Digital Commons Network^™

Accountability At The World Bank Group, Serge Selwan

Perspectives

No abstract provided.

Integration Of Bayesian Networks And Neural Networks For High-Dimensional Data Analysis, Cooper Schmer

Department of Electrical and Computer Engineering: Dissertations, Theses, and Student Research

High-dimensional biomedical datasets, such as omics data, present significant challenges for predictive modeling due to noise, redundancy, and computational complexity. This thesis proposes a hybrid framework that integrates Bayesian Networks (BNs) and Artificial Neural Networks (NNs) to improve classification performance of such data sets while reducing input dimensionality. Central to this work is a novel feature selection method based on d-separation, a structural property of Bayesian networks that encodes conditional independence relationships.

The proposed approach introduces a count-based d-separation metric to quantify the relevance of variables to a target outcome, along with a thresholding scheme to balance feature selection robustness …

Board Sustainability Governance And Environmental Citizenship In Global Hospitality Firms: Associations With Environmental Performance And Firm Value, Leonard A. Jackson, Kendra F. Jackson, Randall Upchurch, Danqing Liu, Michail Toanoglou, Shelby Renee Meek

Plymouth Business School

Hospitality and tourism firms are central actors in sustainable tourism transitions because their operations are resource intensive and highly visible to consumers and local communities. This study examines whether board-level governance mechanisms—board independence, gender diversity, a sustainability committee, CEO duality, and board size—are associated with environmental performance, and whether environmental performance is related to firm value in global hospitality firms. Using a panel of 10 large publicly traded hospitality companies across North America, Europe, and Asia from 2013–2022 (100 firm-year observations) and fixed-effects estimation, we find positive associations between board independence, board gender diversity, and the presence of a sustainability …

Sowing Imbalance From The Start: Power, Role Socialization, And Graduate Assistants In Ncaa Division I Power Four Athletic Departments, Kaitlin Pericak, Daniel Springer, Brittany Washington, Rachel Silva

Journal of Issues in Intercollegiate Athletics

Graduate assistantships represent early entry points into intercollegiate athletics and serve as critical sites of professional socialization. Guided by Mead’s (1934) role theory and Foucault’s (1975/1977) concept of power, this study examined how graduate assistants (GAs) negotiated their dual roles as students and employees within Division I Power Four athletic departments. Semi-structured interviews with 10 current GAs revealed how organizational expectations normalized overwork, positioned the master’s degree as a compulsory credential, and sowed imbalance that shaped participants’ identities and well-being. Findings demonstrate how GAs internalized structured constraints and reproduced organizational norms, framing overwork as a necessary rite of passage. These …

Creating Strategy-Focused Universities Using The Balanced Scorecard And Accreditation Framework, Mohammed Fayazuddin, Balaji N, Sankar Ganesh

Journal of Global Management Research

The Balanced Scorecard (BSC) is a versatile framework for performance measurement and strategic management. It has been widely successful in helping businesses and institutes of higher education (IHE) implement strategies and achieve their mission and vision by maintaining a balance between financial and non-financial metrics. Globally, numerous universities have adopted the BSC to enhance quality and address the needs of stakeholders effectively.This study explores the adoption of the Balanced Scorecard in universities, examining its advantages, prerequisites, and challenges. It also establishes a link between the four perspectives of the BSC—financial, customer, internal process, and learning and growth—and the thirty-four key …

Identifying Skill Gaps And Upskilling Priorities For C-Level Executives Using The Analytic Hierarchy Process (Ahp) Analysis, Mohamed Riyazhkhan, Mohsin Aziz, Krishna Murthy, Abdul Azeez K M, George Anthony Fernando

Journal of Global Management Research

C-level executives, or chief-level executives, play a significant role in corporate development, and their roles and responsibilities are essential for sustaining organizational effectiveness in an increasingly competitive business environment. They also constitute a fundamental component of organizational management systems (Julie & Emory, 2006). In this research, data were collected exclusively from C-level or C-suite executives (CEO, CFO, COO, and CHRO) from leading corporations in Oman and India. This study investigates three representative cases related to managerial functions across various corporate organizations. The first case examines the job descriptions associated with C-level executives, the second case explores the identification of skill …

A Critical Perspective On Artificial Intelligence's Energy Footprint And Future Research Questions For Accounting And Business Research, Dr Mansi Mansi, Rakesh Pandey

Journal of Global Management Research

No abstract provided.

Taman Kota Sebagai Ruang Publik Dalam Meningkatkan Intraksi Sosial, Reakreasi, Dan Ekspresi Budaya Masyarakat Perkotaan, Tar Isa Wulan Dari

Jurnal Sosial Humaniora Terapan

Urban parks represent a strategic form of public space that plays a significant role in supporting social life in urban communities. This study aims to analyze the role of urban parks as public spaces in enhancing social interaction, recreational activities, and cultural expression among urban residents. The research employs a literature review and descriptive analysis of relevant previous studies. The findings indicate that urban parks function as social interaction spaces that bring together diverse community groups regardless of age, social status, or cultural background, thereby strengthening social cohesion and a sense of belonging. In addition, urban parks provide recreational facilities …

Pembaharuan Hukum Memasuki Pjpt Kedua Dalam Era Globalisasi, Erman Radjagukguk

Jurnal Hukum & Pembangunan

Abstract

Using Natural Products In Patients With Cancer: More Than Chemotherapy, Gailen D. Marshall

Oxford ICSB

The fundamental goal of cancer therapy is to cure the cancer. However, the approach to that goal is complicated and varies depending upon the type and stage of the tumor as well as the clinical characteristics of the patient. Cancer treatment focused on killing the tumor has considerable comorbidities associated with each therapy. Common side effects such as systemic immunosuppression, bleeding, anemia and specific organ-based pathologies each have their own significant morbidity/mortality risk. The use of natural products, both as direct antitumor agents and as moderators/mitigators of side effects of antitumor agents has a long history. Recent studies seek to …

Socio-Legal Framework For Vulnerability: Using Public-Private Partnerships As A Tool For Disaster Management, Latisha Nixon-Jones

Pepperdine Law Review

As disasters continue to grow in size and intensity, the question arises: can governments effectively meet local and regional disaster response and recovery needs? This Article examines the history of utilizing public-private partnerships (PPPs) to enhance government functions in disaster management. The primary objective of this Article is to assess whether involving private entities in governmental roles is an effective strategy for building resilient communities and ensuring public safety, particularly for vulnerable populations. Existing literature focuses on the financial and logistical aspects of PPPs with mere mentions of legal importance. To address these failures, this Article proposes a novel socio-legal …

Create @ State 2026, Arkansas State University - Jonesboro

Create@State

Proceedings for 2026

Music Enhances Theta Brainwave Activity Regardless Of Tuning Frequency, Robert Somerville, Davis Raz, Jettson Yarborough, Luc-Shalom Kouame

Liberty University Research Week

No abstract provided.

Optimizing Itpa R178c Assays Via Hplc, Jared J. Reisnouer, Wally D. Pines

2026 Symposium

Two of the major nucleotide bases in DNA and RNA (Adenine and Guanine) are derived from the purine Inosine Monophosphate (IMP). IMP may occasionally form the noncanonical nucleotide Inosine Triphosphate (ITP) within the cell and become incorporated into DNA during replication, leading to potentially lethal errors. To combat this, human cells produce the “housekeeping” enzyme Inosine Triphosphatase (ITPA) to revert ITP to IMP. A mutation of this protein that replaces the 178th amino acid Arginine with Cysteine (R178C) is associated with a fatal infantile encephalopathy. Previous assessments of enzyme-substrate binding and catalysis for ITPA variants have been run at a …

Breastfeeding And Infant Health In Guatemala: A Systematic Review (2015–2025), Haley Gebhard, Alexandra Mixan, Manasvi Shiyani, Shaira Neupane

Liberty University Research Week

Breastmilk provides ideal nutrition for infants during early life, supporting physical growth, development, and long-term health. According to the World Health Organization (WHO), breastfeeding protects against infant illness and child malnutrition by ensuring a consistent source of energy and nutrients.1 The WHO recommends exclusive breastfeeding, which means no other liquids or solids except medicines or supplements, for the first six months of life to reduce negative health outcomes for infants and children.1 Only about 44% of infants worldwide are exclusively breastfed through six months of age, well below the WHO global nutrition target of 70% by 2030. In Guatemala, chronic …

Mental Health Consequences Of Climate-Related Hazards: A Us Case Study., Perseverance Nothando, Fadzai Nyarugwe, Wuraola Awosan

Liberty University Research Week

Background: The planet has warmed considerably over the past four decades, leading to more extreme weather events like floods, fires, and hurricanes. In the U.S., the number of climate-related disasters has surged, affecting approximately 1.7 billion people between 2010 and 2020. Projections suggest that by 2050, the U.S. population impacted by climate-related disasters could double, with a quarter of the population affected annually. Research indicates that 25% to 50% of people exposed to extreme weather events are susceptible to negative mental health consequences, such as anxiety and PTSD. This underscores the urgent need to address the psychological impact of climate …

Everything You Know About The Piano Is Wrong, Khuong Vo

Liberty University Research Week

The idea of treating the piano as an instrument capable of evoking the timbres of other instruments through variations in touch, articulation, and key velocity is a common practice in the collaborative pianist realm. However, solo pianists can learn from this approach to take their musical expression further. The focus of this study is Études-Tableaux, Op. 39 No. 9 in D major by Sergei Rachmaninoff, examined alongside its orchestral arrangement by Ottorino Respighi. As the final piece of Op. 39, the étude is a virtuosic showpiece characterized by dense textures, vivid imagery, and a largely unified rhythmic character. Its rich …

Mythological Literature And The Metamodern Turn: An Augustinian Analysis, Elyse Penton, Brady Cullins, Dennis Nicholson, Nathan Redford

Liberty University Research Week

First articulated by Timotheus Vermeulen and Robin van den Akker, metamodernism is a cultural sensibility emerging after postmodernism that describes an oscillation between modern sincerity and postmodern irony. Metamodernism is characterized by “informed naivete,” renewed emotional investment and a desire for meaning despite awareness of ambiguity. One significant feature of this cultural shift is the renewed presence of mythological narratives in contemporary literature and media. This research asks how metamodernism contributes to a resurgence of myth and how this phenomenon may be interpreted through an Augustinian “Inside Out” framework. Myth, as defined by folklorist Lauri Honko, is a narrative concerning …

Extreme Heat Exposure During Pregnancy And Adverse Birth Outcomes In Sub-Saharan Africa, Maame Yaa Okrah, Bright Agbotui, Naa Komley Commey, Raymond Suonyir, Yenigat Abate

Liberty University Research Week

Background: Extreme heat is an emerging issue in public health, given the rise in temperature globally because of climate change. Pregnant women are at risk of being adversely affected by extreme heat, as changes in body physiology during pregnancy compromise its ability to regulate temperature. Recent studies have shown that exposure to extreme heat is associated with adverse birth outcomes, including preterm birth and low birth weight. However, in Sub-Saharan Africa, there is limited evidence. This study sought to examine the potential association of extreme heat exposure in pregnancy with adverse birth outcomes in Sub-Saharan Africa.

Methods: This study undertakes …

Standing Firm: The Theological Significance Of Στήναι / Στῆτε In Ephesians 6:10–20, Angela Brown

Liberty University Research Week

Building upon prior research that examined the armor of God as an expression of divine empowerment in Ephesians 6:10–20, this study offers a focused syntactical and discourse analysis of Paul’s repeated use of ¿st¿µ¿ (st¿¿a¿ / st¿te). Particular attention is given to the aorist infinitive st¿¿a¿ (6:11, 13) within purpose constructions (p¿¿¿ t¿ d¿¿as¿a¿ ¿µ¿¿ st¿¿a¿) and the aorist imperative st¿te (6:14), evaluating their aspectual force and imperatival nuance. Rather than conveying punctiliar or once-for-all action, the aorist forms are interpreted within current verbal aspect theory as undefined in internal temporal structure but rhetorically urgent, summoning decisive, covenantal resolve. The …

Joy Under The Sun: Ecclesiastes And Existential Positive-Psychology, Alexander Lee, Clayton Hess

Liberty University Research Week

Christian counselors can benefit from theological research into effective counseling theory and practice. Biblical wisdom literature has been long overlooked as an effective tool in biblically-informed counseling. Biblical wisdom parallels recent trends in positive-psychology toward emphasizing holistic human flourishing (Hawkins, 2026). Further, interpretations of Ecclesiastes can parallel existentialism, with similar emphases on coherence and meaning-making (Keefer, 2019). In Lee’s (2012) discussion of Ecclesiastes, flourishing is pinpointed in qohelet’s treatment of joy. Lee develops a theology of enjoyment based on qohelet’s diagnosis of the human condition, his description of humanity’s position in relationship with God, and his meditation on injustice. In …

Vicarious Trauma And Compassion Fatigue Among Counselors Serving Law Enforcement Populations, Makayla Thompson

Liberty University Research Week

Approximately 98% of clinical therapists report treating clients who have experienced at least one traumatic event (Bride, 2007). Research has established associations between clinical work with trauma-affected populations and increased vulnerability to vicarious trauma (VT) and compassion fatigue (CF) among counselors (Armes et al., 2020; Rayne et al., 2020). VT refers to cumulative and enduring changes in a clinician’s cognitive schemas resulting from sustained empathic engagement with clients’ traumatic experiences (McCann & Pearlman, 1990). CF describes emotional and physical exhaustion that diminishes a clinician’s capacity for empathy and compassion, often understood as the cost of caring for those suffering (Figley, …

The Effect Of Hormonal Contraceptives On Acl Tear Incidence: A Critically Appraised Topic, Ellen Jones, Bethany Lyons

Liberty University Research Week

Context: Female athletes are at an elevated risk for ACL injuries due to fluctuating hormones throughout the menstrual cycle, along with anatomical and neuromuscular factor such as an increased Q angle, intercondylar notch size, joint laxity, muscular size, and landing mechanics. Hormonal contraceptives are widely used in female athletes not only for contraception but also to regulate menstrual cycle and menstrual related symptoms by stabilizing hormonal fluctuation. Fluctuations in menstrual hormones have also been shown to influence knee laxity, which is considered one of the strongest risk factors for ACL injury. This leads to the clinical question, “Do hormonal contraceptives …

Barriers To Breastfeeding In Marginalized Communities In The U.S, Naa Komley Commey, Wuraola Awosan

Liberty University Research Week

Background: Breastfeeding is widely recognized as the optimal method of infant nutrition, offering numerous health benefits for both mothers and infants. Breastfeeding initiation and continuation rates in the U.S. vary significantly based on factors such as age, income, education, and race, because marginalized communities encounter various barriers that hinder breastfeeding success. Addressing these barriers is crucial for promoting breastfeeding as a public health imperative. This study aims to investigate the primary barriers to breastfeeding in marginalized populations in the U.S.

Methods: PubMed, Scopus, and ScienceDirect databases were searched using predetermined search terms for literature published between 2020 and 2025. The …

Impact Of Family On Child Nutritional Health: A Literature Review, Julia Randall

Liberty University Research Week

Background

The nutrition habits of children depend entirely on the influence of parents via imitation, which has many implications for a child’s health and well being. A review of literature can effectively understand current health status and direct intervention efforts to reach children through parental education.

Methods

Articles for the review were selected based on rigorous inclusion and exclusion criteria, resulting in 19 articles for analysis. 149 articles from CINAHL Ultimate or ProQuest databases written within the last four years began the evaluation process, which utilized a PRISMA research reporting system (Moher et al., 2009).

Results

Through the development of …

Systematic Review On Tertiary Policies And Programs For Survivors Of Intimate Partner Violence In The U.S. (2020-2024), Brittany Carman, Haley Gebhard, Krista Coipel, Raymond Suonyir

Liberty University Research Week

Background: Intimate partner violence (IPV) affects 1 in 4 women and 1 in 7 men in the United States, yet tertiary interventions supporting survivors remain understudied compared to primary and secondary prevention efforts. This systematic review identifies and evaluates existing tertiary prevention programs and policies addressing IPV in the U.S., focusing on their effectiveness in reducing IPV-related fatalities and promoting survivor recovery, safety, independence, and long-term stability.

Methods: This study systematically reviewed literature published January 2020-December 2024 across five leading journals using the Scopus database. From 861 initial results, 24 articles met inclusion criteria following PRISMA guidelines.

Results: Interventions clustered …

Reframing Treatment For Binge Eating Disorder: Integrating Physical, Psychological, Behavioral And Spiritual Domains To Improve Treatment Outcomes, Lily Carone

Liberty University Research Week

Binge Eating Disorder (BED) is the most prevalent eating disorder and is frequently treated using interventions designed for Bulimia Nervosa (BN and Anorexia Nervosa (AN). In fact, many programs treat clients with BED, BN, and AN in the same milieu with similar interventions. As a result, specific clinical issues are not addressed, so many clients with BED exit treatment prematurely with little to no improvement in symptoms. Traditionally, interventions for BED have been universally prescribed and include food exposure to decrease binges and cognitive behavioral therapy to improve negative self-image without addressing other important aspects of BED such as weight-related …

Annual Archaeology Update: The Valley Of Kings, Sophia Shapiro

The Penguin Review

There can be no contest for the Review’s annual archaeological highlight for 2025. Exactly one hundred years after Egyptologists discovered the tomb of King Tutankhamun (King Tut) in the Valley of Kings, archaeologists discovered a series of steps buried by rockfall.

New Ways To Address The Plastic Problem, Andrew J. Hanna

The Penguin Review

Since 1950, the world has produced some 9.2 billion metric tonnes of plastic.1 Other sources place the total closer to ten billion metric tonnes Furthermore, nearly 500 million tonnes of new plastic are manufactured each year– a figure that's projected to increase to 1.2 billion tonnes by 2060.2 The environmental effects of all this plastic production and pollution are disturbing. Because most plastics are synthetic–meaning they contain "no molecules found in nature"– they can't decompose. Instead, they just break down into smaller and smaller pieces, becoming microplastics (less than five millimeters (5 million nanometers) across) and then nanoplastics (less than …

The War On War: Desensitization's Effects On Society's Moral Fabric, Chelsea E. Johnson, Andrew J. Cudden

The Penguin Review

In an era of constant connectivity, violence is no longer distant or intermittent. Wars, political repression, mass shootings, and humanitarian crises now unfold in real time, shared instantly through twenty-four-hour news cycles and social media. Never before has global suffering been so visible. Yet this unprecedented access has failed to produce sustained moral urgency or collective responsibility. Instead, violence becomes increasingly utilised as fleeting content–viewed, shared, and then displaced by the next trending event. This paradox raises a pressing ethical question: how can a world more informed of suffering become so morally disengaged from it?