Digital Commons Network^™

Non-Invasive Glucose Monitoring Using Ppg, Ai, And Iot-Driven Mobile Integration For Real-Time Diabetes Management, Mostafa Abdelaziz, Amr Refaie

Mechanical Engineering

Diabetes mellitus patients must regularly monitor their blood glucose levels to manage glycaemia, typically requiring capillary tests at least three times daily and laboratory tests one to two times per month. These conventional methods involve finger pricking, causing significant discomfort and stress. This study introduces an innovative non-invasive glucose monitoring approach by integrating photoplethysmography (PPG) technology with an artificial intelligence (AI) algorithm, complemented by a mobile application using Flutter, IoT systems, and Firebase cloud for real-time data access. Among the AI models tested, polynomial regression demonstrated superior accuracy in glucose prediction, achieving a Mean Squared Error (MSE) of 14.76 and …

Parenting Support Groups Outcomes, Christina Howell

Graduate Research Papers

According to the American Psychological Association 48% of parents find their stress to be completely overwhelming as compared to 26% of other adults. Sixty percent of parents struggle to focus, and 41% of parents report feeling so stressed that they cannot function (American Psychological Association (APA), 2024). In this study three questions are addressed 1) Are Online parenting support groups successful at supporting caregivers and children? 2) What are the outcomes for caregivers and their children when their caregivers participate in parenting support groups? 3) Are parenting support groups successful at supporting caregivers who have experienced trauma? The findings of …

Research And Graduate Studies Annual Report, Fiscal Year 2025, Office Of Research And Graduate Studies, Illinois State University

Research and Graduate Studies Annual Report

No abstract provided.

Making The Jump: A Self-Study Of The Implementation Of Gamification And Student Discussion In Middle School Mathematics, John Pauly

Dissertations and Theses @ UNI

Middle school mathematics teaching is a complex practice that incorporates both cognitive and emotional factors (Sen, 2022). Students must have permission to get stuck and unstuck in their thinking while critically considering their approaches (Kapp, 2016), along with opportunities to engage in decision-making, deep reasoning, and discussions about mathematics (Stein et al., 1996). Gamification and game-based learning can place students in an environment where discussion, collaboration and perseverance are highly valued in overcoming challenges and achieving common goals (Kapp, 2016).

This qualitative self-study reflects on the journey of John Pauly, a middle school mathematics teacher, told through his experiences and …

Milner Library Annual Report, 2025, Milner Library Illinois State University

Reports and White Papers - Milner Library

2025 annual report for Milner Library, Illinois State University.

Exploring Associations Between Personality Type & Fruit And Vegetable Consumption, Allison Woldt, Tanya Mora, Liang Ji, Julie Jones, Jeje Noval

Loma Linda University Research Reports

Fruit and vegetable intake is vital for preserving health and avoiding chronic illnesses, yet only approximately 1 in 10 adults in the U. S. adhere to daily consumption guidelines, based on CDC data. While earlier research has examined external factors such as socioeconomic status, cultural influences, and religion as significant determinants of dietary habits, new studies highlight a crucial internal element: personality. Our research delves into this emerging area by examining the connection between personality types, derived from the Myers-Briggs Type Indicator (MBTI), and fruit and vegetable (FV) consumption. In contrast to the extensively studied Big Five personality framework, the …

The Motives For Mergers And Acquisitions And Their Implications For Research And Practice, Kris Irwin, Craig Armstrong, Paul Drnevich, Mario Schijven

Management Faculty Publications

Mergers and Acquisitions (M&A) have long intrigued scholars given their size, complexity, and frequent failure. Despite an extensive body of research on M&A, a key limitation in M&A research is the lack of focus on the motives underpinning acquisitions, which may explain frequent mixed and inconclusive results. Much of the existing literature struggles to fully capture the complex and multifaceted nature of these motives, limiting the ability to draw consistent conclusions. In this paper, we review academic and practical perspectives on M&A motives, highlighting both discrepancies and methodological challenges. Our key contributions include a comparison of theoretical and practical insights, …

Representative National Survey On Drug Use During The Covid-19 Stay-At-Home Order In The Usa, Soo-Hoon Lee, Bernadette Cullen, Alidon Athey, Calliope Holingue, Michelle R. Kaufman, Paul Nestadt, Jack Samuels, Tracy Vannorsdall, Phillip Phan

Management Faculty Publications

Objectives This study explores the drug use behaviour in the US general population in the early days of the COVID-19 pandemic with a focus on the relationship between sociopsychological factors, mobility restrictions from March to June 2020 and mental health conditions.

Design A retrospective anonymous online survey representing a cross-section of the US population in 2020.

Setting A qualified panel of 500 000 Qualtrics participants stratified by gender, race, age and geographical region to represent the US population.

Participants 3340 participants voluntarily consented to respond.

Measures Outcome measure for illicit and non-medical use of prescription drugs based on the National …

Alert During What? Beyond The "Big O" To A Culturally-Cognizant, Process View Of Entrepreneurial Alertness, Robert J. Pidduck, Daniel R. Clark

Management Faculty Publications

Entrepreneurial alertness is a psychological aptitude generally associated with aspects of nascent venturing, centered on individuals' environmental observations, the association of resources, and idea evaluation. A decade following the Tang et al. (2012) consensus construct and scale, critiques remain questioning its utility and unique value to the major conversations in entrepreneurship. Proponents put great emphasis on entrepreneurial alertness's proven association with opportunity recognition and entrepreneurial actions. Yet, critics suggest it might be an unnecessary step offering little more than a positive association with opportunity recognition in a highly generalized and static way. The purpose of this paper is to address …

A Different Risk-Return Relationship, Aydin Selim Oksoy, Matthew R. Farrell, Shaomin Li

Management Faculty Publications

We challenge the widely accepted premise that the valuation of an early-stage firm is simply the capital invested (USD) divided by the equity received (%). Instead, we argue that this calculation determines the break-even point for the investor; for example, investing USD 1.0 in exchange for a 10% equity sets a firm-level free cash flow target of USD 10.0, resulting in a 0% return for the investor. The design of our study is that of a descriptive analysis of the phenomenon, based on three assumptions: that angel investing is a two-issue negotiation, that negotiation positions are communicated sequentially from capital …

Individual Entrepreneurial Orientation: Scale Development And Validation, Daniel R. Clark, Jeffrey G. Covin, Robert J. Pidduck

Management Faculty Publications

Recent research introduced and laid the foundation for a new individual-level entrepreneurial orientation conceptualization (Ind.EO) within the entrepreneurial orientation family of constructs. Building directly from this work, this article theoretically defines a measurement model for the construct and develops and validates a scale. We define and measure disposition-based behavior constructs for autonomy, competitiveness, innovativeness, proactiveness, and risk-taking, thus providing psychometrically validated tools that support research in the burgeoning Ind.EO domain. Scale items are generated deductively from our definitions, and then tested through four data collections with academics, the lay population, entrepreneurs, and business managers. Strong validation data across these multiple …

Anime And Luxury Fashion: Studio Ghibli And Loewe's Unorthodox Brand Merchandizing, Theodore Gournelos, David Marutschke

Communication & Theatre Arts Faculty Publications

While they might seem counterintuitive to traditional concepts of “luxury,” collaborations between luxury and anime brands are a growing pattern reflecting the growth of both industries for key demographics. This paper argues that luxury brands use these collaborations to establish brand relevance and cultural connection while also positioning themselves advantageously against other brands in an increasingly social and online environment. Through a qualitative and quantitative content analysis of Instagram posts and user comments from Studio Ghibli and the Spanish luxury brand Loewe regarding their three product collaborations, we argue that there is a significant amount of room for differentiation in …

Problem-Centered Post-Secondary Computer Science Education: A Study Of The Private Artificial Intelligence Curriculum, Golnoush Haddadian, Prajwal Panzade, Daniel Takabi, Min Kyu Kim

School of Cybersecurity Faculty Publications

In response to the demand for Artificial Intelligence (AI) experts, this study introduced a curriculum development initiative. The aim was to design and implement a Private AI curriculum to understand the computer science (CS) students’ evaluations of the curricular activities and their levels of interest and motivation. Twenty-five students, a mix of undergraduates and graduates, were recruited and a scaled-down version of the curriculum was implemented. A parallel mixed-methods approach was employed. The results reinforced the significance of problem-centered curricula in CS context. Students rated the curricular activities highly and demonstrated strong motivation; however, graduates expressed more favorable view of …

Layover Start Timing Predicts Layover Sleep Quantity And Timing On Long-Range And Ultra-Long-Range Trips, Michael J. Rempe, Ian Rasmussen, Kevin Gregory, Cheyenne Johnson, Matthew Hsin, Erin Flynn-Evans, Amanda Lamp, Cassie J. Hilditch

Faculty Research, Scholarly, and Creative Activity

Study Objectives: Airline transport pilot sleep during layover is an important factor for alertness on subsequent flights. Assessing pilots' sleep on layover is an important first step in helping them obtain the most recuperative sleep possible on layover. Here, we investigate the quantity and timing of sleep during layovers and determine predictors for layover sleep. Methods: Sleep was assessed in 256 pilots flying a total of 473 long-range (LR; flight time 12-16 hours) or ultra-long-range (ULR; flight time > 16 hours) trips. Sleep was assessed using actigraphy. We employed linear mixed-effects models with layover sleep characteristics as the outcomes. The predictor …

Using A Sober Curious Framework To Explore Barriers And Facilitators To Helping Sexual Minority Women Reduce Alcohol-Related Harms: Protocol For A Descriptive Study, Tonda L. Hughes, Lauren Bochicchio, Laurie A. Drabble, Belinda Lunnay, David Whiteley, Jillian R. Scheer, Beth Meadows, Paul Ward, Carol Emslie

Faculty Research, Scholarly, and Creative Activity

Background: Globally, women consume less alcohol than men, but alcohol consumption among women has declined less in recent years than among men. Drinking rates and alcohol-related harms vary substantially across population groups of women, and sexual minority women (eg, lesbian, bisexual, and queer) are at notably high risk. An emerging body of literature suggests that in addition to minority stress (eg, stigma, discrimination), drinking norms and drinking cultures likely influence sexual minority women’s drinking. Almost no research has explored these factors as possible targets of interventions. Sober curiosity is a rapidly growing wellness movement that may be particularly salient for …

Challenging Behaviour In The Early Years: Investigating Teacher Perceptions, Gillian Anne Smith

Theses: Doctorates and Masters

An upward national trend in challenging behaviour amongst young children in Australian schools has prompted widespread concern and garnered frequent media scrutiny. Scholars have established that child-teacher relationships are central to understanding and mitigating challenging behaviour; however, exploration of teacher perceptions of children’s challenging behaviour in the early years has been limited. This study aimed to address this gap by investigating how early childhood teachers perceive and respond to young children’s challenging behaviour in Western Australia’s Kindergarten to Year 2 settings. The research was grounded in Attachment Theory and Ecological Systems Theory, highlighting the relational and environmental factors influencing teacher …

The First International Study Into The Characteristics And Statistical Effectiveness Of Treatment For Indigenous And First Nations People Who Have Sexually Offended: A Meta-Analysis And Survey Of Routine Practice, James Finney

Theses: Doctorates and Masters

Psycho-criminological literature has continued to examine post-treatment recidivism outcomes homogeneously for people who have sexually offended. Because results indicate clear differences between Indigenous and non-Indigenous people who have sexually offended, this project set out to understand the characteristics and effectiveness of treatment for Indigenous and First Nations people from four jurisdictions: Australia, New Zealand, Canada and the United States. A strategic three study strategy was implemented and resulted in a systematic narrative synthesis, meta-analysis and survey of sexual offender treatment organisations in Australia. The systematic review used a comprehensive and scientifically rigorous approach to identify studies (k = 14) that …

Early, Standardised, And Precise Treatment Of Copd Exacerbations And Covid-19, Sanjay Ramakrishnan

Theses: Doctorates and Masters

Background: Background Chronic Obstructive Pulmonary Disease (COPD) is a common chronic condition causing significant morbidity and mortality. Patients with COPD report sudden episodes of deteriorating respiratory symptoms called exacerbations, often presumed to be precipitated by infections. COPD is in the top 5 causes of death globally. COPD exacerbations drive a large proportion of these deaths. Despite this, there is no standardised model of care for the sickest patients who need hospitalisations for exacerbations. Meanwhile, treatment for COPD exacerbations continues to be guided by symptoms, instead of underlying biology. Most patients are treated with unnecessary and harmful systemic corticosteroids. During the …

Ai Characterisations And Their Legal Implications, Jerrold Tsin Howe Soh

Research Collection Yong Pung How School Of Law

This chapter examines the difficult legal characterisation problems that artificially intelligent systems raise and explores how different characterisations of artificial intelligence (AI) shape practical legal outcomes. Three reasons are offered for the legal difficulty with characterising AI. First, answers to characterisation problems are inherently subjective and perspective-driven, particularly when the subject is an intangible technological system. Second, AI technology is especially difficult to define since the field typically proceeds on inexact anthropomorphic metaphors. Third, AI characterisation problems raise difficult sub-problems, particularly in determining how autonomous an AI system is. The chapter thus argues that a range of plausible AI characterisations …

She Speaks: Amplifying Women's Voices For Wellbeing, Narelle Lemon

Reports accepted as research outputs

Executive Summary

The SheSpeaks project successfully transformed how 223 Western Australian women understand and practice self-care, demonstrating  that targeted wellbeing literacy interventions can create lasting change  in women’s relationship with their own wellbeing. Funded by the Women’s Grants for a Stronger Future program, this innovative initiative combined evidence-based workshops with authentic podcasting to challenge the pervasive cultural narrative that positions women’s self-care as selfish  or impossible.

A Tale Of Two Publishing Houses, Linda Martin

Theses: Doctorates and Masters

This research explores the use of creative nonfiction in writing an account of two publishing houses established decades apart, and demonstrates how a hybrid approach that incorporates multiple voices can contribute to the field of biographies and memoirs on publishing. Using practice-led research as its primary methodology, ‘A tale of two publishing houses’ is a creative nonfiction work that focusses on the publishing experiences of Fremantle Arts Centre Press (now Fremantle Press) in its first decade of publishing from 1975, alongside present publishing experiences of Night Parrot Press in its formative years of publishing from 2019. The accompanying reflexive exegesis …

Toward Embodied Navigation Through Vision And Language, Muraleekrishna Gopinathan

Theses: Doctorates and Masters

Embodied AI is a challenging but exciting field in which a robot learns to interact with human-living spaces to perform various tasks. This thesis studies the embodied navigation problem in which a robotic agent navigates in a previously unseen indoor environment based on a challenging task. In particular, the Vision-and-Language Navigation (VLN) task requires a robot to navigate based on a descriptive human-language instruction. This thesis aims to improve VLN agents on four key aspects - their understanding of the environment, training via additional data, correcting navigational errors, and predicting the layout of the environment for better planning.

First, we …

Family Members’ Experiences Of Post-Cardiac Surgery Delirium In The Intensive Care Unit: A Narrative Inquiry, Amber Coral Mclean

Theses: Doctorates and Masters

Aim: This study explores delirium in the intensive care unit (ICU) following cardiac surgery from the perspective of family members.

Background: Delirium is a common complication affecting 28-52% of people following cardiac surgery in the ICU, which can lead to distress for both the person and their family members. While research has been conducted on clinical outcomes of family involvement in delirium care, there is a lack of understanding of how delirium impacts the family members themselves. This study seeks to provide detailed narrative accounts of families’ experience of witnessing delirium in their loved one following cardiac surgery in the …

The Rise Of Women In Mining - How To Improve Inclusion And Diversity Through Organisational Programs, Ashley Mcgrath

Theses: Doctorates and Masters

The inclusion and diversity (I&D) of women has become a priority for organisations due to the positive association with business performance and rising expectations of employees and shareholders for fair outcomes for all genders. Improving the I&D of women is also being driven by the evolving Australian legal framework which has heightened the responsibility of organisations regarding psychological safety and the prevention of sexual harassment and sex-based discrimination. Companies operating in male dominated industries in Western Australia (WA) are under particular pressure due to lagging performance in addressing equity issues at a state level. Existing research correlates the I&D of …

Optimal Bag Valve Mask Ventilation Efficacy Of Smart Bag Ventilation Compared To Traditional Adult And Paediatric Bag Valve Ventilation During Cardiopulmonary Resuscitation, Ian Dawson

Theses: Doctorates and Masters

Background: Out-of-Hospital Cardiac Arrest (OHCA) is one of the world’s leading causes of mortality. Survival rates are low, ranging from 3.1–20.4% internationally. The most effective oxygenation method for patients during pre-hospital cardiac arrest is ventilating using a self- inflating Bag-Valve-Mask (BVM). Yet, extensive research has identified a lack of compliance with ventilator guidelines during OHCA cardiopulmonary resuscitation (CPR). As a result, clinicians often ventilate patients too aggressively using the BVM, delivering breaths excessively higher than the International Liaison Committee on Resuscitation (ILCOR) recommended rate of 10 breaths per minute (BPM). Hyperventilation can lead to complications such as aspiration, barotrauma, and …

Modified Constraint-Induced Movement Therapy After Stroke: A Process Evaluation Of Implementation In An Early-Supported Discharge Rehabilitation Service, Ashan Bimalka Weerakkody

Theses: Doctorates and Masters

Background

Modified constraint-induced movement therapy (mCIMT) improves upper limb (UL) function after stroke, but its routine delivery in rehabilitation settings remains limited.

Aims

The objectives were to determine the feasibility, acceptability, and sustainability of implementing mCIMT within an early-supported discharge (ESD) rehabilitation service, using existing resources and staffing.

Aims were to:

• Develop and deliver a multi-modal behaviour change intervention to clinicians to increase mCIMT delivery.
• Explore the acceptability of mCIMT among stroke survivors, carers, therapists, and allied health managers.
• Identify program adaptations to better suit stakeholder needs.
• Evaluate the process of implementing mCIMT in the ESD service.

Methods

This thesis …

The Role Of Game-Based Learning Simulation To Enhance Leadership In Pandemic Preparedness For Nursing Students, Scott James Andrews

Theses: Doctorates and Masters

During the COVID-19 pandemic, nurses around the world suffered with the impact of resource scarcity on the provision of quality nursing care to patients. Nursing staff were at higher risk of infection than all other healthcare workers, with working conditions during the pandemic resulting in significant staffing pressures. The challenges faced by staff during the pandemic inevitably influenced the quality and delivery of clinical education, highlighting the need for innovative solutions such as digital learning to address emerging training needs. Further, the impact of COVID-19 restrictions on clinical education has highlighted the benefits of digital learning environments as alternatives to …

Intuitions In Tort Law And Theory, James A. Macleod

Articles

This Essay highlights the many ways that ordinary conceptual and moral intuitions shape the development of tort law. It further argues that, for a range of doctrinal and institutional reasons, such intuitions deserve a central place in tort theorists’ efforts to explain, predict, justify, and reform the law of torts. Finally, given the stakes for both positive and normative tort theory, the Essay emphasizes the need for more systematic empirical research into the content and operation of people’s tort-relevant intuitions.

The Violence Of Bright Lines, Terrell Woolfolk, Kathryn E. Miller

Articles

The U.S. Supreme Court interprets the Eighth Amendment to prohibit members of certain groups from serving extreme punishments, such as the death penalty and life without parole. For example, the Court has long banned death sentences for people with intellectual disability and for those who were under eighteen years old at the time of their crime. More recently, in Graham v. Florida and Miller v. Alabama, the Court extended this reasoning to sentences of life without parole for those under eighteen—prohibiting the sentence altogether for nonhomicide crimes and barring its mandatory imposition for homicides.

Many scholars and advocates have applauded …

Decision-Making Supports And Cognitive Decline, Rebekah Diller

Articles

For persons with a range of cognitive disabilities, supported decision-making, rooted in a human rights approach to disability, has emerged as a tool that permits them to make legally binding decisions and avoid guardianship. As supported decision-making policy has evolved in the United States, state statutes have primarily focused on formal agreements through which individuals can designate trusted supporters to assist in obtaining information, processing that information, and communicating a decision. This Article argues that supported decision-making has promise for preserving the autonomy of persons living with dementia, but that the model of a supported decisionmaking agreement embodied in the …