Digital Commons Network^™

Workplace Monitoring Platforms Are Sharing Your Data: An Investigation & Roadmap To Address Data Abuses, Stephanie T. Nguyen, Levi Kaplan, David Choffnes, Alan Mislove, Seth Frotman, Erie Meyer

Center for Law and the Economy

This report investigates the data collection practices of nine widely used workplace monitoring platforms to determine the extent to which they track and analyze employee activity, behavior, or performance during work, including how these platforms transmit worker information and to which third-parties. This report finds that (1) nine out of nine workplace monitoring platforms studied directly shared identifying worker data to third parties, (2) nine out of nine workplace monitoring platforms studied shared information about workers’ online activities with third parties, and (3) three out of nine workplace monitoring platforms studied utilize features to track workers’ precise location. This report …

Community Resilience In The Absence Of Aid: Recovery After The 2018 Father’S Day Flood In Houghton County, Michigan, Abby Heggem

University Honors Program Senior Projects

Community networks influenced resilience and recovery after the 2018 Father’s Day Flood in Houghton County Michigan, particularly in the absence of strong institutional support. The flood caused widespread damage to homes, roads, and infrastructure, forcing residents to rely on immediate local action before state or federal aid arrived. Rural locations like Houghton County are often neglected by government funding and support during disasters and are forced to rely on themselves. Community networks matter in disasters because neighbors, volunteer groups, and local leaders respond faster than formal institutions. This project uses a qualitative case study approach that includes content analysis of …

The Role Of Public Administration And Hrm In Promoting Guardian-Oriented Policing In Michigan, Sara L. Cowling

Master of Public Administration Capstone Papers

This capstone paper examines how public administrators and human resource management (HRM) practices in Michigan local law enforcement agencies can influence the adoption of a guardian-oriented approach to policing. Using a qualitative case study method and document analysis, this study integrates peer-reviewed literature on guardian and warrior policing models with public administration and HRM frameworks. Findings indicate that due to the centralized structure of the Michigan Commission on Law Enforcement Standards (MCOLES) and standardized academy training, local agencies have limited control over recruit socialization during initial training. Thus, recruitment and hiring practices, specifically recruitment messaging, applicant self-selection, interviewing, organizational fit …

Healing Words: A Resilience Memoir By The Watsonville Women, Teresa L. Munoz

Capstone Projects and Master's Theses

Women in Watsonville face preventable health risks exacerbated by limited access to consistent physical activity and holistic wellness practices. This capstone project was conducted in collaboration with a local non-profit organization, Growing Greatness, that provides wellness-focused programming in organized group activities. This program serves Watsonville families and primarily supports women from underserved communities who are at greater risk of chronic health conditions due to socioeconomic and environmental factors. This project developed a memoir that documents the participants' experiences in activities such as bike riding, camping trips, and retreats that include yoga, hiking, tai-chi, meditation and other restorative activities. The purpose …

Streamlining Client Information For Post-Conviction Relief In Monterey County, Selena Lopez Arizmendi

Capstone Projects and Master's Theses

This capstone project addresses barriers to record clearing services that impact recidivism and reentry outcomes in California. Individuals with criminal records often face challenges in securing employment, housing, and stability, increasing the likelihood of continued justice system involvement. The Clean Slate Program at the Monterey County Public Defender’s Office provides post-conviction relief services to help reduce these barriers. Although Proposition 47 funding ended in February 2026, program services have continued. This project identified a need for a standardized, client-friendly informational resource, as key information has historically been communicated verbally, limiting understanding and retention. To address this gap, a concise Clean …

Mississippi Early Childhood Math Resource Guide: Supporting Mathematical Development From Birth Through Age Eight, Melissa Luckett, Systems Change Lab, Mississippi State University, Social Science Research Center, Mississippi State University

Books

The Mississippi Early Childhood Math Resource Guide is a comprehensive, research-informed digital publication designed to support the development of foundational mathematical skills in children from birth through age eight. Developed by the Systems Change Lab at Mississippi State University's Social Science Research Center, the guide translates evidence-based early mathematics concepts into practical, accessible strategies for educators, families, and caregivers. 

Organized by developmental stages, the guide integrates learning domains, age-appropriate math skills, and everyday instructional practices to promote the use of "math talk" and embedded learning opportunities across settings. It incorporates activities, instructional strategies, and resources aligned to support both formal …

Rehumanizing Anatomized Individuals: Using Osteobiographies As A Step Towards Reparative Justice, Lillie C. Turpin

Department of Anthropology: Theses and Student Research

In 1985, India banned the export of human remains. This ended the major trade route for primarily US and European anatomical supply companies. Until this point, companies like Carolina Biological Supply exploited and erased vulnerable people's identities, molding them into anonymous anatomical specimens. This study investigates the life and postmortem history of twenty-five individuals, previously used as anatomical specimens, housed at the University of Nebraska–Lincoln. Using an osteobiographical approach, this research reconstructs aspects of these individuals' lived experiences and examines how anatomical preparation practices reflect structural violence and apathy.

Skeletal analysis of twenty-five individuals revealed a range of biological profiles, …

A Phenomenological Study: Examining Organizational Change Initiatives Within The U.S. Army To Influence Racial Climate, Reginald Gerald Dash Ii

Electronic Theses and Dissertations

This research study was aimed at examining organizational change initiatives influencing the racial climate among African American soldiers in the United States (U.S.) Army. African Americans comprise a significant portion of the U.S. Army. However, African Americans’ significant contributions do not readily translate into “equal treatment”, which includes proportional representation at the highest levels of leadership. African Americans in the U.S. Army face career navigation challenges rooted in systemic racial division. The goal of this qualitative phenomenological study was to add African American soldiers’ voices to the existing literature by interviewing African American soldiers with at least five years of …

The Impact Of Career And Technical Education Teacher Certification Preparation Programs On Student Industry-Based Certification Examinations, Kaneesha Chameka Celestin

Electronic Theses and Dissertations

Career and Technical Education (CTE) programs are designed to prepare students for high-wage, high-demand industry jobs. However, there is limited research on Career and Technical Education teacher preparation programs (traditional, alternative, and industry-based) and the impact on student outcomes on industry-based examinations, such as ACT WorkKeys. This quantitative study analyzed Career and Technical Education (CTE) teacher preparation programs (traditional, alternative, and industry-based) and 12th -grade students’ outcomes on the 2023-2024 ACT WorkKeys examination and whether relationships exist between the two. Additionally, the research examined each Career and Technical Education teacher certification preparation program individually to determine the differences among traditional, …

Factors Affecting Pedestrian-Vehicle Conflicts: An Empirical Analysis, Christo D. Jamo

Honors Scholar Theses

The number of pedestrian deaths increased by 78% between 2009 and 2023, while other motor vehicle crash deaths increased by 13% in the same period [1]. To identify potential pedestrian safety measures, this study analyzed the effects of location-based demographics, pedestrian phasing type, and other physical infrastructure and behavior variables on the probability of pedestrian-vehicle conflicts at signalized intersections, which is a surrogate measure of crash risk. Data were collected from 55 intersections in Connecticut, and the pedestrian-vehicle interactions were classified by severity based on the Swedish Traffic Conflict Technique: undisturbed passage, potential conflict, minor conflict, or serious conflict. Because …

Integrating Organizational Theory In Student Employee Development Across Dispersed Workplaces, Anica C. Chesnut

Master of Public Administration Capstone Papers

Managing and developing staff at university residential desks presents unique challenges. One challenge is the complexity of supervising student employees while allowing them the opportunity to grow as well. Another challenge is the dispersed nature of residential desks across a university campus. Satellite desks present a difficulty to maintain community, a positive work culture, continuity of expectations, and procedures. Several organizational theory frameworks can be directly applied to the organization in order to reduce challenges. This capstone paper utilizes literature review and examination of current practices, to provide context of current inefficiencies while also critically analyzing pain points within the …

Efficacy Of Implicit Bias Training Within The Hazel Park Police Department, Luke Londo

Master of Public Administration Capstone Papers

Among the many desired outcomes for uniformed police officers who undergo implicit bias training is a reduction in the level of discriminatory conduct related to such biases. Current research on the subject offers mixed results, and nearly all existing studies do not provide an empirical measurement of efficacy or other outcomes beyond officer sentiment. This case study examines and measures the impact of implicit bias trainings, which is a requirement for officers within the Hazel Park Police Department in Michigan, prior and subsequent to certification by using raw and sustained complaints of discriminatory conduct allegedly perpetrated by Hazel Park police …

Improving And Maintaining Public Trust In Law Enforcement: A Qualitative Case Study Of The Northville Township Police Department, Christopher Bachand

Master of Public Administration Capstone Papers

Public trust is a key component of effective law enforcement. While historically cyclical, trust in American law enforcement agencies has trended downward in recent years following several high-profile use of force incidents. In response, many agencies have begun incorporating new theories and models into their policies and procedures aimed at increasing public trust. This capstone paper draws upon the relevant literature surrounding these theories and conducts a qualitative case study of the Northville Township Police Department. This agency consistently achieved above-average levels of confidence from its community members by incorporating these theories using a hybrid-synthesis policy implementation approach. This paper …

Body Worn Cameras For The Madison Police Department, Caleb Wright

Master of Public Administration Capstone Papers

Body-worn cameras for law enforcement officers can ensure accountability of the officers and transparency to the public. Though body-worn cameras have become increasingly popular in police departments, some departments do not use them. The Madison Police Department is one of these departments. Body-worn cameras have been implemented with policy models in many surrounding departments in Wisconsin and have proved to hold officers accountable and ensure transparency during complaints and cases. Leveraging literature on integrated policy approach and policy implementation, this capstone paper summarizes the needs and benefits of body-worn cameras for the MPD. This paper contributes to broader debates on …

Factors Contributing To The Effectiveness Of Reentry Programs For Formerly Incarcerated Adults, William Lopez Jr, Falina Rose Gonzales

Electronic Theses, Projects, and Dissertations

Reentry into society following incarceration represents a critical transition that significantly influences long-term stability and recidivism outcomes. Formerly incarcerated adults frequently encounter structural barriers related to housing, employment, behavioral health access, and social reintegration, highlighting the need for effective reentry programming. The purpose of this qualitative study is to examine factors that contribute to the effectiveness of community-based reentry programs for formerly incarcerated adults and to understand how participants and service providers perceive successful reintegration outcomes. Guided by ecological systems theory and empowerment theory, this study employs a qualitative phenomenological design using semi-structured interviews with approximately 15 formerly incarcerated adults …

Utilizing A Social-Ecological Approach To Understand Healthcare Professional's Ability To Identify Child Sexual Exploitation, Vanessa Gudiel, Alyssa Fierro

Electronic Theses, Projects, and Dissertations

Commercially sexually exploited children (CSEC) are an underrecognized population who face barriers when receiving healthcare services in emergency settings. A common theme that prevents them from receiving services is the healthcare professionals' (HP) inability to recognize warning signs and engage with victims. This stems from an absence of CSEC-focused curriculum in institutional settings, leading to a lack of education and confidence in identifying CSEC. CSEC screenings are not mandatory in most healthcare settings, leaving the discretion to the HP and enabling the continued missed opportunity to identify victims. The proposed study will utilize an exploratory design to conduct qualitative interviews …

Deferred Dreams: Mental Health Challenges And Access To Services Among Daca Recipients, Jamie G. Ruiz, Marlene Ortiz, Denisse Salvatierra

Electronic Theses, Projects, and Dissertations

Deferred Action for Childhood Arrivals (DACA) is an administrative program that protects young immigrants from deportation while granting them access to education and employment. DACA recipients face challenges in accessing resources due to their temporary status and the unpredictability of immigration laws, leading to mental health risks from stigma, anxiety, and fear of deportation. However, little research has examined how DACA's instability and immigration politics affect psychological well-being and access to services over time. This study examines how restrictive immigration policies affect DACA and undocumented people's mental health and access to culturally responsive, trauma-informed mental health and social services. This …

Discipline And Identity: Testimonios Of Queer Chicanxs, Marco Antonio Ortigoza Jr

Open Access Theses & Dissertations

Every year, students are pushed away from educational opportunities due to punitive practices. A system of policies and practices that increase the student's likelihood of formal social control, including the juvenile justice system, is often referred to as the school-to-prison nexus (STPN). Existing research suggests a disproportional number of students of color, as well as queer students, are harmed by disciplinary policies. The literature, however, does not fully address students' experiences, particularly queer Chicanxs. This study attempts to narrow that gap by highlighting the disciplinary experiences of queer Chicanxs. Additionally, this study explores how disciplinary experiences impacted their identity formation. …

Fatal Remedies: How France Undermined Its Own Objectives In Algeria, 1954-1962, Elizabeth Mae Tornabene

Open Access Theses & Dissertations

While much of the best-known literature on the Franco-Algerian War has emphasized insurgency, counterinsurgency, and the grievances of the colonized, this thesis takes a broader, historical and public administration approach by analyzing the relationship between the development and implementation phases of government and military policies and the unintended, sometimes fatal, outcomes that followed. Although it does this from the perspective of policymaking in the country that is trying to maintain control over its distant territory, it has implications for those interested in maximizing resistance to these policymakers.

By conducting a structured, focused comparison of a typical case across three theories …

Good Life Automobility: Cultural/Rhetorical Resistance And Persistence Of Us Car Hegemony, Trinity O. Thompson

Department of Communication Studies: Dissertations, Theses, and Student Research

This project takes the car as a historical signifier of a rhetorical racialization process that enables a hypermobile white, masculine, neoliberal identity that pervades conceptions of mobility in the West. I locate these overlapping social formations under a cultural logic of good life automobility (GLA) that positions cars, a quintessential form of private property, as a motivator for a contemporary “good life” citizenship identity that cultivates neoliberal subjectivities of free movement and market consumption in contempt of socialized and racialized public transit futures. The introduction chapter elaborates on the boundaries of GLA while also contextualizing the two analysis chapters through …

Meritocracy And Equal Access To The Public Sector: A Comparative Analysis Of Accessibility To Public Sector Jobs And Public Services, Beomgeun Cho, Heasun Choi

Research Collection School of Social Sciences

This study investigates the impact of meritocracy on equal access to the public sector, focusing on public sector employment and services. While meritocratic principles promote impartiality and fairness in administrative processes, their effectiveness in improving equal accessibility remains understudied and contested. Drawing on the literature linking meritocracy to democratic stability, we argue that strong meritocratic systems enhance equal access to the public sector regardless of social groups and gender by fostering professional stewardship in the bureaucracy and strengthening checks and balances between bureaucrats and politicians. Our findings, drawn from a panel dataset consisting of 161 countries over 49 years, suggest …

The Impact Of Job Satisfaction, Organizational Commitment, And Employee Engagement On The Intent To Leave The Law Enforcement Profession For Police Officers, Veronica Lynn Dougherty-Denny

All-Inclusive List of Electronic Theses and Dissertations

In today’s dynamic organizational environment, worker factors such as job satisfaction, employee engagement, organizational commitment, and psychological contract fulfillment are vital for organizational success. This study examined their perceived relationship with police officers’ intent to leave the law enforcement profession. The problem addressed worked to understand factors influencing retention, including psychological contract breaches and workplace outcomes. The purpose of this quantitative study was to investigate the perceived relationship between job satisfaction, employee engagement, organizational commitment, and intent to leave the law enforcement profession all housed within the psychological contract. Five research questions addressed these variables and demographic factors (gender, years …

Separating Access Legitimacy From Utilization Analytics: A Two-Layer Evaluation Model For Philanthropy And Development, Stephanie Zabriskie

Journal of Nonprofit Innovation

This article introduces a two-layer evaluation model for philanthropic and development decision-making in access-based interventions. The first layer treats Access as Outcome (AAO) as a recognized outcome when essential goods, services or resources are delivered through a viable delivery pathway, without requiring post-access utilization or compliance to validate legitimacy. The second layer evaluates post-access variation through System Coherence Conditions (SCC), defined as internal alignment across governance and decision-making, distribution and logistics, social accountability and norms, and scarcity management and continuity, which explain differences in utilization, continuity, and downstream effects as signals of system coherence rather than as retroactive worthiness thresholds. …

Occupational Stressors And Health Impacts Among First Responders, Mason N. Roach

Honors College Theses

The United States 911 emergency response system is an interconnected web of public services that seeks to provide its community with care, resources, and safety in times of need. However, the impact of this support on the employees providing the service often goes unnoticed. This review identifies and analyzes the unique strains on first responders' physical and mental health using the Job Demand-Control Model and the Allostatic Load Model. A review of available research literature supports the conclusion that occupational-related stress, including trauma exposure, shift work, poor leadership, and inadequate communication, can have long-lasting negative impacts on provider health.

Hidden Barriers: Enforcement Asymmetry And The Political Economy Of U.S.–Mexico Food Trade And The Cattle Industry, Sabina Prieto, Chris Jackson

Honors Thesis

This project examines how enforcement irregularities in Mexican food safety regulation affect small exporters’ ability to access U.S. markets. On paper, agricultural trade is regulated by laws on food quality, certification, and logistics. In practice, it is how those rules are enforced. In Mexico, big firms and producer associations tend to gain steady support and easier certification, while smaller producers face delays, rejections, or inconsistent oversight that make it much harder to compete. This study uses a comparative case study approach to analyze how similar industries produce different outcomes in market access. By tracing key events such as disease outbreaks, …

Public Sector Employment: An Examination Of The Perceptions Of Potential Employees And The Realities Of Public Sector Hiring Agencies, Davis B. Chambliss

Honors Theses

This study investigates the growing challenge of recruiting Gen Z employees into the public sector, focusing on the disconnect between younger workers’ career preferences and their perceptions of government employment. While prior research suggests that Gen Z values purpose-driven work, stability, and community impact, public sector organizations continue to face hiring shortages and an aging workforce. The research employs a mixed-methods approach, combining a literature review with original survey data collected from two groups: college students and public servants from three states. The student survey generated 119 responses, with 72 qualifying participants, while the public servant survey yielded 30 responses. …

Federal Employment: The Experiences And Perceptions Of Active-Duty United States Air Force Spouses With Advanced Degrees, Meagan A. Seibert

Doctoral Dissertations and Projects

Underemployment and unemployment are commonly experienced by military spouses due to their migratory lifestyle, leading to a decline in retention rates for military personnel. Employment hardships only increase for advanced degree holders, although examination into the federal employment of military spouses has remained absent. The purpose of this phenomenological research study was to understand the impact that federal employment regulations and restrictions have on military spouses who have advanced degrees. Guiding this study was Bright and Pryor’s Chaos Theory of Careers, which explains the influence of change and chance in life on career development. Additional theoretical frameworks include Spillover Theory, …

What Is The Relationship Between Mental Health Court Participation And Recidivism In Georgia's Juvenile Courts?, Damarius Thompson-Lewis

Doctoral Dissertations and Projects

Juvenile Mental Health Courts (JMHCs) intend to address mental health issues that are related to youth delinquency through a therapeutic justice model rather than a punitive justice model. Still, the question of whether JMHCs decrease recidivism among young offenders in Georgia remains understudied due to limited empirical research on these programs. This quantitative, causal-comparative study addresses this gap by examining two key aspects: (1) the impact of JMHC participation on recidivism rates and (2) the predictive role of individual program components. The study included 300 juveniles (150 JMHC and 150 standard court participants) across five Georgia counties. Recidivism was operationally …

Study On The Prevalence Of Police Whistleblower Retaliation In The United States Of America, Brian Andrew Morrison

Doctoral Dissertations and Projects

Research indicates that two substantial problems arise as a result of retaliation against law enforcement whistleblowers. The first is that up to 10% of whistleblowers attempt suicide, with more contemplating the action (Shepard, 2021). The second problem is that, in law enforcement, the corruption of the investigative authorities involved in such cases represents a significant issue. In the last 5 years, the need for change in law enforcement has grown; one cause of this has been the rising voices of those who have witnessed corruption. Consequently, the aim of this applied quantitative study is to help unravel the problem of …

Contemplating Race In Clinical Algorithms: Educating The Physicians Of Tomorrow, Adam Gaetz

North American Conference to End Race-Based Medicine

No abstract provided.