IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/100400.html
   My bibliography  Save this paper

Discriminating Behavior: Evidence from teachers’ grading bias

Author

Listed:
  • Ferman, Bruno
  • Fontes, Luiz Felipe

Abstract

Recent evidence has established that non-cognitive skills are key determinants of education and labor outcomes, and are malleable throughout adolescence. However, little is known about the mechanisms producing these results. This paper tests a channel that could explain part of the association between non-cognitive skills and important outcomes: teacher grading discrimination toward student behaviors. Evidence is drawn from a unique data pertaining to students from middle and high-school in Brazilian private schools. Our empirical strategy is based on the contrasting of school-level tests graded by teachers and school-level tests that cover the same content but are graded blindly. Using detailed data on student classroom behaviors and holding constant performance in exams graded blindly, evidence indicates that teachers inflate the grades of better-behaved students while deducting points from worse-behaved ones. These biases are driven by grading discrimination in exams with open questions. Additionally, teachers’ behavior does not appear to be consistent with statistical discrimination.

Suggested Citation

  • Ferman, Bruno & Fontes, Luiz Felipe, 2020. "Discriminating Behavior: Evidence from teachers’ grading bias," MPRA Paper 100400, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:100400
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/100400/1/MPRA_paper_100400.pdf
    File Function: original version
    Download Restriction: no

    File URL: https://mpra.ub.uni-muenchen.de/105629/1/MPRA_paper_105629.pdf
    File Function: revised version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Terrier, Camille, 2020. "Boys lag behind: How teachers’ gender biases affect student achievement," Economics of Education Review, Elsevier, vol. 77(C).
    2. Lex Borghans & Bart Golsteyn & James J. Heckman & John Eric Humphries, 2016. "What Grades and Achievement Tests Measure," Working Papers 2016-022, Human Capital and Economic Opportunity Working Group.
    3. Joseph G. Altonji & Charles R. Pierret, 2001. "Employer Learning and Statistical Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 313-350.
    4. James J. Heckman & Tomas Jagelka & Tim Kautz, 2019. "Some Contributions of Economics to the Study of Personality," Working Papers 2019-069, Human Capital and Economic Opportunity Working Group.
    5. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    6. Marianne Bertrand & Jessica Pan, 2013. "The Trouble with Boys: Social Influences and the Gender Gap in Disruptive Behavior," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 32-64, January.
    7. Hinnerich, Björn Tyrefors & Höglin, Erik & Johannesson, Magnus, 2011. "Are boys discriminated in Swedish high schools?," Economics of Education Review, Elsevier, vol. 30(4), pages 682-690, August.
    8. Alberto Alesina & Michela Carlana & Eliana La Ferrara & Paolo Pinotti, 2018. "Revealing Stereotypes: Evidence from Immigrants in Schools," NBER Working Papers 25333, National Bureau of Economic Research, Inc.
    9. Matthias Sutter & Martin G. Kocher & Daniela Glätzle-Rützler & Stefan T. Trautmann, 2013. "Impatience and Uncertainty: Experimental Decisions Predict Adolescents' Field Behavior," American Economic Review, American Economic Association, vol. 103(1), pages 510-531, February.
    10. Lavy, Victor & Sand, Edith, 2018. "On the origins of gender gaps in human capital: Short- and long-term consequences of teachers' biases," Journal of Public Economics, Elsevier, vol. 167(C), pages 263-279.
    11. Tahir Andrabi & Jishnu Das & Asim Ijaz Khwaja & Tristan Zajonc, 2011. "Do Value-Added Estimates Add Value? Accounting for Learning Dynamics," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 29-54, July.
    12. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    13. Christopher Cornwell & David B. Mustard & Jessica Van Parys, 2013. "Noncognitive Skills and the Gender Disparities in Test Scores and Teacher Assessments: Evidence from Primary School," Journal of Human Resources, University of Wisconsin Press, vol. 48(1), pages 236-264.
    14. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    15. Papageorge, Nicholas & Ronda, Victor & Zheng, Yu, 2014. "The Economic Value of Breaking Bad: Misbehavior, Schooling and the Labor Market," Economics Working Paper Archive 64574, The Johns Hopkins University,Department of Economics, revised 16 Jun 2020.
    16. Nordin, Martin & Heckley, Gawain & Gerdtham, Ulf, 2019. "The impact of grade inflation on higher education enrolment and earnings," Economics of Education Review, Elsevier, vol. 73(C).
    17. Fernando Botelho & Ricardo Madeira, Marcos A. Rangel, 2015. "Racial Discrimination in Grading: Evidence from Brazil," Working Papers, Department of Economics 2015_04, University of São Paulo (FEA-USP).
    18. Carmit Segal, 2013. "Misbehavior, Education, And Labor Market Outcomes," Journal of the European Economic Association, European Economic Association, vol. 11(4), pages 743-779, August.
    19. Maria Cubel & Ana Nuevo‐Chiquero & Santiago Sanchez‐Pages & Marian Vidal‐Fernandez, 2016. "Do Personality Traits Affect Productivity? Evidence from the Laboratory," Economic Journal, Royal Economic Society, vol. 0(592), pages 654-681, May.
    20. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    21. Carmit Segal, 2012. "Working When No One Is Watching: Motivation, Test Scores, and Economic Success," Management Science, INFORMS, vol. 58(8), pages 1438-1457, August.
    22. Adam M. Lavecchia & Heidi Liu & Philip Oreopoulos, 2014. "Behavioral Economics of Education: Progress and Possibilities," NBER Working Papers 20609, National Bureau of Economic Research, Inc.
    23. Timothy N. Bond & Kevin Lang, 2018. "The Black–White Education Scaled Test-Score Gap in Grades K-7," Journal of Human Resources, University of Wisconsin Press, vol. 53(4), pages 891-917.
    24. Simon Burgess & Ellen Greaves, 2013. "Test Scores, Subjective Assessment, and Stereotyping of Ethnic Minorities," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 535-576.
    25. Maria De Paola & Francesca Gioia, 2013. "Impatience And Academic Performance. Less Effort And Less Ambitious Goals," Working Papers 201302, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    26. Thomas Breda & Son Thierry Ly, 2015. "Professors in Core Science Fields Are Not Always Biased against Women: Evidence from France," American Economic Journal: Applied Economics, American Economic Association, vol. 7(4), pages 53-75, October.
    27. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    28. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," 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 1-181, Elsevier.
    29. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
    30. Thomas S. Dee & Will Dobbie & Brian A. Jacob & Jonah Rockoff, 2019. "The Causes and Consequences of Test Score Manipulation: Evidence from the New York Regents Examinations," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 382-423, July.
    31. Lex Borghans & Huub Meijers & Bas Ter Weel, 2008. "The Role Of Noncognitive Skills In Explaining Cognitive Test Scores," Economic Inquiry, Western Economic Association International, vol. 46(1), pages 2-12, January.
    32. Lavy, Victor, 2008. "Do gender stereotypes reduce girls' or boys' human capital outcomes? Evidence from a natural experiment," Journal of Public Economics, Elsevier, vol. 92(10-11), pages 2083-2105, October.
    33. Castillo, Marco & Ferraro, Paul J. & Jordan, Jeffrey L. & Petrie, Ragan, 2011. "The today and tomorrow of kids: Time preferences and educational outcomes of children," Journal of Public Economics, Elsevier, vol. 95(11), pages 1377-1385.
    34. C. Kirabo Jackson & Shanette C. Porter & John Q. Easton & Alyssa Blanchard & Sebastián Kiguel, 2020. "School Effects on Socioemotional Development, School-Based Arrests, and Educational Attainment," American Economic Review: Insights, American Economic Association, vol. 2(4), pages 491-508, December.
    35. Rema N. Hanna & Leigh L. Linden, 2012. "Discrimination in Grading," American Economic Journal: Economic Policy, American Economic Association, vol. 4(4), pages 146-168, November.
    36. Sule Alan & Teodora Boneva & Seda Ertac, 2019. "Ever Failed, Try Again, Succeed Better: Results from a Randomized Educational Intervention on Grit," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1121-1162.
    37. Lavecchia, A.M. & Liu, H. & Oreopoulos, P., 2016. "Behavioral Economics of Education," Handbook of the Economics of Education,, Elsevier.
    38. Rebecca Diamond & Petra Persson, 2016. "The Long-term Consequences of Teacher Discretion in Grading of High-stakes Tests," NBER Working Papers 22207, National Bureau of Economic Research, Inc.
    39. Non, Arjan & Tempelaar, Dirk, 2016. "Time preferences, study effort, and academic performance," Economics of Education Review, Elsevier, vol. 54(C), pages 36-61.
    40. C. Kirabo Jackson, 2018. "What Do Test Scores Miss? The Importance of Teacher Effects on Non–Test Score Outcomes," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 2072-2107.
    41. Fernando Botelho & Ricardo A. Madeira & Marcos A. Rangel, 2015. "Racial Discrimination in Grading: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 7(4), pages 37-52, October.
    42. Fabian Lange, 2007. "The Speed of Employer Learning," Journal of Labor Economics, University of Chicago Press, vol. 25(1), pages 1-35.
    43. Falch, Torberg & Naper, Linn Renée, 2013. "Educational evaluation schemes and gender gaps in student achievement," Economics of Education Review, Elsevier, vol. 36(C), pages 12-25.
    44. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    45. Lydia Mechtenberg, 2009. "Cheap Talk in the Classroom: How Biased Grading at School Explains Gender Differences in Achievements, Career Choices and Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1431-1459.
    46. Sule Alan & Seda Ertac, 2018. "Fostering Patience in the Classroom: Results from Randomized Educational Intervention," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 1865-1911.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rangel, Marcos & Marotta, Luana & van der Werf, Cynthia & Duryea, Suzanne & Drouet Arias, Marcelo & Rodríguez Guillén, Lucina, 2024. "Barriers to Immigrant Assimilation: Evidence on Grading Bias in Ecuadorian High Schools," IDB Publications (Working Papers) 13434, Inter-American Development Bank.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ferman, Bruno & Fontes, Luiz Felipe, 2022. "Assessing knowledge or classroom behavior? Evidence of teachers’ grading bias," Journal of Public Economics, Elsevier, vol. 216(C).
    2. Terrier, Camille, 2020. "Boys lag behind: How teachers’ gender biases affect student achievement," Economics of Education Review, Elsevier, vol. 77(C).
    3. Nicole Black & Sonja C. de New, 2020. "Short, Heavy and Underrated? Teacher Assessment Biases by Children's Body Size," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 961-987, October.
    4. James J. Heckman & Tomáš Jagelka & Timothy D. Kautz, 2019. "Some Contributions of Economics to the Study of Personality," NBER Working Papers 26459, National Bureau of Economic Research, Inc.
    5. Moeeni, Safoura & Wei, Feng, 2022. "The labor market returns to unobserved skills: Evidence from a gender quota," CLEF Working Paper Series 53, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    6. Non, Arjan & Tempelaar, Dirk, 2016. "Time preferences, study effort, and academic performance," Economics of Education Review, Elsevier, vol. 54(C), pages 36-61.
    7. Marco Castillo & John A. List & Ragan Petrie & Anya Samek, 2020. "Detecting Drivers of Behavior at an Early Age: Evidence from a Longitudinal Field Experiment," NBER Working Papers 28288, National Bureau of Economic Research, Inc.
    8. Camille Terrier, 2014. "Giving a Little Help to Girls? Evidence on Grade Discrimination and its Effect on Students Achievement," Working Papers hal-01080834, HAL.
    9. Glewwe, Paul & Song, Yang & Zou, Xianqiang, 2022. "Labor market outcomes, cognitive skills, and noncognitive skills in rural China," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 294-311.
    10. Bietenbeck, Jan, 2020. "Own Motivation, Peer Motivation, and Educational Success," IZA Discussion Papers 13872, Institute of Labor Economics (IZA).
    11. Alexander Cappelen & Ranveig Falch & Bertil Tungodden, 2019. "The Boy Crisis: Experimental Evidence on the Acceptance of Males Falling Behind," Working Papers 2019-014, Human Capital and Economic Opportunity Working Group.
    12. Delaney, Judith M. & Devereux, Paul J., 2021. "Gender and Educational Achievement: Stylized Facts and Causal Evidence," IZA Discussion Papers 14074, Institute of Labor Economics (IZA).
    13. Marcenaro-Gutierrez, O.D. & Lopez-Agudo, L.A. & Henriques, C.O., 2021. "Are soft skills conditioned by conflicting factors? A multiobjective programming approach to explore the trade-offs," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 18-40.
    14. Victor Lavy & Rigissa Megalokonomou, 2019. "Persistency in Teachers’ Grading Bias and Effects on Longer-Term Outcomes: University Admissions Exams and Choice of Field of Study," NBER Working Papers 26021, National Bureau of Economic Research, Inc.
    15. Delaney, Judith M. & Devereux, Paul J., 2023. "Gender Differences in Teacher Judgement of Comparative Advantage," IZA Discussion Papers 16635, Institute of Labor Economics (IZA).
    16. Graetz, Georg & Karimi, Arizo, 2022. "Gender gap variation across assessment types: Explanations and implications," Economics of Education Review, Elsevier, vol. 91(C).
    17. Huong Thu Le & Ha Trong Nguyen, 2018. "The evolution of the gender test score gap through seventh grade: new insights from Australia using unconditional quantile regression and decomposition," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-42, December.
    18. Etienne Dagorn & David Masclet & Thierry Penard, 2022. "The Behavioral Determinants of School Achievement: A Lab in the Field Experiment in Middle School," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 2022-05, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    19. Lavy, Victor & Sand, Edith, 2015. "On The Origins of Gender Human Capital Gaps: Short and Long Term Consequences of Teachers’ Stereotypical Biases," The Warwick Economics Research Paper Series (TWERPS) 1085, University of Warwick, Department of Economics.
    20. Thomas van Huizen, 2021. "Teacher bias or measurement error bias? Evidence from track recommendations," Working Papers 2113, Utrecht School of Economics.

    More about this item

    Keywords

    Grade discrimination; non-cognitive skills;

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:100400. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.