Digital Commons Network^™

Ai-Driven Decision-Making In Leadership: Balancing Automation And Human Judgment For Optimal Organizational Performance, Arafat Mohammed, Sulaiman Abdullahi Bambale, Umar Abdullahi

Journal of Economics and Administrative Sciences

This study examines how artificial intelligence (AI)-driven decision-making can be effectively balanced with human judgment to enhance organizational performance and ethical leadership. The research adopts a systematic literature review covering studies from 2015 to 2025, retrieved from Scopus, Web of Science, IEEE Xplore, and Google Scholar. Through thematic analysis, the review identifies three core dimensions: (1) the impact of AI on strategic accuracy and operational efficiency, (2) the mediating role of human judgment in fostering innovation and trust, and (3) the influence of ethical AI governance on employee well-being and accountability. The findings reveal that organizations integrating AI’s analytical precision …

The Effect Of Organizational Culture On Faculty Performance: An Analytical Study Of A Sample Of Lecturers At Some Colleges In The Kurdistan Region Of Iraq, Hoshmand R. Ibrahim

Journal of Economics and Administrative Sciences

The research problem of this study is to determine the connection between organizational culture and faculty performance in higher education, specifically, in the Kurdistan Region of Iraq, which consists of the public universities. Using the organizational culture theory and performance management models, the study explores three dimensions of culture, such as cooperation and communication, innovation and development, and appreciation and rewards, and their effects on the performance of the faculty in terms of academics, research, and administration/service. Quantitative approach was adopted through a structured questionnaire that was issued to faculty members working in different fields. The conceptual model of the …

Investigating The Impacts Of Facial Gestures On Global Participants’ Perception Of The Speaker, Perception Of The Message, Emotional Responses, And Engagement During Video Conferencing, Hanan Mohammed Alghamdi

Theses and Dissertations

Facial expressions play a crucial role in shaping communication and emotional understanding during virtual interactions. This study investigated how facial expressions influence participants’ perceptions of the speaker, perceptions of the message, emotional responses, and engagement during video conferencing across diverse cultural contexts. A hybrid experimental design was implemented using self-administered questionnaires to collect quantitative data and examine cause-and-effect relationships. Participants were randomly assigned to one of three facial-expression conditions Positive (smiling and joyful), Negative (angry or nervous), or Neutral (expressionless) and viewed speakers representing three ethnic backgrounds: White American, Black American, and Middle Eastern. Using a seven-point semantic differential scale, …

Safety In Stability: A Cdc-Guided Evaluation Of Hospital Fall Prevention Practices, Matthew C. Dougherty

Electronic Theses and Dissertations 2020 - Present

Hospital falls remain a persistent and preventable cause of patient harm, emphasizing the need for continuous evaluation of fall prevention practices. This project assessed the effectiveness of AdventHealth Orlando’s fall prevention policy using the Centers for Disease Control and Prevention (CDC) Program Evaluation Framework. A mixed-methods design incorporated quantitative analysis of 12 months of fall data and qualitative feedback from frontline staff surveys and discussions. Results demonstrated a decrease in total falls from 549 in the previous year to 528 in the current year, indicating early progress despite the incomplete reporting period. Unit-level analysis showed a mean improvement of 16.9% …

Improving Intimate Partner Violence Screening In Telehealth Mental Health Settings, Marina Oliynyk

Electronic Theses and Dissertations 2020 - Present

Intimate partner violence (IPV) is a pervasive yet frequently underrecognized public health concern, particularly within telehealth psychiatric care, where nonverbal cues may be absent. This quality improvement (QI) project aimed to improve the identification and response to IPV by implementing a standardized, evidence-based screening protocol in a private telepsychiatry practice. Guided by the Plan-Do-Study-Act (PDSA) framework, the validated E-HITS screening tool was introduced, along with structured trauma-informed care training, to six psychiatric-mental health nurse practitioners (PMHNPs). Six PMHNPs completed pre/post-confidence surveys (5-point Likert) and tracked screening activity across 100 telehealth encounters (98 of 100 visit were eligible). Over a three-month …

From Awareness To Action: Improving Advanced Directives With The Five Wishes In College Aged Young Adults, Dina M. Giovanetti

Electronic Theses and Dissertations 2020 - Present

This quality improvement project aimed to increase early education, initiation, documentation, and completion rates of advance directives (ADs), specifically the Five Wishes, among college-aged young adults (18–24 years old) in a concierge primary care setting. The project addressed the low engagement and completion rates of ADs in this population, which can result in inadequate end-of-life care planning. The initiative involved training all staff members through collaborative instruction, informational sessions, and personalized provider-patient discussions. A convenience sample of eligible patients was identified via chart review. Inclusion criteria included English-speaking young adults aged 18–24, regardless of comorbid conditions who were members of …

Breaking The Silence With Routine Genitourinary Syndrome Of Menopause Screening: A Quality Improvement Project, Ashley R. Noel

Electronic Theses and Dissertations 2020 - Present

Affecting upwards of 87% of women in post menopause, genitourinary syndrome of menopause is greatly under-diagnosed, and consequently, under-treated. Genitourinary syndrome of menopause refers to health conditions impacted by hypoestrogenic state experienced in menopause. Common symptoms of GSM include vaginal dryness, irritation, clitoral or labial atrophy, dyspareunia, decreased libido, anorgasmia, dysuria, recurrent UTI, urinary incontinence (Kaufman et al., 2025). Despite the burdensome consequences of GSM, women are unlikely to vocalize their symptoms and seek treatment. Additionally, societal beliefs of shame surrounding sexual health impede patients and clinicians from addressing GSM specifically (Mili et al., 2021). As a result, the North …

Robotic Monitoring System For Complex Aquatic Environments, William Fairman

Electronic Theses and Dissertations 2020 - Present

Persistent monitoring in an aquatic environment is critical in many scientific and industrial applications. In-situ sensors that record water quality metrics, like dissolved oxygen, are essential in many aquaculture applications. Existing monitoring solutions can be cost prohibitive, difficult to maintain, and are typically deployed in fixed locations. This limits the usefulness of such systems in complex aquatic environments like coastal zones or pond aquaculture farms where bodies of water can be isolated from each other. In this dissertation research, an autonomous data collection framework is proposed to provide low-cost water quality monitoring through the combination of a variety of sensors …

Assembling Life From Death: Examining The Archaeological Fauna Of Jupiter Inlet Lighthouse’S Past To Preserve Biodiversity For The Future, Victoria Sherwood

Electronic Theses and Dissertations 2020 - Present

This project utilizes an assemblage of faunal remains from a precontact midden at the Jupiter Inlet Lighthouse archaeological site in northern Palm Beach County, Florida. The assemblage was identified and analyzed through the lenses of resource use and paleoenvironmental changes. The Indigenous groups in the area heavily utilized estuarine resources such as fish and marine turtles. The archaeological assemblage was compared to a modern survey of species present at the site. The species identified in the precontact collection are present in the surrounding area today. The archaeological assemblage matching up with modern species speaks to the success of Loxahatchee River …

Illinois State University, One Hundred And Sixty-Sixth Annual Commencement, December 2025, Illinois State University

Commencement Programs

Illinois State University

One Hundred and Sixty-Sixth Annual Commencement

December 2025

Real-World Disease Burden And Health Care Resource Utilization For Patients With Barth Syndrome, Lindsay Marjoram, Yonglin Huang, Mary Kay Koenig, Bruce H Cohen, Eric Anderson

Faculty, Staff and Student Publications

Background: Barth syndrome (BTHS) is an ultra-rare, X-linked genetic disorder for which there is limited economic data. Because compiling such data that target rare indications is difficult, we assessed real-world data to increase understanding of the cost of BTHS based on disease burden and health care resource utilization (HCRU).

Methods: A search of the published medical literature identified individual case studies and registry data used to assess the burden of disease and potential costs associated with BTHS, including the potential ability of developing treatments to positively impact those costs. In addition, a claims database analysis was conducted to assess HCRU …

Social Media Listening Study To Understand The Journey And Unmet Needs Of Patients Living With Post-Stroke Spasticity, Stefano Carda, Jörg Wissel, Damon Hoad, Gerard E Francisco, Monica Verduzco-Gutierrez, Daniela Gallardo, Matteo Vacchelli, Jorge Jacinto

Faculty, Staff and Student Publications

Purpose: Stroke survivors may develop spasticity (post-stroke spasticity [PSS]) that can challenge activity and participation. Recognising the needs and expectations of people with PSS is crucial for enhancing care. This study is the first to employ social media listening to explore the experiences, unmet needs, and quality of life (QoL) of people with PSS.

Materials and methods: A subset of 417 patient-centric PSS-related posts published on major social media platforms was identified for analysis from 31 600 retrieved.

Results: Posts mainly discussed patient journey (centred around treatment options and management techniques), the impact of PSS on QoL, and patient interactions …

Navigating Health Literacy: Comparison Of Assessment Tools In A Surgical Safety-Net Population, Mokunfayo O Fajemisin, Stephanie Martinez Ugarte, Gabrielle E Hatton, Jackson G Burns, Lillian S Kao, Krislynn M Mueck

Faculty, Staff and Student Publications

Health literacy as measured by three validated assessment tools.

“Festivity Without Feast”: Autonomy, Prosperity, Mutuality And Inequality In A Mentawai Village, Darmanto Darmanto

Antropologi Indonesia

Among the Mentawai, autonomy, prosperity, and mutuality are core values that foster their egalitarian ethos. In the last few decades, they have reconfigured these values in their quest for equality with outsiders who have consistently looked down upon them. The state encourages and facilitates their pursuit by establishing a centralised village, implementing development projects, and promoting engagement in commodity production. These processes direct productive work results towards household livelihoods, legitimising wealth accumulation and sidelining sharing practices. In seeking equality with outsiders, the realisation of autonomy and productivity increasingly leads to internal inequality, which is the antithesis of their egalitarian quest …

Soil Organic Carbon Depth Profiles And Centennial And Millennial Decay Rates In Tidal Marsh, Mangrove And Seagrass Blue Carbon Ecosystems, Nerea Piñeiro-Juncal, Miguel Ángel Mateo, Carmen Leiva-Dueñas, Eduard Serrano, Karina Inostroza, Montserrat Soler, Eugenia T. Apostolaki, Paul Lavery, Carlos M. Duarte, Anna Lafratta, Oscar Serrano

Research outputs 2022 to 2026

The management of coastal blue carbon ecosystems can contribute to mitigate anthropogenic greenhouse gas emissions. However, limited information on soil organic carbon (OC) decay rates in tidal marsh, mangrove, and seagrass soils hinders their inclusion in climate strategies and carbon-crediting schemes. Here, we analyzed downcore OC trends in 3761 soil cores from blue carbon ecosystems worldwide. A decrease in OC content with soil depth was measured in 63% of the cores, whereas stable and increasing trends were observed in 22% and 15% of the cores, respectively. Based on 85 profiles where OC decay could be modelled, the OC decay rate …

Exploring Fathers’ Child And Family Support During Aboriginal Mothers’ Incarceration, Bon Miu, Paul Leslie Simpson, Tony Butler, Mandy Wilson, Destiny Kynuna, Robert Shaw, Jocelyn Jones

Research outputs 2022 to 2026

Aboriginal women are one of the fastest-growing subgroups among the Australian incarcerated population. Their incarceration affects increasing numbers of children, families, and communities. Few studies have examined the role of fathers when mothers are incarcerated. Using 49 in-depth interviews with Aboriginal mothers in Western Australian prisons, we explore the types of child and family support fathers provide based on the incarcerated mother’s perspective. Four themes were identified: (1) diverse support and involvement by fathers; (2) absence of father’s support due to death or incarceration; (3) parental cooperation and communication; and (4) supports and challenges to maintaining family networks. Overall, fathers …

De Novo Annotation Reveals Transcriptomic Complexity Across The Hexaploid Wheat Pan-Genome, Benjamen White, Thomas Lux, Rachel Rusholme-Pilcher, Angéla Juhász, Gemy Kaithakottil, Susan Duncan, James Simmonds, Hannah Rees, Jonathan Wright, Joshua Colmer, Sabrina Ward, Ryan Joynson, Benedict Coombes, Naomi Irish, Suzanne Henderson, Tom Barker, Helen Chapman, Leah Catchpole, Karim Gharbi, Utpal Bose, Moeko Okada, Hirokazu Handa, Shuhei Nasuda, Kentaro K. Shimizu, Heidrun Gundlach, Michelle L. Colgrave

Research outputs 2022 to 2026

Wheat is the most widely cultivated crop in the world, with over 215 million hectares grown annually. The 10+ Wheat Genomes Project recently sequenced and assembled to chromosome-level the genomes of nine wheat cultivars, uncovering genetic diversity and selection within the pan-genome of wheat. Here, we provide a wheat pan-transcriptome with de novo annotation and differential expression analysis for these wheat cultivars across multiple tissues. Using the de novo annotations we identify cultivar-specific genes and define the core and dispensable genomes. Expression analysis across cultivars and tissues reveals conservation in expression between a large core set of homeologous genes, in …

Practical Recommendations On Stretching Exercise: A Delphi Consensus Statement Of International Research Experts, Konstantin Warneke, Ewan Thomas, Anthony J. Blazevich, José Afonso, David G. Behm, Paulo H. Marchetti, Gabriel S. Trajano, Masatoshi Nakamura, Francisco Ayala, Stefano Longo, Nicolas Babault, Sandro R. Freitas, Pablo B. Costa, Andreas Konrad, Antoine Nordez, Arnold Nelson, Astrid Zech, Anthony D. Kay, Olyvia Donti, Jan Wilke

Research outputs 2022 to 2026

Background: Stretching has wide appeal, but there seems to exist some mismatch between its purported applications and what the evidence shows. There is compelling evidence for some stretching applications, but for others, the evidence seems heterogeneous or unsupportive. The discrepancies even affect some systematic reviews, possibly due to heterogeneous eligibility criteria and search strategies. This consensus paper seeks to unify the divergent findings on stretching and its implications for both athletic performance and clinical practices by delivering evidence-based recommendations. Methods: A panel of 20 experts with a blend of practical experience and scholarly knowledge was assembled. The panel meticulously reviewed …

Alzheimer’S Disease Biological Pet Staging Using Plasma P217+Tau, Azadeh Feizpour, Vincent Doré, Natasha Krishnadas, Pierrick Bourgeat, James D. Doecke, Ziad S. Saad, Gallen Triana-Baltzer, Simon M. Laws, Rosita Shishegar, Kun Huang, Christopher Fowler, Larry Ward, Colin Masters, Jurgen Fripp, Hartmuth Kolb, Victor Villemagne, Christopher Rowe

Research outputs 2022 to 2026

Background: Plasma phospho-tau biomarkers, such as p217+tau, excel at identifying Alzheimer’s disease (AD) neuropathology. However, their ability to substitute for tau PET to identify AD biological stage is unclear. Methods: Participants included 248 cognitively unimpaired (CU) and 227 cognitively impaired (CI) individuals, with Janssen plasma p217+tau Simoa® assay, 18F-NAV4694 Aβ-PET (A) and 18F-MK6240 tau-PET (T) data. Biological PET stages were defined according to the Revised Criteria for Diagnosis and Staging of Alzheimer’s Disease (2024): Initial (A + T-), Early (A + TMTL +), Intermediate (A + TMOD +), and Advanced (A + THIGH +). The threshold for A+ was 25 …

A Thematic Analysis Of What Australians State Would Change Their Minds On Climate Change, Amy S.G. Lee, Kelly Kirkland, Samantha K. Stanley, Abby Robinson, Zoe Leviston, Iain Walker

Research outputs 2022 to 2026

What do Australians believe would change their current opinions about climate change? In this study, we used audience segmentation analysis through the Six Americas Short Survey to identify groups of climate opinion holders within a representative sample of Australians. We had 4857 participants tell us what it would take to change their current opinions about climate change and leveraged OpenAI’s Generative Pre-Trained Transformer (GPT) to identify the presence or absence of themes (Nothing, Evidence and Information, Trusted Sources, Action, and Unsure) and subthemes in their responses. GPT performed at near-human levels, proving to be a highly useful tool for thematic …

Development And Validation Of An Interpretable Risk Prediction Model For The Early Classification Of Thalassemia, Jin Xin Lai, Jia Wei Tang, Shan Shan Gong, Ming Xiong Qin, Yu Lu Zhang, Quan Fa Liang, Li Yan Li, Zhen Cai, Liang Wang

Research outputs 2022 to 2026

Thalassemia is an inherited blood disorder. Current diagnostic methods mainly rely on sophisticated equipment and specifically trained technicians. This study aims to identify and genotype thalassemia by applying machine learning (ML) algorithms to routine blood parameters. This study recruited a derivation cohort of 31,311 individuals from four independent hospitals and developed eight machine learning (ML) models for the purpose. The performance of these models was compared using a set of evaluation metrics. An additional cohort of 2000 patients was recruited for external validation to assess the generalization of the models. The results demonstrated that the categorical boosting (CatBoost) model exhibited …

The First Year Of Assisted Dying In New Zealand Through The Lens Of Healthcare Professionals Not Directly Involved In The Process, Waqas Arshad, Aida Dehkhoda, Melissa Carey, David B. Menkes, Nicholas Hoeh, Frederick Sundram, Rosemary Frey, Gary Cheung

Research outputs 2022 to 2026

Background: New Zealand’s End of Life Choice Act 2019 was enacted in 2021, allowing terminally ill people experiencing unbearable suffering to request assisted dying if they are expected to die within six months. Healthcare professionals not directly involved in assisted dying provision may have unique perspectives on implementation, yet this remains under-explored. Methods: This qualitative study was conducted between June and November 2022. We used purposive and snowball sampling to recruit potential participants through various sources, including the Ministry of Health’s assisted dying training and communication email list. A multidisciplinary research team developed a semi-structured interview guide. The individual interviews …

Trust And Fintech: A Review And Research Agenda, James F. Devlin, Sanjit K. Roy, Harjit Sekhon, S. M.A. Moin, Mehmet Sahiner

Research outputs 2022 to 2026

The primary objective of this paper is to formulate a detailed research agenda focussed on trust in the context of FinTech. To achieve this objective, conceptualisations of trust and related constructs are reviewed, and a detailed model of trust is developed. The domain of FinTech is then introduced and is taken to include current and emerging innovations in financial services incorporating aspects of big data and AI, as well as open and decentralised finance and crypto assets. Typologies of FinTech services are also explored. Arguments concerning the importance of trust in financial services are then reviewed, along with prior studies …

Parasite Sedimentary Dna Reveals Fish Introduction Into A European High-Mountain Lake By The Seventh Century, Elena Fagín, Marisol Felip, Anton Brancelj, Pere Masqué, Jordi Catalan

Research outputs 2022 to 2026

High-mountain lakes were historically fishless due to natural barriers, but human introductions have led to widespread fish presence. Although particularly intensive during the last decades, historical documents indicate introductions in European high mountains already during the 14th and 15th centuries, but they could have occurred before, provided the intensive land use of the high mountain had started earlier. We used ancient environmental DNA from lake sediments (sedDNA) to investigate this hypothesis. Fish ectoparasites from various clades were identified using the 18S rRNA gene in the sediment record of a deep, high-mountain Pyrenean lake, with Ichthyobodo (Kinetoplastea) being of particular interest …

Population Genomics Of Pacific Herring Spawning Aggregations In The Eastern Bering Sea, Sydney A. Almgren

Fisheries

Pacific herring (Clupea pallasii) is a critical forage fish to the marine environment, economy, and culture of Alaska. However, despite the importance of Pacific herring in Alaska and throughout the North Pacific, knowledge gaps exist for foundational genomic characteristics of the species, including genetic population structure and the basis of genetic sex determination. In this thesis, I addressed these knowledge gaps using low coverage, whole genome sequencing. I assessed population structure and genetic diversity across seven sampling sites and found three genetic populations: Unalaska, the farthest south sampling location, Kotzebue, the farthest north, and a third group unassociated with geographic …

National Halo And Culture Mixing: U.S. Consumer Acceptance Of Korean Cultivated Meat Made With Seaweed Components, Mark Chong, Angela K. Y. Leung, Tricia Marjorie Fernandez

Research Collection Lee Kong Chian School Of Business

The purpose of this qualitative study was to investigate U.S. consumers’ perception and acceptance of a “culturally mixed” product – i.e., cultivated meat (beef) made with Korean seaweed components – a product that involves the blending of a foreign cultural element (Korean seaweed) with a local cultural element (cultivated beef) to create a mixed cultural representation. Subsequently, it aimed to assess if the product’s country of origin (i.e., South Korea) would influence consumer perception and acceptance. Online in-depth interviews were conducted with 20 U.S. consumers recruited through two market research companies. The interview transcripts were analyzed by two trained coders …

One Size Does Not Fit All: Contract Design In Fintech Lending, Jianfeng Hu, Changcheng Song, Gloria Yang Yu

Research Collection Lee Kong Chian School Of Business

Many fintech lenders rely on standardized contract terms to support scale and operational speed. This paper examines whether modest tailoring of loan contracts can improve credit market outcomes. We conduct a randomized field experiment with a large fintech lender that varies loan due dates relative to borrowers' salary paydays. Synchronizing repayment schedules with income cycles reduces delinquency by 29.1% in the experiment and 15.7% in the administrative data. Effects concentrate among liquidity-constrained borrowers: young, low-income, and low-creditlimit individuals. Tailored repayment timing generates substantial economic benefits: borrowers save on overdue penalties, lenders accelerate cash flows, and improved repayment increases future credit …

An Introduction To The 19th Volume, Shann Ray Ferch

International Journal of Servant-Leadership

This year’s volume of the International Journal of Servant- Leadership (IJSL) is a collaboration of heart, mind, and spirit, both personal and international, and finds its footing in what philosophers refer to as the transcendentals: beauty, goodness, and truth. The root etymology of collaboration is lovely.

On Servant-Leadership And Aging, Kathleen Patterson, Larry C. Spears

International Journal of Servant-Leadership

In 1986, at the age of 83, Robert Greenleaf wrote what would become his last published essay titled, “Old Age: The Ultimate Test of Spirit—An Essay on Preparation” (Greenleaf, 1986). That last phrase, “An Essay on Preparation,” suggests a preparation for death. And while there is an element of that aspect in the essay, the greater emphasis in Greenleaf’s final essay is upon how each of us can take steps to create a life that each of us can say as we near its end, was well-lived.

A Study On Practical Examples Of Servant-Leadership In Rural Areas Of The Province Of Herat, Afghanistan, Nasir Ahmad Rahimi, Esmatullah Jafari, Hajar Moradi, Barbara Schellhammer, Isabella Rega

International Journal of Servant-Leadership

This study investigates practical examples of servant-leadership in the rural areas of Herat province, Afghanistan. A literature review revealed a significant gap in research focusing on practical instances of servant-leadership in these regions. We employed a qualitative approach, utilizing in-depth interviews, focus group discussions, and circle reflections to collect data. Initially guided by Spears’ ten principles of servant-leadership, our data analysis led to a redefinition of both the term and its underlying principles, while remaining true to the original concept. The study identified two types of servant-leaders: traditional leaders, who inherit their roles through family status, and emerging leaders, who …