IDEAS home Printed from https://ideas.repec.org/a/ucp/jlstud/doi10.1086-668403.html
   My bibliography  Save this article

Detecting and Punishing Unconscious Bias

Author

Listed:
  • Philip E. Tetlock
  • Gregory Mitchell
  • L. Jason Anastasopoulos

Abstract

We present experimental results demonstrating how ideology shapes evaluations of technology aimed at detecting unconscious biases: (1) liberals supported use of the technology to detect unconscious racism but not unconscious anti-Americanism, whereas conservatives showed the reverse pattern, (2) liberals and conservatives opposed punishing individuals for unconscious bias but supported punishing organizations failing to use the technology to root out, respectively, racism or anti-Americanism, (3) concerns about researcher bias and false accusations mediated the effects of ideology on support for the technology, and (4) participants taking strong initial stands were likelier than moderates to reconsider their positions. Our findings demonstrate that there is substantial concern about penalizing unconscious bias at the individual level and that it will be difficult to generate broad support for regulation of unconscious bias at even the organizational level unless the technology is a reliable detector of unconscious biases that lead to frequent or serious antisocial behaviors.

Suggested Citation

  • Philip E. Tetlock & Gregory Mitchell & L. Jason Anastasopoulos, 2013. "Detecting and Punishing Unconscious Bias," The Journal of Legal Studies, University of Chicago Press, vol. 42(1), pages 83-110.
  • Handle: RePEc:ucp:jlstud:doi:10.1086/668403
    DOI: 10.1086/668403
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1086/668403
    Download Restriction: Access to the online full text or PDF requires a subscription.

    File URL: http://dx.doi.org/10.1086/668403
    Download Restriction: Access to the online full text or PDF requires a subscription.

    File URL: https://libkey.io/10.1086/668403?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. McClosky, Herbert & Chong, Dennis, 1985. "Similarities and Differences Between Left-Wing and Right-Wing Radicals," British Journal of Political Science, Cambridge University Press, vol. 15(3), pages 329-363, July.
    2. Dan M. Kahan & Hank Jenkins-Smith & Donald Braman, 2011. "Cultural cognition of scientific consensus," Journal of Risk Research, Taylor & Francis Journals, vol. 14(2), pages 147-174, February.
    3. Katzenstein, Gary, 1996. "The Debate on Structured Debate: Toward a Unified Theory," Organizational Behavior and Human Decision Processes, Elsevier, vol. 66(3), pages 316-332, June.
    4. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    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. Francis X. Shen & Dena M. Gromet, 2015. "Red States, Blue States, and Brain States," The ANNALS of the American Academy of Political and Social Science, , vol. 658(1), pages 86-101, March.

    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. Janice Y. Jung & Barbara A. Mellers, 2016. "American attitudes toward nudges," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 11(1), pages 62-74, January.
    2. repec:cup:judgdm:v:11:y:2016:i:1:p:62-74 is not listed on IDEAS
    3. FeCheng Ma & Farhan Khan & Kashif Ullah Khan & Si XiangYun, 2021. "Investigating the Impact of Information Technology, Absorptive Capacity, and Dynamic Capabilities on Firm Performance: An Empirical Study," SAGE Open, , vol. 11(4), pages 21582440211, November.
    4. Nosheena Yasir & Nasir Mahmood & Hafiz Shakir Mehmood & Osama Rashid & An Liren, 2021. "The Integrated Role of Personal Values and Theory of Planned Behavior to Form a Sustainable Entrepreneurial Intention," Sustainability, MDPI, vol. 13(16), pages 1-21, August.
    5. Casey A. Klofstad & Joseph E. Uscinski & Jennifer M. Connolly & Jonathan P. West, 2019. "What drives people to believe in Zika conspiracy theories?," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-8, December.
    6. Mia M. Vainio & Daiva Daukantaitė, 2016. "Grit and Different Aspects of Well-Being: Direct and Indirect Relationships via Sense of Coherence and Authenticity," Journal of Happiness Studies, Springer, vol. 17(5), pages 2119-2147, October.
    7. Yu Ding & Wayne S. DeSarbo & Dominique M. Hanssens & Kamel Jedidi & John G. Lynch & Donald R. Lehmann, 2020. "The past, present, and future of measurement and methods in marketing analysis," Marketing Letters, Springer, vol. 31(2), pages 175-186, September.
    8. Lefroy, Kathryn & Tsarenko, Yelena, 2014. "Dependence and effectiveness in the nonprofit-corporate alliance: The mediating effect of objectives achievement," Journal of Business Research, Elsevier, vol. 67(9), pages 1959-1966.
    9. Thuy-Van Tran & Sinikka Lepistö & Janne Järvinen, 2021. "The relationship between subjectivity in managerial performance evaluation and the three dimensions of justice perception," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 32(3), pages 369-399, September.
    10. Anxin Xu & Chenwen Wei & Manhua Zheng & Lili Sun & Decong Tang, 2022. "Influence of Perceived Value on Repurchase Intention of Green Agricultural Products: From the Perspective of Multi-Group Analysis," Sustainability, MDPI, vol. 14(22), pages 1-17, November.
    11. Alessia Acampora & Michele Preziosi & Maria Claudia Lucchetti & Roberto Merli, 2022. "The Role of Hotel Environmental Communication and Guests’ Environmental Concern in Determining Guests’ Behavioral Intentions," Sustainability, MDPI, vol. 14(18), pages 1-23, September.
    12. Arne K. Albrecht & Gianfranco Walsh & Simon Brach & Dwayne D. Gremler & Erica Herpen, 2017. "The influence of service employees and other customers on customer unfriendliness: a social norms perspective," Journal of the Academy of Marketing Science, Springer, vol. 45(6), pages 827-847, November.
    13. Yi He & Qimei Chen & Dana L. Alden, 2016. "Time will tell: managing post-purchase changes in brand attitude," Journal of the Academy of Marketing Science, Springer, vol. 44(6), pages 791-805, November.
    14. Abu Elnasr E. Sobaih & Ahmed Hasanein & Ibrahim Elshaer, 2020. "Influences of Green Human Resources Management on Environmental Performance in Small Lodging Enterprises: The Role of Green Innovation," Sustainability, MDPI, vol. 12(24), pages 1-19, December.
    15. Chen, Yuanyuan & Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2023. "Education and Migrant Health in China," Economic Modelling, Elsevier, vol. 121(C).
    16. Hanen Khemakhem & Paulina Arroyo & Julio Montecinos, 2023. "Gender diversity on board committees and ESG disclosure: evidence from Canada," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(4), pages 1397-1422, December.
    17. Wenigmann, Marc & Weiß, Julia & Heidelberg, Rahel, 2024. "Holding anti-feminist gender role beliefs mediate the relationship between family-related adverse childhood experiences and different forms of intimate partner violence perpetration in adulthood," Journal of Criminal Justice, Elsevier, vol. 93(C).
    18. Lu, Xi & Mo, Hongming & Deng, Yong, 2015. "An evidential opinion dynamics model based on heterogeneous social influential power," Chaos, Solitons & Fractals, Elsevier, vol. 73(C), pages 98-107.
    19. Connie Bateman & Sean Valentine & Terri Rittenburg, 2013. "Ethical Decision Making in a Peer-to-Peer File Sharing Situation: The Role of Moral Absolutes and Social Consensus," Journal of Business Ethics, Springer, vol. 115(2), pages 229-240, June.
    20. Juan Sandoval-Reyes & Sandra Idrovo-Carlier & Edison Jair Duque-Oliva, 2021. "Remote Work, Work Stress, and Work–Life during Pandemic Times: A Latin America Situation," IJERPH, MDPI, vol. 18(13), pages 1-12, July.
    21. Inés López López & Salvador Ruiz de Maya, 2012. "When hedonic products help regulate my mood," Marketing Letters, Springer, vol. 23(3), pages 701-717, September.

    More about this item

    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:ucp:jlstud:doi:10.1086/668403. 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: Journals Division (email available below). General contact details of provider: https://www.journals.uchicago.edu/JLS .

    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.