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Sensory And Emotional Impacts On Modern Consumer Experiences, Winter E. Bland Jan 2026

Sensory And Emotional Impacts On Modern Consumer Experiences, Winter E. Bland

Graduate Studies Theses and Dissertations 2026

This dissertation comprises two essays examining how environmental and psychological stimuli shape consumer experience, attitudes, and cognition. The first essay investigates the joint influence of scent temperature (warm versus cool) and scent arousal (stimulating versus relaxing) on experiential attitudes and cognitive performance in digitally mediated consumption environments. Across multiple lab experiments with biometric validation, findings reveal that these two scent dimensions interact to shape downstream outcomes. Warm, low-arousal scents (e.g., vanilla) enhance consumers' experiential evaluations of digital interactions but do not improve task performance, whereas cool, high-arousal scents (e.g., peppermint) boost cognitive efficiency and accuracy but do not elevate experiential …


Developing A System Dynamics Framework For Sustained Digital Transformation, Quintal Battle Jan 2026

Developing A System Dynamics Framework For Sustained Digital Transformation, Quintal Battle

Graduate Studies Theses and Dissertations 2026

Despite significant organizational investments, more than 70% (Ellmer et al., 2025) of digital transformation initiatives fail. The existing literature evaluates transformation mechanisms as separate factors rather than as interacting, evolving feedback systems. This dissertation addresses this gap by developing and validating a system dynamics framework for sustained digital transformation. Guided by three research questions, the study examined the mechanisms that enable or constrain transformation, identified mechanisms distinctive to digital transformation contexts, and evaluated how existing change management frameworks guide transformation efforts. The study followed a six-phase methodology that combined a systematic literature review of peer-reviewed studies, empirical cases, causal loop …


Cultivating Workplace Happiness In Technology Workers, Cherie A. Herrin Jan 2026

Cultivating Workplace Happiness In Technology Workers, Cherie A. Herrin

Graduate Studies Theses and Dissertations 2026

Technology workers are central to the innovation and performance of modern organizations and retaining them is a persistent challenge for modern organizations. One important aspect of retention in many contexts is Workplace Happiness, which has been argued to improve worker performance and reduce turnover; however, there is little empirical evidence of the effectiveness of these interventions for technology workers. This dissertation develops a model in which two affective states, Workplace Happiness and Workplace Distress, mediate the relationships between six socio-technical work conditions and two behavioral outcomes: Turnover Intent and Work Execution (i.e., self-rated work performance and quality). A systematic literature …


Well, If You Put It That Way Three Studies On Contract Framing In Incomplete Contract Environments, Garrison L. Nuttall Jan 2026

Well, If You Put It That Way Three Studies On Contract Framing In Incomplete Contract Environments, Garrison L. Nuttall

Graduate Studies Theses and Dissertations 2026

This dissertation contains three studies examining contract framing, with implications for how organizations structure and frame performance-based compensation systems. Across all studies, I compare penalty contracts to bonus contracts with gain framing and bonus contracts with loss framing. My first study examines how managers prefer to frame performance-based compensation systems on average and identifies how the traits trust propensity, empathy, personal norm of reciprocity, loss aversion, Machiavellianism, and critical thinking disposition are associated with certain preferences. I find that mangers prefer bonus contracts to penalty contracts on average and that empathy is positively associated with this preference. My second study …


Overcoming The Glass Wall: Self-Employment As A Career Strategy For Immigrant Professionals, Barbara Silva Jan 2026

Overcoming The Glass Wall: Self-Employment As A Career Strategy For Immigrant Professionals, Barbara Silva

Graduate Studies Theses and Dissertations 2026

Skilled immigrant professionals frequently experience barriers that limit their ability to secure employment opportunities aligned with their qualifications in host-country labor markets. Although prior research has documented some of the challenges these professionals face, such as credential devaluation and discrimination, less is known about why recruiters perceive immigrant candidates with similar qualifications differently and why some immigrants navigate the labor market more successfully than others. Drawing on Status Characteristics Theory, this dissertation examines how the location and type of immigrant professionals’ prior work experience shape hiring-related outcomes by influencing recruiters’ perceptions of competence and acculturation. First, I review the literature …


Two Essays On Out-Of-Town Home Buyers, Kamrul H. Talukdar Jan 2026

Two Essays On Out-Of-Town Home Buyers, Kamrul H. Talukdar

Graduate Studies Theses and Dissertations 2026

This dissertation analyzes the price premia paid by Out-of-Town (or non-local) home buyers. The first essay investigates the role of social connectedness in the price premia paid by non-local buyers in the residential housing market. Using over 74,000 residential transactions from Orange and Seminole counties, Florida between 2016 and 2019 and exploiting the Social Connectedness Index (SCI) constructed based on Facebook friendship links, I show that non-local buyers who come from regions which are more socially connected to the purchase location pay about 1.8% to 2.1% lower premia compared to those coming from less connected regions. This effect is attributed …


Switching Things Up: Investigating The Costs Of Switching Between Tasks Of Varying Interdependence And Factors That Influence These Transitions, Taylor A. Wilhelmy Jan 2026

Switching Things Up: Investigating The Costs Of Switching Between Tasks Of Varying Interdependence And Factors That Influence These Transitions, Taylor A. Wilhelmy

Graduate Studies Theses and Dissertations 2026

Though researchers have indicated that there is a high probability teams will transition between tasks of varying interdependence (Benishek & Lazzara, 2019; Mesmer-Magnus et al., 2016), there is a need to further examine this idea (Smith-Jentsch, 2015; Mesmer-Magnus et al., 2016) as few have actually studied it. Expanding upon Moon et al. (2004), this study examines the costs associated with transitioning between two tasks of varying levels of interdependence (i.e., pooled and team interdependence; Saavedra et al., 1993), how these costs vary depending on the order the tasks are engaged while examining how team cognition (i.e., transactive memory systems) and/or …


Human And Ai Support In Business Simulations: A Quasi-Experimental Mixed Methods Study Of Performance At Scale, Sara Willox Jan 2026

Human And Ai Support In Business Simulations: A Quasi-Experimental Mixed Methods Study Of Performance At Scale, Sara Willox

Graduate Studies Theses and Dissertations 2026

Large classes change what instruction looks like. In hybrid business courses with high enrollment, it becomes harder to respond to individual students, and performance can suffer as a result. This study looked at what happens when that gap is addressed in different ways during an eight-week business simulation at the University of Central Florida. Six course sections were divided into three study groups. One group worked without support, one received instructor guidance, and one used AI tools that included a course search system and generative responses. Student outcomes were based on weekly profit and loss recorded in Sim Companies. The …


Two Papers Exploring Cognitive Fit Theory And Data Visualization In Accounting, Kelly Wellman Jan 2026

Two Papers Exploring Cognitive Fit Theory And Data Visualization In Accounting, Kelly Wellman

Graduate Studies Theses and Dissertations 2026

This dissertation examines how data visualization design influences judgment and decision making in accounting using cognitive fit theory as a unifying framework. As visualization tools such as dashboards, Excel, Tableau, and Power BI become increasingly prevalent, understanding which design choices improve performance has become critical. The first paper provides a structured literature review of cognitive fit theory from 1991 through 2025, synthesizing research across accounting and related disciplines and tracing its evolution from early graph vs tables comparisons to mor recent work incorporating task complexity, individual differences, and design-specific features. The review identifies key gaps, including limited attention to difference …


Evaluating The Use Of Machine Learning For Road Maintenance Cost Estimation, Shahla Shirinzad, David Enke Jan 2026

Evaluating The Use Of Machine Learning For Road Maintenance Cost Estimation, Shahla Shirinzad, David Enke

Engineering Management and Systems Engineering Faculty Research & Creative Works

Accurate estimation of highway maintenance costs is essential for efficient resource allocation and long-term infrastructure sustainability. This study evaluates the effectiveness of advanced machine learning models, including ResNet, Transformer, and other neural network architectures, for forecasting maintenance costs using historical data from the Highway Maintenance Improvement Program (HMIP) provided by the North Carolina Department of Transportation (NC DOT). A comprehensive comparative analysis is conducted across multiple models using standard performance metrics, including R2, MAE, RMSE, and MSE. The results demonstrate that advanced architectures, particularly ResNet and Transformer, consistently outperform traditional statistical approaches and baseline machine learning models, achieving …


Accessibility Vs Exclusivity: Examining The Barriers To Entry For Early Career Professionals Entering The Commercial Art Market, Cameron Arthur Jan 2026

Accessibility Vs Exclusivity: Examining The Barriers To Entry For Early Career Professionals Entering The Commercial Art Market, Cameron Arthur

MA in Art Business Dissertations

This dissertation examines the barriers to entry for early-career professionals seeking to enter the commercial art market, focusing on how structural exclusivity limits access to art business careers. The research addresses a noticeable gap in art market scholarship by focusing on the professional ecosystem behind galleries, auction houses, and advisory firms, which remain underexplored. The study employs a qualitative methodology, supported by selective quantitative data, combining a critical review of existing literature, analysis of industry employment reports, and interviews with art market insiders. This mixed-method approach provides a multidimensional view of the sector’s systemic barriers. Key findings reveal the three …


The Marketability Of The Muse: Understanding The Valuation Of Muse-Artists On The Contemporary Market, Mairi Alice Dun Jan 2026

The Marketability Of The Muse: Understanding The Valuation Of Muse-Artists On The Contemporary Market, Mairi Alice Dun

MA in Art Business Dissertations

The label ‘muse,’ and the attention that comes with it, has kept female artists' names in the minds and institutions of the art world for the past 25 years. The word itself carries enough intrigue to make the women behind great male artists’s works interesting. However, in the past five or ten years, while other, formerly invisible, female artists have received a massive reevaluation in the market, and collectors have trended towards adding women to their collections, the art of female muses still trails that of their male counterparts by a large margin. The gendered value gap is not just …


How Have Emil Nolde’S Political Biographies Impacted His Market, From ‘Weimar Degenerate’ And ‘Dissident’, To ‘Complicit Antisemite’?, Samuel Goodwin-Hudson Jan 2026

How Have Emil Nolde’S Political Biographies Impacted His Market, From ‘Weimar Degenerate’ And ‘Dissident’, To ‘Complicit Antisemite’?, Samuel Goodwin-Hudson

MA in Art Business Dissertations

Emil Nolde is regarded as one of the most accomplished and innovative modernists. Celebrated for his varied iconographies expressed with thick, erratic brushstrokes, displaying highly saturated, non-naturalistic tonal contrasts, and pronounced, distorted forms. He often draws comparisons to Paul Gauguin and Vincent van Gogh. He died a national hero in Northern Germany, 1956, at 88 years of age. His oeuvre has inspired numerous artists, such as Georg Baselitz, Daniel Richter and Anselm Kiefer. Accordingly, his art has been exalted by institutions and converted by learned collectors, subsequently demanding huge sums.

The exhibition 'Emil Nolde. A German Legend. The Artist during …


Laws, Looting, And Legitimate Trade: The Effectiveness Of The Icc At Prosecuting Cultural Heritage Crimes From An Art Market Perspective, Kassidy Houlihan Jan 2026

Laws, Looting, And Legitimate Trade: The Effectiveness Of The Icc At Prosecuting Cultural Heritage Crimes From An Art Market Perspective, Kassidy Houlihan

MA in Art Business Dissertations

This dissertation is a legal analysis of cultural heritage crime prosecution at the International Criminal Court aimed for art market practitioners. It seeks to evaluate whether the ICC could be an effective means of prosecuting cultural heritage crime in a way that positively effects the art market. It closely reads the Rome Statute to determine how the cultural heritage crimes of looting and intentional destruction of cultural property could be charged at the ICC. It then uses the case studies of Prosecutor v. Al Mahdi and Prosecutor v. Al Hassan, the only two cultural heritage cases at the ICC to …


Artwork Or It-Bag? How Arts-Luxury Collaborations Impact Artist Cultural Visibility, Edwina Keary Jan 2026

Artwork Or It-Bag? How Arts-Luxury Collaborations Impact Artist Cultural Visibility, Edwina Keary

MA in Art Business Dissertations

Since Marc Jacobs’ introduction to Louis Vuitton in 1997 and experimentation with artist collaboration, art and luxury collaboration has boomed. Over the years, customer demands have shifted in the wake of postmodern consumer culture, and brands must keep up with them to maintain their competitive advantage. The nature of collaborations has therefore shifted their focus to include experiences as well as products. Different collaboration types have a unique impact on both the brand and the artists involved. This research explores the impact of product versus experience-based collaboration on the cultural visibility of the artists involved through press coverage analysis. This …


Institutional Legitimation And Artistic Value In Portuguese Contemporary Art, Constança Maria Lobo De Castro Afonso Jan 2026

Institutional Legitimation And Artistic Value In Portuguese Contemporary Art, Constança Maria Lobo De Castro Afonso

MA in Art Business Dissertations

This dissertation examines the mechanisms of institutional legitimation in the Portuguese art market, with main emphasis on museums, curatorial practices, media mediation and the ever-changing role of public participation. Drawing field theory (Bourdieu), art world sociology (Becker) and recent studies of media and symbolic capital, it positions Portugal as a ‘semi-peripheral’ market in which institutional framing and international infrastructures play a critical role in establishing value and reputation. The literature review shows that legitimacy is collectively produced by a constellation of actors, narratives and conventions, rather than solely by the intrinsic properties of artworks or straightforward market demand.

Through a …


Where The Muses Dwell Vs. Where The Muses Sell: How The Experiences Of Art World Professionals Reflect The Increasingly Blurred Boundaries Between Museums And Auction Houses From 1940-2008, Sara Marcus Jan 2026

Where The Muses Dwell Vs. Where The Muses Sell: How The Experiences Of Art World Professionals Reflect The Increasingly Blurred Boundaries Between Museums And Auction Houses From 1940-2008, Sara Marcus

MA in Art Business Dissertations

This dissertation aims to explore how the experiences of personnel who have crossed over from museums to auction houses reflect the increasingly porous boundaries between these traditionally separate cultural and commercial institutions. Utilizing a strong historical and theoretical foundation built upon a historicization of museums and auction houses as well as analyses of key philosophical and sociological concepts and discourse, this paper presents a critical examination of the role of art world professionals as case studies. Through qualitative analysis of interviews with three prolific and generalizable professionals from 1940-2008, fundamental themes emerge from the research that expose how the growing …


Imitation In Eastern Art Auction Markets: A Comparative Study Of Digital Strategies Under Institutional Isomorphism, Yutong Wu Jan 2026

Imitation In Eastern Art Auction Markets: A Comparative Study Of Digital Strategies Under Institutional Isomorphism, Yutong Wu

MA in Art Business Dissertations

No abstract provided.


Measuring Value-In-Use Management From The Supplier's Perspective, Amit Mahimkar, John Hadjimarcou, Edward Ramirez Jan 2026

Measuring Value-In-Use Management From The Supplier's Perspective, Amit Mahimkar, John Hadjimarcou, Edward Ramirez

Faculty Publications – Marketing

Business-to-business (B2B) marketing is increasingly shifting from transactional exchanges to the long-term management of customer relationships. As suppliers offer complex, integrated solutions, the focus has shifted from product attributes to the value realized during usage. To manage this experienced value-in-use (VIU), suppliers are establishing organizational structures and processes dedicated to VIU management (VIUM). Despite its growing theoretical and managerial significance, no validated instrument currently exists to assess VIUM implementation from the supplier's perspective. This study develops and validates a second-order formative supplier-side index comprising seven VIUM subprocesses. Nomological evidence (based on survey data from B2B supplier managers, N = 284) …


Making Words Count: Computational Linguistics In Management Research, Joseph J. Simpson, Richard A. Hunt, David M. Townsend, Judy Rady, Elham Asgari, Mohammad Rady, Daniel J. Beal Jan 2026

Making Words Count: Computational Linguistics In Management Research, Joseph J. Simpson, Richard A. Hunt, David M. Townsend, Judy Rady, Elham Asgari, Mohammad Rady, Daniel J. Beal

International Business and Entrepreneurship Faculty Publications

In recent years, a rapidly growing number of management scholars are using computational linguistics (CL) to analyze vast corpora of naturally occurring organizational language. Yet the rapid adoption of CL methods has outpaced the development of shared standards for linking theoretical constructs, linguistic data, and computational measurement. We synthesize 353 articles published in leading management journals for 2013–2025, identifying four recurring challenges shaping the credibility of CL-based research: misalignment between constructs and textual corpora, unnecessary model complexity, the opacity of large language model workflows, and insufficient transparency in reporting. Building on these patterns, we develop four integrative design principles—construct-language fit, …


I Can't Stop: The Effects Of Psychological Climate For Overwork On Recovery Experiences, Jeffrey Drake Terry, Konstantin P. Cigularov Jan 2026

I Can't Stop: The Effects Of Psychological Climate For Overwork On Recovery Experiences, Jeffrey Drake Terry, Konstantin P. Cigularov

Psychology Faculty Publications

Recovery experiences are important for many health and well-being outcomes. One potential threat to an individual's recovery experiences in the workplace is psychological climate for overwork. The purpose of the present study was to examine the relationship between psychological climate for overwork and recovery experiences. Using a multi-wave research design (N = 202), we found that psychological climate for overwork had direct effects on psychological detachment and indirect effects on psychological detachment and relaxation through cognitive workaholism and work-recovery guilt. These results suggest that psychological climate for overwork may contribute to an individual's experience of cognitive workaholism and work-recovery guilt, …


Do Major Customers Affect Firms' Environmental, Social And Governance Activities?, Feng Dong, John A. Doukas, Stephanie Walton, Rongyao Gloria Zhang, Yiyang Zhang Jan 2026

Do Major Customers Affect Firms' Environmental, Social And Governance Activities?, Feng Dong, John A. Doukas, Stephanie Walton, Rongyao Gloria Zhang, Yiyang Zhang

Finance Faculty Publications

We examine the role of major customers in shaping firms' environmental, social and governance (ESG) practices. We find that firms with major customer relationships undertake fewer ESG activities compared to those without such ties. The association is attenuated when institutional ownership is high, firms are less diversified, customers exhibit greater bankruptcy risk and lower switching costs and during periods of elevated equity market sentiment. Taken together, our findings highlight that reliance on a concentrated customer base can weaken firms’ incentives to engage in ESG practices, with important implications for supply chain sustainability.


Stringency Of Family Firms And Owner-Managers In The Transition To Low-Carbon Emissions, Morten Bennedsen, John Doukas, Halit Gonenc Jan 2026

Stringency Of Family Firms And Owner-Managers In The Transition To Low-Carbon Emissions, Morten Bennedsen, John Doukas, Halit Gonenc

Finance Faculty Publications

This study examines the relationship between carbon emissions and stock returns, with a focus on the role of family ownership and management. Using a sample of 435 publicly listed firms from 14 Western European countries over the period 2010–2020, we explore whether financial markets perceive family-controlled firms, particularly those led by family-member CEOs, differently in terms of their commitment to sustainable practices. Consistent with prior research, our results indicate that firms with higher emissions earn higher stock returns while simultaneously experiencing lower market valuations, consistent with the presence of a carbon risk premium driven by elevated carbon transition risk. Crucially, …


Machine Learning: Thematic Feature Grouping, And The Magnificent Seven: A Forecasting Analysis, Mirarmia Jalali, Mohammad Najand, Andrew Cohen Jan 2026

Machine Learning: Thematic Feature Grouping, And The Magnificent Seven: A Forecasting Analysis, Mirarmia Jalali, Mohammad Najand, Andrew Cohen

Finance Faculty Publications

This study examines the predictability of monthly excess returns for the “Magnificent Seven” U.S. technology firms using machine learning and economically motivated thematic feature grouping. Framed as a focused study of the most systemically consequential equity panel in modern markets—seven firms representing over 30% of the S&P 500—the analysis confronts a small-N, large-P environment where economically structured dimensionality reduction is essential. Using 154 firm-level characteristics categorized into 13 economic themes, we evaluate linear, penalized, tree-based, and neural network models in a small-N, large-P setting. Unrestricted models suffer substantial overfitting and fail to outperform the historical average benchmark out-of-sample. In contrast, …


Does Bidder Complexity Affect Market Reactions To M&A Decisions?, Rajib Chowdhury, John A. Doukas Jan 2026

Does Bidder Complexity Affect Market Reactions To M&A Decisions?, Rajib Chowdhury, John A. Doukas

Finance Faculty Publications

We examine whether and how bidder complexity influences investor reactions to merger and acquisition (M&A) announcements. Using an established measure of complexity, we find a significant positive relationship between acquiring firm complexity and cumulative abnormal returns (CAR). This suggests that investors perceive more complex firms as capable and value-enhancing participants in M&A activities. The association is particularly strong for bidders with high operating risk, greater R&D intensity, and larger firm size. We also find that complex bidders tend to offer higher takeover premiums. Overall, our study contributes to the literature by demonstrating that bidder complexity is an important determinant of …


International Evidence On The Relationship Between Financial Literacy And Corporate Cash Holdings, Kenneth Yung, Reza Kahibavil, Su Li, Arian Amidi Jan 2026

International Evidence On The Relationship Between Financial Literacy And Corporate Cash Holdings, Kenneth Yung, Reza Kahibavil, Su Li, Arian Amidi

Finance Faculty Publications

This study is the first investigation of the relationship between corporate cash holdings and financial literacy (FL). We find that a one‐standard‐deviation increase in FL is associated with an 8%–27% reduction in corporate cash holdings, depending on the measure of FL used. Moreover, higher FL reduces the market value of excess cash, indicating that financially literate environments discourage value‐destroying cash accumulation. The results remain robust across alternative definitions of FL and cash holdings, estimation methods, and country subsamples. We further rule out the influence of endogeneity, refinancing risk, and variation in cash needs. Additional analyses identify agency costs as the …


Natural Resource Rents And Energy Poverty Nexus In Next Eleven Economies, Muhammad Salah Uddin, Ayub Ali, Zobayer Ahmed, Md Nasir Uddin Sikdar, Ahsan Habib, Abdullah Elah Al-Mahde Jan 2026

Natural Resource Rents And Energy Poverty Nexus In Next Eleven Economies, Muhammad Salah Uddin, Ayub Ali, Zobayer Ahmed, Md Nasir Uddin Sikdar, Ahsan Habib, Abdullah Elah Al-Mahde

Finance Faculty Publications

Energy poverty (EP) remains a persistent global challenge with important implications for economic development, public health, and social welfare. While natural resources, particularly oil and gas, are often viewed as key sources of energy access, their effectiveness in mitigating EP remains underexplored in emerging economies. This study examines the relationship between natural resource rents (NRR), specifically oil rents (OR) and natural gas rents (NGR), and energy poverty (EP) in the Next Eleven (N-11) countries from 2000 to 2020. The primary objective is to assess how NRR influences EP at various levels of poverty using the Method of Moments Quantile Regression …


How Operational And Disclosure Complexity Shapes The Conglomerate Discount, Feng Dong, John A. Doukas, Son Wilson, Rongyao Zhang Jan 2026

How Operational And Disclosure Complexity Shapes The Conglomerate Discount, Feng Dong, John A. Doukas, Son Wilson, Rongyao Zhang

Finance Faculty Publications

This study examines how firm operational diversification and disclosure complexity jointly drive the conglomerate discount. We disentangle disclosure complexity, which is determined by managerially influenced financial transparency, from accounting complexity, which is a direct informational consequence of operational complexity. We find that operational diversification is consistently associated with significant conglomerate discounts, while disclosure complexity independently reduces firm value and amplifies the magnitude of the discount when diversification is high. These findings suggest that transparent disclosures can mitigate valuation costs, offering important implications for managers seeking effective communication, investors assessing complex firms, and policymakers aiming to enhance disclosure quality and market …


The Power Of A Picture: Building Visual Depictions Of The Eppm Bolstering Sunscreen Application Motivation, Ansley M. George Jan 2026

The Power Of A Picture: Building Visual Depictions Of The Eppm Bolstering Sunscreen Application Motivation, Ansley M. George

University of Kentucky Doctoral Dissertations

This study investigates visual depictions of efficacy skin cancer health risk messages. Using Witte's Extended Parallel Processing Model (EPPM) and existing literature on fear appeals and visual persuasion as a theoretical framework, the study aims to explore how self and response efficacy imagery impacts individuals' perceptions of health risk messages in the context of skin cancer prevention when emphasizing specific principles of design. Formative research was employed via qualitative photo sorts and participants were exposed to an assortment of images depicting efficacy in the context of skin cancer prevention where they discussed why they felt they were or were not …


Data Utilization In Facilities’ Performance Management Decision- Making At U.S. Four-Year Public Institutions: A Cross-Sectional Exploratory Study, Tanaporn Supanichrattana Jan 2026

Data Utilization In Facilities’ Performance Management Decision- Making At U.S. Four-Year Public Institutions: A Cross-Sectional Exploratory Study, Tanaporn Supanichrattana

Theses and Dissertations

The growing complexity of higher education finance, aging infrastructure, and rising accountability expectations has intensified demands on facilities organizations to manage institutional assets strategically. As colleges and universities face sustained fiscal constraints and expanding operational pressures, the ability of facilities leaders to use data to inform performance management has become increasingly critical. Despite this importance, limited empirical research has examined how facilities leaders integrate data into decision-making within public higher education contexts.

The quantitative study employed a cross-sectional, exploratory survey design to investigate data utilization practices among facilities leaders at U.S. public four-year institutions. Guided by the Data–Information–Knowledge–Wisdom hierarchy and …