IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp10283.html
   My bibliography  Save this paper

Using Goals to Motivate College Students: Theory and Evidence from Field Experiments

Author

Listed:
  • Clark, Damon

    (University of California, Irvine)

  • Gill, David

    (Purdue University)

  • Prowse, Victoria L.

    (Purdue University)

  • Rush, Mark

    (University of Florida)

Abstract

Will college students who set goals for themselves work harder and perform better? In theory, setting goals can help time-inconsistent students to mitigate their self-control problem. In practice, there is little credible evidence on the causal effects of goal setting for college students. We report the results of two field experiments that involved almost four thousand college students in total. One experiment asked treated students to set goals for performance in the course; the other asked treated students to set goals for a particular task (completing online practice exams). We find that performance-based goals had no discernible impact on course performance. In contrast, task-based goals had large and robust positive effects on the level of task completion, and task-based goals also increased course performance. Further empirical analysis indicates that the increase in task completion induced by setting task-based goals caused the increase in course performance. We also find that task-based goals were more effective for male students. We develop new theory that reinforces our empirical results by suggesting two key reasons why task-based goals might be more effective than performance-based goals: overconfidence and uncertainty about performance. Since task-based goal setting is low-cost, scaleable and logistically simple, we conclude that our findings have important implications for educational practice and future research.

Suggested Citation

  • Clark, Damon & Gill, David & Prowse, Victoria L. & Rush, Mark, 2016. "Using Goals to Motivate College Students: Theory and Evidence from Field Experiments," IZA Discussion Papers 10283, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp10283
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp10283.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Richard H. Thaler & Shlomo Benartzi, 2004. "Save More Tomorrow (TM): Using Behavioral Economics to Increase Employee Saving," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 164-187, 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. Dobkin, Carlos & Gil, Ricard & Marion, Justin, 2010. "Skipping class in college and exam performance: Evidence from a regression discontinuity classroom experiment," Economics of Education Review, Elsevier, vol. 29(4), pages 566-575, August.
    4. Lester Lusher, 2016. "College Better: Parimutuel Betting Markets as a Commitment Device and Monetary Incentive," Natural Field Experiments 00561, The Field Experiments Website.
    5. Uri Gneezy & Stephan Meier & Pedro Rey-Biel, 2011. "When and Why Incentives (Don't) Work to Modify Behavior," Journal of Economic Perspectives, American Economic Association, vol. 25(4), pages 191-210, Fall.
    6. Edwin Leuven & Hessel Oosterbeek & Bas van der Klaauw, 2010. "The Effect of Financial Rewards on Students' Achievement: Evidence from a Randomized Experiment," Journal of the European Economic Association, MIT Press, vol. 8(6), pages 1243-1265, December.
    7. Hsiaw, Alice, 2018. "Goal bracketing and self-control," Games and Economic Behavior, Elsevier, vol. 111(C), pages 100-121.
    8. Harding, Matthew & Hsiaw, Alice, 2014. "Goal setting and energy conservation," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PA), pages 209-227.
    9. Edwin Leuven & Hessel Oosterbeek & Bas van der Klaauw, 2010. "The Effect of Financial Rewards on Students' Achievement: Evidence from a Randomized Experiment," Journal of the European Economic Association, MIT Press, vol. 8(6), pages 1243-1265, December.
    10. Ned Augenblick & Muriel Niederle & Charles Sprenger, 2015. "Editor's Choice Working over Time: Dynamic Inconsistency in Real Effort Tasks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(3), pages 1067-1115.
    11. 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.
    12. Philip Oreopoulos & Daniel Lang & Joshua Angrist, 2009. "Incentives and Services for College Achievement: Evidence from a Randomized Trial," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 136-163, January.
    13. Hanming Fang & Dan Silverman, 2009. "Time-Inconsistency And Welfare Program Participation: Evidence From The Nlsy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(4), pages 1043-1077, November.
    14. Patterson, Richard W., 2018. "Can behavioral tools improve online student outcomes? Experimental evidence from a massive open online course," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 293-321.
    15. Gill, David & Stone, Rebecca, 2010. "Fairness and desert in tournaments," Games and Economic Behavior, Elsevier, vol. 69(2), pages 346-364, July.
    16. Jonathan Gruber & Botond Köszegi, 2001. "Is Addiction "Rational"? Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1261-1303.
    17. Brice Corgnet & Joaquín Gómez-Miñambres & Roberto Hernán-González, 2015. "Goal Setting and Monetary Incentives: When Large Stakes Are Not Enough," Management Science, INFORMS, vol. 61(12), pages 2926-2944, December.
    18. Joshua Angrist & Philip Oreopoulos & Tyler Williams, 2014. "When Opportunity Knocks, Who Answers?: New Evidence on College Achievement Awards," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 572-610.
    19. repec:iza:izawol:journl:y:2015:p:178 is not listed on IDEAS
    20. David Romer, 1993. "Do Students Go to Class? Should They?," Journal of Economic Perspectives, American Economic Association, vol. 7(3), pages 167-174, Summer.
    21. Nava Ashraf & Dean Karlan & Wesley Yin, 2006. "Tying Odysseus to the Mast: Evidence From a Commitment Savings Product in the Philippines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 635-672.
    22. Sebastian J. Goerg, 2015. "Goal setting and worker motivation," IZA World of Labor, Institute of Labor Economics (IZA), pages 178-178, August.
    23. Ghazala Azmat & Caterina Calsamiglia & Nagore Iriberri, 2016. "Gender Differences in Response to Big Stakes," Journal of the European Economic Association, European Economic Association, vol. 14(6), pages 1372-1400.
    24. 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..
    25. Anton Suvorov & Jeroen van de Ven, 2008. "Goal Setting as a Self-Regulation Mechanism," Working Papers w0122, Center for Economic and Financial Research (CEFIR).
    26. Oriana Bandiera & Valentino Larcinese & Imran Rasul, 2010. "Heterogeneous Class Size Effects: New Evidence from a Panel of University Students," Economic Journal, Royal Economic Society, vol. 120(549), pages 1365-1398, December.
    27. Evren Ors & Frédéric Palomino & Eloïc Peyrache, 2013. "Performance Gender Gap: Does Competition Matter?," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 443-499.
    28. Roland G. Fryer, 2011. "Teacher Incentives and Student Achievement: Evidence from New York City Public Schools," NBER Working Papers 16850, National Bureau of Economic Research, Inc.
    29. Uri Gneezy & Aldo Rustichini, 2004. "Gender and Competition at a Young Age," American Economic Review, American Economic Association, vol. 94(2), pages 377-381, May.
    30. David Gill & Victoria Prowse, 2012. "A Structural Analysis of Disappointment Aversion in a Real Effort Competition," American Economic Review, American Economic Association, vol. 102(1), pages 469-503, February.
    31. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    32. Khwaja, Ahmed & Silverman, Dan & Sloan, Frank, 2007. "Time preference, time discounting, and smoking decisions," Journal of Health Economics, Elsevier, vol. 26(5), pages 927-949, September.
    33. Stefano DellaVigna & Ulrike Malmendier, 2006. "Paying Not to Go to the Gym," American Economic Review, American Economic Association, vol. 96(3), pages 694-719, June.
    34. Scott E. Carrell & James E. West, 2010. "Does Professor Quality Matter? Evidence from Random Assignment of Students to Professors," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 409-432, June.
    35. Young Park & Luís Santos-Pinto, 2010. "Overconfidence in tournaments: evidence from the field," Theory and Decision, Springer, vol. 69(1), pages 143-166, July.
    36. Dan Lovallo & Colin Camerer, 1999. "Overconfidence and Excess Entry: An Experimental Approach," American Economic Review, American Economic Association, vol. 89(1), pages 306-318, March.
    37. Christopher M. Cornwell & Kyung Hee Lee & David B. Mustard, 2005. "Student Responses to Merit Scholarship Retention Rules," Journal of Human Resources, University of Wisconsin Press, vol. 40(4), pages 895-917.
    38. Lavecchia, A.M. & Liu, H. & Oreopoulos, P., 2016. "Behavioral Economics of Education," Handbook of the Economics of Education,, Elsevier.
    39. Corgnet, Brice & Gómez-Miñambres, Joaquín & Hernán-González, Roberto, 2018. "Goal setting in the principal–agent model: Weak incentives for strong performance," Games and Economic Behavior, Elsevier, vol. 109(C), pages 311-326.
    40. Klaus Wertenbroch, 1998. "Consumption Self-Control by Rationing Purchase Quantities of Virtue and Vice," Marketing Science, INFORMS, vol. 17(4), pages 317-337.
    41. Sarah R. Cohodes & Joshua S. Goodman, 2014. "Merit Aid, College Quality, and College Completion: Massachusetts' Adams Scholarship as an In-Kind Subsidy," American Economic Journal: Applied Economics, American Economic Association, vol. 6(4), pages 251-285, October.
    42. Mento, Anthony J. & Steel, Robert P. & Karren, Ronald J., 1987. "A meta-analytic study of the effects of goal setting on task performance: 1966-1984," Organizational Behavior and Human Decision Processes, Elsevier, vol. 39(1), pages 52-83, February.
    43. Maria De Paola & Vincenzo Scoppa & Rosanna Nisticò, 2012. "Monetary Incentives and Student Achievement in a Depressed Labor Market: Results from a Randomized Experiment," Journal of Human Capital, University of Chicago Press, vol. 6(1), pages 56-85.
    44. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1233-1260.
    45. Koch, Alexander K. & Nafziger, Julia, 2016. "Goals and bracketing under mental accounting," Journal of Economic Theory, Elsevier, vol. 162(C), pages 305-351.
    46. Hsiaw, Alice, 2013. "Goal-setting and self-control," Journal of Economic Theory, Elsevier, vol. 148(2), pages 601-626.
    47. Sanjay Jain, 2009. "Self-Control and Optimal Goals: A Theoretical Analysis," Marketing Science, INFORMS, vol. 28(6), pages 1027-1045, 11-12.
    48. Daniel R. Marburger, 2006. "Does Mandatory Attendance Improve Student Performance?," The Journal of Economic Education, Taylor & Francis Journals, vol. 37(2), pages 148-155, April.
    49. Uri Gneezy & Muriel Niederle & Aldo Rustichini, 2003. "Performance in Competitive Environments: Gender Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1049-1074.
    50. Joshua Angrist & Victor Lavy, 2009. "The Effects of High Stakes High School Achievement Awards: Evidence from a Randomized Trial," American Economic Review, American Economic Association, vol. 99(4), pages 1384-1414, September.
    51. Judith Scott-Clayton, 2011. "On Money and Motivation: A Quasi-Experimental Analysis of Financial Incentives for College Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 46(3), pages 614-646.
    52. Roland G. Fryer, Jr, 2013. "Information and Student Achievement: Evidence from a Cellular Phone Experiment," NBER Working Papers 19113, National Bureau of Economic Research, Inc.
    53. Christopher M. Cornwell & Kyung Hee Lee & David B. Mustard, 2005. "Student Responses to Merit Retention Rules," HEW 0501001, University Library of Munich, Germany.
    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. 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.
    2. Damgaard, Mette Trier & Nielsen, Helena Skyt, 2018. "Nudging in education," Economics of Education Review, Elsevier, vol. 64(C), pages 313-342.
    3. Islam, Asadul & Kwon, Sungoh & Masood, Eema & Prakash, Nishith & Sabarwal, Shwetlena & Saraswat, Deepak, 2020. "When Goal-Setting Forges Ahead but Stops Short," IZA Discussion Papers 13188, Institute of Labor Economics (IZA).
    4. Koch, Alexander K. & Nafziger, Julia, 2020. "Motivational goal bracketing: An experiment," Journal of Economic Theory, Elsevier, vol. 185(C).
    5. Young, Benjamin, 2024. "Expectations or rational expectations? A theory of systematic goal deviation," Journal of Economic Behavior & Organization, Elsevier, vol. 219(C), pages 25-37.
    6. Koch, Alexander & Nafziger, Julia & Nielsen, Helena Skyt, 2015. "Behavioral economics of education," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 3-17.
    7. Fenella Carpena & Shawn Cole & Jeremy Shapiro & Bilal Zia, 2019. "The ABCs of Financial Education: Experimental Evidence on Attitudes, Behavior, and Cognitive Biases," Management Science, INFORMS, vol. 65(1), pages 346-369, January.
    8. Herranz-Zarzoso, Noemí & Sabater-Grande, Gerardo, 2018. "Monetary incentives and self-chosen goals in academic performance: An experimental study," International Review of Economics Education, Elsevier, vol. 27(C), pages 34-44.
    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. Lisa Barrow & Cecilia Elena Rouse, 2018. "Financial Incentives and Educational Investment: The Impact of Performance-based Scholarships on Student Time Use," Education Finance and Policy, MIT Press, vol. 13(4), pages 419-448, Fall.
    11. Nafziger, Julia & Kaiser, Jonas P. & Koch, Alexander K, 2021. "Self-Set Goals Are Effective Self-Regulation Tools -- Despite Goal Revision," CEPR Discussion Papers 15716, C.E.P.R. Discussion Papers.
    12. Maria De Paola & Vincenzo Scoppa & Rosanna Nisticò, 2012. "Monetary Incentives and Student Achievement in a Depressed Labor Market: Results from a Randomized Experiment," Journal of Human Capital, University of Chicago Press, vol. 6(1), pages 56-85.
    13. 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.
    14. Åslund, Olof & Engdahl, Mattias, 2018. "The value of earning for learning: Performance bonuses in immigrant language training," Economics of Education Review, Elsevier, vol. 62(C), pages 192-204.
    15. Joshua Angrist & Philip Oreopoulos & Tyler Williams, 2014. "When Opportunity Knocks, Who Answers?: New Evidence on College Achievement Awards," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 572-610.
    16. Jonas Pilgaard Kaiser & Alexander K. Koch & Julia Nafziger, 2024. "Does goal revision undermine self-regulation through goals? An experiment," Experimental Economics, Springer;Economic Science Association, vol. 27(3), pages 604-636, July.
    17. Sacha Kapoor & Matthijs Oosterveen & Dinand Webbink, 2021. "The price of forced attendance," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(2), pages 209-227, March.
    18. Lisa Barrow & Cecilia Elena Rouse & Amanda McFarland, 2020. "Who Has the Time? Community College Students’ Time-Use Response to Financial Incentives," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 48(1), pages 35-52, March.
    19. Alex Imas & Sally Sadoff & Anya Samek, 2017. "Do People Anticipate Loss Aversion?," Management Science, INFORMS, vol. 63(5), pages 1271-1284, May.
    20. Uwe Dulleck & Juliana Silva-Goncalves & Benno Torgler, 2014. "Impact Evaluation of an Incentive Program on Educational Achievement of Indigenous Students," CREMA Working Paper Series 2014-13, Center for Research in Economics, Management and the Arts (CREMA).

    More about this item

    Keywords

    overconfidence; performance uncertainty; self-set goal; performance-based goal; task-based goal; reference point; loss aversion; commitment device; time inconsistency; present bias; self-control; field experiment; higher education; goal setting; goal; student effort; student performance; educational attainment; MOOC;
    All these keywords.

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments

    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:iza:izadps:dp10283. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.