Mirror, mirror on the wall: Machine predictions and self-fulfilling prophecies
Author
Abstract
Suggested Citation
Download full text from publisher
To our knowledge, this item is not available for download. To find whether it is available, there are three options:1. Check below whether another version of this item is available online.
2. Check on the provider's web page whether it is in fact available.
3. Perform a search for a similarly titled item that would be available.
References listed on IDEAS
- Mitchell Hoffman & Lisa B Kahn & Danielle Li, 2018.
"Discretion in Hiring,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(2), pages 765-800.
- Mitchell Hoffman & Lisa B. Kahn & Danielle Li, 2015. "Discretion in Hiring," NBER Working Papers 21709, National Bureau of Economic Research, Inc.
- Miettinen, Topi & Kosfeld, Michael & Fehr, Ernst & Weibull, Jörgen, 2020.
"Revealed preferences in a sequential prisoners’ dilemma: A horse-race between six utility functions,"
Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 1-25.
- Topi Miettinen & Michael Kosfeld & Ernst Fehr & Jörgen W. Weibull, 2017. "Revealed Preferences in a Sequential Prisoners' Dilemma: A Horse-Race Between Six Utility Functions," CESifo Working Paper Series 6358, CESifo.
- Ellingsen, Tore & Johannesson, Magnus & Tjøtta, Sigve & Torsvik, Gaute, 2010.
"Testing guilt aversion,"
Games and Economic Behavior, Elsevier, vol. 68(1), pages 95-107, January.
- Ellingsen, Tore & Johannesson, Magnus & Tjøtta, Sigve & Torsvik, Gaute, 2007. "Testing Guilt Aversion," Working Papers in Economics 14/07, University of Bergen, Department of Economics.
- Ellingsen, Tore & Johannesson, Magnus & Tjøtta, Sigve & Torsvik, Gaute, 2007. "Testing Guilt Aversion," SSE/EFI Working Paper Series in Economics and Finance 683, Stockholm School of Economics.
- Aaron Chalfin & Oren Danieli & Andrew Hillis & Zubin Jelveh & Michael Luca & Jens Ludwig & Sendhil Mullainathan, 2016. "Productivity and Selection of Human Capital with Machine Learning," American Economic Review, American Economic Association, vol. 106(5), pages 124-127, May.
- Roman Inderst & Kiryl Khalmetski & Axel Ockenfels, 2019.
"Sharing Guilt: How Better Access to Information May Backfire,"
Management Science, INFORMS, vol. 65(7), pages 3322-3336, July.
- Roman Inderst & Kiryl Khalmetski & Axel Ockenfels, 2017. "Sharing Guilt: How Better Access to Information May Backfire," Working Paper Series in Economics 90, University of Cologne, Department of Economics.
- Inderst, Roman, 2019. "Sharing Guilt: How Better Access to Information May Backfire," CEPR Discussion Papers 13711, C.E.P.R. Discussion Papers.
- Anja Lambrecht & Catherine Tucker, 2019. "Algorithmic Bias? An Empirical Study of Apparent Gender-Based Discrimination in the Display of STEM Career Ads," Management Science, INFORMS, vol. 65(7), pages 2966-2981, July.
- Battigalli, Pierpaolo & Dufwenberg, Martin, 2009.
"Dynamic psychological games,"
Journal of Economic Theory, Elsevier, vol. 144(1), pages 1-35, January.
- Pierpaolo Battigalli & Martin Dufwenberg, 2005. "Dynamic Psychological Games," Levine's Bibliography 784828000000000046, UCLA Department of Economics.
- Pierpaolo Battigalli & Martin Dufwenberg, 2005. "Dynamic Psychological Games," Working Papers 287, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Zachary Grossman, 2014.
"Strategic Ignorance and the Robustness of Social Preferences,"
Management Science, INFORMS, vol. 60(11), pages 2659-2665, November.
- Grossman, Zachary, 2010. "Strategic Ignorance and the Robustness of Social Preferences," University of California at Santa Barbara, Economics Working Paper Series qt60b93868, Department of Economics, UC Santa Barbara.
- repec:ner:ucllon:http://discovery.ucl.ac.uk/17678/ is not listed on IDEAS
- Gediminas Adomavicius & Jesse C. Bockstedt & Shawn P. Curley & Jingjing Zhangc, 2018. "Effects of Online Recommendations on Consumers’ Willingness to Pay," Information Systems Research, INFORMS, vol. 29(1), pages 84-102, March.
- James Andreoni & B. Douglas Bernheim, 2009.
"Social Image and the 50-50 Norm: A Theoretical and Experimental Analysis of Audience Effects,"
Econometrica, Econometric Society, vol. 77(5), pages 1607-1636, September.
- James Andreoni & B. Douglas Bernheim, 2007. "Social Image and the 50-50 Norm: A Theoretical and Experimental Analysis of Audience Effects," Discussion Papers 07-030, Stanford Institute for Economic Policy Research.
- Khalmetski, Kiryl, 2016. "Testing guilt aversion with an exogenous shift in beliefs," Games and Economic Behavior, Elsevier, vol. 97(C), pages 110-119.
- Furnham, Adrian & Boo, Hua Chu, 2011. "A literature review of the anchoring effect," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(1), pages 35-42, February.
- Erin L. Krupka & Roberto A. Weber, 2013.
"Identifying Social Norms Using Coordination Games: Why Does Dictator Game Sharing Vary?,"
Journal of the European Economic Association, European Economic Association, vol. 11(3), pages 495-524, June.
- Krupka, Erin L. & Weber, Roberto A., 2008. "Identifying Social Norms Using Coordination Games: Why Does Dictator Game Sharing Vary?," IZA Discussion Papers 3860, Institute of Labor Economics (IZA).
- Daylian M. Cain & George Loewenstein & Don A. Moore, 2011. "When Sunlight Fails to Disinfect: Understanding the Perverse Effects of Disclosing Conflicts of Interest," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(5), pages 836-857.
- Aghion, Philippe & Tirole, Jean, 1997. "Formal and Real Authority in Organizations," Journal of Political Economy, University of Chicago Press, vol. 105(1), pages 1-29, February.
- Pierpaolo Battigalli & Martin Dufwenberg, 2007. "Guilt in Games," American Economic Review, American Economic Association, vol. 97(2), pages 170-176, May.
- Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
- Chen, Daniel L. & Schonger, Martin & Wickens, Chris, 2016.
"oTree—An open-source platform for laboratory, online, and field experiments,"
Journal of Behavioral and Experimental Finance, Elsevier, vol. 9(C), pages 88-97.
- Chen, Daniel Li & Schonger, Martin & Wickens, Chris, 2015. "oTree - An Open-Source Platform for Laboratory, Online, and Field Experiments," MPRA Paper 62730, University Library of Munich, Germany.
- Roland Bénabou & Jean Tirole, 2011. "Identity, Morals, and Taboos: Beliefs as Assets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 805-855.
- Logg, Jennifer M. & Minson, Julia A. & Moore, Don A., 2019. "Algorithm appreciation: People prefer algorithmic to human judgment," Organizational Behavior and Human Decision Processes, Elsevier, vol. 151(C), pages 90-103.
- Martin Leo & Suneel Sharma & K. Maddulety, 2019. "Machine Learning in Banking Risk Management: A Literature Review," Risks, MDPI, vol. 7(1), pages 1-22, March.
- John J. Horton, 2017. "The Effects of Algorithmic Labor Market Recommendations: Evidence from a Field Experiment," Journal of Labor Economics, University of Chicago Press, vol. 35(2), pages 345-385.
- Jo?l J. van der Weele & Julija Kulisa & Michael Kosfeld & Guido Friebel, 2014. "Resisting Moral Wiggle Room: How Robust Is Reciprocal Behavior?," American Economic Journal: Microeconomics, American Economic Association, vol. 6(3), pages 256-264, August.
- Jon Kleinberg & Himabindu Lakkaraju & Jure Leskovec & Jens Ludwig & Sendhil Mullainathan, 2018.
"Human Decisions and Machine Predictions,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 237-293.
- Jon Kleinberg & Himabindu Lakkaraju & Jure Leskovec & Jens Ludwig & Sendhil Mullainathan, 2017. "Human Decisions and Machine Predictions," NBER Working Papers 23180, National Bureau of Economic Research, Inc.
- Dufwenberg, Martin & Gneezy, Uri, 2000. "Measuring Beliefs in an Experimental Lost Wallet Game," Games and Economic Behavior, Elsevier, vol. 30(2), pages 163-182, February.
- Roman Inderst & Marco Ottaviani, 2012. "Competition through Commissions and Kickbacks," American Economic Review, American Economic Association, vol. 102(2), pages 780-809, April.
- Jason Dana & Roberto Weber & Jason Kuang, 2007. "Exploiting moral wiggle room: experiments demonstrating an illusory preference for fairness," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 33(1), pages 67-80, October.
- Gediminas Adomavicius & Jesse C. Bockstedt & Shawn P. Curley & Jingjing Zhang, 2013. "Do Recommender Systems Manipulate Consumer Preferences? A Study of Anchoring Effects," Information Systems Research, INFORMS, vol. 24(4), pages 956-975, December.
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.- Kevin Bauer & Andrej Gill, 2024. "Mirror, Mirror on the Wall: Algorithmic Assessments, Transparency, and Self-Fulfilling Prophecies," Information Systems Research, INFORMS, vol. 35(1), pages 226-248, March.
- Khalmetski, Kiryl & Ockenfels, Axel & Werner, Peter, 2015.
"Surprising gifts: Theory and laboratory evidence,"
Journal of Economic Theory, Elsevier, vol. 159(PA), pages 163-208.
- Kiryl Khalmetski & Axel Ockenfels & Peter Werner, 2013. "Surprising Gifts - Theory and Laboratory Evidence," Working Paper Series in Economics 61, University of Cologne, Department of Economics.
- Werner, Peter & Khalmetski, Kiryl & Ockenfels, Axel, 2015. "Surprising Gifts: Theory and Laboratory Evidence," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113006, Verein für Socialpolitik / German Economic Association.
- Attanasi, Giuseppe & Rimbaud, Claire & Villeval, Marie Claire, 2023.
"Guilt aversion in (new) games: Does partners' payoff vulnerability matter?,"
Games and Economic Behavior, Elsevier, vol. 142(C), pages 690-717.
- Giuseppe Attanasi & Claire Rimbaud & Marie Claire Villeval, 2022. "Guilt Aversion in (New) Games: Does Partners’ Payoff Vulnerability Matter?," Working Papers 2203, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
- Attanasi, Giuseppe & Rimbaud, Claire & Villeval, Marie Claire, 2023. "Guilt Aversion in (New) Games: Does Partners' Payoff Vulnerability Matter?," IZA Discussion Papers 15960, Institute of Labor Economics (IZA).
- Giuseppe Attanasi & Claire Rimbaud & Marie Claire Villeval, 2023. "Guilt Aversion in (New) Games: Does Partners' Payoff Vulnerability Matter?," Post-Print halshs-03620418, HAL.
- Roman Inderst & Kiryl Khalmetski & Axel Ockenfels, 2019.
"Sharing Guilt: How Better Access to Information May Backfire,"
Management Science, INFORMS, vol. 65(7), pages 3322-3336, July.
- Roman Inderst & Kiryl Khalmetski & Axel Ockenfels, 2017. "Sharing Guilt: How Better Access to Information May Backfire," Working Paper Series in Economics 90, University of Cologne, Department of Economics.
- Inderst, Roman, 2019. "Sharing Guilt: How Better Access to Information May Backfire," CEPR Discussion Papers 13711, C.E.P.R. Discussion Papers.
- V. Pelligra & T. Reggiani & D.J. Zizzo, 2016.
"Responding to (Un)Reasonable Requests,"
Working Paper CRENoS
201614, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
- Pelligra, Vittorio & Reggiani, Tommaso G. & Zizzo, Daniel John, 2016. "Responding to (Un)Reasonable Requests," IZA Discussion Papers 10189, Institute of Labor Economics (IZA).
- Vittorio Pelligra & Tommaso Reggiani & Daniel John Zizzo, 2016. "Responding to (Un)Reasonable Requests," CERBE Working Papers wpC13, CERBE Center for Relationship Banking and Economics.
- repec:hal:wpaper:halshs-03620418 is not listed on IDEAS
- Zachary Grossman, 2014.
"Strategic Ignorance and the Robustness of Social Preferences,"
Management Science, INFORMS, vol. 60(11), pages 2659-2665, November.
- Grossman, Zachary, 2010. "Strategic Ignorance and the Robustness of Social Preferences," University of California at Santa Barbara, Economics Working Paper Series qt60b93868, Department of Economics, UC Santa Barbara.
- Antinyan, Armenak & Corazzini, Luca & D'Agostino, Elena & Pavesi, Filippo, 2023.
"Watch your words: An experimental study on communication and the opportunity cost of delegation,"
Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 216-232.
- Armenak Antinyan & Luca Corazzini & Elena D'Agostino & Filippo Pavesi, 2017. "Watch your Words: an Experimental Study on Communication and the Opportunity Cost of Delegation," Working Papers 18/2017, University of Verona, Department of Economics.
- Armenak Antinyan & Luca Corazzini & Elena D'Agostino & Filippo Pavesi, 2019. "Watch your Words: An Experimental Study on Communication and the Opportunity Cost of Delegation," Working Papers 2019: 31, Department of Economics, University of Venice "Ca' Foscari".
- Ockenfels, Axel & Werner, Peter, 2012.
"‘Hiding behind a small cake’ in a newspaper dictator game,"
Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 82-85.
- Axel Ockenfels & Peter Werner, 2011. "'Hiding behind a small cake' in a newspaper dictator game," Working Paper Series in Economics 51, University of Cologne, Department of Economics.
- Khalmetski, Kiryl, 2016. "Testing guilt aversion with an exogenous shift in beliefs," Games and Economic Behavior, Elsevier, vol. 97(C), pages 110-119.
- Claire Rimbaud & Alice Soldà, 2024.
"Avoiding the cost of your conscience: belief dependent preferences and information acquisition,"
Experimental Economics, Springer;Economic Science Association, vol. 27(3), pages 491-547, July.
- Claire Rimbaud & Alice Soldà, 2021. "Avoiding the Cost of your Conscience: Belief Dependent Preferences and Information Acquisition," Working Papers 2114, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
- Tobias Regner, 2018.
"Reciprocity under moral wiggle room: Is it a preference or a constraint?,"
Experimental Economics, Springer;Economic Science Association, vol. 21(4), pages 779-792, December.
- Tobias Regner, 2017. "Reciprocity under moral wiggle room: is it a preference or a constraint?," Jena Economics Research Papers 2016-024, Friedrich-Schiller-University Jena.
- Claire Rimbaud & Alice Soldà, 2021.
"Avoiding the Cost of your Conscience: Belief Dependent Preferences and Information Acquisition,"
Working Papers
2114, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
- Claire Rimbaud & Alice Soldà, 2021. "Avoiding the Cost of your Conscience: Belief Dependent Preferences and Information Acquisition," Working Papers halshs-03325963, HAL.
- Claire Rimbaud & Alice Soldà, 2024. "Avoiding the cost of your conscience: belief dependent preferences and information acquisition," Post-Print hal-04702729, HAL.
- Pierpaolo Battigalli & Martin Dufwenberg, 2022.
"Belief-Dependent Motivations and Psychological Game Theory,"
Journal of Economic Literature, American Economic Association, vol. 60(3), pages 833-882, September.
- Pierpaolo Battigalli & Martin Dufwenberg, 2020. "Belief-Dependent Motivations and Psychological Game Theory," CESifo Working Paper Series 8285, CESifo.
- Cartwright, Edward, 2019. "A survey of belief-based guilt aversion in trust and dictator games," Journal of Economic Behavior & Organization, Elsevier, vol. 167(C), pages 430-444.
- Woods, Daniel & Servátka, Maroš, 2016.
"Testing psychological forward induction and the updating of beliefs in the lost wallet game,"
Journal of Economic Psychology, Elsevier, vol. 56(C), pages 116-125.
- Woods, Daniel & Servátka, Maroš, 2016. "Testing Psychological Forward Induction and the Updating of Beliefs in the Lost Wallet Game," MPRA Paper 69957, University Library of Munich, Germany.
- Fumagalli, Elena & Rezaei, Sarah & Salomons, Anna, 2022. "OK computer: Worker perceptions of algorithmic recruitment," Research Policy, Elsevier, vol. 51(2).
- Bauer, Kevin & Pfeuffer, Nicolas & Abdel-Karim, Benjamin M. & Hinz, Oliver & Kosfeld, Michael, 2020. "The terminator of social welfare? The economic consequences of algorithmic discrimination," SAFE Working Paper Series 287, Leibniz Institute for Financial Research SAFE.
- Danilov, Anastasia & Khalmetski, Kiryl & Sliwka, Dirk, 2021. "Descriptive Norms and Guilt Aversion," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 293-311.
- Bauer, Kevin & von Zahn, Moritz & Hinz, Oliver, 2022. "Expl(AI)ned: The impact of explainable Artificial Intelligence on cognitive processes," SAFE Working Paper Series 315, Leibniz Institute for Financial Research SAFE, revised 2022.
More about this item
Keywords
algorithmic transparency; algorithmic decision support; human-machine interaction;All these keywords.
JEL classification:
- C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
- D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
- D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
- O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2021-05-03 (Big Data)
- NEP-EXP-2021-05-03 (Experimental Economics)
- NEP-GTH-2021-05-03 (Game Theory)
Statistics
Access and download statisticsCorrections
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:zbw:safewp:313. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/csafede.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.