IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v74y2022ics092753712100141x.html
   My bibliography  Save this article

Heterogeneous effects of grade framing

Author

Listed:
  • Wagner, Valentin

Abstract

This paper analyzes whether manipulating the grading scheme affects students’ test performance. Students aged 9 to 10 years are randomly assigned to three experimental conditions: gain framing of points (Control), gain framing with a negative endowment of points (Negative), and loss framing of points (Loss). Students in the Loss Treatment put more effort into the test, i.e., they answer more questions without decreasing the probability of a correct answer conditional on answering the question. Moreover, we find heterogeneous effects of grade framing by ability. Low-ability students in the Loss Treatment significantly decrease their performance while we find no significant effect for low-ability students in the Negative Treatment. In contrast, both treatments increase test performance of high-ability students.

Suggested Citation

  • Wagner, Valentin, 2022. "Heterogeneous effects of grade framing," Labour Economics, Elsevier, vol. 74(C).
  • Handle: RePEc:eee:labeco:v:74:y:2022:i:c:s092753712100141x
    DOI: 10.1016/j.labeco.2021.102106
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S092753712100141X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.labeco.2021.102106?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Angrist, Joshua D., 1997. "Conditional independence in sample selection models," Economics Letters, Elsevier, vol. 54(2), pages 103-112, February.
    2. Roland G. Fryer, 2011. "Financial Incentives and Student Achievement: Evidence from Randomized Trials," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1755-1798.
    3. Harris, Douglas N. & Sass, Tim R., 2011. "Teacher training, teacher quality and student achievement," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 798-812, August.
    4. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    5. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    6. Hanushek, Eric A. & Woessmann, Ludger, 2011. "The Economics of International Differences in Educational Achievement," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 2, pages 89-200, Elsevier.
    7. Damon Clark & David Gill & Victoria Prowse & Mark Rush, 2020. "Using Goals to Motivate College Students: Theory and Evidence From Field Experiments," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 648-663, October.
    8. Olivier Armantier & Amadou Boly, 2015. "Framing Of Incentives And Effort Provision," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56, pages 917-938, August.
    9. Tanjim Hossain & John A. List, 2012. "The Behavioralist Visits the Factory: Increasing Productivity Using Simple Framing Manipulations," Management Science, INFORMS, vol. 58(12), pages 2151-2167, December.
    10. Mohammed Abdellaoui & Han Bleichrodt & Olivier L’Haridon, 2008. "A tractable method to measure utility and loss aversion under prospect theory," Journal of Risk and Uncertainty, Springer, vol. 36(3), pages 245-266, June.
    11. Roland Fryer & Steven Levitt & John List & Sally Sadoff, 2012. "Enhancing the Efficacy of Teacher Incentives through Loss Aversion: A Field Experiment," Framed Field Experiments 00591, The Field Experiments Website.
    12. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    13. Uri Gneezy & John A. List & Jeffrey A. Livingston & Xiangdong Qin & Sally Sadoff & Yang Xu, 2019. "Measuring Success in Education: The Role of Effort on the Test Itself," American Economic Review: Insights, American Economic Association, vol. 1(3), pages 291-308, December.
    14. Steven D. Levitt & John A. List & Susanne Neckermann & Sally Sadoff, 2016. "The Behavioralist Goes to School: Leveraging Behavioral Economics to Improve Educational Performance," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 183-219, November.
    15. Czibor, Eszter & Onderstal, Sander & Sloof, Randolph & van Praag, C. Mirjam, 2020. "Does relative grading help male students? Evidence from a field experiment in the classroom," Economics of Education Review, Elsevier, vol. 75(C).
    16. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    17. Gabriel D. Carroll & James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2009. "Optimal Defaults and Active Decisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1639-1674.
    18. Christiane Bradler & Robert Dur & Susanne Neckermann & Arjan Non, 2016. "Employee Recognition and Performance: A Field Experiment," Management Science, INFORMS, vol. 62(11), pages 3085-3099, November.
    19. Sunstein, Cass R., 2017. "Nudges that fail," Behavioural Public Policy, Cambridge University Press, vol. 1(1), pages 4-25, May.
    20. Brigitte C. Madrian, 2014. "Applying Insights from Behavioral Economics to Policy Design," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 663-688, August.
    21. Hong, Fuhai & Hossain, Tanjim & List, John A., 2015. "Framing manipulations in contests: A natural field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 372-382.
    22. Jere R. Behrman & Susan W. Parker & Petra E. Todd & Kenneth I. Wolpin, 2015. "Aligning Learning Incentives of Students and Teachers: Results from a Social Experiment in Mexican High Schools," Journal of Political Economy, University of Chicago Press, vol. 123(2), pages 325-364.
    23. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2018. "On the Relationship between Cognitive Ability and Risk Preference," Journal of Economic Perspectives, American Economic Association, vol. 32(2), pages 115-134, Spring.
    24. Sebastian Kube & Michel Andre Marechal & Clemens Puppe, 2012. "The Currency of Reciprocity: Gift Exchange in the Workplace," American Economic Review, American Economic Association, vol. 102(4), pages 1644-1662, June.
    25. Peter Bergman, 2021. "Parent-Child Information Frictions and Human Capital Investment: Evidence from a Field Experiment," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 286-322.
    26. Oliver Himmler & Robert Jäckle & Philipp Weinschenk, 2019. "Soft Commitments, Reminders, and Academic Performance," American Economic Journal: Applied Economics, American Economic Association, vol. 11(2), pages 114-142, April.
    27. Thomas de Haan & Jona Linde, 2018. "‘Good Nudge Lullaby’: Choice Architecture and Default Bias Reinforcement," Economic Journal, Royal Economic Society, vol. 128(610), pages 1180-1206, May.
    28. Alois Stutzer & Lorenz Goette & Michael Zehnder, 2011. "Active Decisions and Prosocial Behaviour: a Field Experiment on Blood Donation," Economic Journal, Royal Economic Society, vol. 121(556), pages 476-493, November.
    29. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    30. van Lent, Max & Souverijn, Michiel, 2020. "Goal setting and raising the bar: A field experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 87(C).
    31. Bergman, Peter & Lasky-Fink, Jessica & Rogers, Todd, 2020. "Simplification and defaults affect adoption and impact of technology, but decision makers do not realize it," Organizational Behavior and Human Decision Processes, Elsevier, vol. 158(C), pages 66-79.
    32. Olivier Armantier & Amadou Boly, 2013. "Comparing Corruption in the Laboratory and in the Field in Burkina Faso and in Canada," Economic Journal, Royal Economic Society, vol. 123(12), pages 1168-1187, December.
    33. Andrew Caplin & Daniel Martin, 2016. "The Dual-Process Drift Diffusion Model: Evidence From Response Times," Economic Inquiry, Western Economic Association International, vol. 54(2), pages 1274-1282, April.
    34. Olivier Armantier & Amadou Boly, 2015. "Framing Of Incentives And Effort Provision," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(3), pages 917-938, August.
    35. Damgaard, Mette Trier & Nielsen, Helena Skyt, 2018. "Nudging in education," Economics of Education Review, Elsevier, vol. 64(C), pages 313-342.
    36. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    37. Lea Cassar & Stephan Meier, 2018. "Nonmonetary Incentives and the Implications of Work as a Source of Meaning," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 215-238, Summer.
    38. Jalava, Nina & Joensen, Juanna Schrøter & Pellas, Elin, 2015. "Grades and rank: Impacts of non-financial incentives on test performance," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 161-196.
    39. L I Dobrescu & M Faravelli & R Megalokonomou & A Motta, 2021. "Relative Performance Feedback in Education: Evidence from a Randomised Controlled Trial [‘Teachers and student achievement in the Chicago public high schools’]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3145-3181.
    40. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 113, pages 1061-1073, Elsevier.
    41. David M McEvoy, 2016. "Loss Aversion and Student Achievement," Economics Bulletin, AccessEcon, vol. 36(3), pages 1762-1770.
    42. Michał Krawczyk, 2011. "Framing in the field. A simple experiment on the reflection effect," Working Papers 2011-14, Faculty of Economic Sciences, University of Warsaw.
    43. Altmann, Steffen & Grunewald, Andreas & Radbruch, Jonas, 2019. "Passive Choices and Cognitive Spillovers," IZA Discussion Papers 12337, Institute of Labor Economics (IZA).
    44. repec:wly:soecon:v:81:4:y:2015:p:980-994 is not listed on IDEAS
    45. Michal Krawczyk, 2011. "Framing in the Field. A Simple Experiment on the Reflection Effect," Natural Field Experiments 00690, The Field Experiments Website.
    46. Sally Sadoff, 2014. "The role of experimentation in education policy," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 30(4), pages 597-620.
    47. Daniel J. Benjamin & Sebastian A. Brown & Jesse M. Shapiro, 2013. "Who Is ‘Behavioral’? Cognitive Ability And Anomalous Preferences," Journal of the European Economic Association, European Economic Association, vol. 11(6), pages 1231-1255, December.
    48. Bruce Ian Carlin & Simon Gervais & Gustavo Manso, 2013. "Libertarian Paternalism, Information Production, and Financial Decision Making," Review of Financial Studies, Society for Financial Studies, vol. 26(9), pages 2204-2228.
    Full references (including those not matched with items on IDEAS)

    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. Wagner, Valentin, 2016. "Seeking risk or answering smart? Framing in elementary schools," DICE Discussion Papers 227, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    2. Wagner, Valentin, 2016. "Seeking Risk or Answering Smart? Experimental Evidence on Framing Effects in Elementary Schools," VfS Annual Conference 2016 (Augsburg): Demographic Change 145678, Verein für Socialpolitik / German Economic Association.
    3. Pau Balart & Lara Ezquerra & Iñigo Hernandez-Arenaz, 2022. "Framing effects on risk-taking behavior: evidence from a field experiment in multiple-choice tests," Experimental Economics, Springer;Economic Science Association, vol. 25(4), pages 1268-1297, September.
    4. Damgaard, Mette Trier & Nielsen, Helena Skyt, 2018. "Nudging in education," Economics of Education Review, Elsevier, vol. 64(C), pages 313-342.
    5. Astrid Gamba & Luca Stanca, 2023. "Mis-judging merit: the effects of adjudication errors in contests," Experimental Economics, Springer;Economic Science Association, vol. 26(3), pages 550-587, July.
    6. Alex Imas & Sally Sadoff & Anya Samek, 2017. "Do People Anticipate Loss Aversion?," Management Science, INFORMS, vol. 63(5), pages 1271-1284, May.
    7. Campos-Vazquez, Raymundo M. & Cuilty, Emilio, 2014. "The role of emotions on risk aversion: A Prospect Theory experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 50(C), pages 1-9.
    8. Paul J. Ferraro & J. Dustin Tracy, 2022. "A reassessment of the potential for loss-framed incentive contracts to increase productivity: a meta-analysis and a real-effort experiment," Experimental Economics, Springer;Economic Science Association, vol. 25(5), pages 1441-1466, November.
    9. Gong, Jie & Liu, Tracy Xiao & Tang, Jie, 2021. "How monetary incentives improve outcomes in MOOCs: Evidence from a field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 905-921.
    10. Brice Corgnet & Roberto Hernán-González, 2019. "Revisiting the Trade-off Between Risk and Incentives: The Shocking Effect of Random Shocks?," Management Science, INFORMS, vol. 65(3), pages 1096-1114, March.
    11. Burgess, Simon & Metcalfe, Robert & Sadoff, Sally, 2021. "Understanding the response to financial and non-financial incentives in education: Field experimental evidence using high-stakes assessments," Economics of Education Review, Elsevier, vol. 85(C).
    12. Mylène Lagarde & Duane Blaauw, 2021. "Effects of incentive framing on performance and effort: evidence from a medically framed experiment," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 7(1), pages 33-48, September.
    13. Ghesla, Claus & Grieder, Manuel & Schmitz, Jan & Stadelmann, Marcel, 2020. "Pro-environmental incentives and loss aversion: A field experiment on electricity saving behavior," Energy Policy, Elsevier, vol. 137(C).
    14. Florian Englmaier & Stefan Grimm & Dominik Grothe & David Schindler & Simeon Schudy, 2018. "The Effect of Incentives in Non-Routine Analytical Team Tasks," CESifo Working Paper Series 6903, CESifo.
    15. Olivier Armantier & Amadou Boly, 2015. "Framing Of Incentives And Effort Provision," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(3), pages 917-938, August.
    16. Beam, Emily A. & Masatioglu, Yusufcan & Watson, Tara & Yang, Dean, 2023. "Loss aversion or lack of trust: Why does loss framing work to encourage preventive health behaviors?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 104(C).
    17. De Paola, Maria & Gioia, Francesca & Pupo, Valeria, 2020. "Selection and Incentives under Time Pressure: The Importance of Framing," IZA Discussion Papers 13474, Institute of Labor Economics (IZA).
    18. Cui, Xuegang & Feltovich, Nick & Zhang, Kun, 2022. "Incentive schemes, framing, and market behaviour: Evidence from an asset-market experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 301-324.
    19. Franziska Ziegelmeyer, 2010. "Elterliche Stellvertreterentscheidungen und frühkindliche Humankapitalbildung," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 79(3), pages 57-77.
    20. Ballis, Briana & Lusher, Lester & Martorell, Paco, 2022. "The effects of exam frames on student effort and performance," Economics of Education Review, Elsevier, vol. 90(C).

    More about this item

    Keywords

    Grading manipulation; Decision making under uncertainty; Reflection effect; Multiple-choice;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

    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:eee:labeco:v:74:y:2022:i:c:s092753712100141x. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/labeco .

    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.