Digital Commons Network^™

“I Don’T Think We Do A Good Enough Job Acknowledging How Much This Space Is Needed By The Adults”: Making Intergenerational Futures At Camp Fyrefly, Ontario Ontario, Mayera Chazan, Megan Hill, Rachael Nicholls, Ziysah Von Bieberstein

Journal of Queer and Trans Studies in Education

This paper examines the liberatory potential of intergenerationality at Camp fYrefly, Ontario—an overnight summer camp for 2SLGBTQIA+ youth that is unique within its rural region. In 2023, we conducted research in partnership with Camp fYrefly, including one arts-based workshop, two focus groups, and five key informant interviews. The analysis explores one core finding: participants experience this youth-focused program as an intergenerational future-building project. Extending scholarship on queering mentorship, generativity, and futurity, the article concludes that Camp fYrefly’s intergenerationality binds past, present, and future in the collective project of queering education and making better futures possible. Intergenerationality is also what sustains …

Lessons From Adults Who Lived Through Parental Divorce As Adolescents, Nirav M. Patel

Pacific Journal of Health

Experiencing parental divorce during adolescence is a significant life event that can have long-term emotional and psychological effects [1]. This qualitative study focuses on how adults who experienced parental divorce between the ages of 10 and 17 reflect on their emotional, social, and academic experiences during that time. Nine adults participated in semi-structured interviews, which were transcribed, coded, and analyzed by the researcher using Dedoose software. Key findings that emerged from the interviews include emotional struggles, coping strategies, family support, the impact on school, and advice for today’s youth who are currently experiencing divorce. The findings emphasize that open communication, …

Abiraterone-Induced Resistant Hypokalemia And Hypertension: A Preventable Complication, Ripudaman Singh, Seokwon Choi, Aramide Tijani, Fatimah Bello

Research Symposium

Background: Abiraterone, a cytochrome P17 (17a-hydroxylase/C17,20-lyase) inhibitor used in metastatic castration-resistant prostate cancer (CRPC), suppresses androgen and cortisol synthesis, leading to elevated ACTH and accumulation of mineralocorticoid precursors such as 11-deoxycorticosterone and corticosterone, both possessing potent mineralocorticoid activity^1,2,3. Concomitant prednisone is recommended to prevent this cascade, as its omission can lead to clinically significant mineralocorticoid excess manifesting as severe hypokalemia, hypertension, and fluid retention⁴. This preventable complication remains underrecognized, particularly in elderly patients who are frequently exposed to polypharmacy. Here, we report a patient with metastatic CRPC on abiraterone therapy who presented with acute wrist pain, …

Severe Ldl-C Elevation With Negative Monogenic Familial Hypercholesterolemia Testing: A Case Of Polygenic Hypercholesterolemia, Ripudaman Singh, Daniela Hernandez

Research Symposium

Background: Severe hypercholesterolemia, defined as a low-density lipoprotein cholesterol (LDL-C) level ≥190 mg/dL, is most often attributed to familial hypercholesterolemia (FH), a monogenic autosomal dominant disorder caused by pathogenic variants in genes essential for LDL-C catabolism, including the low-density lipoprotein receptor (LDLR), apolipoprotein B (APOB), proprotein convertase subtilisin/kexin type 9 (PCSK9), and LDL receptor adaptor protein 1 (LDLRAP1). Clinically, FH is characterized by markedly elevated LDL-C levels and an increased risk of premature atherosclerotic cardiovascular disease (ASCVD). Homozygous individuals typically present in childhood, while heterozygous individuals are more commonly diagnosed in adulthood. However, a substantial proportion of patients with an …

Limits Of Post-Activation Performance Enhancement: Asymmetry Persists Despite Performance Gains, Talia Thompson, Monique Mokha

Journal for Sports Neuroscience

Post-activation performance enhancement (PAPE) protocols are commonly used to improve power, yet their influence on inter-limb force symmetry remains unclear. This study examined the effects of a PAPE protocol on inter- and intra-session symmetry and performance during a countermovement (CMJ. Ten American football players preparing for the National Football League’s draft completed a complex PAPE protocol consisting of two baseline CMJ trials on dual uniaxial force plates, followed by three sets of maximum effort lower-body lifts (e.g., split squats) alternated with two CMJ trials. Jump height (JH), reactive strength index modified (RSImod), and asymmetry indices for concentric impulse (CIA), eccentric …

Colorectal Cancer Care Delivery In Rural And Socioeconomically Deprived Areas Of Maine, Christina A. Kapala, Kimberly Mooney, Sydney Bebus, Lise M. Cloutier, John L. Daggett, Benjamin R. Felix, Renee M. Fay-Leblanc, Adriana E. Nadeau, Bridget K. Rauscher, Kathryn Rensenbrink, Debra A. Rothenberg, Kevin D. Stein, Kathleen M. Fairfield

Journal of Maine Medical Center

No abstract provided.

Measuring The Impact Of Ai-Assisted Language Learning On English Language Education: A Mixed-Methods Study, Abdulrahman Alkhirbash, Vn Vamsidhar Kilari, Abdulrahman Dallak

UB Journal for Humanities

The use of AI tools in English language pedagogy is changing classroom practices by helping to develop students’ communicative competence and confidence and to assist teachers with their teaching tasks. This research examines the efficacy of existing artificial intelligence tools and applications for supporting English language teaching and learning, with a particular focus on the impact they have on the key language domains of speaking, reading, writing, and grammar. It explores how AI tools enhance personalization, instant feedback in language learning as well as addressing challenges such as data privacy, technology dependence and algorithmic bias. The design of this research …

Extending The Global Impact Of Dnp Education: Integrating Scholarly Dissemination And International Practice Projects, Cynthia Plonien, Pricilla Muisyo, Deborah Behan, Kristine Cope, Cathy Brown

Nursing Faculty Publications & Presentations

The Doctor of Nursing Practice (DNP) Program at the University of Texas at Arlington initiated a global outreach effort in 2024 through two complementary strategies: expansion of a digital repository to support dissemination of DNP scholarly work and implementation of pilot DNP projects in Kenya. Together, these initiatives represent an integrated model for global engagement that combines knowledge dissemination with application of practice-based scholarship. The repository has facilitated international access to DNP projects, demonstrating significant global reach across multiple countries. Concurrently, a pilot project in Kenya was established through a strategic in-country professional partnership, enabling culturally relevant and sustainable implementation …

Do Complex Models Matter? Evidence From Multiclass Machine Learning Models In Credit Outlook Prediction, Rashmi Malhotra, Davinder K. Malhotra, Robert Nydick, Nathan Coates

College of Business Faculty Papers

This research explores whether boosting model complexity enhances the forecasting of corporate financial outlook in a multiclass credit outlook setup. Instead of viewing distress as simply a yes-or-no result, companies are divided into negative, neutral, and positive outlook categories to better reflect shifting credit conditions. The study evaluates a parametric baseline against several nonlinear classifiers—including ensemble, kernel-based, and similarity-driven approaches—while applying a consistent validation process and statistical testing. On average, nonlinear models outperform the linear specification in terms of out-of-sample accuracy and provide more homogeneous classification across the three outlook categories. Importantly, they substantially improve the identification of firms with …

Assessing Youtube Finance Influencers: Guidance Or Hype For Generation Z?, Alyse Alfred

DU Undergraduate Research Journal Archive

This study evaluates the content of YouTube finance influencers (finfluencers) to assess whether they provide overly promotional advice or can help improve the low financial literacy of Generation Z. A total of 407 videos sampled using the nine knowledge areas tested in the TIAA Institute Personal Finance Index (P-Fin Index) were analyzed using Structural Topic Modeling (STM). Eight topics were observed in the videos, ranging from general literacy to emergency planning. Comparing the observed topics to the P-Fin Index categories showed that finfluencers address six of the nine key areas of financial literacy, with gaps in the coverage of long-term …

Visualizing Ozone Pollution In The Denver Metro Area Using A Bioindicator Garden, Ella K. Mathews, Hillary Hamann, Julie Morris, Erica L. Larson

DU Undergraduate Research Journal Archive

Since the industrial revolution, widespread fossil fuel combustion has significantly increased atmospheric pollution. The combustion of fossil fuels releases nitrogen oxides (NOx) and volatile organic compounds (VOCs), which form tropospheric (ground-level) ozone when exposed to sunlight. Ozone directly harms plants by disrupting their ability to absorb carbon dioxide, release oxygen, and carry out photosynthesis. Bioindicator species are plants that have visible responses to environmental conditions, such as ozone, and can act as “canaries in the coal mine,” indicating the health of their environment. In this study, we used a garden of ozone bioindicator species (ozone garden) as a cost-effective tool …

Generation Z And The Ai Misinformation Paradox: Understanding A New Digital Vulnerability, Cecilia Cooley, Elizabeth Sperber

DU Undergraduate Research Journal Archive

This paper asks: How and why is Generation Z more vulnerable to AI-generated misinformation and disinformation than older generations? Using a comparative review of recent empirical studies, survey data, and meta-analyses from 2019–2025, this paper synthesizes research on Gen Z’s exposure to and interaction with AI-produced content across social media platforms. Although it is commonly assumed that Gen Z ’s technological exposure and fluency make them better equipped to recognize false information, findings show the opposite: Gen Z is consistently outperformed by older cohorts in detecting AI-generated falsehoods. This vulnerability stems from three intersecting factors: (1) the sheer volume of …

Greenspace Access In The Denver Metro Region: Historical Housing Policy Impact On Modern Greenspace Distribution, Brody Petig, Susan Dagget

DU Undergraduate Research Journal Archive

Access to safe, high quality, urban green spaces is widely recognized as a determinant for physical health, mental well-being, and social cohesion. Existing literature has demonstrated that race, age, gender, and socioeconomic status frequently dictate the allocation of resources and shape disparities in access to greenspace. These disparities are also often reflective of historical housing policy and zoning decisions. This paper examines greenspace access in the Denver Metro Region (DMR) and the City and County of Denver (CCD) through a social justice lens, with particular attention to the relationship between historical housing policy and contemporary trends in greenspace distribution and …

Impact Of Eating Disorder Type On General Population Perceptions Of Stigma And Likelihood Of Comorbidity, Gabri Notov, Grace Schroeder, Kaz Skelton, Kevin Summers, Sarah Huff

DU Undergraduate Research Journal Archive

Eating disorders carry a significant risk of mortality, necessitating further research. Previous work has examined how stigma influences treatment seeking in other mental health conditions, creating a potential area for improving disordered eating outcomes. Additionally, prior meta-analyses have discovered high comorbidity of other mental health diagnoses with disordered eating. Some work has attempted to examine the perception of comorbid mental health problems alongside eating disorders, but this construct has not been studied in depth within general populations. To date, no work has simultaneously examined stigmatization and knowledge of common mental health problems with disordered eating in this population. This study …

Urban Removal: The Long-Term Impacts Of The Displacement Of Denver’S Auraria Neighborhood, Sophia Krout, Reginald A. Byron

DU Undergraduate Research Journal Archive

In the early 1970s, the Auraria Center for Higher Education was developed, displacing a well-established Denver Latino neighborhood, which encompassed a 38-block district at the time, including 155 families, 49 single individuals, and 237 businesses, and clearing the way for the establishment of the Metropolitan State University of Denver, the University of Colorado Denver, and Denver Community College. The implementation of remedial measures for the displacement has fallen short of meeting the needs of displaced residents. The residents were promised affordable education through a program named the Displaced Aurarian Scholarship, which has similarly stated intentions of improving the educational attainment …

Du Undergraduate Showcase Abstracts: Research, Scholarship, And Creative Works, Sophia Wismar, Henry Staats, Allison Metzler, Chloe Puckett, Rachel Levine, Christa Kilpatrick, Scott Wolf, Joe Walsh, Grace Doolittle, John Engebreston, Zoe Lopez, Christopher Aaby, Audrey Duff, Timothy Sisk, Katelyn Lamberton, Angela Narayan, Gilkah Argueta, Habiba Samir, Girena Tesfazghi, Genet Kenore, Sinit Tesfamariam, Effley Brooks, Abi Newell, Megan Doherty, Natalie Baer, Lexi Blood, Talya Riciputi, Jessica Jimenez, Devin Hernandez, Lynn Clark, Taj Kumar, Sunil Kumar, Allen Rutman, Mira Pronobis, Tess Carson, Anna Sher, Frankie Stroud, Tamra Pearson D'Estree, Alyssa Wilson, Emily Melnick, Jenalee Doom, Yihang Gao, Gwendolyn Geiger, Noah Gettle, Scott Nichols, Clare Ayoub, Cara Dienno, Sunny Walker, Zoe Hansen, Maya Wheeler, Addison Rice, Patrick Martin, Sanjana Acharya, Daniel Mcintosh, Amanda Mckellips, Calli Cain, Justin Blake, Peter Sokol-Hessner, Natalie Miller, Max Weisbuch, Sophia Dellota, John Macikas, Charlotte Snow, Mark Siemens, Zoe Lynch, Alex Huffman, Prachi Shah, Jason Roney, Halcyon Levi, Nicole Herzog, Andrea Koly, Daniel Linseman, Annie London, Xi Yang, Avery Zwisler, Jane Smith, Chaz Contag, Michael Kerwin, Lucy Rand, Grace Schroeder, Michelle Rozenman, Nissa Tapper, Guiming Zhang, Mateo Mazariego-Halpern, Keith Meyer, Julie Do, Dakota Park-Ozee, Travis Herink, Kara Neu, Jonathan Plomin, Eve-Odine Duchaufour, Debbie Gale Mitchell, Tennyson Anderson-Stricklin, Lily Treitz, Samantha Rosenberger, Sierra Griffith, Finley Joseph, Daniel Sampson, Emmy Davis, Skyler Kasnoff, Evon Lopez, Vivian Nguyen, Cassy Young, Franklin Sellner, Martin Tobon, Ila Graham, Zach Billings, Holden Hedit, Decatur Boland, Paul Kosempel, Cory Chandler, Jay Mahoney, Sam Dragan, Susan Dagget, Yarrow Ator, Heidi Vuletich, Owen Weber, Andrew Kloeppel, Petersen Gray, Mandi Schaeffer-Fry, Razleen Bassra, Bryanna Rodriguez, Christina Blue, Taubie Sanders, Rachel Epstein, Luke Milburn, Camryn Evans, Ezra Martinez, Mary Westwood, Gabri Notov, Robin Tinghitella, Lilou Cabrol, Eli Barbour, Juliet Mendik, Selma Myers, Zac Wise, Noah Fahlin, Michelle Knowles, Abigail Hopper, Michael Greenberger, Romi Laclair, Sarah Watamura, Sabrina Efroymson, Casey Barker, Sydney Seltzer, Bryn Yehle, Jennifer Hoffman, Sara Garcia, Ryuka Nagamine, Trevor Briggs, Remy Le Boeuf, Elena Krone, Eileen Farrell, Regan O'Rourke, Elena Roel, Greg Mortimer, Ali Ayoub, Stefani Langehennig, Caitlin Turk, Logan Scmid, Stefan Chavez-Norgaard, Karen Kim, Tatiana Peccedi, Courtney Cassidy, John Sebesta, Rhianna Lewis, Janice Bening-Lacek, Vivian Lawless, Mckenna Hanson, Jeffrey Amidon, Riya Joshi, Ram Ambre, Brady Worrell, Perrin Schneider, Ali Azadani, Brooke Agulnek, Lyndsie Salvagio, Elise Siemanowki, Yan Qin, Andre Allen, Melodie Nguyen, Megan Livengood, Abby Reams, Saffron Hartreeve, Bri Wylie, Sarah Brookman, Mariah Loiacono, Green Russo, Abhia Lodhi, Gabrielle Welsh, Nika Spehar, Shahked Levin, Evrim Baykal, Kimberly Chiew, Jocelyn Torres, Kailey Hicks, Mykaela Tanino-Springsteen, Audrey Bellows, Akam Chahal, Madeline Tepper, Shannon Murphy, Alexa Fonseca, Deborah Han, Cassandra Perez, Oluwatoyin Alaba, Julia Roncoroni, Vy Nguyen, Nana Burn, Sarah Sasse, Rubin Tuder, Anthony Gerber, Nancy Lorenzon, Christine Vohwinkel, Camryn Gunter, Tristan Weber, Sam Rommel, Brian Michel, Muskan Fatima, Alannah Oleson, Kira Frey, Edward Garrido, Beckett Morris, Kerstin Haring, Drew Middleton, Abigail Walpert, Liam Dee, Gabby Ishaw, Cole Carnes, Maddie Weiser, Claire Fox, Valeriia Vlasenko, Kateri Mcrae, Riley Smith, Abigail Templin, Kushani Rajapaksha

DU Undergraduate Research Journal Archive

Abstracts from the DU Undergraduate Research Showcase.

An Exploration Of The Lived Experience Of Married Couples Impacted By Aphasia, Summer Ewell

Theses and Dissertations

People with aphasia and those closest to them experience changes in their lives and relationships due to aphasia. These changes may be particularly impactful for married couples. The aim of this study was to increase understanding of the dynamic and complex experiences of couples impacted by aphasia and to add personal perspectives to the creation of practical treatments and resources. Twenty-eight participants (14 married couples) participated in both individual and couples' semi-structured interviews, resulting in 42 total interviews for analysis. Participants answered open-ended questions about aphasia's influence on the couple's communication and relationship. Interviews were then transcribed orthographically and coded …

Patron-Client Relationship Undermines Sustainable Fishery Governance: A Case Of Small-Scale Fishing Certification In Sulawesi, Indonesia, Desiree Simandjuntak

Forest and Society

One of the ways market-based fishery governance attempts to boost sustainable fishing is through economic incentive. Offered as an above-market price to producers, it is commonly practiced in seafood certification to encourage sustainable and equitable production. However, certification is mainly inaccessible to small-scale fishers who are typically tied to pre-existing patron-client relationship, particularly those from developing economies. This study analyzes the extent to which economic incentive can benefit small-scale fishers amidst the intricate power imbalance in producer community. Based on a ten-month ethnography study in Sulawesi, Indonesia, it finds that prevalent patronage impedes participating fishers' income as it is affected …

Richmond Agitation-Sedation Scoring Implementation In A Critical Access Hospital, Jasmine A. Hobbs

Doctor of Nursing Practice Posters and Presentations

Mechanically ventilated patients who are boarding in rural emergency departments face an increased risk of inconsistent sedation management due to the lack of standardized protocols and the extended transfer times to higher levels of care. The variability in sedation practices can lead to both under- and over-sedation, which negatively affects patient comfort, safety, and clinical outcomes. Research suggests that sedation protocols incorporating the Richmond Agitation-Sedation Scale (RASS) can shorten mechanical ventilation duration and improve clinical outcomes. The purpose of this project was to evaluate the effectiveness of a targeted educational intervention on improving nursing knowledge and comfort with the RASS …

Ankle Dorsiflexion Is A Primary Influence On Single Limb Landing Stability Regardless Of Menstrual Cycle Chase, Olivia Matrulli

Honors Theses

Context: Hormonal fluctuations associated with the menstrual cycle contribute to modifications in joint laxity. Conflicting evidence supports increased ligamentous injury risk and altered postural control in response to these cyclic changes. Objective: To quantify changes in passive joint flexibility and dynamic postural control across the menses and luteal phases of the menstrual cycle. Design: Repeated measures. Setting: Research laboratory. Participants: Thirteen healthy females (20 [1] y, 1.62 [0.06] m, 67.42 [11.75] kg) with a regular menstrual cycle over the last twelve months volunteered. Interventions: Participants performed five static flexibility tests and three single-leg drop landings onto a force plate with …

Harry Robert Fox, Jr. Papers, 1956-1994, Harry Robert Fox Jr.

Center for Restoration Studies Archives, Manuscripts and Personal Papers Finding Aids

No abstract provided.

The Effect Of Incidental Emotions On Self-Control: An Examination Using A Need-Based Choice Model, Shruti Koley

Business Faculty Publications and Presentations

Purpose – The purpose of this paper is to develop a framework that examines the effects of incidental emotions on choices in self-control dilemmas. The framework predicts that the effect of emotions depends on the hedonic and non-hedonic needs they activate and the extent to which emotional consumers expect the virtuous and gratifying options in the choice dilemma to facilitate these needs (i.e. their instrumentality toward the activated needs). The framework helps develop propositions for the self-control effects of six commonly experienced emotions: happiness, sadness, pride, guilt, anger and anxiety. Design/methodology/approach – The author uses a choice model to develop …

Bridging The Justice Gap: A Comparative Study Of Legal Aid Marketing In Canada, Australia, And The United States, Farah O. Haq

Student Theses and Dissertations

Access to justice remains a central challenge across legal systems, particularly for immigrants and refugees, Indigenous communities, and survivors of domestic violence. While legal aid organizations play a critical role in bridging this gap, their effectiveness increasingly depends on how clearly and compassionately they communicate legal information online to their target audience. This thesis conducts a comparative content analysis of nine nonprofit legal aid organizations in the United States, Canada, and Australia, three countries united by a common law tradition but divided by the communication barriers their communities face, examining 180 social media posts and nine websites through the lens …

The Importance Of Career And Retirement Services For Student Athletes, Vincent R. Giuliano

Masters Projects

There are hundreds of thousands of collegiate student-athletes competing in organized sports in the NCAA. Research shows the different resources that are available to them during their time competing, as well as how sports can open different opportunities for them during their competitive years. However, once this is over, an individual may realize they spent their time becoming an athlete and not enough time on their holistic well-being and professional development due to time constraints, identity engulfment, etc. While institutions do well in nurturing students during their competitive years, they lack in considering the retirement of these student-athletes. This project's …

What Is Fsma Section 204, The Food Traceability Rule?, Hema Lingireddy, Amanda J. Deering, Tari Gary, Scott Monroe, Katheryn Parraga, Rama Radhakrishna

Purdue Extension Numbered Publications

The Food Traceability Rule is a federal food safety regulation. In this publication, Purdue University researchers provide a plain-language overview of the rule, why it was created and how it differs from other FSMA requirements. This publication pairs with FS-74-W and FS-75-W.

Lovastatin Potentiates The Function Of Α7-Nicotinic Acetylcholine Receptors, Dmytro Isaev, Keun-Hang Susan Yang, Murat Oz

Pharmacy Faculty Articles and Research

Background/Objectives: Statins are currently one of the most commonly used cholesterol-lowering drugs. In recent years, in addition to their well-known effects on the cardiovascular system, statins have been shown to exert beneficial effects in the progression of various neuropsychiatric and neurodegenerative diseases. Methods: In this study, the effects of lovastatin on the function of α7-nicotinic acetylcholine (nACh) receptors expressed in rat hippocampus and Xenopus oocytes were investigated. Results: In whole-cell patch clamp studies in hippocampal neurons, 21-day chronic (20 mg/kg), but not acute (20 min), lovastatin treatment caused significant potentiation of choline (a selective agonist for α7 nACh receptors)-induced currents …

Integrating Local Ethnobiology Into Sustainable Forest City Development In Indonesia's New Capital City, Tri Atmoko, Mukhlisi Mukhlisi, Bina Swasta Sitepu, Ulfah Karmila Sari, Eko Herwanto, Deny Adi Putra, Tri Rizkiana Yusnikusuma

Forest and Society

The Nusantara new capital city has been a national strategic program based on Indonesian's sustainable forest city concept. In the future, there will be a migration of 1.9 million people from different islands, indigenous, and religions, carrying their own cultures. It will suppress the existence of local cultures. Local culture lives in harmony with nature, but massive development will impact the presence of forests and their culture. This research aims to document various local cultures related to ethnobiology (plants and wildlife) of the indigenous in the Nusantara region and its surroundings (Dayak, Paser, and Kutai). The research was conducted through …

The Disconnect Of Moral Accountability: Freedom, Equality, And The Limits Of Punishment, Celine Shiah Choi

Philosophy Senior Theses

This thesis examines the justificatory foundations of moral accountability as a social practice and the profound disconnect between our ordinary intuitions about justice, the moral attitudes we hold toward one another, and the governing institutional practices of punishment. Drawing on Stephen Darwall's second-person standpoint and P.F. Strawson's account of reactive attitudes, the paper argues that legitimate accountability presupposes two necessary conditions, freedom and equality, understood as the shared capacity of rational agents to recognize moral demands and stand in reciprocal normative relation with one another. Both conditions, however, prove deeply fragile in practice: legal institutions invoke the language of rational …

Leading In The Classroom Empowering Educators In Paraguay, Carissa State Gober, Donna Zerr, Jason Clemensen, Aaron Hurt

Open Educational Resources - Teaching and Learning

Here’s a simplified version of the abstract with clear, straightforward language:

Abstract

In May 2026, faculty and staff from Pittsburg State University gave presentations in Asunción and Ciudad del Este, Paraguay. The sessions focused on practical topics for educators and students, including strategies for teaching English to speakers of other languages (TESOL), ways to use artificial intelligence in education, leadership tips, and international opportunities available at Pittsburg State University. Each session encouraged participation and discussion, helping connect Paraguayan educators and students with new ideas and resources. These events showed the university’s commitment to building international partnerships, supporting teachers with useful …

Machine Learning–Based Spatio-Temporal Analysis And Prediction Of Urban Air Quality Using Global Aqi And Geolocation Data, Rashed Ibrahim Almheiri

Theses

The research problem addressed in this study involves the use of machine learning approach in the spatio-temporal analysis and prediction of urban air quality by relating Air Quality Index (AQI) and geolocation data on Air Quality across a global dataset. The study is informed by the increased concern on the effects of air pollution both on human health and the environment, whereby specific attention is given to comprehending the determinants of AQI in various regions. In the study, four main research questions guide the research: what key factors play an effective role on AQI, the efficiency of machine learning models …