Diversity, Equity, and Inclusion Commons^™

Gig Workers' Identity Construction In Pakistan's Platform Economy, Zubair Ahmed Pirzada, Shoukat Ali Mahar, Muhammad Haneef Gambhir

Business Review

The rapid expansion of Pakistan’s platform economy has introduced digitally mediated labor arrangements that fundamentally restructure occupational identities and the meanings workers attach to their work. Based on constructivist grounded theory, this study delves into the process of gig workers' self-negotiated and self-built occupational identities in the gig economy in the city of Karachi in Pakistan. Through in-depth interviews with 43 platform workers in Karachi (25 ride-sharing drivers and 18 food delivery riders), the analysis produced the Adaptive Identity Construction Framework, theorizing identity construction as a simultaneous process across temporal, algorithmic, and sociocultural dimensions. Four types of identity were formed: …

Algorithmic Monocultures In Hiring, Rishi Bommasani, Sarah H. Bana, Kathleen A. Creel, Dan Saul Jurafsky, Percy Liang

Economics Faculty Articles and Research

Many employers screen job applicants with algorithms built by the same few algorithm vendors. We hypothesize that algorithmic monoculture leads to the same individuals and members of the same racial groups facing rejection. We acquire and analyze a novel dataset of 3 million applicants submitting 4 million applications where all the applications are screened by algorithms built by the same vendor. We find clear racial disparities in applicant outcomes. Of all applications submitted by Asian and Black applicants, 14.74% and 25.87% are submitted to positions that adversely impact Asian and Black applicants, respectively, according to U.S. employment discrimination standards. Individuals …

Balancing Our Capacity To Serve: A Phenomenological Exploration Of Black Women Navigating Personal, Professional, And Community Leadership Roles, Shemeka K. Brathwaite

Student Theses

This phenomenological study explores the lived experiences of Black women community leaders as they navigate a balance between their professional, personal, and community leadership roles. The research design uses the theoretical frameworks of Black Feminist Intersectionality and Role Theory, specifically addressing the cultural burdens imposed by the Strong Black Woman archetype, which adds additional role strain. The study began with a questionnaire completed by 54 Black women community leaders, followed by 20 in-depth, semi-structured interviews selected from this pool. The study’s key findings are illustrated in a Black Women’s Sustainable Community Leadership Framework. Black women community leaders exude high self-efficacy, …

Overcoming Adversity With Resilience: A Phenomenological Examination Of African American Women Leaders Facing Microaggressions In Corporate Spaces, Dionne Trenise Johnson

Electronic Theses and Dissertations

African American women leaders in Fortune 500 companies experience persistent challenges of subtle yet pervasive systems of discrimination in the form of microaggressions that cause negative impacts to their psychological well-being, workplace performance, and career advancement. These women exhibit incredible resilience that enable them to thrive at work, mitigate mental health challenges, and navigate their careers successfully. However, unlike people who fall into either a racial minority group or a gender minority group, African American women experience compounded effects of microaggressions due to the intersection of their race and gender. As a result of microaggressions, these women experience impacts to …

The Impact Of Artificial Intelligence And Neuro-Linguistic Programming On Candidate Assessment In Talent Acquisition, Amna Fahim

Dissertations

Digitalization in human resource management led to the implementation of Artificial Intelligence (AI) and Neuro Linguistic Programming (NLP) in recruitment practices. However, although AI and NLP were adopted globally, the empirical evidence in emerging countries, especially Pakistan, was scanty. Hence, this study investigated the impacts of individually and jointly implementing AI and NLP on candidate assessment outcomes in the telecommunications industry in Pakistan. According to the literature, this study is grounded in Technological Determinism, Machine Learning Theory, Psycholinguistic Theory, and Cognitive Behaviorism. A quantitative correlational approach was used in this study. To investigate the proposed research questions, descriptive statistics, Pearson …

Disability Employment In Côte D’Ivoire: Human Resources Managers’ Experiences And Challenges, Kinanpy Vanessa Toure

Dissertations

This study examined the critical role of human resource (HR) managers in promoting workforce integration and addressing the persistent barriers faced by people with disabilities (PWDs) in Côte d'Ivoire. Focusing on the perspectives, challenges, and lived experiences of HR managers, the research explored how inclusive workplace practices were developed and implemented within the Ivorian context. Employing a qualitative case study design, the study utilized semi-structured, scenario-based interviews and analyzed allowable public documents, specifically the Ivorian Labor Code, a relevant NGO publication addressing disability inclusion in Côte d’Ivoire, and the publicly available websites of participating organizations. This approach was intended to …

Neurodiversity Works--Literally: A Scoping Review Of Neurodivergence In The Workplace, Daisy V. Dimatos

Binghamton University Undergraduate Journal

In recent years, the importance of utilizing inclusive practices in the workplace has become much more widely-known, especially in regards to supporting neurodivergent employees. The systemic barriers and challenges faced by neurodivergent job-seekers and employees mean this population is often limited in their employment prospects, in turn depriving human resources professionals and their organizations of the chance to hire and benefit from diverse talent. As neurodivergent individuals exist within the workforce and general public, it is critical that organizations properly accommodate their needs in order to ensure optimal inclusivity, business efficiency, and productivity. This scoping review of the literature on …

Generations At Work: Examining Differences In The Nonprofit Sector, Cory J. Bergeron

Dissertations

This non-experimental quantitative dissertation examined generational differences among non-management employees in the United States nonprofit sector, where multiple generational cohorts work side by side. The problem addressed is that nonprofit leaders’ limited understanding of how distinct generational experiences shape employees’ work-related attitudes and preferences can contribute to conflict, reduced engagement, and costly turnover in already resource-constrained organizations. Grounded in Mannheim’s generational theory and Becker’s human capital theory, the study conceptualized generational cohorts as groups whose shared formative experiences influence what they value in their work context and how those values translate into human capital that affects organizational outcomes.

Using a …

Too Warm To Lead? How Motherhood And Racioethnicity Shape Perceptions Of Warmth And Competence, Patricia Guerrero

Management Dissertations

Women continue to face workplace bias, including wage disparities (Fry & Aragao, 2025) and barriers to advancement like the glass ceiling (Babic & Hansez, 2021). For mothers these challenges are compounded by stereotypes tied to their maternal status, such as assumptions about reduced commitment and the motherhood penalty (Arena Jr. et al., 2023). Research shows mothers are often viewed as warmer but less competent than non-mothers, which can hinder career progression (Cuddy et al., 2004; Heilman & Okimoto, 2008). Racial and ethnic stereotypes further shape perceptions, with Black women often labeled as “aggressive” and Latinas as “nurturing” (Ghavami & Peplau, …

Design Thinking For Corporate Social Responsibility Program Proposal Creation, Michelle "Mindy" D. Danovaro

University of the Pacific Theses and Dissertations

This qualitative study used action research to explore how the use of design thinking engaged employees in the creation of a corporate social responsibility (CSR) program proposal in a small- to medium-enterprises (SME) in the Sacramento region of California. The purpose of the study was to assess whether employee participation in a design thinking exercise could improve employee perception of engagement, inclusion, and reciprocity during the CSR program proposal creation. The study was grounded in social exchange theory, stakeholder theory, and design thinking methodologies. The iterative research process followed action research cycles (i.e., plan, act, observe, and reflect) integrated with …

Empowering Equity: Latinas In Leadership – Navigating Work-Life Balance In The Post-Pandemic Era, Teresa Excinia

University of the Pacific Theses and Dissertations

This dissertation explored the lived experiences of Latina leaders as they navigated how cultural expectations influenced work–life balance in the post-pandemic era. The COVID-19 pandemic reshaped workplace dynamics, blurring boundaries between professional responsibilities and personal life. For Latinas, these challenges were compounded by cultural expectations that shaped their roles both at home and in the workplace. The purpose of this study was to understand how Latina leaders managed the dual pressures of balancing career demands with cultural and familial obligations. Using Testimonio as the methodological framework, this study captured the voices and narratives of Latina leaders across industries, offering an …

The New Professional: The Legacy Of Women In Dentistry, And Your Place In It, Amrita Patel Dds

The Journal of the Michigan Dental Association

Women now constitute over half of dental graduates, transforming the profession’s culture and leadership. While women hold a majority of seats on the MDA Board of Trustees, wage disparities, underrepresentation in certain specialties, and work-life balance pressures remain challenges. The author emphasizes that the legacy of women in dentistry is an active, evolving force. New professionals have the opportunity and responsibility to advance this legacy by engaging in mentorship, advocating for fair workplace policies, pursuing ownership, and serving as role models. This ensures the profession is defined by opportunities rather than barriers.

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

Toxic Leadership And Employees' Silence In The Public Sector: The Mediating Role Of Emotional Exhaustion And The Moderating Effect Of Cultural Values, Zubair Ahmed Pirzada, Shoukat Ali Mahar, Naveed Ahmed Mahar

Business Review

This study examines the impact of toxic leadership on employee silence in public healthcare institutions within Sukkur Division, Sindh, Pakistan. Although prior studies have mostly focused on corporate settings, little is known about how toxic leadership shapes employee silence in public healthcare systems of developing countries. This study proposes emotional exhaustion as the mediating variable and cultural value as a moderating variable for the indirect effect. The study employed a cross-sectional and quantitative design, collecting data from 255 employees working in District Health Offices, Basic Health Units, and public hospitals. Validated measurement scales were applied, and data were analyzed using …

Beyond Compliance: Investigating The Motivational Power Of Equality, Diversity And Inclusion (Edi) In European Hospitality, Alessandro Ferrazza Dr

ICHRIE Research Reports

The base concept of this study is to explore the interrelationship between Equality, Diversity and Inclusion (EDI) practices, employee motivation and performance within the European Hospitality Industry. The research aims to identify the barriers and facilitators that shape motivational synergies stimulating performance outcomes, particularly for underrepresented employee groups. The researcher employed a mixed-methods approach underpinned by a pragmatic interpretivist framework. The findings revealed that there is wide use of discriminatory practices, limited career progression and poor work-life balance which act as significant demotivators (Siu et al., 1997). The study also reconceptualises EDI not merely as a compliance requirement, but as …

Ua21 What's New, Wku Institutional Equity

WKU Administration Documents

Newsletter created by and about the Office of Institutional Equity.

• Demir, Ena. A Message from the Executive Director
• Training Opportunities: Stay Informed & Engaged
• Understanding Title VI
• Student Accessibility Center Joins the Office of Institutional Equity
• Need Workplace Accommodations?
• Web Accessibility Regulations
• Relevant Information
• Stop Campus Hazing Act
• Meet the Team

Book Review: Building A God, Carl Lee Tolbert

The Journal of Values-Based Leadership

No abstract provided.

Exploring Dimensions Of Crystallized Identities, Candice L. Ruh

Feminist Pedagogy

For college students, learning about the components of identity can generate deeper knowledge about how personal and social identities differ, and how identities influence the way individuals experience socio-cultural systems and structures. The Exploring Dimensions of Crystallized Identities activity uses principles of self-reflexivity and dialogue to explore theoretical frameworks for practical application. This experiential activity is a facilitated dialogue driven by student involvement and is best suited for students in mid- to upper-level undergraduate courses. It encourages students to reflect on their and others’ identities, and to consider the social impacts of diversity in their lives.

Exploring A Holistic Conceptualization Of Destructive Leadership: Perspectives From The Lived Experiences Of Latino Law Enforcement Command Staff Officers, Carmelin Rivera

Dissertations

Recently, there has been an increased interest in destructive leadership or what is characterized as the dark side of leadership. There is, in fact, no consensus in the literature about the definition of destructive leadership, and this murkiness has led to two somewhat different approaches to understanding this phenomenon: 1) a leader-centric approach that emphasizes the bad behaviors and traits of so-called toxic leaders and 2) a much broader, holistic approach, often discussed as the toxic triangle (Padilla et al., 2007), that focuses on how destructive leadership is co-created by a toxic system of bad leaders and susceptible followers …

Exploring Contributions Of Partnerships Between Employers And Disability Organizations On Recruitment, Hiring, Training, Retention, And Accommodation Of Individuals With Disabilities In Mississippi, Peter Oluwadare Kalejaiye

Dissertations

The Americans with Disabilities Act (ADA) of 1990 provides equal employment opportunities for individuals with disabilities (IWDs) by prohibiting discrimination in employment. However, one out of four IWDs face discrimination in employment in the United States (U.S. Bureau of Labor Statistics, 2023). Additionally, despite establishing the Office of Disability Employment Policy and enacting the Workforce Innovation and Opportunity Act to help integrate IWDs into the workforce, IWDs face barriers to equal and equitable employment (NASEM, 2017). Previous studies recommend partnerships between employers and disability organizations (DOs) to provide employment opportunities and benefits for IWDs through recruitment, hiring, training, retention, and …

The Digital Incorporated Worker Narrative: A Mixed Methods Study Of Digital Capital, Work Selection, And Outcomes In The Fourth Industrial Revolution, Tracie King

Dissertations

Digital technology permeates society and industry, making digital-ready workers necessary for firms of all sizes as a firm seeks competitiveness in the market (Bergson-Shilcock et al., 2023; de Ruyter et al., 2018; Gorski et al., 2022; Karaboğa, 2023; Kim et al., 2017; Qureshi Zia, 2019). Firms seeking digital-ready workers face a complex digital divide that creates a worker shortage (Bergson-Shilcock et al., 2023; Karaboğa, 2023; Qureshi Zia, 2019). This study aims to describe workers' work selection, work experience, and outcomes in a complex digital society.

Most digital divide research focuses on the individuals excluded from owning, accessing, and having skills …

Buyer Perceptions Of Single- And Mixed-Gender Dyadic Sales Teams: Should I Have A Wingman Or A Wingwoman?, Eric Kushins, Melissa Clark

Journal of Applied Marketing Theory

Prior research suggests that the gender composition of sales teams may impact team performance. However, research at the intersection of sales, gender, and teams is limited. In this study, we collect survey data from hypothetical buyers who viewed one of six sales pitch videos, including solo salesmen and saleswomen, single-gender dyadic sales teams, and mixed-gender sales teams. The hypothetical buyers were asked to rate each of the salespeople on important traits that have proven to lead to successful sales interactions, including customer orientation, understanding, trustworthiness, awareness of others’ feelings, competence, knowledge, and if the hypothetical buyer would take advice from …

A Strategic Audit: Eli Lilly & Company, Natalie Karrels, Ethan Heinemann, Jonathan Patton, Meg Williams

Honors Program: Senior Projects (Public)

This strategic audit assesses the external and internal forces impacting Eli Lilly & Company’s strategic decision-making strategies. All information has been gathered from industry reports and company reports, including reports for investors, analyst calls, financial statements, and news reports. The report highlights the quantitative, qualitative, performance, strategy, and leadership decisions that have allowed Eli Lilly & Company to succeed for the past 150 years.

Organizational Policy Initiatives For A Neurodiverse Workforce, Renae Taylor

ATU Scholars Symposium

Neurodivergent individuals make up a significant percentage of the population and yet lag in employment due to employment barriers of the traditional workplace. While the benefits of a diverse workplace are well documented, there is still a large deficit when it comes to neurodiversity equitable access. To attract and retain a neurodiverse workforce, organizations must make changes that align with research-backed methods for policy building and in turn change the organizational leadership focus to a transformational, growth-based framework.

This applied project focuses on organizational policy initiatives that support the neurodivergent employee, with an emphasis on accommodations and modifications, inclusion, and …

Staff Matters: Diversity As A Value-Add Vs. A Turn-Off, Jodi Schafer Sphr, Shrm-Scp

The Journal of the Michigan Dental Association

This article explores how dental practices can approach diversity as a value-add rather than a divisive issue. It offers practical recruitment and retention strategies to build diverse, qualified teams. Emphasis is placed on inclusive language, broad candidate sourcing, cultural fit, and open communication to support a workplace where all staff feel valued and engaged.

Collaborating For Inclusion: Awareness And Understanding In Action At Six-String Biotech, Danny Lackey, Richard Jonsen

Rohrer College of Business Departmental Research

It was early summer 2020. The Breonna Taylor and George Floyd murders were front of mind across the United States. People were flooding the streets of cities large and small, demanding an end to racist policies and actions embedded in the United States’ social fabric. At Six-String Biotech, ten employees of color went to company executives with their concerns about inclusion and equity inside their organization and the need for change. This case tells how Six-String Biotech responded to these employees, engaged in difficult internal conversations, and began a change process to create a more diverse, inclusive, and equitable organizational …

Navigating The Academic Terrain: Examining The Challenges And Success Factors Of Student Veterans In Higher Education Institutions, Katherine Reyes, Corey Idleburg

Education Division Scholarship

This study investigates the academic experiences of student veterans, addressing specific challenges they face in higher education. Using Schlossberg’s adult transition theory, it explores the effects of invisible barriers, enrollment trends, and institutional factors on veteran student success, leveraging the VA’s GI Bill Comparison tool to examine public versus private school support. Findings underscore the need for targeted resources, faculty training, and institutional awareness to foster a supportive and inclusive environment that enhances veteran students' academic success and sense of belonging.

Uncovering New Perspectives On Job Performance In Diverse Work Settings: A Job Demand-Resource Theoretical Approach, Myesha P. Holmes

Theses, Dissertations and Capstones

The aim of this study was to integrate the agility literature within the theoretical framework of the Job Demand-Resource (JD-R) Theory to examine and validate whether employee agility (job resources) and work overload (job demands) influence the relationship between subjective wellbeing, work engagement, and job performance among remote, hybrid, and onsite workers. Data was collected through a Qualtrics Online panel, utilizing five standardized and validated scales, from a sample of 504 full-time employed respondents across the United States. The data was analyzed using Structural Equation Modeling (SEM) and Analysis of Variance (ANOVA). The results indicated a significant relationship between employee …

Women On Boards Annual Monitoring Report 2024, Center For Entrepreneurship And Innovation

Faculty Books

The AUC Egypt women on boards monitoring report is issued annually to track and monitor the presence and representation of women on boards towards meeting the goal of having 30% women on boards by 2030. The importance of improving representation of women on boards stems from the fact that it is one of the good governance pillars, in addition to the positive impact on firm performance and profitability. The National Strategy for the Empowerment of Egyptian Women 2030 has accordingly promoted for increasing the leadership roles of women and holding key positions in public institutions and companies, setting the target …

Building Bridges An Inclusive Practices Toolkit To Empower Neurodivergent Adults In The Workplace, Gloria Saldana

Student Theses and Dissertations

In this toolkit, designed for managers of neurodivergent employees, we will dig into the complexities of neurodivergence, specifically of Autism Spectrum Disorder (ASD). This toolkit aims to promote inclusivity within the workplace. We need to bridge the gap in improving neurodivergence education by understanding characteristics and communication differences, identifying cues, stigma, and consequences of actions ( e.g., bullying). Prioritizing each person's needs allows neurodivergent individuals and employers to discover natural talents and thrive within a diverse society. Through interactive sessions and practical exercises, managers will learn strategies for clear and concise communication, facilitating smoother collaboration, and initiating changes in the …