Business Commons^™

Towards Algorithmic Justice: Human Centered Approaches To Artificial Intelligence Design To Support Fairness And Mitigate Bias In The Financial Services Sector, Jihyun Kim

CMC Senior Theses

Artificial Intelligence (AI) has positively transformed the Financial services sector but also introduced AI biases against protected groups, amplifying existing prejudices against marginalized communities. The financial decisions made by biased algorithms could cause life-changing ramifications in applications such as lending and credit scoring. Human Centered AI (HCAI) is an emerging concept where AI systems seek to augment, not replace human abilities while preserving human control to ensure transparency, equity and privacy. The evolving field of HCAI shares a common ground with and can be enhanced by the Human Centered Design principles in that they both put humans, the user, at …

Help Or Hindrance: How Social Media Affects The Selection And Hiring Processes Of Businesses, Alexandra Krska

Management Undergraduate Honors Theses

Continually, young people have been advised to be conscientious of the imagery they put on social media regarding their personal lives in preparation for employment selection. However, the use of social media in the selection process may cause Human Resource professionals to have inadvertent biases toward candidates among other moral and ethical issues. Through extensive research of the thoughts and actions of a plethora of different corporate professionals, I will analyze whether using social media as a tool in the selection process authentically produces positive unbiased results, or whether social media poses more ethical issues. With the hopes to create …

Bias-Related Attitudes Towards Black Women Of Transgender Experience In Nonprofit, Community, And Government Leadership, Ebony Kirkland

School of Professional and Continuing Studies Nonprofit Studies Capstone Projects

This study examines explicit attitudes and implicit biases that are learned and perpetuated against Black women of transgender experience. These behaviors and beliefs contribute to broader impacts around policy support and community safety. Long-term discrimination against Black women of transgender experience create various disadvantages in social, educational, and economic arenas. The primary research question will explore the ways in which personal and external experiences influence how society responds to Black transgender women. An additional research tool, which will involve qualitative and quantitative data sampling, this researcher will explore the experiences, attitudes and perceived behaviors of both Black transgender women and …

Social Media, Personality, And Leadership As Predictors Of Job Performance, Timothy Charles Lisk

CGU Theses & Dissertations

A thorough assessment of privacy concerns, reviewer bias, and applicant computer familiarity informs this longitudinal study incorporating features derived from social media, personality, leadership, traditional selection methodology, and objective measures of employee performance to build an empirical foundation for future research. To date, limited research has embarked upon an in-depth examination of the organizational implications of using social media data to assess job applicants. This dissertation addresses the question of whether social media data matters in the practical context of talent selection. I begin with a review of pertinent online communication theories, including media richness, cues filtered out, and social …

Computer Vision Machine Learning And Future-Oriented Ethics, Abagayle Lee Blank

Honors Projects

Computer Vision Machine Learning (CVML) in the application of facial recognition is currently being researched, developed, and deployed across the world. It is of interest to governments, technology companies, and consumers. However, fundamental issues remain related to human rights, error rates, and bias. These issues have the potential to create societal backlash towards the technology which could limit its benefits as well as harm people in the process. To develop facial recognition technology that will be beneficial to society in and beyond the next decade, society must put ethics at the forefront. Drawing on AI4People’s adaption of bioethics for AI, …

Exit, Voice, And Entrepreneurship: The Impact Of Identity Concerns On Underrepresented Minorities, Georgianna D. Melendez

Graduate Doctoral Dissertations

Despite organizations’ growing concerns over the recruitment and retention of underrepresented minorities in the United States, not enough is known about the conditions that lead underrepresented minority professionals to exit organizations and become entrepreneurs. Through an intersectionality lens and using a phenomenological methodology to form descriptive themes, this study seeks to further explore the experiences of minority professionals in organizations. Specifically, the focus of the study is to understand the conditions prompting underrepresented minorities to become entrepreneurs and either straddle or exit when launching their ventures. Although underrepresented minorities launching their own businesses is not a new phenomenon, the idea …

"Can I Work With Your Group?" Assessing Preferences Among The Washington University In St. Louis Undergraduate Community Towards International Students In Classroom Group Formation, Marisa Ippolito, Aneesha Bandarpalle, Hank Michalski

Senior Honors Papers / Undergraduate Theses

Group formation is an integral component of the contemporary higher education experience. This begs the question of how students form groups: which aspects are most important, and what determines people’s preferences for group members. Specific incidents have indicated that some students, particularly international students, are not sure if they will be welcome when asking to join a class group. In this study, undergraduate business students were surveyed to understand their preferences when selecting group members, using conjoint analysis to analyze the results. Overall, (i) results show that the most important factor for people’s preferences is if a potential group member …

Exploring How Women On Corporate Boards Cope With Gender Bias, Sharon Roberts

Walden Dissertations and Doctoral Studies

Gender bias may cause organizations to lose the values that women bring to the workplace in leadership positions and may thwart women from reaching their personal goals. The purpose of this qualitative descriptive multiple case study was to explore gender bias and its influence on women on corporate boards, their roles, appointment, and the need to develop coping strategies to deal with gender bias to execute their roles. The conceptual lens used was Tajfel and Turner's social identity theory to explain the basis for intergroup discrimination, and Eagly and Karau's role congruity theory of prejudice to explain the exclusion of …

Unconscious Bias During Recruitment Of New Hires-A Comparison Of The General Public And Human Resource Professionals, Diane Ellen Russo

Seton Hall University Dissertations and Theses (ETDs)

Immediate decisions are required in various situations. Judgements are made based on a variety of influences without even realizing it has occurred. Decisions are made within split seconds, and the outcomes are often a result of biases held.

Biases can be positive or negative; they are attitudes or stereotypes that are taught during an early age in life and reinforced over time. It is important to realize how these biases impact decision making and negative judgements placed on others.

Bias begins around the time one has the ability to understand and speak words -- generally at three years old. At …

Labor And Media: A Strained Relationship, Mac-Z Zurawski

All Student Theses and Dissertations

The labor movement or union community of America has been in a steady decline for more than a decade. The 1950s saw the pinnacle of success with one-third of the U.S. workforce being unionized. Today only 8% of the private workforce is unionized. One way in which this decline may be perceived as more pronounced is through media alienation. According to journalists across the nation such as Philip M.Dine unions have been alienated by media and its type of union coverage. In this study, I analyze the way in which the New York Times portrays the labor movement during the …

Rational Bias And Its Relationship To The Glass Ceiling, Kelly A. Levengood

Theses

This thesis will focus on the affect of rational bias to the "glass ceiling." Research has suggested that a "glass ceiling" exists in corporate America . It attributes the lack of women in middle and upper management to the "glass ceiling."

Some theorists acknowledge that not all women want to be at the top in management due to the "mommy track" or general lack of interest for that position. However, for those women who desire a position in upper management, some theorists believe women are blocked from upper management positions by the "old boys network" . . . the "glass …