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Bridging Knowledge Gaps In Digital Forensics Using Unsupervised Explainable Ai, Zainab Khalid, Farkhund Iqbal, Mohd Saqib Jul 2025

Bridging Knowledge Gaps In Digital Forensics Using Unsupervised Explainable Ai, Zainab Khalid, Farkhund Iqbal, Mohd Saqib

All Works

Artificial Intelligence (AI) has found multi-faceted applications in critical sectors including Digital Forensics (DF) which also require eXplainability (XAI) as a non-negotiable for its applicability, such as admissibility of expert evidence in the court of law. The state-of-the-art XAI workflows focus more on utilizing XAI tools for supervised learning. This is in contrast to the fact that unsupervised learning may be practically more relevant in DF and other sectors that largely produce complex and unlabeled data continuously, in considerable volumes. This research study explores the challenges and utility of unsupervised learning-based XAI for DF's complex datasets. A memory forensics-based case …

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What Approaches Can A Preschool Teacher Use To Support Their Students’ Emotional Regulation Skills?, Lydia Caldwell Jul 2025

What Approaches Can A Preschool Teacher Use To Support Their Students’ Emotional Regulation Skills?, Lydia Caldwell

School of Education and Leadership Student Capstone Projects

Emotional regulation is a foundational skill in early childhood, closely linked to social skill development, mental well-being, and long-term academic success. Throughout this paper, researcher Lydia Caldwell explores the following question: what approaches can a preschool teacher use to support their students’ emotional regulation skills? Drawing from both literature and personal classroom experiences, this project was created with the author’s profession in mind. As a special educator who works with preschool students, Caldwell sees firsthand the amount of children struggling with emotional regulation, also referred to as self-regulation. The project will result in a series of flyers which serve as …

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The Influence Of Supported Mainstream Classes On High School Special Education Students' Social And Emotional Learning, Clare Murr Jul 2025

The Influence Of Supported Mainstream Classes On High School Special Education Students' Social And Emotional Learning, Clare Murr

School of Education and Leadership Student Capstone Projects

This study investigated how participation in supported mainstream classes influences social and emotional learning outcomes of high school special education students. The project was a result of the research done to answer the question: When high school special education students participate in supported mainstream classes, how are their social and emotional learning outcomes influenced? A comprehensive literature review revealed that integration of special education students into the mainstream classroom benefits their social and emotional development; however, unsupported inclusion often results in isolation and peer rejection. Effective co-teaching partnerships, that use the combined expertise of general and special education teachers, can …

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Using Fables To Enhance Social Emotional Learning, Eric Albers Jul 2025

Using Fables To Enhance Social Emotional Learning, Eric Albers

School of Education and Leadership Student Capstone Projects

The research question guiding this project is: How can we use fables to strengthen SEL connections with our students and families while enhancing the relationship between character development and life skills? The project addresses growing concerns about student anxiety, depression, and social disconnection while recognizing schools' expanding role in mental health. This work builds upon literature on home-school partnerships, bibliotherapy, and culturally responsive pedagogy, including research on fable comprehension, CASEL's SEL framework, and "funds of knowledge" that honor diverse cultural perspectives.The methodology involved developing a curriculum unit that integrates fables into the existing CharacterStrong SEL program through a Universal Design …

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Solid Waste Education For Fourth Grade Students In Washington County, Minnesota, Jessica Hall Jul 2025

Solid Waste Education For Fourth Grade Students In Washington County, Minnesota, Jessica Hall

School of Education and Leadership Student Capstone Projects

The topic of environmental education has grown in recent years, but this study discovered that there is a lack of education focused on solid waste. Four key themes were explored in the current literature: climate anxiety, place-based education, social-emotional learning, and behavior change. This paper is not a research study, but rather a summary of previous research with a discussion of the current situation supporting the need for, and process of, this project’s development. The guiding questions for developing this project are: How can 4th-grade students and teachers in Washington County, Minnesota, perceive the impact of solid waste education lessons …

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Promoting Environmental Literacy And Stewardship Through Interdisciplinary Teaching, Eric Wadnal Jul 2025

Promoting Environmental Literacy And Stewardship Through Interdisciplinary Teaching, Eric Wadnal

School of Education and Leadership Student Capstone Projects

Some of the most pressing issues the current generation is experiencing are related to the environment. Teachers, regardless of discipline, must be prepared to equip students with the knowledge, skills, and attitudes required to solve these issues. Environmental education (EE) is critical for promoting environmental literacy and stewardship. Therefore, this paper explores the research question: How can environmental education be applied to interdisciplinary learning that emphasizes community and builds meaningful connections to the local environment? The impact of connecting students to local environments and communities demonstrates the need for EE approaches that are contextually relevant, participatory, and interdisciplinary. To support …

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Fostering Resilience Through Near Peer Mentorship In Elementary School, Bway Paw Jul 2025

Fostering Resilience Through Near Peer Mentorship In Elementary School, Bway Paw

School of Education and Leadership Student Capstone Projects

Near-peer mentoring involves pairing students with peers who are close in age but slightly more advanced in experience ensures the students' needs are met in ways that feel supportive and accessible. This capstone project explores how peer mentoring fosters social-emotional resilience in elementary students. The project is designed for a ten-week curriculum using the Minnesota SEL standard, which uses CASEL’s five competencies to be integrated into the classroom. Frameworks that carry this project include Bandura's social learning theory and self-efficacy, Vygotsky's Zone of Proximal Development (ZPD), Identity-Based Motivation (IBM), along with Masten’s ordinary magic. Research on resilience highlights that resilience …

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Beyond Language Barriers: Challenging The Equity And Validity Of English-Only Standardized Tests For English Language Learners, Courtney Pille Jul 2025

Beyond Language Barriers: Challenging The Equity And Validity Of English-Only Standardized Tests For English Language Learners, Courtney Pille

School of Education and Leadership Student Capstone Projects

English Language Learners represent one of the fastest-growing student populations in American schools, yet they are required to take state standardized tests designed exclusively for native English speakers. This practice creates significant validity, reliability, and equity concerns–as research demonstrates that academic English proficiency takes 4-8 years to develop while students face annual testing requirements beginning in grade 3. This capstone uses a comprehensive literature review examining standardized testing practices, English language acquisition processes, and equity challenges to answer the research question: To what extent does administering English-only standardized tests to English Language Learners (ELLs) produce valid measurements of their academic …

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Form A More Perfect Union: Educational Direction For Teaching Effective Political Discourse, Brian Merchant Jul 2025

Form A More Perfect Union: Educational Direction For Teaching Effective Political Discourse, Brian Merchant

School of Education and Leadership Student Capstone Projects

Efforts to strengthen civics education in support of democracy have expanded in recent years. Schools increasingly offer project-based learning, authentic assessments, and rigorous course options. Yet while standards emphasize argument formation, little attention is given to the practical skills required for political discussion. Research shows that public schools, with their diversity of perspectives, are well suited to foster dialogical approaches to civic discourse. Despite this potential, classroom discussions often lack depth, and educators frequently lack the resources and training to engage students in high-quality political dialogue. This literature review identifies the importance of political discourse education, interdisciplinary practices to improve …

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Middle School Science Inquiry-Based Learning On A Budget, Rosalie Olander Jul 2025

Middle School Science Inquiry-Based Learning On A Budget, Rosalie Olander

School of Education and Leadership Student Capstone Projects

This curriculum project was based on the question, “How can science educators teach middle school students while promoting quality inquiry-based learning with a minimum budget?” It was inspired by budget constraints forcing teachers to spend personal funds ($500-$750 annually) on classroom supplies. Science teachers are particularly impacted due to specialized equipment needs, and quality inquiry-based learning is often sacrificed due to cost limitations. The curriculum created as part of this project was written with the framework of Pedaste et al.'s (2015) inquiry phases, the National Research Council's (2012) A Framework for K-12 Science Education, and Wiggins and McTighe's (2011) Understanding …

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Immersing Historical And Contemporary Indigenous Literature Into Middle School Reading And Writing Workshops, Connor Lynch Jul 2025

Immersing Historical And Contemporary Indigenous Literature Into Middle School Reading And Writing Workshops, Connor Lynch

School of Education and Leadership Student Capstone Projects

This paper examines literacy and Indigenous literature through the guiding question ; What are the merits of infusing and integrating Indigenous literature in middle school reading and writing workshops in order to address state standards in representing perspectives and identities of historical and contemporary Dakota and Anishinaabe people? Through review of research literature and curriculum development methodology, this capstone concludes that Indigenous literature integration has positive impacts on student critical thinking development, cultural competence, analytical skills, and educational justice while successfully meeting legislative compliance requirements. By re-emphasizing Dakota and Anishinaabe perspectives in curriculum, students engaging with authentic Indigenous literature can …

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Incorporating Cooperative Learning And Active Listening Skills In Secondary-Level Science Classrooms, Kaveri Kamatgi Jul 2025

Incorporating Cooperative Learning And Active Listening Skills In Secondary-Level Science Classrooms, Kaveri Kamatgi

School of Education and Leadership Student Capstone Projects

Middle school students are in a key stage of developing their social and emotional skills. Research emphasizes the importance of focusing on effective instructional strategies to support and enhance that development. In science classrooms, this means providing opportunities for cooperative learning and active listening skills, enabling students to interact and consider diverse perspectives while working in lab investigations, problem-based activities, or research projects. According to the NGSS framework for K-12 science education, students are expected to engage in scientific practices that foster scientific thinking skills. To support the development of these skills, this capstone project explored the question: How can …

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The Integration Of Movement And Technology In Elementary Schools: Enhancing Student Learning, Emily Hillis Jul 2025

The Integration Of Movement And Technology In Elementary Schools: Enhancing Student Learning, Emily Hillis

School of Education and Leadership Student Capstone Projects

Following the COVID-19 pandemic, the use of technology has increased within elementary classrooms. Research shows that there are many advantages and disadvantages to students having these technology tools during the school day. Movement-based learning has since taken a decline in elementary classrooms since the pandemic. Research suggests that movement is impactful to students retention, engagement, and mood. This encouraged the idea of How can educators combine technology and movement activities to enhance learning outcomes for elementary students? The literature review explores the different sides of technology and movement-based learning. It examines the advantages and disadvantages, challenges, and the impact that …

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From Classrooms To Jail Cells: Reimagining Accountability In Public Education, Lennin Cruz Rojas Jul 2025

From Classrooms To Jail Cells: Reimagining Accountability In Public Education, Lennin Cruz Rojas

School of Education and Leadership Student Capstone Projects

Exclusionary discipline practices in the United States continue to funnel vulnerable students into the criminal justice system, reinforcing the school-to-prison pipeline. This capstone explores the methods and punishments students receive by asking: How do zero tolerance policies and exclusionary discipline practices in schools contribute to and play a role in the school-to-prison pipeline, particularly students of color? Through a mix methodology combining literature research, participant interviews, and narrative podcasting, the work examines how restorative frameworks can foster accountability, empathy, and community healing. The podcast weaves personal stories with data to shed light on the cost of zero tolerance discipline. The …

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Infusing Dakota Values And Indigenous Pedagogies Into Secondary Social Studies Curriculum, Lily Fox Jul 2025

Infusing Dakota Values And Indigenous Pedagogies Into Secondary Social Studies Curriculum, Lily Fox

School of Education and Leadership Student Capstone Projects

This project was very meaningful for me both professionally and personally. There was a lot of growth as a researcher, teacher, and person; this growth is reflected in the project as well. I chose Dakota values to be regionally conscious of students that may be in the classroom and their cultures. The project itself shows how Indigenous pedagogies can be applied to content that may not appear to be Indigenous-related. The unit covers the emergence of trade on a global scale (700-1500CE) in a ninth grade world history classroom. Using Understanding by Design’s backward planning model as well as a …

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Assessing The Relationship Between Screen Time, Academic Achievement, Executive Function, And Emotional Regulation: The Role Of Digital Citizenship In The Upper Elementary Classroom, Katherine Carlson Jul 2025

Assessing The Relationship Between Screen Time, Academic Achievement, Executive Function, And Emotional Regulation: The Role Of Digital Citizenship In The Upper Elementary Classroom, Katherine Carlson

School of Education and Leadership Student Capstone Projects

Recent research has shown that elementary school students are spending time online at unprecedented rates, and that this excessive screen time has negative impacts on the physical and psychological health of children. The research question addressed in this project was: what is the association between screen time, academic achievement, executive function, and emotional regulation in elementary school-aged children? Excessive screen time has been found to negatively impact children’s emotional regulation, but the data regarding the association between academic achievement, executive function, and screen time were inconclusive, resulting in a partial rejection of the hypothesis. The research suggested that screen time …

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Centering Adult Basic Education Students As Learners And Creators With Class Websites, Kristy Cannon Jul 2025

Centering Adult Basic Education Students As Learners And Creators With Class Websites, Kristy Cannon

School of Education and Leadership Student Capstone Projects

An adult basic education (ABE) class website can integrate educational theories and technology to center students as learners and creators. This research explored educational theories that include andragogy, other adult-specific learning theories, heutagogy, constructivism, culturally relevant theories, and traditional teacher-centered learning models and methods. This project integrated those learning theories with the online modality of a tool-rich class website to promote digital literacy and center students as learners and creators actively participating in their own learning. The project is a Google Sites class website that can be used as a model or template for ABE teachers to copy, modify, and …

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What Are The Most Effective Social-Emotional Behavioral Management Strategies For Creating A Culturally Affirming Classroom Environment?, Bill Cook Jul 2025

What Are The Most Effective Social-Emotional Behavioral Management Strategies For Creating A Culturally Affirming Classroom Environment?, Bill Cook

School of Education and Leadership Student Capstone Projects

Classroom management often emphasizes teacher control and a top-down approach. But what if we built a classroom culture with students, one rooted in relationships, identity, culture, and the social-emotional skills they need to succeed? This Capstone explores how integrating SEL into academic and classroom settings can shape classroom culture and transform our approach to management. It answers the question, What are the most effective social-emotional behavioral management strategies for creating a culturally affirming classroom environment? How can creating a binder of social-emotional strategies help teachers create a culturally affirming classroom? This project highlights the five core SEL competencies—self-awareness, self-management, social …

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Teacher Autonomy And Collaboration: Achieving More Equitable Outcomes, Lucas Sun Jul 2025

Teacher Autonomy And Collaboration: Achieving More Equitable Outcomes, Lucas Sun

School of Education and Leadership Student Capstone Projects

Collaboration and autonomy are core components of teaching. Collaboration may have become ubiquitous due to the rising prevalence of Professional Learning Communities, and autonomy has always been crucial for teachers to feel empowered and take ownership of their classrooms. Together, collaboration and autonomy each can impact student equity negatively and positively. The guiding question is then: How does teacher autonomy and collaboration affect student equity in the classroom? Reviewing literature found that teacher autonomy can cause stagnation in teaching practices or allow for meaningful differentiation. Collaboration can create rote compliance tasks or allow teachers to take risks to continuously improve. …

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How Does The Use Of Restorative Circles During Instruction Impact Student Engagement And Agency?, Sydney Smith Jul 2025

How Does The Use Of Restorative Circles During Instruction Impact Student Engagement And Agency?, Sydney Smith

School of Education and Leadership Student Capstone Projects

The purpose of my capstone project was to explore and help answer the research question of How does the use of Restorative Circles during instruction impact student engagement and agency? Through a Literature Review, professional experiences, and personal beliefs around teaching, this capstone project is inspired by Restorative Practices, specifically Restorative Circles, and how they build community in the classroom. The project helps educators in creating a classroom community that limits disruptive behaviors which is supported by personal educator experience, along with scholarly studies that found student engagement is impacted by personal relationships with their teacher and peers. When students …

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The Literary Games We Play: Science Fiction In The Teaching Of Secondary Science, Luiza Roos Jul 2025

The Literary Games We Play: Science Fiction In The Teaching Of Secondary Science, Luiza Roos

School of Education and Leadership Student Capstone Projects

This project responds to a need for interdisciplinary approaches that merge literacy development with scientific inquiry, recognizing the challenges of engaging diverse learners in complex ecological and evolutionary content. Drawing from research in fiction-based learning (Wong et al., 2024), science fiction and science pedagogy (Bixler, 2007), role-playing games in education (Cheville, 2016), and culturally responsive teaching (Rodriguez & Morrison, 2019), the project aims to make science more accessible, inclusive, and relevant to students’ lived experiences. This capstone explores how science fiction novels, specifically The Kaiju Preservation Society by John Scalzi, can be effectively integrated into a secondary science curriculum to …

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Place-Sustaining Partnerships For Rural Education And Workforce Development, Guan K. Saw, Ryan Culbertson Jul 2025

Place-Sustaining Partnerships For Rural Education And Workforce Development, Guan K. Saw, Ryan Culbertson

The Rural Educator

This policy brief draws on the 2024 National Academies of Sciences, Engineering, and Medicine (NASEM) report on K–12 STEM Education and Workforce Development in Rural Areas to examine how place-sustaining partnerships—among schools, communities, higher education, and industry—advance rural education and workforce development. Through examples of state-led initiatives and community-driven models, the brief illustrates how cross-sector collaboration rooted in local context can develop college and career pathways that equip rural learners to thrive and sustain the long-term vitality of rural communities.

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Navigating Through Difficult Roads And Terrains: Novice Teachers’ Challenges In Teaching In Remote Mountainous Settings In The Philippines, Albert C. Albina, Sarah Jean A. Salmorin, Dannyla N. Cainos, Rhea Mae C. Montano Jul 2025

Navigating Through Difficult Roads And Terrains: Novice Teachers’ Challenges In Teaching In Remote Mountainous Settings In The Philippines, Albert C. Albina, Sarah Jean A. Salmorin, Dannyla N. Cainos, Rhea Mae C. Montano

The Rural Educator

In rural areas, the adaptation of urban-originating elementary teachers to remote mountainous school locations poses substantial challenges and necessitates innovative strategies. This study primarily explored the lived experiences of newly hired elementary teachers residing in urban areas but assigned to remote mountainous locations, specifically focusing on their adaptation processes, the challenges they encountered, and support mechanisms that influenced their teaching roles. Using a descriptive phenomenological approach and reflexive thematic analysis, this study involved in-depth interviews with nine newly hired urban-originating elementary teachers who were assigned to teach in rural schools in the Municipality of Santa Catalina, Basay, and Bayawan City, …

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Redefining Rural Representation In Short Story Anthologies: Using Short Stories To Highlight Rural Counterstories, Brittany Gargano-Smith, Jenna Spiering Jul 2025

Redefining Rural Representation In Short Story Anthologies: Using Short Stories To Highlight Rural Counterstories, Brittany Gargano-Smith, Jenna Spiering

The Rural Educator

This article explores the importance of incorporating diverse rural short stories into English language arts (ELA) curricula to foster empathy, understanding, and connection among students. It addresses underrepresentation and lack of variety in rural stories within publishing and traditional curricula, which affects rural students’ sense of identity and belonging. Through exploration of rural short story anthologies, the authors highlight the significance of counterstories that depict the intersectional dimensions of rural life, including geography, race, ethnicity, sexual orientation, socioeconomic background, and abilities. By amplifying contemporary rural voices and complicating stereotypes, educators can create more inclusive learning environments that validate diverse experiences.

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Building Respect, Responsibility, And Reciprocity: Insights From A Rural Stem Research Practice Design Partnership, Amanda Obery, Martha Cabell, Shelly Hogan, Matt Queen Jul 2025

Building Respect, Responsibility, And Reciprocity: Insights From A Rural Stem Research Practice Design Partnership, Amanda Obery, Martha Cabell, Shelly Hogan, Matt Queen

The Rural Educator

Rural schools often have strong community involvement and thus can offer educational experiences to students that are more closely aligned with local people and places. However, curricula in rural schools rarely offer this same alignment. Partnerships with others, including higher education, can support rural schools in creating STEM curricula that center the resources and careers present in their communities. A research design practice partnership (RPDP) was created as a Third Space to enable the development of locally relevant STEM curricula. The partnership was formed focusing on respect, responsibility, and reciprocity, necessary tenets as the roles and goals of the project …

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Childhood Asthma Biomarkers Derived From Plasma And Saliva Exosomal Mirnas, Abdelnaby Khalyfa, Mohit Verma, Meghan M. Alexander, Zhuanhong Qiao, Tammy Rood, Ragini Kapoor, Trupti Joshi, David Gozal, Benjamin D. Francisco Jul 2025

Childhood Asthma Biomarkers Derived From Plasma And Saliva Exosomal Mirnas, Abdelnaby Khalyfa, Mohit Verma, Meghan M. Alexander, Zhuanhong Qiao, Tammy Rood, Ragini Kapoor, Trupti Joshi, David Gozal, Benjamin D. Francisco

Biomedical Sciences

Asthma, the most common chronic respiratory condition in children, involves airway inflammation, hyper-responsiveness, and frequent exacerbation that worsen the airflow and inflammation. Exosomes, extracellular vesicles carrying microRNAs (miRNAs), play a key role in cell communication alongside other types of communication and are promising markers of asthma severity. This study compares exosomal miRNA and long non-coding RNA (lncRNA) profiles in boys with asthma, focusing on differences between those with normal lung functions and those with severe airflow obstruction. This study enrolled 20 boys aged 9–18 years with asthma, split into two groups based on their lung function. Ten had normal lung …

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An Agricultural Needs Assessment In The Tri-County Area Of Utah, Cheyenne Reid, Lendel K. Narine, Brooke Holgate Jul 2025

An Agricultural Needs Assessment In The Tri-County Area Of Utah, Cheyenne Reid, Lendel K. Narine, Brooke Holgate

Outcomes and Impact Quarterly

An agricultural needs assessment was conducted in the Tri-County area, i.e., Uintah, Daggett, and Duchesne counties, to inform extension programming. Results showed that profitability, business development, and land use were high-priority needs. Gaps in producers’ access to information were found, highlighting the need for targeted education programs to address agricultural challenges.

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The Untapped Power Of Citizen Science: A Survey Of Utah Residents, Wesley Crump, Elizabeth Cohen, Shital Poudyal Jul 2025

The Untapped Power Of Citizen Science: A Survey Of Utah Residents, Wesley Crump, Elizabeth Cohen, Shital Poudyal

Outcomes and Impact Quarterly

Citizen Science is an approach to involve the public in the scientific process to address locally relevant needs. A survey was conducted to explore Utahns’ relationship with citizen science. Results show a gap between respondents’ past participation and willingness to participate in citizen science, indicating an opportunity for USU Extension to strengthen its relationship with the public through citizen science.

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Translating The Hba1c Lab Test Name And Results From English To Arabic For Enhanced Patient Access And Workflow Efficiency, Aiman M. Alrawabdeh Jul 2025

Translating The Hba1c Lab Test Name And Results From English To Arabic For Enhanced Patient Access And Workflow Efficiency, Aiman M. Alrawabdeh

Translational Projects (Open Access)

In Jordan, where the healthcare system primarily operates in English, Arabic-speaking patients encounter significant challenges in understanding laboratory test names and results, including Hemoglobin A1c (HbA1c), an essential diagnostic indicator for diabetes management. The lack of multilingual access to medical information limits health literacy and patient autonomy, increasing dependence on healthcare staff for translation assistance. This translational informatics project addressed these challenges by developing and implementing an Arabic translation process for the HbA1c lab test name and results. HbA1c was selected as it is a standard lab test among patients with diabetes in Jordan; nearly 30% of Jordanians had type …

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Artificial Intelligence In Governance, Sally Brown, Erica Larue, Philip Smith Jul 2025

Artificial Intelligence In Governance, Sally Brown, Erica Larue, Philip Smith

Artificial Intelligence Exhibit

This section gives an overview of AI in Governance including how it might impact jobs and employment, the business and nonprofit sectors.

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