicolás Ajzenman & Eleonora Bertoni & Gregory Elacqua & Luana Marotta & Carolina Méndez Vargas, 2024. "Altruism or Money? Reducing Teacher Sorting Using Behavioral Strategies in Peru," Journal of Labor Economics, University of Chicago Press, vol. 42(4), pages 1049-1091.
    41. Hwang, Hae-shin & Mortensen, Dale T & Reed, W Robert, 1998. "Hedonic Wages and Labor Market Search," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 815-847, October.
    42. Antos, Joseph R. & Rosen, Sherwin, 1975. "Discrimination in the market for public school teachers," Journal of Econometrics, Elsevier, vol. 3(2), pages 123-150, May.
    43. Corinne Prost, 2013. "Teacher Mobility: Can Financial Incentives Help Disadvantaged Schools to Retain Their Teachers?," Annals of Economics and Statistics, GENES, issue 111-112, pages 171-191.
    44. Charles Brown, 1980. "Equalizing Differences in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 94(1), pages 113-134.
    45. Qin, Paige & Chernew, Michael, 2014. "Compensating wage differentials and the impact of health insurance in the public sector on wages and hours," Journal of Health Economics, Elsevier, vol. 38(C), pages 77-87.
    46. Michela M. Tincani, 2021. "Teacher labor markets, school vouchers, and student cognitive achievement: Evidence from Chile," Quantitative Economics, Econometric Society, vol. 12(1), pages 173-216, January.
    47. Li Feng & Tim R. Sass, 2018. "The Impact of Incentives to Recruit and Retain Teachers in “Hard†to†Staff†Subjects," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 37(1), pages 112-135, January.
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