Management Sciences and Quantitative Methods Commons^™

Enhancing Interoperability In Geospatial Analytics Systems: Navigating Diverse Standards For Optimal Data Integrity, Justin W. Bennett

Dissertations

In this study, we explore the domain of geospatial analytics, focusing on how different geographic information systems (GIS) and technology solutions can better communicate and maximize interoperability. Central to our study is the impact of this interoperability on data integrity, which is critical for accurate decision-making in domains like urban planning, environmental management, and national security. Accurate decision-making requires modeling ecosystems that are easy to comprehend and are often intricate due to their physical or artificial nature and the diversity of geospatial parameters; therefore, it is essential to gather a comprehensive array of spatial and temporal measurements. We examine the …

Accessibility Disclosure Statements: Best Practices For Documenting Inclusive And Accessible Web-Based Research Design, Alicia Mason, Elizabeth Spencer, Pan Liu, Kristen Livingston, Sakshi Bhati, Angela Ashmore, Tristan A. Spencer, Lauren Shepard

Faculty Submissions

Accessibility disclosure is a core principle of the Project IRIS Best Practice Framework. This instructional resource-- Accessibility Disclosure Statements: Best Practices for Documenting Inclusive Web-Based Research Design-introduces options for reporting accessible web-based research design efforts in scholarly and professional publications. The three forms of accessibility disclosure statements are introduced: summary statements, reports of analysis--both general and specific-, and detailed process descriptions. Each of these strategies including terms, conceptual definitions, and examples are provided. The instructional resource may be of interest to undergraduate and graduate course instructors teaching research methods courses in a variety of social science disciplines.

Are Emojis The New Words? A Sentiment Analysis Of Social Media Brand Conversations, Yashodhan Karulkar, Dev T. Vora, Siddharth Vaddepalli, Yash Thakur

Journal of International Technology and Information Management

Emojis have become an increasingly important aspect of consumer-brand interactions in the Indian subcontinent. However, the impact of emoji use on brand image and mental health remains underexplored, particularly in emerging economies like India, where structured research on this topic is limited. To address this gap, the present study analyzes over 4,600 consumer tweets related to 19 prominent brands across eleven industries. Using VADER sentiment analysis, the research develops a metric to assess consumer sentiment and brand engagement in relation to emoji usage. The findings indicate that effective integration of emojis contributes to positive consumer sentiment and enhanced brand engagement. …

Work Engagement As A Mediator Between Organizational Ostracism And Sparking Leadership, Perihan Senel Tekin, Selman Kizilkaya

Journal of Global Business Insights

Workplace ostracism can undermine employee morale, reduce productivity, and negatively impact organizational outcomes. Sparking leadership plays a vital role in shaping workplace culture and mitigating ostracism’s effects. This study investigates the mediating role of work engagement in the relationship between organizational ostracism and sparking leadership. It sheds light on how leaders can foster a more engaged workforce by reducing ostracism within organizations. It was designed as a quantitative causal survey. By examining data from 790 healthcare professionals in Turkey, the research highlights how sparking leadership can enhance work engagement and reduce ostracism. The findings show a significant negative correlation between …

Sustainability In Forex Trading: A Review In Search Of The Sarsa-Fis Hybrid Method As A Novelty, Joni Fat, Parwadi Moengin, Pudji Astuti, Sally Cahyati

Bulletin of Monetary Economics and Banking

This study employs meta-analysis, rich pictures, timeline analysis, and causal loop diagram to explore the sustainability impacts of the SARSA-FIS hybrid method in forex trading robots. It reviews 56 references (2018-2023), using rich pictures to map AI-driven interactions. Timeline analysis traces AI’s evolution in forex, while causal loop diagram clarifies its role in market dynamics. Responsible algorithms and SRI principles mitigate risks, promoting ethical trading. SARSA-FIS enhances strategies, leveraging AI for sustainable forex practices amidst global uncertainties. The research identifies gaps and positions SARSA-FIS as a novel approach, providing a foundation for advancing AI applications in finance, particularly in forex …

A New Perspective On Transfer Of Training: When Does Training At Work Transfer To Family?, Heidi M. Baumann

Faculty Publications – Management

This study offers a new perspective on the transfer of training by examining whether skills, knowledge, and attitudes gained during training at work may transfer outside of work to improve employees’ family roles. The current research conceptualizes transfer of training to family as a specific instance of work-family enrichment and highlights the interconnectedness of individuals’ work and family roles via training transfer. An integration of the transfer of training literature with work-family enrichment research and self-determination theory provides a theoretical foundation for the proposed positive transfer of training to family model. Hypotheses were tested in a between-person on-line vignette experiment …

Uncertainty In Pricing And Risk Measurement Of Survivor Contracts, Kendrick Raymond So, Stephanie Claire Cruz, Elias Antonio Marcela, Jeric C. Briones, Len Patrick Dominic Garces

Mathematics Faculty Publications

As life expectancy increases, pension plans face growing longevity risk. Standardized longevity-linked securities such as survivor contracts allow pension plans to transfer this risk to capital markets. However, more consensus is needed on the appropriate mortality model and premium principle to price these contracts. This paper investigates the impact of the mortality model and premium principle choice on the pricing, risk measurement, and modeling of survivor contracts. We present a framework for evaluating risk measures associated with survivor contracts, specifically survivor forwards (S-forward) and survivor swaps (S-swaps). We analyze how the mortality model and premium principle assumptions affect pricing and …

Synergizing Tqm, Jit, And Green Supply Chain Practices: Strategic Insights For Enhanced Environmental Performance, Aamir Rashid, Rizwana Rasheed, Noor Aina Amirah

Publications and Research

Background: This study examined the role of total quality management, just-in-time, and green supply chain management practices to improve environmental performance. Methods: Data from 207 manufacturing industry respondents from a developing economy were tested through a quantitative method using PLS-SEM with the help of SmartPLS to validate the measurement model. Results: The results show that just-in-time significantly impacts total quality management and green supply chain management practices. Similarly, total quality management significantly affects environmental performance. However, just-in-time insignificantly affects the environment. Likewise, total quality management is insignificant and negatively affects green supply chain practices. Conclusion: This research provides practical insight …

Break It Down - Examining Paradigmatic Shifts And Intersectional Devaluation Through Quantitative Exploration: Martial Arts And Narrative Inquiry As Pathways For Community Wellness Programming, Kenisha Coy

Educational Studies Dissertations

Despite growing awareness of health disparities and social exclusion, there remains a significant gap in understanding how devaluation affects both individual well-being and broader community cohesion. Historically, mental health services have been dominated by clinical settings, such as hospitals and private practices, yet this approach has limitations in reaching underserved populations. "Alternative" and "non-traditional" wellness practices offer promising avenues for promoting emotional well-being outside these traditional settings, leveraging community resources and social support networks, yet they are often overlooked and devalued. This dissertation addresses this gap by exploring the complex connections between devaluation, health outcomes, and community engagement/social capital. Using …

Shaping Strategy In The Digital Age: The Impact Of Consumer Electronic Word Of Mouth On Firm Strategic Emphasis, Brandon Holle, Hang T. Nguyen, Hieu V. Phan

Faculty Scholarship

This research explores how consumer electronic word of mouth (eWOM) influences a firm’s strategic emphasis, focusing on the distinct effects of positive and negative eWOM on value appropriation (e.g., advertising) versus value creation (e.g., R&D). Analyzing over 33 million social media posts covering 39 corporate brands from 2010 to 2020, the authors find that positive consumer eWOM influences firms to prioritize a strategic emphasis on value appropriation, while negative consumer eWOM is associated with a strategic emphasis on value creation. These effects are moderated by product category, market competition, and industry instability. Firms in hedonic categories have attenuated responses to …

Women's And Men's Authorship Experiences: A Prospective Meta Analysis, George C. Banks, Lisa M. Rasmussen, Scott Tonidandel, Jeffrey M. Pollack, Mary M. Hausfeld, Courtney Williams, Betsy H. Albritton, Joseph A. Allen, Nicolas Bastardoz, John H. Batchelor, Andrew A. Bennett, Roman Briker, Christopher M. Castille, Bart A. De Jong, Elise Demeter, Justin A. Desimone, James G. Field, Maria Figueroa-Armijos, M. Fernanda Garcia, William L. Gardner, J. Jeffrey Gish, Laura M. Giurge, Claudia N. Gonzalez-Brambila, M. Gloria González-Morales, Lorenz Graf-Vlachy, Roopak Kumar Gupta, Amanda S. Hinojosa, Zion Howard, Sven Kepes, Tine Köhler, Dejun Tony Kong, Markus Langer, Teng Lat Loi, Liam P. Maher, Chao Miao, Murad A. Mithani, Lakshmi Balachandran Nair, William G. Obenauer, Ernest H. O'Boyle, Jason R. Pierce, Deborah M. Powell, Roni Reiter-Palmon, Deborah E. Rupp, Srinivasan Tatachari, Jane S. Thomas, Tiia Vissak, Jako Volschenk, Chen Wang, Christopher E. Whelpley, Hans-Georg Wolff, Haley M. Woznyj, Tao Yang

Management Faculty Publications

The opaqueness of author naming and ordering, when coupled with power dynamics, can lead to a number of disadvantages in academic careers. In this commentary, we investigate gender differences in authorship experiences in a large prospective meta-analytic study (k = 46; n = 3,565; 12 countries). We find that women’s and men’s authorship experiences differ significantly with women reporting greater prevalence of problematic behaviors. We present seven actionable recommendations for improving the receipt and reporting of intellectual credit. Such actions are needed to ensure fairness in authorship, which is one of the most powerful factors in academics’ career outcomes.

Balancing Burnout, Quiet Quitting, And Cognitive Turnover: The Quiet Revolution Of Gen Z Workers, Mohammed M. Nour

Information Systems & Operations Management Dissertations - Archive

This study investigates the phenomenon of quiet quitting and turnover intention among working Generation Z students in the U.S. and Taiwan. Using the cross-sectional study design, data were collected from over 500 participants from the U.S. and 69 from Taiwan. This study uses Structural Equation Modeling (SEM) and multiple regression to examine the predictive power of key workplace factors— emotional exhaustion, supervisory support, incentives, job satisfaction, and workplace environment—on both employee disengagement and turnover intention.

The results show that emotional exhaustion has a notable mediating effect in the relationship between job satisfaction and quiet quitting, and between supervisor support and …

Comparing Funders' Altruism Versus Self-Interest: Leveraging The Context Of Crisis, Dan Liu, Guangzhi Shang, Cynthia Fan Yang

Journal of International Technology and Information Management

While reward-based crowdfunding has widespread popularity, the motivations driving funders, balancing self-interest and altruism, have remained puzzling. Prior research has been constrained by examination methods and produced mixed findings regarding the weight of altruism versus self-interest among funders. Our study takes a fresh perspective, delving into funder behavior amid a major crisis—the tumultuous backdrop of the COVID-19 pandemic. Our findings reveal that funders not only display an increased willingness to contribute but also significantly amplify their contributions, particularly to projects in crisis-affected regions, irrespective of external incentives like rewards. This underscores the prevalence of altruistic motives among funders in challenging …

Understanding The Determinants Of Blockchain Adoption: An Empirical Study, Amarpreet Kohli, Nihar Kumthekar, Piyush Shah, Rebecca Jauch

Journal of International Technology and Information Management

Blockchain technology (BT) has the potential to enhance security and robustness of transactions through a distributed ledger bookkeeping process. This study employs technology-organization-environment (TOE) framework and threat-rigidity theory (TRT) to examine whether perceived disruption caused by COVID-19 pandemic significantly impacted the adoption of BT, and inclination to adopt BT in the US. The COVID-19 pandemic provided a unique backdrop, as it affected businesses across all industries, sizes, and geographies. Results show a non-significant effect of perceived pandemic disruption on the current stage of BT adoption and intention to adopt BT. However, disruption readiness positively influences the current stage of BT …

Board Attributes, Firm Performance, And The Moderating Role Of National Culture: A Meta-Analysis, Matthew Farrell, Chris H. Willis, Nathapon Siangchokyoo, Ryan L. Klinger, Jamil Kreugel, Hami Usta, Timiry R. Tian, Ying Thaviphoke, Samuel Wilson

Business

The impact of board structures on firm performance remains a contentious governance topic with competing theoretical paradigms and inconclusive empirical support. Scholars propose that national culture could reconcile contradictory evidence; yet, argumentation is fragmented and direct tests are rare. We meta-analyzed 513 samples across 54 countries to examine relationships between board structures (i.e., board size, board independence, and CEO duality) and firm performance. We model national culture, using Hofstede's six cultural dimensions, as moderators to test whether these relationships align with agency or stewardship theory across different cultural settings.

Imputation Methods Based On Cluster‑Wise Linear Regression: A Mathematical Programming, Ahmed M. Gad Prof, Mahmoud Mostafa Rashwan, Nouran M. Tawheed

Business Administration

In some applications, datasets may form several homogeneous clusters with respect to the relationship between the explanatory variables and the response variable. The presence of missing values in such datasets requires the use of two or more regression models subjected to a single objective function, which best summarizes the structure of the dataset, for imputing the missing values. This can be done using the cluster-wise linear regression model. The cluster-wise linear regression model is estimated through a mathematical programming approach based on the available data. Three imputation methods based on cluster-wise linear regression are used in this article. They are …

Adaptation For Whom? Understanding The Impacts Of Dyke Policies On Small-Scale Farmers In Ca Mau Province Of Vietnam, Nguyen Minh Quang, Nguyen Van Minh, Nguyen Vo Chau Ngan, Martha B. Lerski

Publications and Research

Low-lying deltas worldwide are extremely vulnerable to sea-level rise. As the risks of climate-induced flooding become increasingly clear, the thirst for infrastructure-driven adaptation increases. This highlights a patent need to understand the impacts of engineering adaptation solutions, especially those targeting built structures such as dykes and sluices, on farmers from a bottom-up, farmer-centred perspective. The study addresses this call by examining cases where dyke policies, while successful in some dimensions, have undermined small-scale farmer livelihoods in Ca Mau ― Vietnam’s southernmost rural province. It identifies areas in need of attention and adds empirical data related to this group of farmers. …

Understanding The Challenges And Satisfaction Among The Medical Professional Preceptors, Cornelia Ko

West Chester University Doctoral Projects

This study evaluates the Penn Medicine Family Medicine Clerkship program through a mixed-methods approach, exploring the challenges and factors influencing the satisfaction of medical professional preceptors when precepting students. A quantitative survey with 54 preceptor participants reveals the top challenges preceptors face: workload, conflicts with patient care, and limited clinical space. Despite this, there is strong support for the program, with 89% of preceptors enjoying the role and 85% expressing willingness to continue to precept for the next three years. Finally, data analysis shows no statistical correlation between preceptor motivation with gender, ethnicity, age group, years of serving, or total …

How Can Tailored Entrepreneurship Training Effectively Support The Emancipation Of People With Disabilities In Ireland?, Ahsan Habib

Doctoral

This thesis investigates the impact of tailored entrepreneurship training on the perceived emancipation of aspiring entrepreneurs with disabilities in Ireland. This community is significantly underrepresented in the labour market, yet it is hindered in accessing self-employment opportunities due to a lack of specific training and limited access to necessary resources. Furthermore, there is a dearth of knowledge in academic literature addressing the influence of tailored entrepreneurship programmes targeted at people with disabilities. To address this knowledge gap, this study gathered data from in-depth interviews with 21 key informants (including nine participants from TU Dublin’s entrepreneurship training programme, five representatives from …

A Comparison Of Service Needs For Face-To-Face To Online Programs, Ali Ardalan, Roya K. Ardalan, G. Steven Rhiel

Information Technology & Decision Sciences Faculty Publications

Higher education institutions strive to gain a competitive advantage over similar programs offered by other institutions. A criterion for comparing programs is the quality of service. The definition of quality from the customer's view is "fitness for use," which incorporates the value generated by the product. Each learner may evaluate programs differently from other learners. It is impossible to develop a unique standard for program quality that is defined by a specific set of factors and specific level for each of these factors. This study presents an extensive set of factors that may affect learners' satisfaction. Higher education administrators should …