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Workload As A Tipping Point: A Serial Mediation Model Examining The Roles Of Job Crafting And Workload On Work Engagement, Affective Commitment, And Turnover Intentions, Jessica E. Langston May 2026

Workload As A Tipping Point: A Serial Mediation Model Examining The Roles Of Job Crafting And Workload On Work Engagement, Affective Commitment, And Turnover Intentions, Jessica E. Langston

Dissertations

Job crafting is one way in which employees can boost their performance and satisfaction, and organizations can reap the benefits of high performance. Job crafting refers to an employee’s ability to proactively redesign a job to foster their satisfaction, engagement, and resilience toward work (Wrzesniewski & Dutton, 2001). After twenty-five years of study, the positive impacts of job crafting are well-established (Bhagat & Arora, 2021; Bruning & Campion, 2018; Wong et al., 2017; Wrzesniewski & Dutton, 2001). Recently scholars have noted the potential downsides and have called for more research into the nuances of job crafting when explored through the …


The Perceived Cultural Intelligence Of Leadership And Its Impact On Employee Organizational Commitment And Workplace Well-Being, Melinda Bowens May 2026

The Perceived Cultural Intelligence Of Leadership And Its Impact On Employee Organizational Commitment And Workplace Well-Being, Melinda Bowens

Dissertations

In today’s continuously evolving workplace, the role of leadership has expanded beyond traditional management competencies to encompass the ability to recognize, navigate, and leverage cultural differences. This quantitative study examines the relationship among perceived leader cultural intelligence, employee workplace well-being, and organizational commitment. Recognizing that workplace well-being and organizational commitment are critical to the overall health and success of organizations, it is essential to gain a greater understanding of the factors that influence these constructs. Accordingly, this study collected from 410 participants to investigate the relationship between perceived cultural intelligence of leadership, employee organizational commitment, and workplace well-being. Employing a …


Flipping The Format: A Comparative Analysis Of Pedagogy’S Performance On Comprehension In Introductory Financial Accounting Education, Allison Drozd May 2026

Flipping The Format: A Comparative Analysis Of Pedagogy’S Performance On Comprehension In Introductory Financial Accounting Education, Allison Drozd

Theses/Capstones/Creative Projects

Education is an ever-evolving field, and accounting education is no different. Introductory financial accounting is a required business course at universities that is characterized by high failure rates (Kealey et al., 2005). Evidence suggests that active learning and constructivist approaches improve comprehension of introductory financial accounting concepts as measured by exam performance. All methods studied produced statistically significant positive results on comprehension learning outcomes. Many professors' experiences support the studies' sentiment that active learning is important for teaching course concepts. The evidence reviewed in this thesis supports positive learning outcomes for comprehension of accounting concepts through active learning and constructivist …


A Creative Climate Framework For Developing Leaders Who Can Navigate Complexity, Uncertainty, And Change Now And Over Time, Christa M. Heydt-Hernandez May 2026

A Creative Climate Framework For Developing Leaders Who Can Navigate Complexity, Uncertainty, And Change Now And Over Time, Christa M. Heydt-Hernandez

Creativity and Change Leadership Graduate Student Master's Projects

As organizational environments grow increasingly volatile and complex, leaders face a widening gap in the skills hardest to cultivate in adults: creative thinking, systems thinking, and human-centered design thinking. Yet leadership development has prioritized culture over climate, overlooking a more direct lever for change. This project argues the gap is fundamentally developmental: the skills most demanded of today's leaders are best introduced across childhood, adolescence, and early adulthood—long before the workplace—through what the author terms the Long Game of Leadership Development. In response, this project introduces the Creativity Steward™ framework, a longitudinal model grounded in developmental psychology, creative climate research, …


Techno-Imagination: Elevating Creativity Through Xr And Ai, Christopher Spitzer May 2026

Techno-Imagination: Elevating Creativity Through Xr And Ai, Christopher Spitzer

Creativity and Change Leadership Graduate Student Master's Projects

Techno-Imagination: Elevating Creativity Through XR and AI explores the history of creativity and computing technology, supported by research and academic literature, and looks at the possibilities of a convergence between the two. In parallel, a brief biographical story of the author shares how a passion for creativity emerged, along with a growing interest in science and technology—specifically extended reality—which ultimately came together in the creation of this master’s project. The project also highlights how the Creative Problem Solving (CPS) process was used alongside AI bots and twenty research-based creative thinking skills in developing the business model canvas. Finally, the outcome …


A Fine Arts Program For No. 1 Chase Manhattan Plaza, Paul Richert-Garcia May 2026

A Fine Arts Program For No. 1 Chase Manhattan Plaza, Paul Richert-Garcia

Theses and Dissertations

This thesis reads Chase Manhattan's 1959 art program as a reconstitution of ornament. The spatial and affective work historically performed by murals, carved stone, and mosaic was now performed by collecting—contemporary art, ethnographic holdings, folk art—deployed by committee across a corporate modernist master plan stripped of the handcraft tradition.


Editorial: El Juego De Rol Como Instrucción Para La Inmortalidad, Romano Ponce Díaz May 2026

Editorial: El Juego De Rol Como Instrucción Para La Inmortalidad, Romano Ponce Díaz

Journal of Roleplaying Studies and STEAM

El presente número del Journal of Roleplaying Studies and STEAM examina la convergencia entre las prácticas lúdicas, el diseño narrativo y los procesos de mediación sociocultural en la investigación contemporánea. Las contribuciones reunidas en este número abordan el juego de rol como un dispositivo de producción de conocimiento, intervención psicoeducativa y reelaboración de representaciones culturales. Nos podemos atrever a señalar que la educación es la convergencia entre la ludología, las ciencias sociales, los estudios visuales y el análisis cultural; entendiendo a la educación como la actividad consciente e intencionada de transmitir información y conocimientos a las siguientes generaciones.


Practicing Conflict Transformation Skills Through Role-Playing Games For Diversity, Equity, And Inclusion In Higher Education, Alexandra Schreiber, Kjell H. Hugaas, Sarah L. Bowman May 2026

Practicing Conflict Transformation Skills Through Role-Playing Games For Diversity, Equity, And Inclusion In Higher Education, Alexandra Schreiber, Kjell H. Hugaas, Sarah L. Bowman

Journal of Roleplaying Studies and STEAM

No abstract provided.


3d: Dragones, Dados Y Deseos. Rituales En Las Comunidades Roleras De Bogotá, Francisco Gonzalez Buitrago May 2026

3d: Dragones, Dados Y Deseos. Rituales En Las Comunidades Roleras De Bogotá, Francisco Gonzalez Buitrago

Journal of Roleplaying Studies and STEAM

¿Qué ocurre cuando la ficción deja de ser solo entretenimiento y se transforma en refugio, ritual y espacio de transgresión? Este artículo analiza los hallazgos de una etnografía y un ejercicio de cartografía social en torno a comunidades roleras de Bogotá, mostrando cómo jóvenes y adultos reconfiguran sus vidas cotidianas a través del juego de rol.

Lejos de limitarse al escapismo, las partidas se convierten en escenarios simbólicos donde caben la negociación, la crítica y la catarsis. En una ciudad marcada por la incertidumbre generacional y las tensiones entre género, clase y territorio, las campañas de rol permiten reimaginarse a …


The Functions Of Role- Playing Games: How Participants Create Community, Solve Problems And Explore Identity, De Sarah Lynne Bowman (2010) [Reseña De Libro], Cristo Leon May 2026

The Functions Of Role- Playing Games: How Participants Create Community, Solve Problems And Explore Identity, De Sarah Lynne Bowman (2010) [Reseña De Libro], Cristo Leon

Journal of Roleplaying Studies and STEAM

The Functions of Role-Playing Games: How Participants Create Community, Solve Problems and Explore Identity, by Sarah Lynne Bowman, is an ambitious, wide-ranging, and still necessary work for role-playing game studies. Published in 2010, the book proposes that role-playing and roleplaying games fulfill three main social and psychological functions: creating community, facilitating problem solving, and enabling the exploration of identity. Bowman develops this thesis through a combination of theoretical review, cultural reflection, and participant-observer ethnography, based on interviews with players of tabletop role-playing games, live-action roleplaying games, and virtual environments. Organized into seven chapters, the book moves clearly from the …


Strategic Marketing Plan For An Ai-Powered Personalized Wellness Platform, David D. Dilts May 2026

Strategic Marketing Plan For An Ai-Powered Personalized Wellness Platform, David D. Dilts

Senior Honors Theses

Demand for personalized nutrition guidance is analyzed within the context of the expanding digital health and fitness sector. A review of current literature highlights major trends shaping the industry, including AI‑powered coaching, wearable integration, precision nutrition, and sustainability‑focused consumer behavior, as well as legal and ethical compliance. These insights inform the development of a strategic marketing plan for an AI‑powered wellness platform that unifies fitness, nutrition, genomics, and environmental impact scoring. The plan outlines target markets, competitive positioning, and product differentiation through adaptive personalization and ethical data practices. Findings suggest that combining AI, biometric data, and sustainable design can enhance …


You Can’T Spell Audit Without Ai: The Current Uses Of Artificial Intelligence In Audit, Jena Perkins May 2026

You Can’T Spell Audit Without Ai: The Current Uses Of Artificial Intelligence In Audit, Jena Perkins

Senior Honors Theses

The accounting profession continuously adapts to the innovations provided by the broader context in which it exists. Artificial intelligence (AI) is a forerunner among tools used to enhance and optimize auditing services within the accounting profession. The realm of AI offers advancements to procedures used within an audit to detect misstatements. Based on the proprietary platforms developed by Big 4 accounting firms, AI is a key component in maintaining an advanced approach towards auditing.


Brick-By-Brick: Incorporating Lego Bricks To Increase Engagement In Managerial Accounting, Bonnie R. Albritton, Jennifer Bannister, Amy Foshee Holmes May 2026

Brick-By-Brick: Incorporating Lego Bricks To Increase Engagement In Managerial Accounting, Bonnie R. Albritton, Jennifer Bannister, Amy Foshee Holmes

School of Business Faculty Research

In this case study, students apply managerial accounting concepts through a business simulation as two friends use a LEGO competition to jumpstart their business. The real-world setting and kinesthetic learning increase engagement in managerial accounting as students create a unique LEGO product, estimate revenue and costs, conduct financial analyses, and prepare a presentation to pitch their business to potential investors. Implementing this project as a holistic overview to connect managerial concepts reinforces understanding and knowledge retention. Following the case study, students reported a perceived increase in engagement in the course and the ability to understand and think critically about the …


Ferrari N.V. Capstone Strategic Report, Isabel Pillaii May 2026

Ferrari N.V. Capstone Strategic Report, Isabel Pillaii

Honors Program: Senior Projects (Public)

This report explores the strategic position of Ferrari through Porter’s Five Forces, PESTEL, VRIO Analysis, Value Chain, and SWOT analysis. Then the report offers recommendations to the main tensions and strategic dilemmas before finally making remarks on the risks and limitations of this report. This report remarks on the strong strategic position of Ferrari due to branding, and its strong performance in Formula 1 racing and overall product specifications. It also remarks on Ferrari’s exposure to political, economic, and legal risk related to sustainability, supply chain stability, and exchange rate risk. This report recommends that Ferrari continues investing in electric …


Perceived Fiscal Exchange And Tax Compliance: Evidence From Large Corporate Taxpayers In Tanzania, Susan Kiyenze, Mariam Nchimbi, Said Suluo May 2026

Perceived Fiscal Exchange And Tax Compliance: Evidence From Large Corporate Taxpayers In Tanzania, Susan Kiyenze, Mariam Nchimbi, Said Suluo

Business Management Review

This paper examines the relationship between perceived fiscal exchange (PFE) and Tax Compliance (TCO) among large corporate taxpayers in Tanzania while drawing on the Fiscal Exchange Theory (FET). The study on which this paper is based employed a quantitative research design and analysed data using Partial Least Squares Structural Equation Modelling (PLS-SEM) with a sample of 215 large corporate taxpayers in Tanzania. We find that the FET framework has modest explanatory and predictive power. Perceived Fiscal Exchange (PFE) has an insignificant effect on tax compliance of large corporate taxpayers. This suggests that perceptions of fiscal exchange do not necessarily drive …


The Push-Pull Model's Function In Understanding Public Sector Workers' Inter-Organisational Labour Mobility: The Views Of The Herzberg Two-Factor Theory, Rosemary Selestine Massae May 2026

The Push-Pull Model's Function In Understanding Public Sector Workers' Inter-Organisational Labour Mobility: The Views Of The Herzberg Two-Factor Theory, Rosemary Selestine Massae

Business Management Review

In the modern world, one of the challenges managers have in maintaining their talented staff is labour mobility. Inter-organisational labour mobility (ILM) has been found to be significantly influenced by co-worker relationships, work-family conflict, monetary compensation, and training and development. The pull-push paradigm was inspired by human migration. Since migration not only symbolises movement across physical locations but also encompasses other routine duties, theory is essential to comprehending ILM. However, to date, no existing study has tested the model under the influence of Herzberg’s Two-factor Theory, in explaining ILM uses the public sector as a major setting of the question …


The Effect Of Social Media On The Growth Of Animal Shelters And Rescue Programs, Viktoria Schmidt May 2026

The Effect Of Social Media On The Growth Of Animal Shelters And Rescue Programs, Viktoria Schmidt

Marketing Undergraduate Honors Theses

The landscape of animal welfare in the United States is currently navigating a period of structural transformation, moving from a reactive “holding” model toward a proactive “community resource” model. They are becoming an assistive safety net rather than just a physical “cell” for these animals. They had no choice but to focus on space, however they’ve transitioned towards open communication to create a relationship with onlookers. As of 2026, the industry faces a complex capacity crisis; while 2025 marked the first significant decrease in shelter euthanasia since the pandemic, an 8.1% drop, approximately 5.8 million animals continue to enter the …


When Mac Shouldn’T Smile Back: Anthropomorphic Logo And Effect On Consumer Perceptions Of Generative Artificial Intelligence, Ainsley E. Ballard May 2026

When Mac Shouldn’T Smile Back: Anthropomorphic Logo And Effect On Consumer Perceptions Of Generative Artificial Intelligence, Ainsley E. Ballard

Honors Scholar Theses

Drawing on prior research suggesting that anthropomorphic design can increase trust, liking, and perceived competence, this research investigates whether these effects extend to generative artificial intelligence logos. A three-group between-subjects study was conducted to examine how varying levels of logo anthropomorphization influenced consumer perceptions of an artificial intelligence brand. In being assigned to one of three logo conditions, humanoid (high anthropomorphism), animalistic (moderate anthropomorphism), or nature/geometric (low anthropomorphism), participants evaluated the new logo across multiple dimensions, including liking, brand fit, trustworthiness, and willingness to buy. Contrary to the initial hypothesis, the low anthropomorphism condition consistently received the most positive ratings, …


The Effects Of Ai Adoption On Digital Entrepreneurial Intention: A Meta-Analysis, Xandra Precious Okori May 2026

The Effects Of Ai Adoption On Digital Entrepreneurial Intention: A Meta-Analysis, Xandra Precious Okori

Theses and Dissertations

AI adoption and its widespread use have sparked debates about the future of work, job displacement, and the evolving entrepreneurial landscape. While AI is often seen as a threat to traditional employment, research shows that this emerging technology is more likely to change task structures rather than eliminate entire occupations or industries. This shows that there are new entrepreneurial opportunities, particularly digital, that potential entrepreneurs can venture into. This thesis uses a meta-analytic approach to study the relationship between AI adoption and digital entrepreneurial intention, addressing inconsistencies in current research.

Following PRISMA guidelines, a comprehensive search was conducted across Web …


The Application Of Natural Language Processing Towards Auditing Of Unstructured Data: A Design Science Approach, Dennis K. Amoatey May 2026

The Application Of Natural Language Processing Towards Auditing Of Unstructured Data: A Design Science Approach, Dennis K. Amoatey

Electronic Theses and Dissertations

Financial auditors must manually review large volumes of unstructured text that may include contracts, internal policies, footnotes, and journal entry descriptions. This time-intensive process introduces risk of human error and inconsistency. Despite advances in automation, no systematic approach exists for applying Natural Language Processing (NLP) to this problem at scale. Using a design science approach, this study develops a framework that demonstrates how NLP techniques can be incorporated across key phases in the audit process, including planning, internal controls evaluation, evidence gathering, and reporting. Initial evaluation through expert feedback had a mix of responses. While some argued difficulty with data …


Los Juegos De Rol Como Una Herramienta Psicoeducativa, Víctor E. Quintana Villarreal May 2026

Los Juegos De Rol Como Una Herramienta Psicoeducativa, Víctor E. Quintana Villarreal

Journal of Roleplaying Studies and STEAM

Los juegos de rol han funcionado durante mucho tiempo como un medio para compartir y crear historias en conjunto con colegas y amigos. De ellos, se desprenden también habilidades y herramientas fundamentales para la vida, por lo que un método para sistematizar estos juegos de tablero y dados a funciones educativas es necesario para potenciarlos como herramientas psicoeducativas.

La siguiente, es una propuesta planteada desde el marco constructivista para generar espacios con los juegos de rol como eje central del aprendizaje, y se relatan a través de un marco teórico, seguido de una proposición metodológica, una serie de pasos para …


Journal Of Roleplaying Studies And Steam (Jrpssteam) Vol. 5 [2026], Número 1 (Issue 1), Romano Ponce-Díaz Phd, Cristo Leon, Ivan Avila, Sarah Lynne Bowman, Kjell Hedgard Hugaas, Alexandra Schreiber Ma, Jaime Eduardo García Maya, Víctor Emmanuel Quintana Villarreal Vic Emma, Francisco Gonzalez Ing., Daniel Romero Benguigui, Antonio Roda-Martínez May 2026

Journal Of Roleplaying Studies And Steam (Jrpssteam) Vol. 5 [2026], Número 1 (Issue 1), Romano Ponce-Díaz Phd, Cristo Leon, Ivan Avila, Sarah Lynne Bowman, Kjell Hedgard Hugaas, Alexandra Schreiber Ma, Jaime Eduardo García Maya, Víctor Emmanuel Quintana Villarreal Vic Emma, Francisco Gonzalez Ing., Daniel Romero Benguigui, Antonio Roda-Martínez

Journal of Roleplaying Studies and STEAM

El presente número del Journal of Roleplaying Studies and STEAM examina la convergencia entre las prácticas lúdicas, el diseño narrativo y los procesos de mediación sociocultural en la investigación contemporánea. Las contribuciones reunidas en este número abordan el juego de rol como un dispositivo de producción de conocimiento, intervención psicoeducativa y reelaboración de representaciones culturales. Nos podemos atrever a señalar que la educación es la convergencia entre la ludología, las ciencias sociales, los estudios visuales y el análisis cultural; entendiendo a la educación como la actividad consciente e intencionada de transmitir información y conocimientos a las siguientes generaciones.

Martin Heidegger …


Academic And Demographic Predictors Of Retention And Persistence In Business Programs: Post-Covid Cohorts Of Traditional And Ncccs Transfer Students, Matthew K. Crump May 2026

Academic And Demographic Predictors Of Retention And Persistence In Business Programs: Post-Covid Cohorts Of Traditional And Ncccs Transfer Students, Matthew K. Crump

Electronic Theses and Dissertations

This quantitative study examined academic and demographic predictors of first-year retention and major persistence among traditional first-year and North Carolina community college transfer students enrolled in undergraduate business programs. Guided by Tinto’s 1993 Model of Student Retention and Astin’s 1984 Theory of Student Involvement, the research focused on students who entered two AACSB-accredited institutions within the UNC System during Fall 2021, Fall 2022, and Fall 2023 as traditional first-year students or as transfer students from North Carolina community colleges.

Institutional data from the Banner Student Information System provided the basis for logistic regression analyses that examined predictors including high school …


Projected Land-Use Change In Northern Utah: Its Implication On Above- And Below-Ground Biomass Carbon, Md Khan Shajidul Kabir May 2026

Projected Land-Use Change In Northern Utah: Its Implication On Above- And Below-Ground Biomass Carbon, Md Khan Shajidul Kabir

All Graduate Theses and Dissertations, Fall 2023 to Present

Land can broadly be classified based on human use and natural characteristics into categories such as cropland, pastureland, urban areas, forests, shrubland, and wetlands. Each type of land has a different capacity to store carbon, and forests play a dominant role. In Utah, economic incentives, urban growth, and population increase are driving shifts in these land-use categories. Using data on agricultural revenue, land values, environmental characteristics, and satellite-based carbon information from the past decade, this study examines how land use may change over the next two decades. The findings suggest a substantial expansion of urban areas, accompanied by declines in …


The New Professional: Are You Buying Technology Before You’Re Ready?, Amrita Patel Dds May 2026

The New Professional: Are You Buying Technology Before You’Re Ready?, Amrita Patel Dds

The Journal of the Michigan Dental Association

This article provides strategic advice for new practice owners considering large investments in advanced dental technology. It warns against "premature purchases" driven by social media comparison, arguing that operational stability, team training, and consistent patient flow must precede high-tech acquisitions. Instead, it encourages prioritizing foundational tools—such as digital radiography and practice management systems—that directly improve clinical communication and revenue cycle management.


Using Large Language Models To Assess Entrepreneurial Personality In Generation Z College Students, Xianyong Wang May 2026

Using Large Language Models To Assess Entrepreneurial Personality In Generation Z College Students, Xianyong Wang

All Dissertations

As entrepreneurial personality (EP) plays a critical role in Generation Z’s (Gen Z) long-term success, it is crucial to understand the EP of Gen Z college students. To date, little is known about what EP is and how it can be assessed in Gen Z. Therefore, this dissertation presented two sequential studies to address two closely related research foci. The first study examined the scope and dimensionality of EP in Gen Z college students using topic modeling. In the second study, pre-trained LLMs were fine-tuned to predict self-reported EP levels from personal narrative responses. To collect data, college students (N …


From Clicking To Committing: Psychological Distance And Persuasion In Online Animal Adoption Platforms To Enhance Shelter Visitation, David Goodweather May 2026

From Clicking To Committing: Psychological Distance And Persuasion In Online Animal Adoption Platforms To Enhance Shelter Visitation, David Goodweather

Graduate Theses and Dissertations (2019 - present)

Online animal shelter platforms have become a primary channel through which potential adopters view and evaluate adoptable animals, yet many users do not progress from online engagement to visiting a physical shelter. The dissertation examines how online pet viewing translates into intention to book a shelter visit by focusing on the roles of psychological distance and persuasive influence cues within a high-involvement decision context. Drawing on Construal Level Theory and persuasion research, a sequential process is proposed in which sustained interaction with pet profiles reduces distance-related abstraction, increasing receptivity to influence cues that facilitate movement from initial assessment to action. …


Connecting Work And Family Life: The Effects Of Family-Related Moderators On Idiosyncratic Deals Of Employees And Work Outcomes., Tanushree Chatterjee May 2026

Connecting Work And Family Life: The Effects Of Family-Related Moderators On Idiosyncratic Deals Of Employees And Work Outcomes., Tanushree Chatterjee

Open Access Theses & Dissertations

Idiosyncratic deals (i-deals), which are customized work arrangements negotiated between employees and their organizations, have been increasingly recognized as a strategic mechanism for addressing the heterogeneous needs of today's diverse workforce. However, existing research has largely overlooked the role of employees' family backgrounds as a moderating context that shapes their effectiveness. Drawing on work-life border theory (Clark, 2000) and conservation of resources theory (Hobfoll, 1989), the study tests whether work-family conflict and work-family enrichment mediate the downstream effects of i-deals on turnover intentions and job performance through the moderation of four family-related characteristics (parent status, number of children, family support, …


Biodiversity Risk And Firm Valuation: Regional Heterogeneity And Value-Chain Exposure In Global Capital Markets, Madelein Wentzel May 2026

Biodiversity Risk And Firm Valuation: Regional Heterogeneity And Value-Chain Exposure In Global Capital Markets, Madelein Wentzel

Doctoral Dissertations (DBA)

This study examines whether biodiversity-related risks are priced in global equity markets and whether that pricing varies across regions, using a cross-sectional sample of more than 10,000 globally listed firms with biodiversity and financial data drawn from the fourth quarter of 2025. Consistent with a regional heterogeneity hypothesis, the results show that biodiversity risk is significantly negatively associated with firm valuation in developed markets such as the United States and OECD countries, while the relationship is weaker, insignificant, or even positive in certain emerging regions including Latin America and the Middle East and Africa. The analysis further distinguishes between value-chain …


From Reactive To Predictive: A Hybrid Trust-Mediated Adoption Framework For Data-Driven Maintenance In Distributed-Authority Aviation Environments, Dustin J. Foote May 2026

From Reactive To Predictive: A Hybrid Trust-Mediated Adoption Framework For Data-Driven Maintenance In Distributed-Authority Aviation Environments, Dustin J. Foote

International Journal of Aviation, Aeronautics, and Aerospace

Modern aviation maintenance operates within increasingly data-intensive technological environments, yet the operational integration of predictive maintenance into routine decision-making remains inconsistent across sectors. Contemporary aircraft incorporate centralized maintenance computers and condition monitoring architectures capable of fault aggregation, exceedance capture, and trend-based data collection. Although prognostics and health management research continues to advance detection and prediction methods, implementation outcomes often depend on factors beyond analytical performance alone.

This paper examines predictive maintenance adoption in distributed-authority aviation environments and argues that constraints emerge less from sensing capability than from organizational structure, decision authority dispersion, and institutional trust dynamics. For purposes of analysis, …