Entity Resolution (ER) has been one of the bedrocks in the creation of information systems by ensuring ambiguous entities are identified and resolved by linking. One common design approach of traditional ER systems is to run in single-threaded mode, which makes the system prone to out-of-memory error when processing larger datasets. The Data…

This dissertation examines the role of digitalization in new venture internationalization in three studies: a systematic literature review, a quantitative study, and a qualitative study. The systematic literature review synthesizes existing literature in the research domains of digitalization and international opportunity recognition, as well as…

This dissertation investigates how decision-makers, such as teachers or law enforcement agencies, may discriminate against individuals from different racial and gender demographic groups in the context of technology usage. It analyzes the impact of seeing identifying information (such as names, photos, and emails) and signals of quality (such as…

This qualitative study is an exploration of how women in higher education information technology (IT) positions navigate constructing their leadership identities. This includes the messy, personal, internal identity work that occurs prior to claiming their leadership identities on the public stage, followed by an examination of what the experience…

Constant change exists in today's information technology (IT)-centric world, where IT leaders should strategically select the best approach to managing projects. A hybrid approach combines aspects from two established methodologies (predictive and adaptive) to create a process that can better align with the project's needs. The problem is IT…

Trainer perceptions of computer self-efficacy, technology usefulness, and ease of use affect their ability to deliver hybrid training programs. Certain industries have training requirements mandated by government regulatory agencies. The ability to meet these requirements is critical to protecting public safety and ensuring business continuity.…

The rise of Artificial Intelligence technology has raised concerns about the potential compromise of privacy due to the handling of personal data. Private AI prevents cybercrimes and falsehoods and protects human freedom and trust. While Federated Learning offers a solution by model training across decentralized devices or servers, thereby…

This dissertation studies the advancement of consensus-aware technologies in the context of collective decision-making, focusing on the integration of these technologies into information systems to effectively represent, detect, and characterize consensus among people and other agents. Despite the proven value of collective intelligence in…

This dissertation proposes a strategy, or set of decision-making principles, for the education of adults. It explores two related questions: What is the purpose of andragogy and why does this work matter? This philosophical inquiry is situated within a broader context of the automation of knowledge work. As advances in information and…

Personalized learning, which has the potential to raise student achievement, requires understanding the competencies of students. Visualizations can help provide this understanding. Jeon et al. (2021) presented a latent space model that creates interaction maps visualizing response patterns from item response data. My dissertation proposes…

In 1945, church participation in America started to decline, despite the efforts of many Christian church leaders, the problem continues to escalate (Jones, 2021; Inglehart, 2020). Research reveals that the most dramatic decrease in church participation occurs in Generation Z young adults (born 1995 to 2012; Jones, 2021; Twenge, 2017). This…

Students face many difficulties when attempting to complete a 4-year college degree. Without a college degree, upward mobility is less likely for members of disadvantaged communities. There is little understanding among post-secondary educators about the role of certifications as an alternative to a bachelor's degree in obtaining upward economic…

The purpose of the study was to identify the environmental and systemic factors that may be contributing to the underrepresentation of women leaders in the male-dominated information technology (IT) sector in the United States. The conceptual framework of internal business organizational environmental factors and systemic or societal factors…

Many information technology professionals are isolated within their own companies or work with a limited number of experts in their specific domains (Jenkins et al., 2020). This phenomenon, known as professional isolation, occurs when professionals have limited access to collaborative opportunities in the workplace (Kutoane et al., 2023).…

This qualitative, single-case study investigated undergraduate students' perceptions and experiences of the academic advisement approach in the Information and Communication Technologies (ICT) academic program at the University of Wisconsin Stout. Focusing on holistic advising to address diverse and evolving needs, the study aimed to inform…