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Modeling Early Human Heart Development Using An Ipsc-Based 3d Bioprinted Model Of Embryonic Heart Tube, Linqi Jin, Christian Park, Sunder Neelakantan, Shweta Karnik, Arnab Dey, Sarah Fineman, Roshni Nandwani, Carmen J Gil, Boeun Hwang, Melissa A Cadena, Vani Sridhar, Jing Wang, Yuxiao Wu, Connor J Evans, Lan Li, Sarah Rezapourdamanab, Mehdi Salar Amoli, Martin L Tomov, Ryan K Roeder, Reza Avazmohammadi, Lakshmi Prasad Dasi, Hanjoong Jo, Eric Weeks, Holly D Bauser-Heaton, Sean M Wu, Vahid Serpooshan Apr 2026

Modeling Early Human Heart Development Using An Ipsc-Based 3d Bioprinted Model Of Embryonic Heart Tube, Linqi Jin, Christian Park, Sunder Neelakantan, Shweta Karnik, Arnab Dey, Sarah Fineman, Roshni Nandwani, Carmen J Gil, Boeun Hwang, Melissa A Cadena, Vani Sridhar, Jing Wang, Yuxiao Wu, Connor J Evans, Lan Li, Sarah Rezapourdamanab, Mehdi Salar Amoli, Martin L Tomov, Ryan K Roeder, Reza Avazmohammadi, Lakshmi Prasad Dasi, Hanjoong Jo, Eric Weeks, Holly D Bauser-Heaton, Sean M Wu, Vahid Serpooshan

Faculty, Staff and Student Publications

Human heart development depends on tightly coordinated genetic programs and biomechanical cues, yet the underlying cell-microenvironment interactions remain poorly understood because the developing heart is difficult to study in utero and accurate experimental models are lacking. Recent advances in stem cell biology and three-dimensional (3D) bioprinting now allow the construction of human tissue analogues with defined structure and function. Here we show a perfusable 3D bioprinted model of the human embryonic heart tube composed of layered myocardium, cardiac jelly, and endocardium. Human induced pluripotent stem cell-derived cardiomyocytes and endothelial cells are cultured under controlled flow conditions, producing constructs with high …


‘Mobile Consumers’: Interpreting The Consumption Perceptions, Practices And Experiences Of Mobile Brazilian International Students In London, Mark Holton, Leonardo Santana Dos Santos Rodrigues Apr 2026

‘Mobile Consumers’: Interpreting The Consumption Perceptions, Practices And Experiences Of Mobile Brazilian International Students In London, Mark Holton, Leonardo Santana Dos Santos Rodrigues

School of Geography, Earth and Environmental Sciences

This paper advances existing work on the mobilities and geographies of students by examining the complexities and contestations affecting international students' consumption perceptions and experiences. This is important in positing new ways of understanding how educational mobilities, in both their meta and micro forms, can influence, and be influenced by, consumption practices and ideologies. Drawing on a set of semi-structured interviews with Brazilian international students living and studying in London, UK this paper draws together mobilities and consumption theories as a lens for interpreting consumption knowledge and practice as an evolving and iterative set of performances that align closely with …


Oral Health-Related Quality Of Life (Ohrqol) In People With Dentin Hypersensitivity: A Systematic Review Of Interventional Studies, Sumanth Kumbargere Nagraj, Georgios Kitsaras, K. Bekes, C.L. Randall, K. Asimakopoulou Apr 2026

Oral Health-Related Quality Of Life (Ohrqol) In People With Dentin Hypersensitivity: A Systematic Review Of Interventional Studies, Sumanth Kumbargere Nagraj, Georgios Kitsaras, K. Bekes, C.L. Randall, K. Asimakopoulou

Peninsula Dental School

ObjectiveThis systematic review, the first in this field, aimed to evaluate if interventions for dentin hypersensitivity (DH) affect patient-reported oral health-related quality of life (OHRQoL).MethodsA systematic search was conducted across seven electronic databases and gray literature sources, focusing on interventional studies published from 2010 onward. Eligible studies included adult participants with DH and assessed OHRQoL using validated measures. Data extraction followed the PRISMA guidelines. Risk of bias was appraised using the JBI tool.ResultsThirteen randomized controlled trials involving 616 participants were included. Interventions ranged from desensitizing agents, fluoride varnishes, and laser therapy to nonpharmacological approaches like behavioral techniques. QoL was measured …


Brass Routes: Merging Performance, Pedagogy, And Entrepreneurship In The Creation Of Community-Based Brass Band Programs, Dylan Mashburn Apr 2026

Brass Routes: Merging Performance, Pedagogy, And Entrepreneurship In The Creation Of Community-Based Brass Band Programs, Dylan Mashburn

Electronic Theses and Dissertations Archive

This dissertation examines the development, implementation, and evaluation of Brass Routes, a curriculum-based model and set of instructional tools designed to help existing secondary school band programs implement New Orleans-style brass band ensembles within their current schedules, personnel, and resources. As many schools face declining arts funding and increasingly standardized ensemble models, traditional band structures often fail to engage all students or reflect diverse musical identities. Brass Routes proposes an alternative ensemble model that integrates performance, pedagogy, and entrepreneurship to foster student engagement, leadership, and sustainability in school music programs. Grounded in culturally responsive pedagogy, informal learning practices, and community …


An Exploration Of Attention And Breathing In Functional Voice Disorders, Kiley Hazelton Herr Apr 2026

An Exploration Of Attention And Breathing In Functional Voice Disorders, Kiley Hazelton Herr

Electronic Theses and Dissertations Archive

In functional voice disorders (FVD), voice dysfunction exists in excess or the absence of organic voice pathology. Modern etiologic frameworks emphasize cognitive, emotional, and autonomic processes in the onset and maintenance of symptoms, encapsulating FVD as a subtype of functional neurologic movement disorders (mFND). Despite extensive investigation into emotional aspects of FVD, cognitive aspects, notably attention, remain underexplored. Consequently, the mechanisms which catalyze predisposing factors into physical symptoms are incompletely understood. This multimodal study investigated whether individuals with FVD demonstrated differences in attentional processing and related physiological processes (i.e., breathing and autonomic regulation) compared to individuals with social anxiety (SA) …


Development Of Research Direction At The Hospital General De México In The Last Two Decades, Juan C. Lopez-Alvarenga, José D. Carrillo-Ruiz, Galileo Escobedo, América Guadalupe Arroyo Valerio, Miguel Fonseca-Sanchez, Gustavo Acosta-Altamirano Apr 2026

Development Of Research Direction At The Hospital General De México In The Last Two Decades, Juan C. Lopez-Alvarenga, José D. Carrillo-Ruiz, Galileo Escobedo, América Guadalupe Arroyo Valerio, Miguel Fonseca-Sanchez, Gustavo Acosta-Altamirano

School of Medicine Publications

No abstract provided.


Thou Shall Not Compel Speech: Public Educators’ Free Speech Rights In The Face Of Louisiana’S “Ten Commandments” Law And Other Rules Compelling Private Expression From Public School Teachers, Kailey A. Olsson Apr 2026

Thou Shall Not Compel Speech: Public Educators’ Free Speech Rights In The Face Of Louisiana’S “Ten Commandments” Law And Other Rules Compelling Private Expression From Public School Teachers, Kailey A. Olsson

San Diego Law Review

First Amendment jurisprudence has significantly evolved within the past decade as the Supreme Court has expanded religious protections, further developed the Compelled-Speech Doctrine, and narrowed what public school activities are considered violations of the Establishment Clause.  There is no other U.S. Supreme Court case that illustrates these monumental shifts in First Amendment interpretation quite like Kennedy v. Bremerton School District.  Writing for the majority, Justice Gorsuch found that a public school district could not suppress the personal religious expression of a football coach, even when that coach led a prayer activity with other football players and within view of other …


Implementing Population Health Management (Phm) Across An Integrated Care System In England, Using Action Learning Sets And An Embedded, Formative Process Evaluation., Julian Elston, Sheena Asthana, Felix Gradinger Apr 2026

Implementing Population Health Management (Phm) Across An Integrated Care System In England, Using Action Learning Sets And An Embedded, Formative Process Evaluation., Julian Elston, Sheena Asthana, Felix Gradinger

Peninsula Medical School

AbstractIntroduction: Population Health Management (PHM) is a UK priority for Integrated Care Systems (ICSs), aiming to deliver proactive, preventative, person-centred care using integrated health and care datasets. However, evidence on implementation in primary care remains limited.Methods: This comparative case study used embedded researchers, ethnography, interviews, and observations to formatively evaluate a 24-month PHM programme across 31 Primary Care Networks in one ICS. Data were thematically analysed using Excel and NVivo, with findings fed back to participants to guide programme delivery.Results: Around 200 stakeholders participated in Action Learning Sets, fostering cross-sector collaboration within four localities. Few innovations, developed using integrated datasets, …


Impact Of Optimized Afos On Functional Outcomes In Children With Spastic Cerebral Palsy., Teresa Pierce, Alyssa Laforme Fiss, Mark Geil, Karl Barner Apr 2026

Impact Of Optimized Afos On Functional Outcomes In Children With Spastic Cerebral Palsy., Teresa Pierce, Alyssa Laforme Fiss, Mark Geil, Karl Barner

PCOM Scholarly Works

Purpose

This study aimed to compare the immediate functional impact of wearing ankle foot orthoses (AFOs) designed using the Optimal Segment Kinematics and Alignment approach to Rehabilitation (OSKAR method) versus wearing standard ankle foot orthosis (AFO)-footwear in children with spastic diplegic cerebral palsy.

Methods

Ten participants, ages seven to 13 years, from local pediatric clinics in a large suburban area participated in the study. Each participant wore both types of orthoses in a randomized order. This was determined by participants choosing a sealed envelope containing a sticker indicating which orthosis to be worn for the first data collection. Participants were …


Fort Hays State University Tiger Weekly, April 24, 2026, University Relations Apr 2026

Fort Hays State University Tiger Weekly, April 24, 2026, University Relations

Tiger Weekly Newsletters

No abstract provided.


Identifying Delays Impacting Maternal And Perinatal Deaths Using A Facility-Based Death Audit Review System Integrated With Community Engagement: A Mixed Methods Study, Zahid Memon, Wardah Ahmed, Shah Muhammad, Sajid Soofi, Shanti Chouhan, Arjumad Rizvi, Paul Barach, Zulfiqar A. Bhutta Apr 2026

Identifying Delays Impacting Maternal And Perinatal Deaths Using A Facility-Based Death Audit Review System Integrated With Community Engagement: A Mixed Methods Study, Zahid Memon, Wardah Ahmed, Shah Muhammad, Sajid Soofi, Shanti Chouhan, Arjumad Rizvi, Paul Barach, Zulfiqar A. Bhutta

College of Population Health Faculty Papers

BACKGROUND: Pakistan's persistently high maternal (178 per 100 000 livebirths) and neonatal (41 per 1000 livebirths) mortality ratios are compounded by lack of reliable data on the root causes and preventable risk factors, which hinders their effective use in improving care and progress toward safe, high-quality services. We sought to identify system delays impacting maternal and perinatal deaths using a facility-based death audit review system integrated with community engagement for implementing actionable solutions.

METHODS: We used a mixed methods, concurrent parallel study design at three secondary level healthcare facilities in District Matiari, Sindh, Pakistan. We reviewed 319 cases that included …


Black Panther Woman: The Political And Spiritual Life Of Ericka Huggins, Stacey C. Ault, Susan Roberta Katz Apr 2026

Black Panther Woman: The Political And Spiritual Life Of Ericka Huggins, Stacey C. Ault, Susan Roberta Katz

International Journal of Human Rights Education

As human rights educators from different generations and racial identities, we wanted to read and review Black Panther Woman about Ericka Huggins for different but equally powerful personal reasons. For Stacey, her best friend, Dr. Linda Garrett, was a Black Panther scholar, making her, as a Black  woman, interested in learning more about Ericka as a mother, comrade, and activist. For Susan, Ericka’s case in the 1970s profoundly impacted her political consciousness as a White college student and motivated her commitment to social justice activism. For all readers of the International Journal of Human Rights Education, we strongly recommend this …


Research In Action: Building Bridges Between Human Rights Education And Community-Engaged Research. Reflections From The Field, Lawrence Legaspi, Amy M. Argenal Apr 2026

Research In Action: Building Bridges Between Human Rights Education And Community-Engaged Research. Reflections From The Field, Lawrence Legaspi, Amy M. Argenal

International Journal of Human Rights Education

This paper shares reflections from a community-engaged research project conducted in partnership with a local organization, aiming to understand community perspectives on policing and LGBTQ+ inclusion. The project was initiated in the classroom and speaks to the importance of engaged learning and research when understanding human rights struggles. My experience working with a local nonprofit, particularly in social justice and higher education contexts, informed my approach to this project. Through this role, I learned the importance of amplifying community voices, creating collaboration, and integrating higher educational learning into advocacy work. These reflections highlight the ethical responsibilities inherent in conducting research …


The Rights Of The Child: The Actual Situation In German Schools, David Rott, Daniel Bertels Apr 2026

The Rights Of The Child: The Actual Situation In German Schools, David Rott, Daniel Bertels

International Journal of Human Rights Education

There is consensus on the importance of respecting children’s rights, particularly within the school environment. Children’s rights are implemented differently across countries. This article examines the current status of children’s rights in the German school system. However, the United Nations Convention on the Rights of the Child (CRC) is often only partially implemented in everyday schooling and educational work in Germany. This overview describes the integration of children’s rights into the German school system and their consideration in the domains of protection, promotion, and participation. Studies in the respective areas and school-based implementation options are presented. The article offers recommendations …


Human Rights Education And Humanitarian Constraints: The Case Of Education In The Unrwa Schools, Anthi Pantazi, Zina Nimeh Apr 2026

Human Rights Education And Humanitarian Constraints: The Case Of Education In The Unrwa Schools, Anthi Pantazi, Zina Nimeh

International Journal of Human Rights Education

This study explores the implementation of UNRWA’s Human Rights, Conflict Resolution and Tolerance (HRCRT) education program. It examines the extent to which the program achieved its stated objectives, shedding light on the challenges it faces and how these might be addressed. Drawing on policy documents, program materials, and expert interviews with UNRWA stakeholders and human rights educators, the results show that while HRCRT has improved students’ theoretical understanding of human rights, its purported transformative potential is limited by political constraints, donor influence, and insufficient inclusion of refugee voices. The program’s most successful element is the school parliament system which showcases …


Mayan Language Pods: Language Preservation As A Human Right With Indigenous Latinx Mothers And Their Children, Johanna Estrella, Rosa M. Jiménez Apr 2026

Mayan Language Pods: Language Preservation As A Human Right With Indigenous Latinx Mothers And Their Children, Johanna Estrella, Rosa M. Jiménez

International Journal of Human Rights Education

Public schools are facing a new diaspora of immigrant students entering their schools—Indigenous Latinx youth. There is considerable literature on immigrant communities and immigrant students, particularly the Latinx origin youth who are overwhelmingly classified as “English Learners.” Much less attention has been paid to Indigenous immigrant youths’ educational and lived experiences. In response, indigenous families are seeking alternative ways to preserve their language and culture. This qualitative study documents a planned non-formal language preservation project with Mam Indigenous mothers and their children. Using Human Rights in Education (HRE) and Linguistic Rights frameworks, we analyze the Mam Language project as a …


From Bars To Bytes: Ai, Digital Dignity, And The Fight For Incarcerated Youth’S Futures, Karima M. Almazroui Apr 2026

From Bars To Bytes: Ai, Digital Dignity, And The Fight For Incarcerated Youth’S Futures, Karima M. Almazroui

International Journal of Human Rights Education

Over 1.4 million youth enter detention annually, confronting what scholars term a digital death sentence, exclusion from the literacies and infrastructures that underpin education, employment, and civic participation. This empirically grounded mixed-methods study investigates how artificial intelligence (AI) in carceral education either reinforces surveillance or enables rehabilitation, demonstrating that outcomes depend less on algorithmic sophistication than on the ethical, pedagogical, and governance contexts in which AI is deployed.

Drawing on comparative data from the United States, Japan, Norway, and the United Arab Emirates (UAE), the research integrates cross-national policy analysis, 78 semi-structured interviews, quantitative outcome measures, and participatory action research …


Dampak Yuridis Pertimbangan Eko Nomis Dan Cakrawala Sosiologis. Ratifikasi -Agreement Establishing The World Trade Organiza Tlon/ Wto·Oleh Indonesia, Agus Brotosusilo Apr 2026

Dampak Yuridis Pertimbangan Eko Nomis Dan Cakrawala Sosiologis. Ratifikasi -Agreement Establishing The World Trade Organiza Tlon/ Wto·Oleh Indonesia, Agus Brotosusilo

Jurnal Hukum & Pembangunan

Abstract


Making Fun Of The Leader Of The Free World: South Park And Its Critique Of Donald Trump, Kenneth H. Mcmillen Apr 2026

Making Fun Of The Leader Of The Free World: South Park And Its Critique Of Donald Trump, Kenneth H. Mcmillen

Linfield University Student Symposium: A Celebration of Scholarship and Creative Achievement

South Park is one of the cornerstones of American television. It also is a show that doesn’t shy away from controversy or social commentary. In its runtime it has taken aim at celebrities, world leaders, movements, and entire groups of people. The latest of its targets is President Donald Trump, who has been one of the central subjects of the shows two 2025 seasons. To examine how these episodes manage to critique trump so thoroughly without alienating his supporters, I ask the following research question: How does South Park use parody to make critiques about Donald Trump’s ego?  I …


Steven Universe & The Phenomenon Of Family, Jabari J. Whipple Apr 2026

Steven Universe & The Phenomenon Of Family, Jabari J. Whipple

GS4 Student Scholars Symposium

This research analyzes Steven Universe, a modern animated television series created by Rebecca Sugar, through a sociological lens to explore how contemporary media redefines the concept of family. The study examines how nontraditional caregiving structures and emotionally based kinship challenge the boundaries of the nuclear family model. Using the theoretical frameworks of symbolic interactionism and feminist theory, this paper interprets family as a social construction formed through love, care, and shared experience rather than biology alone. A purposive sample of fifteen episodes across seasons one, three, and five was analyzed for depictions of caregiving, gender roles, and emotional labor. Findings …


Assessing Decision Making Under Risk And Dynamic Task Environments In Humans, Dylan J. Cato Apr 2026

Assessing Decision Making Under Risk And Dynamic Task Environments In Humans, Dylan J. Cato

GS4 Student Scholars Symposium

This research evaluates the theoretical foundations of recent embodied and enacted decision- making models(Baker., et al  2022) , specifically investigating whether "urgency" serves as a domain-general mechanism for reward-rate maximization. Across three experiments using a reward-performance contingency, we compare traditional decision-making frameworks with urgency-based theories to determine how participants navigate task demands and whether optimality assumptions hold (Reynaud, et al 2020). A primary focus involves testing whether motor excitability increases directly with evidence, or if "higher-level" deliberation occurs in parallel with se Using the Generalized Drift-Diffusion Model (GDDM) framework via PyDDM  (Shinn, et al 2020), we will …


The Impact Of Social Emotional Learning Interventions On Students, Kaiya J. Nelson Apr 2026

The Impact Of Social Emotional Learning Interventions On Students, Kaiya J. Nelson

Research & Creative Achievement Day

Social and Emotional Learning (SEL) has become increasingly prevalent in schools, with 83% of schools nationwide implementing SEL curricula or programs as of 2024, compared to 46% in 2018. In Minnesota, the Collaborative for Academic, Social, and Emotional Learning (CASEL) framework identifies five core competencies: self-awareness, self-management, social awareness, relationship skills, and responsible decision-making—as foundational to student development. SEL supports students in managing emotions, building relationships, and making responsible choices, while fostering a positive and inclusive school climate. Despite growing adoption, challenges such as limited instructional time, the need for culturally responsive practices, adequate mental health staffing, and strong family …


Winona State University Admissions Internship, Emma P. Miller Apr 2026

Winona State University Admissions Internship, Emma P. Miller

Research & Creative Achievement Day

This project examines my internship experience with the Admissions Office at Winona State University, where I developed professional skills while supporting prospective students throughout the college admissions process. The internship provided hands-on exposure to student recruitment strategies, communication methods, and daily administrative operations within higher education. Throughout the experience, I assisted with campus visits, engaged with prospective students and their families, and responded to inquiries regarding coordinating large group visits with high schools across the state. I also contributed to outreach efforts, including event support and communication initiatives designed to increase student engagement and enrollment interest. These responsibilities allowed me …


Testing A New Amplifier For Affordable Radio Astronomy, Liyu Liu Apr 2026

Testing A New Amplifier For Affordable Radio Astronomy, Liyu Liu

Research & Creative Achievement Day

We started this project for building affordable radio astronomy equipment for people to experiment in a professional way. The same equipment and techniques are used in real-world systems, including wireless communication, radar, and satellite technology. We built a system, which was simple and efficient, but the amplifier we selected was no longer produced. Now we are testing out a new amplifier to compare the performance to the old. The gain of the amplifier and bandpass of the filter was comparable to the original device. Next, we are testing for external interference with a handheld RF signal generator. This experiment is …


Fastenal Internship And Kpi Tracker Project, Tyler T. Schaack Apr 2026

Fastenal Internship And Kpi Tracker Project, Tyler T. Schaack

Research & Creative Achievement Day

From my internship at Fastenal, I have been able to learn and apply many skills from my classes into my day-to-day work. In the supply chain department of Fastenal there are many things' planners must keep an eye on to ensure proper and sufficient supply for our customers. Working for a big company means that there are lots of unique parts and plans that need to be constantly reviewed to keep everything accurate. Before starting my project there was no good way of organizing and tracking what improvements need to be made to our parts. Using Excel, Power Query, and …


Gender Studies Scholarship: An Examination Of Midwest Professors Who Teach Gender Studies, Mena Faber Apr 2026

Gender Studies Scholarship: An Examination Of Midwest Professors Who Teach Gender Studies, Mena Faber

Research & Creative Achievement Day

Gender studies is an interdisciplinary field spanning higher education institutions globally, yet the experiences of scholars withing specific regional contexts remain understudied. This study aims to examine the loved personal and pedagogical experiences of gender studies and gender communication scholars in the Midwest. Using a qualitative approach, semi structured interviews were conducted to explore participants' experiences, perceived pressures, and responses to the current political and academic climate. Interview questions focused on the challenges scholars face as well as the communicative practices they adopt in response to shifting attitudes toward gender studies. This research seeks to contribute to a deeper understanding …


Bring The Heat, Bring The Savings: Supporting Strategic Growth For Minnesota-Based Energy Efficiency Nonprofit, Abigail P. Oldenberg Apr 2026

Bring The Heat, Bring The Savings: Supporting Strategic Growth For Minnesota-Based Energy Efficiency Nonprofit, Abigail P. Oldenberg

Research & Creative Achievement Day

Through analysis rooted in strategic communication theories, this research project focuses on the Minnesota-based nonprofit organization Center for Energy and Environment (CEE). This organization’s purpose is to deliver effective energy solutions to cold-climate states. It makes energy more affordable for residents and businesses, promotes environmental equity, and lowers carbon footprints. This project considers the social and political landscape in the United States and its impact on environmental nonprofits. Given the status of grants allocated for energy efficiency programs, while prioritizing the organization’s business development and growth goals, Center for Energy and Environment must diversify its revenue streams. Primary and secondary …


Transfer Student Internship Through Admissions, Iris Y. Nickolaus Apr 2026

Transfer Student Internship Through Admissions, Iris Y. Nickolaus

Research & Creative Achievement Day

This poster presents my experience as a Transfer Admissions Intern at Winona State University in Winona, Minnesota. In this role, I support prospective and incoming transfer students by helping them navigate the admissions process, understand academic pathways, and feel more confident in their transition to a new institution. My responsibilities include assisting with recruitment travel and Instant Decision Days, creating transfer plans and student-facing materials, supporting campus tours and presentations, and helping students with admissions and registration questions. The poster will include my job title, organization, and location, along with a detailed list of my responsibilities. These responsibilities reflect hands-on …


Modeling Social Media Mob Dynamics Using A Hybrid Scvir System With Time-Varying Parameters And Recurrent Neural Networks, Noushin Gauhar Apr 2026

Modeling Social Media Mob Dynamics Using A Hybrid Scvir System With Time-Varying Parameters And Recurrent Neural Networks, Noushin Gauhar

GS4 Student Scholars Symposium

In this work, we develop a discrete-time susceptible-counter-infected-vaccinated-recovered (SCIVR) epidemiological framework to model the spread of mob-like information on social media. The model captures the interaction between susceptible neutral attention, infected mob-spreading narratives, counter or corrective discourse, low-visibility (vaccinated) content, and collective disengagement. COVID-19 twitter data were transformed into daily compartmental aggregates using sentiment polarity and retweet-based visibility thresholds, facilitating high-resolution modeling of information diffusion processes. The dataset comprises globally collected tweets between April and June 2021, filtered using keywords including “COVID19”, “coronavirus”, “quarantine”, “socialdistancing”, “staysafe”, “stayhome” and “lockdown”. Qualitative analysis of the SCIVR system includes derivation of the mob-free …


Optimal Control Analysis Of Mob Dynamics Using Generation Z Youtube Channel Behavior, Tahidu Alhassan Apr 2026

Optimal Control Analysis Of Mob Dynamics Using Generation Z Youtube Channel Behavior, Tahidu Alhassan

GS4 Student Scholars Symposium

Digital media communication technologies have changed how people organize and act together. During the Generation Z event, social media platforms (e.g., X, YouTube, Facebook) played a major role in spreading information and mobilizing collective actions online and offline. In this work, we modified a mathematical dynamic model of the social media mob using an optimal control technique to adjust the rate of spread in response to social interactions. We examined the susceptible-quarantined-counter-infective-recovered (SQCIR) epidemiology model on a YouTube dataset covering Gen-Z data spread in Nepal from 8 to 13 September 2025. Using high-temporal-resolution real-world social media data will help to …