Sexual Orientation: Implicit Bias in Workplace Decision Making

2012 ◽  
Author(s):  
Joel T. Nadler ◽  
Morgan Witzke
2019 ◽  
Vol 13 (1) ◽  
pp. 005
Author(s):  
Oluwabunmi Ogungbe ◽  
Amal K Mitra ◽  
Joni K Roberts

Background and objectives: Health disparities are a growing concern in health care. Research provides ample evidence of bias in patient care and mistrust between patient and providers in ways that could perpetuate health care disparities. This study aimed to review existing literature on implicit bias (or unconscious bias) in healthcare settings and determine studies that have considered adverse effects of bias of more than one domain of social identity (e.g., race and gender bias) in health care. Methods: This is a systematic review of articles using databases such as EBSCO, Embase, CINAHL, COCHRANE, Google Scholar, PsychINFO, Pub Med, and Web of Science. Search terms included implicit bias, unconscious bias, healthcare, and public health. The inclusion criteria included studies that assessed implicit bias in a healthcare setting, written in English, and published from 1997-2018. Results: Thirty-five articles met the selection criteria – 15 of which examined race implicit bias, ten examined weight bias, four assessed race and social class, two examined sexual orientation, two focused on mental illness, one measured race and sexual orientation, and another investigated age bias. Conclusions: Studies that measured more than one domain of social identity of an individual did so separately without investigating how the domains overlapped. Implicit Association Test (IAT) is a widely used psychological test which is used to determine existence of an implicit bias in an individual. However, this study did not find any use of an instrument that could assess implicit bias toward multiple domains of social identities. Because of possible multiplicative effects of several biases affecting a single entity, this study suggests the importance of developing a tool in measuring intersectionality of biases. IMC J Med Sci 2019; 13(1): 005


Entropy ◽  
2021 ◽  
Vol 23 (8) ◽  
pp. 1047
Author(s):  
Danilo Franco ◽  
Luca Oneto ◽  
Nicolò Navarin ◽  
Davide Anguita

In many decision-making scenarios, ranging from recreational activities to healthcare and policing, the use of artificial intelligence coupled with the ability to learn from historical data is becoming ubiquitous. This widespread adoption of automated systems is accompanied by the increasing concerns regarding their ethical implications. Fundamental rights, such as the ones that require the preservation of privacy, do not discriminate based on sensible attributes (e.g., gender, ethnicity, political/sexual orientation), or require one to provide an explanation for a decision, are daily undermined by the use of increasingly complex and less understandable yet more accurate learning algorithms. For this purpose, in this work, we work toward the development of systems able to ensure trustworthiness by delivering privacy, fairness, and explainability by design. In particular, we show that it is possible to simultaneously learn from data while preserving the privacy of the individuals thanks to the use of Homomorphic Encryption, ensuring fairness by learning a fair representation from the data, and ensuring explainable decisions with local and global explanations without compromising the accuracy of the final models. We test our approach on a widespread but still controversial application, namely face recognition, using the recent FairFace dataset to prove the validity of our approach.


2017 ◽  
Vol 10 (1) ◽  
pp. 73-81 ◽  
Author(s):  
Christopher D. Petsko ◽  
Galen V. Bodenhausen

Decades ago, social psychologists documented a juror decision-making bias called the race–crime congruency effect: a tendency to condemn Black men more than White men for stereotypically Black crimes but to do the reverse for stereotypically White crimes. We conducted two high-powered experiments ( N = 2,520) to see whether this pattern replicates and to examine whether it is attenuated when the defendant is gay. When participants reported on what the average American juror would do (Experiment 1), we observed greater harshness toward Black defendants accused of stereotypically Black crimes but not the previously documented reversal for stereotypically White crimes. Defendant sexual orientation did not moderate this pattern. When participants reported their own judgments about the same criminal cases (Experiment 2), they expressed greater harshness toward White (vs. Black) defendants and toward heterosexual (vs. gay) defendants. These effects were not moderated by crime type. Implications for the race–crime congruency effect are discussed.


2006 ◽  
Vol 87 (2) ◽  
pp. 240-247 ◽  
Author(s):  
Brent A. Satterly

Self-disclosure is a therapeutic intervention often studied within the therapeutic relationship. Increasing attention has been given to therapist self-disclosure (TSD) in light of the gay therapist's sexual orientation. This qualitative study examines the decision-making processes of gay male therapists regarding self-disclosure of their sexual orientations with straight and gay male clients. Four focus groups of therapists discussing these decisions were coded and analyzed. Data analysis reveals 3 topical areas for categorizing themes related to decisions about disclosure of sexual orientation for gay male therapists: (a) identity creation; (b) individual identity management, preclient contact; and (c) individual identity management, client contact. The author describes the themes that emerge and the need for a fluid model of TSD decision making for gay male therapists.


Sleep Health ◽  
2018 ◽  
Vol 4 (5) ◽  
pp. 456-462 ◽  
Author(s):  
Anna Alkozei ◽  
Monika Haack ◽  
Jeff Skalamera ◽  
Ryan Smith ◽  
Brieann C. Satterfield ◽  
...  

2014 ◽  
Vol 3 (1) ◽  
pp. 6-27 ◽  
Author(s):  
David A.B. Murray

In this paper I explore how adjudicators in the Canadian refugee determination system assess sexual orientation refugee claims. By focusing on discourse and terminology of questions utilized in the hearing (in which the refugee claimant answers questions posed by the Immigration and Refugee Board (IRB) Member), I will outline how these questions contain predetermined social knowledge and thus operate as a cultural formation through which particular arrangements of sexual and gendered practices and identities are privileged. However, documents and interviews with IRB staff reveal the presence of a ‘gut feeling’ or ‘sixth-sense’ in determining the credibility of a claimant’s sexual orientation. While some may argue that these feelings represent a level of sensitivity that humanizes the decision making process, I argue that they reveal adjudicators’ application of their own understandings and feelings about ‘authentic’ sexual identities and relationships derived from specific cultural, gendered, raced and classed experiences, which, in effect, re-inscribe a homonormative mode of gatekeeping that may have profound consequences for a claimant whose narrative and/or performance fails to stir the appropriate senses.


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