Digital Commons Network^™

Machine Learning For Early Obesity Risk Prediction, Giuseppe Cutugno

ICT

Obesity is a major global public health concern, with significant implications for individual health, healthcare systems, and wider economic outcomes. Early identification of obesity risk can support preventive strategies and encourage healthier lifestyle choices before health conditions become more severe. This project develops a machine learning framework for estimating obesity levels using data relating to individuals’ physical characteristics, eating habits, lifestyle behaviours, and demographic factors. Following the CRISP-DM framework, the project examines the structure and limitations of the dataset, including its mixture of objective measurements, survey-based variables, and synthetically generated observations. Two modelling approaches are considered, one including BMI as …

Mechanical Fractionation Of Wheat Middlings For Application In Pyrolysis And Animal Feed, Okwudili I. Obiakor

Dissertations, Master's Theses and Master's Reports

Wheat middlings are grain byproducts that are underused for bioenergy production despite having a high lignocellulose content. Its use as a feedstock for catalytic pyrolysis depends on effective and sustainable fractionation to enhance efficiency and product yield. This study tested mechanical pre-fractionation (sieving and air classification) to reduce ash content of certain fractions to < 1% for catalytic pyrolysis and enrich nutrient levels of other fractions for feed applications. Wheat middlings were separated into 11 fractions using screen sizes from 106 µm to 1651 µm, and the composition of each fraction was characterized (ash, protein, structural carbohydrates, lignin, starch, and simple sugars). For cyclone separation, a full factorial design was used to study the effect of air velocity (15,18, 20 m/s) and feed rate (33, 35, 38 kg/h) on the amount of material collected in the underflow and overflow, and the composition of these fractions was characterized. Sieving showed a pronounced segregation of ash content, from 4.5% to 6.5% in wheat middlings fractions, with 5.7% being the lowest for coarse fractions which has higher lignocellulose content, and 4.5% in the fine fraction (150-212 µm). The same defined enrichment was observed in all nutrients except for protein. Starch enrichment zone were defined in the fine fractions (212 µm and below), for structural carbohydrates and lignin in the coarse fractions (600 µm and above), and for ash in coarse fractions (1180-1651 µm). In contrast, protein content was not significantly different between various fractions (p value=0.787). The fiber rich fraction (> 600 µm), suitable for pyrolysis, which have a composite ash value of 6.0% can be sorted and mixed with intermediate fractions to reduce ash to 5.3% and the remaining fractions rich in digestible nutrients used for animal feed formulation. Compared to sieving, cyclone separations did not …

Digital Technology And Women’S Health In Nigeria: A Feminist Sts Walkthrough Analysis Of Mdoc Digital Health, Edith Michael Ogbodo

Dissertations, Master's Theses and Master's Reports

This thesis critically examines how a Nigerian digital health platform, mDoc, represents and constructs women’s health. Drawing on Feminist Science and Technology Studies (STS) and Light et al.’s (2018) walkthrough method, the study interrogates the values, assumptions, and power relations embedded in mDoc’s design, language, and governance structures. The analysis reveals that mDoc, despite positioning itself as an equitable solution to Nigeria’s health crisis, reproduces and depoliticizes the structural inequalities it claims to address. Through its neoliberal emphasis on self-care, the individualization of structurally produced suffering, and the datafication of women’s bodies, the platform encodes gendered, colonial, and class-based assumptions …

Public Perception Of Environmental Contamination And Its Implications For Fish And Community Health In West Bengal, India, Libia Hazra

Dissertations, Master's Theses and Master's Reports

In West Bengal, India, the highest fish-consuming state in the country, fish are woven into everyday life, including ceremonies of birth and marriage, prayers offered during harvesting and the cultural memory of communities whose identities are inseparable from aquatic life. However, the rivers, wetlands, and ponds that sustain these fish-human relationships are increasingly threatened by environmental contamination resulting from industrial discharge, agricultural runoff, and inadequate environmental management. Understanding how communities perceive these environmental changes is essential for developing effective conservation and public health strategies.

In collaboration between the Indian Institute of Technology (ITT) Kharagpur, India, and Michigan Technological University (USA), …

Targeted And Screening Based Approaches To Analyze Drm Transcriptional Repressor Complex Activity In Caenorhabditis Elegans, Emily Washeleski

Dissertations, Master's Theses and Master's Reports

The molecular machinery that control the eukaryotic cell cycle, specifically the processes that mediate the switch between cellular division or quiescence, are essential for cellular and organismal viability. However, how the same machinery integrates with developmental or differentiation programs is less well understood. In Caenorhabditis elegans, the 8-subunit DRM complex (for Dp, Rb and MuvB), whose subunits belong to the Synthetic Mulitivulva (SynMuv) B class genes, is a central regulator of the cell cycle but also prevents inappropriate cell fate specification. The conserved mammalian DREAM complex (for Dp, Rb, E2F, And MuvB) is best known as a transcriptional repressor …

Applied Forest Restoration And Conservation In Michigan: Advancing American Beech Restoration And Documenting A Historical Insect Collection, Thomas E. Panella

Dissertations, Master's Theses and Master's Reports

Forest restoration and conservation require both practical management approaches and the preservation of biological resources that support future research. This dissertation presents applied research conducted in Michigan that advances American beech (Fagus grandifolia) restoration in response to beech bark disease (BBD) while documenting an important historical entomological resource. Chapters 1–3 focus on overcoming practical barriers to American beech restoration. Restoration protocols were developed and refined for identifying BBD-resistant trees, graft propagation, rootstock collection, container production, and the field establishment of grafted BBD-resistant trees. A greenhouse experiment evaluated the influence of growing media and fertilization on container stock quality, …

Exploring The Prevalence Of Eating Disorders, Low Sex Drive, And Exercise Compulsion Among Professional And Non-Professional Elite Male Rugby Union Players, Gary Sweeney, Siobhain Mcardle, Danielle Logue, Nessan Costello, Kieran Collins

Research Outputs: 2025-Present

Rugby union exhibits large variations in the idealised player physical profiles across positions. The pursuit of physique ideals with limited professional support can influence eating disorder symptomology, exercise compulsion, and low sexual drive. The primary aims were to (1) explore the prevalence of elite male rugby union players who are at risk for eating disorders, low sex drive, and exercise compulsion, and (2) explore the relationship between risk and players’ professional status, weight, age, and playing position. A secondary aim was to explore the nutritional service support and dietary monitoring practices experienced by the players. Participants were recruited from four …

Sustainable Development And Faith, Tony Kealy

Research Outputs: 2025-Present

The contribution of faith-based input to the broader idea of sustainable development has not been widely acknowledged in the traditional sense; however, recent global events suggest it may warrant further exploration. This qualitative study examines how faith-based activities, such as missionary work, have historically and can continue to contribute significantly to the environmental, economic, and human/social aspects of organizational decision-making. The focus is on the Catholic faith, specifically the role played by the Irish-based Medical Missionaries of Mary religious congregation in the mid-to-late twentieth century. An initial literature review was conducted to gather information from various sources to define sustainable …

Growth And Sustainability Of Ash Tree Replacements In Twin Lakes, Iowa, Emma Larsen

Honors Program Theses

The significant loss of mature ash trees at Twin Lakes Bible Camp (TLBC) has motivated efforts to restore green spaces by planting replacement trees. In summer 2024, 32 trees representing eight unique species were planted, and their overall health and site suitability were evaluated to inform future replanting efforts in summer 2025. The five soil series present at TLBC (Canisteo, Clarion, Webster, Okoboki, and Nicollet) were evaluated by soil chemistry testing through x-ray fluorescence spectrometry. This study presents site-specific data of tree growth measurements, visual health assessments, and soil compatibility analyses to identify practical recommendations for improving restoration success. The …

The Impact Of Defunding The Supplemental Nutrition Assistance Program Education (Snap-Ed) In Louisiana, Virginia Bordelon, Senlin Chen, Yuxin Nie, Denise Holston, Jessice Stroope

Distinguished Undergraduate Researcher Program

The Supplemental Nutrition Assistance Program Education (SNAP-Ed) was a federally funded initiative that aims to improve nutrition knowledge, promote physical activity, and provide education through Policy, System, and Environmental (PSE) strategies. This study examined the relationship between the defunding of SNAP-Ed and how nutrition and physical activity were affected among low-income families. Data for this study originated an interview with a Department of Children and Family Services (DCFS) economist, an interview with SNAP-Ed field agent, and survey responses from 32 adult participants familiar with SNAP. The SNAP recipients use the education program resources to assist in healthy recipes, physical
education …

A Simple Statistical Tool To Correct The Daily Temperature Effect On Dielectric Soil Matric Potential Sensor Readings, Sebastián Bravo Peña, Meindert Commelin, Ole O. Wendroth

Plant and Soil Sciences Faculty Publications

High-resolution time series recorded by soil water dielectric sensors are often affected by other processes. Dielectric soil matric potential sensors, such as the TEROS 21, exhibit temperature sensitivity, resulting in deviations of readings from the true value due to soil temperature fluctuations. However, methods for correcting this effect remain limited. The objective of this study was to create a straightforward, scale-based statistical approach to mitigate the influence of daily temperature oscillations on matric potential dielectric readings. The temperature sensitivity correction function (TSCF) identifies, quantifies, and smooths diurnal fluctuations caused by soil temperature dynamics. We provide a detailed description of the …

Applying Photovoice To Uncover Fundamental Causes Of Health Inequality In Local Health Contexts, Marisa Booty, Madelyne G. Culbertson, Mason Taylor, Dakota Heise, Heather Stone, Katherine Leanne Kommer, Jennifer Gulley, Jeanette Hart, Christina Nentwick, Margaret Mcgladrey

Sociology Faculty Publications

Introduction: Participatory action research methods like Photovoice are uniquely equipped to identify structural determinants of health based on lived experiences of how they influence proximal and distal population health outcomes. This study uses Photovoice data to examine how structural determinants impact community health needs.

Methods: Qualitative thematic analysis used focus group discussion data (25 transcripts) from four Kentucky counties that embedded Photovoice into their local health department community health assessment processes. Coded excerpts were examined for ways in which participants' community health concerns reflected structural issues rather than individual health behaviors.

Results: Participants perceived issues such as houselessness, food insecurity, …

Kinase Signaling In Liver Disease Via Clinical-Trial-On-A-Pamchip: A Distinctive Methodology For Drug Mechanisms And Personalized Medicine, Zachary A. Kipp, Evelyn A. Bates, Genesee J. Martinez, Wang-Hsin Lee, Sally N. Pauss, Terry D. Hinds, Jr.

Pharmacology and Nutritional Sciences Faculty Publications

The utilization of extensive datasets, such as those generated by DNA or RNA sequencing, has become a central focus in drug discovery and personalized medicine (PerMed). Nonetheless, these datasets are constrained by the absence of protein-functionality testing, which affects physiological responses. In this study, we employed PamGene PamStation technology to quantify protein function by kinase activity across more than 500 signaling pathways from patients with hepatocellular carcinoma (HCC). Using proteins derived from nine patients and five human HCC cell lines for drug discovery and the clinical trial-on-a-chip approach, we developed comprehensive PerMed scores from the PamStation data to differentiate individual …

Adipose Tissue-Derived Small Extracellular Vesicles In Plasma Reveal Molecular Circuitries Underlying Glucose Intolerance, Shalini Mishra, Yixin Su, Ashish Kumar, Sangeeta Singh, Brian S. Finlin, Fang-Chi Hsu, Jingyun Lee, Cristina M. Furdui, Philip A. Kern, Swapan K. Das, Gagan Deep

Internal Medicine Faculty Publications

Objective: Glucose tolerance (GT) is a major effector for adipose tissue (AT) remodeling in obesity, yet its molecular mechanisms remain incompletely defined. We hypothesized that the biophysical and molecular profiles of AT-derived small extracellular vesicles (sEV^AT) change in response to glucose availability and differ by GT status.

Methods: sEV^AT were isolated from plasma of individuals with normal GT (NGT) and impaired GT (IGT) (n = 5/group) at fasting (0 h) and 1 h post glucose challenge during oral glucose tolerance test (OGTT). sEV^AT were characterized for size, concentration, surface expression of insulin receptor-α (INSRα), proteome, …

Disability As A Critical Element In Exploring The Racial Wealth Gap, Nanette Goodman, Montserrat Avila-Acosta, Fitore Hyseni, Peter Blanck

The Lender Center for Social Justice

This report examines the racial wealth gap for people with disabilities in the United States. While the racial wealth gap is well-documented, with the median White household having a net worth 7-10 times higher than the median Black household, the wealth gap experienced by people with disabilities remains less explored. Recent data show that households without disabilities possess, on average, 6 times the net worth of households led by a working-age person with a disability. Wealth, defined as total household assets minus total liabilities, is a comprehensive measure of economic well-being and social stratification, and it has wide implications, including …

Student Wellness: Exploring The Role Of Faculty In Implementing Effective Supports For Mental Well-Being And Academic Performance In Community College Dental Hygiene Education, Bernadette Heather Smith

Dissertations

Purpose: The purpose of this phenomenological, comparative study was to identify and describe effective supports used by dental hygiene faculty and their role in the mental well-being and academic performance of community college dental hygiene students.

Methodology: Two Southern California community college dental hygiene programs were selected for this phenomenological study to identify the use of faculty supports. A purposeful sampling strategy was applied to these populations to identify participants in specific selection criteria. Twenty-one participants, who consisted of five faculty members and five or six 2nd-year students from each school, were selected. Data were collected by conducting individual interviews …

Smarter Nutrition: Right-Sizing Nutritional Monitoring In Patients On Crrt, David Zolezzi, Elizabeth Journey, Jayne Walters

2026

No abstract provided.

Arfid, Children's Health School Services

School Guides

Educator guide about how to support students with avoidant restrictive food intake disorder or ARFID.

Bridging Clinic To Home: The Development Of A Caregiver Education Program To Support Home Carryover Of Feeding Interventions, Rachel Adams

OTD Capstones

Abstract

Objective Caregivers of children with pediatric feeding disorders or difficulties face stressful emotions within the context of feeding. There is an identified gap in pediatric outpatient occupational therapy and the educational resources they provide to caregivers related to feeding. To address this, the capstone project aimed to develop and integrate an evidence-based caregiver education program into the capstone site’s feeding therapy model to make a more well-rounded and all-inclusive feeding therapy program. Methods Two caregiver surveys were sent out along with a staff survey to identify the needs of the site and the caregivers of the clients and to …

The Impact Of Hot V. Cold Water Immersion On Post-Exercise Recovery, Cameron Moss, Aaron Krukemeyer

Williams Honors College, Honors Research Projects

Muscle recovery following exercise-induced soreness has been the focus of extensive research and debate, with Cold Water Immersion (CWI) and Hot Water Immersion (HWI) emerging as two of the most widely used modalities. The purpose of this study was to compare the effects of CWI and HWI on muscle recovery by determining changes in maximal force production of knee extension, range of motion (ROM) of the hip joint in flexion, extension, and abduction, and subjective muscle soreness using a validated Likert scale. Seven male recreational athletes participated in hot and cold-water immersion, and passive recovery. Despite thorough data collection, the …

The Moderating Effect Of Workplace Generations And Industry 4.0 Technology On The Relationship Between Self-Determination Factors And Gen Z’S Turnover Intentions, Josh Kauffman

Doctor of Business Administration (DBA)

This study investigated relationships among the three factors of self-determination theory (SDT)—autonomy, competence, and relatedness—and Generation Z’s engagement with Industry 4.0 technologies and employee turnover intentions within the U.S. manufacturing sector. Specifically, it evaluated whether SDT factors and technology adoption differentially influence turnover intentions for Generation Z compared with other cohorts, while examining effects of specific technologies and their interaction with motivational variables. A quantitative research design employed survey methodology and random sampling of full-time manufacturing employees across the United States. Data were collected anonymously over a 2-week period using validated instruments, including the Basic Psychological Need Satisfaction for Technology …

The Divide Of Women’S Health: Systematic Thinking Of Women, Tasfia T. Howlader

Honors Theses

Women’s health has constantly been changing- from public health infrastructure to health policies, and even medical advancements. Yet, the struggles are persistent within the gaps present in women’s health. The Socio-Ecological Model (SEM) explains interactions between different levels of relationships, which result in health outcomes that vary from individual factors to environmental factors. Applying the SEM to describe health disparities can help explain how the relationships an individual has influenced their health. This project serves to exemplify these different levels while discussing the tailoring of services to the needs and the importance of populations based on their experiences. Specifically, adhering …

Calcinosis Cutis In A Young Patient With End-Stage Renal Disease: A Severe And Morbid Complication, Gopi Mulaka, Babu Shaik, Jaya Surya Manimekalai, Durga Dandu, Rupali Prabhukhot

North Texas GME Research Forum 2026

BACKGROUND/ INTRODUCTION: Calcinosis cutis is a rare but serious complication of end-stage renal disease (ESRD), often related to disordered calcium–phosphate metabolism. It can lead to significant morbidity, recurrent infections, and challenging management decisions.

CASE PRESENTATION: We present a 23-year-old male with ESRD on hemodialysis, hypertension, anemia of chronic disease, and a left upper extremity arteriovenous fistula who developed progressive pain, swelling, and purulent drainage involving the left third and fourth digits. Imaging revealed extensive soft tissue calcifications consistent with calcinosis cutis. His hospital course was complicated by recurrent infections, osteomyelitis, and gangrene despite antibiotic therapy and wound care, ultimately requiring …

Outcomes After Orif Of Closed Bimalleolar And Trimalleolar Ankle Fractures In Patients With Autoimmune Disease, Mckenna Box, Troy B. Puga, Lachlan Anderson, Alyssa Kozlowski, John T. Riehl

North Texas GME Research Forum 2026

Background: Autoimmune disease is associated with chronic systemic inflammation, immunosuppressive therapy, and increased medical comorbidity, which may influence postoperative outcomes following fracture fixation. Data evaluating outcomes after ankle fracture surgery in this population remain limited. We hypothesized that autoimmune disease would be associated with higher postoperative complication rates following open reduction and internal fixation (ORIF) of closed ankle fractures.

Methods: We performed a retrospective cohort study using a multi-hospital dataset (2017-2025) to identify adult patients undergoing ORIF for closed bimalleolar or trimalleolar ankle fractures. Patients with autoimmune disease were propensity score matched 1:2 to patients without autoimmune disease based on …

Cost Effectiveness Of Lifestyle Program For Diabetes Remission In The Era Of Glp-1, Prasanthi Tondapu, Haasini Sunkavalli, Micaela C. Karlsen, Kara L. Staffier, Kathryn J. Pollard, Surabhi Naik

North Texas GME Research Forum 2026

BACKGROUND: GLP-1 receptor agonists are popular for managing type 2 diabetes (T2D) and obesity but are costly and can result in side effects including weight rebound. Intensive therapeutic lifestyle change (ITLC) programs present an effective alternative, facilitating an HbA1C (A1C) less than 6.5% for 3 months without medication and long-term weight control.

CASE PRESENTATION: We present a 69-year-old Black man with T2D, hypertension, chronic kidney disease, obesity, and sleep apnea. In 2023, he was hospitalized with a blood glucose of 800 mg/dL and A1C 10.8% and discharged on insulin. And, with a BMI of 32 kg/m2 and weight of 238.6 …

Town Of Lempster, New Hampshire, Incorporated 1767, Annual Reports For The Year Ending December 31, 2025, Lempster Town Representatives

Lempster, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

Factors Associated With The Atherogenic Index Of Plasma Among Workers At A National Respiratory Hospital In Jakarta, Muhammad Abror Rizani Fahmi, Herqutanto Herqutanto, Iqbal Mochtar, Dewi Yunia Fitriani, Marsen Isbayuputra, Resultanti Resultanti, Ariningsih Ariningsih

Occupational and Environmental Medicine Journal of Indonesia

Background Cardiovascular diseases (CVD) represent the primary cause of mortality globally. The atherogenic index of plasma (AIP) can predict the risk of CVD more accurately than other indices. Hospital workers are at risk of developing CVD. There are several factors that can influence the AIP. No studies have specifically investigated these associations in Indonesia, particularly regarding the AIP in hospital workers. This study aims to determine factors associated with the AIP among workers at a national respiratory hospital in Jakarta.

Methods This cross-sectional study collects data from the medical check-up records of workers at Persahabatan Hospital in 2024, who met …

Scaling Up Health Literacy Practices Through A Champion Program, Cameron Stine, Kelli Williams, Diana Montoya, Leslie Moore, Carol Howe

2026

This poster describes the development and expansion of a Health Literacy Champion Program designed to improve the consistent use of health literacy best practices across a healthcare organization. The program successfully expanded from ambulatory nursing to 13 disciplines, using champion training, newsletters, clinical observations, and peer influence to promote plain language communication, information chunking, and teach-back techniques that support patient understanding and safety.

Nativity And English Language Use In Relation To Undiagnosed And Diagnosed Diabetes In U.S. Adults, Aliya Kuerban Phd, Fnp-Bc, Ms, Ma, Rn

Nursing: Faculty Presentations

Introduction and Objective: Diabetes detection varies across demographic and immigration-related groups. Foreign-born adults and individuals with limited English proficiency may be less likely to have diabetes identified, even when the disease is present. This study examined demographic, socioeconomic, and immigration-related correlates of undiagnosed and diagnosed diabetes among U.S. adults.

Methods: Data from the National Health and Nutrition Examination Survey (NHANES, 2011-2023) were analyzed using survey-weighted multinomial logistic regression. Diabetes status was categorized as no diabetes, undiagnosed diabetes, or diagnosed diabetes based on self-report and laboratory criteria. Models sequentially adjusted for age, sex, race/ethnicity, nativity, English language use, income, and education. …

Does One Size Fit All? Well-Being Environmental Assessment Criteria In Low- And Middle-Income Aging Communities In Thailand, Sujitra Jiravanichkul, Sarin Pinich, Atch Sreshthaputra, Trirat Jarutach

NAKHARA (Journal of Environmental Design and Planning)

The effectiveness of well-being environment assessment criteria for aging communities in diverse contexts, particularly in developing countries, remains underexplored. This study aimed to fill this gap by employing Thailand Well-Being Environment and Age-Friendly Communities criteria to assess the living environment of 15 low- and middle-income aging communities in Thailand and determine their well-being status. The results of the overall quantitative assessment showed an average score of 60.78/100. Findings indicated high scores in categories such as healthy food environment, community open space, community asset, and street lighting, indicating a strong foundation for the well-being of low- and middle-income communities. Medium-scoring categories …