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Love Drugs: Exploring The Ethical Implications Of Relationship Targeting Biochemical Supplements, Hallie Young May 2025

Love Drugs: Exploring The Ethical Implications Of Relationship Targeting Biochemical Supplements, Hallie Young

2025 Spring Honors Capstone Projects - Archive

"Love drugs" can be defined as chemical interventions that affect desire, attraction, and affection. Contemporary advancements in neurochemical interventions have increased interest in love drugs and highlighted the need for accessible love drug analyses. This project explores how love drugs will affect contemporary relationships through realistic literary scenarios informed by current philosophical literature. These scenarios consist of three vignettes compiled into a novella-length creative work. It was initially anticipated that these vignettes would reveal that introducing a meta-biological or chemical intervention into social situations where authenticity is normatively highly valued would prompt participant introspection. In practice, this work finds that …


Navigation Of Unmanned Aerial Vehicle Using Computer Vision In Raytheon Drone Competition, Joseph R. Pavlik Iii May 2025

Navigation Of Unmanned Aerial Vehicle Using Computer Vision In Raytheon Drone Competition, Joseph R. Pavlik Iii

2025 Spring Honors Capstone Projects - Archive

A major problem with using GPS to navigate an unmanned aerial vehicle is that GPS signals do not accurately work while inside a building. This work presents the usage of the Simultaneous Localization and Mapping library, ORB-SLAM2, in C++ to solve this issue. By using the camera attached to the unmanned aerial vehicle, a map of the area covered by the drone will be created, and landmarks in area will be utilized to navigate throughout the interior of the building without the GPS. Based on previous studies, this navigation method should be viable. Preliminary tests show that this method will …


A Mixed Methods Study On Teacher Knowledge And Its Influence On Reducing Math Anxiety In Students, Shannon E. Cruz May 2025

A Mixed Methods Study On Teacher Knowledge And Its Influence On Reducing Math Anxiety In Students, Shannon E. Cruz

Dissertations

Math anxiety has been a cause for concern in many people's lives before research commenced on its impact on math performance and learning. The dissertation in practice was focused on how a teacher’s lack of preparation and tools to support students with math anxiety could be changed in the field of education. Using a design thinking-based process, the student researcher identified a research question about how professional development about math anxiety helps teachers understand and support affected students while analyzing two null hypotheses regarding teacher understanding and ability to support students. Once the knowledge gap was identified, the student researcher …


Seven Themes About Substance Use Among Asian Americans, Carolyn Wong, Sun S. Kim Phd, Aprn-Bc May 2025

Seven Themes About Substance Use Among Asian Americans, Carolyn Wong, Sun S. Kim Phd, Aprn-Bc

Institute for Asian American Studies Publications

This research brief summarizes the findings from a study on improving services for Asian Americans at risk for substance use problems that was conducted by the Institute for Asian American Studies in collaboration with the Bureau of Substance Addiction Services at the Massachusetts Department of Public Health. The full report, Exploring Substance Use Among Asian Americans: Seven Themes from Interviews with Service Providers and Community Residents by Drs. Carolyn Wong and Sun S. Kim is available here: https://scholarworks.umb.edu/iaas_pubs/51/


The Inclusion Of Goal Setting In Promoting Exercise Adherence In Adolescent Athletes Who Sustained A Concussion: A Critically Appraised Topic, Caitlin Culhane May 2025

The Inclusion Of Goal Setting In Promoting Exercise Adherence In Adolescent Athletes Who Sustained A Concussion: A Critically Appraised Topic, Caitlin Culhane

All Student Scholarship

Introduction/clinical scenario: Almost 2 million youth in the US sustain a concussion every year with several of them experiencing persistent post concussive symptoms. Past intervention has suggested that rest until symptom free is the best approach, while current findings suggest this approach is outdated and early exercise can help with a faster recovery. Several studies have researched the effects of goal setting strategies in different populations however there is a need for study in adolescent athletes. Focused clinical question: Is goal setting beneficial in promoting exercise adherence for adolescent athletes who sustained a sports related concussion? Summary of key findings: …


First Specimen-Based Record Of Barbonymus Schwanefeldii (Bleeker, 1854) (Teleostei: Cyprinidae) From Laguna De Bay, Philippines, Kent Elson S. Sorgon, Marjorie Juliana L. Martinez, Andrei Justin F. So, Mariko Franccesca R. Aboganda, Jazreen Nicole G. Parungo, Aeris Johanne G. Poricallan, Keona Tiffany B. Prieto, Mellissa Jewel S. Magday, Alexa Charlize Dc Geronimo, Ma. Vianca Julia E. Anupol, Derreck O. De Leon May 2025

First Specimen-Based Record Of Barbonymus Schwanefeldii (Bleeker, 1854) (Teleostei: Cyprinidae) From Laguna De Bay, Philippines, Kent Elson S. Sorgon, Marjorie Juliana L. Martinez, Andrei Justin F. So, Mariko Franccesca R. Aboganda, Jazreen Nicole G. Parungo, Aeris Johanne G. Poricallan, Keona Tiffany B. Prieto, Mellissa Jewel S. Magday, Alexa Charlize Dc Geronimo, Ma. Vianca Julia E. Anupol, Derreck O. De Leon

Biology Faculty Publications

The introduction of non-native fish species in the freshwater ecosystems of the Philippines presents a clear threat to native ichthyofauna, making verified reports of such introductions all the more critical. Through the examination of a collected specimen and anecdotes from fisherfolk and social media, we present here the first records of the occurrence of the tinfoil barb, Barbonymus schwanefeldii (Bleeker, 1854), in Laguna de Bay, Luzon Island, Philippines. This represents the addition of another non-native fish species in this lake, which is increasingly becoming dominated by non-native and invasive fishes that have been intentionally or accidentally introduced. Monitoring landed fish …


Advancing Research On Retinitis Pigmentosa: An Investigation Of Natural History, Visual System Plasticity, And Mutation-Independent Treatment., Cecilia A. Attaway May 2025

Advancing Research On Retinitis Pigmentosa: An Investigation Of Natural History, Visual System Plasticity, And Mutation-Independent Treatment., Cecilia A. Attaway

Electronic Theses and Dissertations

Retinitis Pigmentosa (RP) is an inherited retinal disease characterized by rod and then cone photoreceptor degeneration. ~25% of cases are caused by a genetic mutation that results in autosomal dominant RP (adRP). There has been a lack of exploration of the progression of degeneration in adRP models. In Chapter Two, I examined visual acuity (VA) changes, retinal structure, and function from early to late-stage disease in a murine P23H Rho ‘knock-in’ mouse model (RhoP23H/+), the most common form of adRP in North America. To establish a natural history, I evaluated behavioral VA, using the visual water task, …


“Souls Cannot Rest In Contested Places”: An Ethnographic Case Study And Archeological Environmental Assessment Of The North Shore Cemeteries., Henrietta K. Ransdell May 2025

“Souls Cannot Rest In Contested Places”: An Ethnographic Case Study And Archeological Environmental Assessment Of The North Shore Cemeteries., Henrietta K. Ransdell

Electronic Theses and Dissertations

This thesis is an ethnographic case study and archeological-environmental assessment of the North Shore Cemeteries to derive condition commentary and care recommendations for the landscape, cultural resources, descendant community, and Great Smoky Mountains National Park. Framed by theories of space-place culture, dispossession, and public lands co-management, this multi-methods, interdisciplinary thesis combines historical context, environmental conditions, archeological documentation, participant observations, and ethnographic interviewing of NPS and community affiliates to derive applied strategies for cemetery repair, operational efficacy, and this specific, public lands “co-management” relationship. With data from 12 interviews, eight participant observations, and six condition assessment surveys, it’s argued that perceptions …


Multimodal Emotion Recognition For Human-Robot Interaction Across Neuro-Diverse Populations., Ruchik Mishra May 2025

Multimodal Emotion Recognition For Human-Robot Interaction Across Neuro-Diverse Populations., Ruchik Mishra

Electronic Theses and Dissertations

This dissertation explores the integration of multimodal data streams and artificial intelligence pipelines to understand human affect in neurotypical and children with Autism Spectrum Disorder (ASD). This dissertation captures human affect in the context of human-robot interaction. For this, multiple studies have been presented with both children with ASD and neurotypical adults. This dissertation makes four contributions: 1) The first study introduces autonomy during perspective-taking teaching sessions by making verbal content generation through large language models (LLMs). This system is the first of its kind for teaching perspective-taking in a semi-autonomous manner under the supervision of domain experts. Furthermore, this …


For You, By Who? Undergraduate Students Enacting Critical Digital Literacy With The Tiktok "For You Page" Algorithm., Rachel Morgan May 2025

For You, By Who? Undergraduate Students Enacting Critical Digital Literacy With The Tiktok "For You Page" Algorithm., Rachel Morgan

Electronic Theses and Dissertations

This project explores undergraduate students’ digital literacy practices and algorithmic beliefs and awareness on algorithmically driven social media platforms like the TikTok For You Page (FYP). TikTok is a very successful social media platform with over 135 million users in the U.S. alone, nearly half of the U.S. population (Statista, 2025a). Central to TikTok’s popularity and success is its unique technological infrastructure, specifically the underlying algorithm of the FYP that shapes user experience. With a mixed-methods approach, I utilize survey data and text-based interviews (Prior, 2004) to examine participants’ experiences on the TikTok FYP. Drawing on a technofeminist methodology (Wacjman, …


"I Never Really Saw Anybody That Looked Like Me In A Book": A Positioning Theory Analysis Of Preservice Teachers' Critical Reflections., Melissa Lee Zipper May 2025

"I Never Really Saw Anybody That Looked Like Me In A Book": A Positioning Theory Analysis Of Preservice Teachers' Critical Reflections., Melissa Lee Zipper

Electronic Theses and Dissertations

The purpose of this qualitative case study is to understand how preservice teachers develop their criticality within a semester long undergraduate course focused on children’s literature. This study addresses a well-documented practical knowledge gap in education research: although preservice teachers claim to understand the importance of a culturally relevant and sustaining curriculum, they do not know how to effectuate that curriculum when it comes to their future classrooms. Using Positioning Theory as a theoretical lens and an analytical tool, the study explores how preservice teachers position themselves in relation to developing their criticality through participation in a course curriculum purposefully …


Teacher Perspectives On A Teacher Mentorship Program And Its Influence On A Sense Of Belonging And Professional Growth., Hyun Kang Wilson May 2025

Teacher Perspectives On A Teacher Mentorship Program And Its Influence On A Sense Of Belonging And Professional Growth., Hyun Kang Wilson

Electronic Theses and Dissertations

Teacher retention is crisis in the U.S. and globally. Literature suggests the first five years of teaching is a crucial time range to determine if teachers stay in the profession or quit. Teachers will leave the profession due to lack of support, poor school culture, feeling isolated, high work-related stress, poor compensation, and challenging student behaviors. Research suggests that new teacher mentorship programs are effective in addressing teacher support, ultimately improving teacher retention. Literature also suggests that employees are more likely to stay with a company if they feel belonged. To explore the further into a new teacher mentorship program …


Affective Teacher Tok: A Sociomaterial Analysis Of Teachers’ Digital Literacy Practices On Social Media., Jessica Nicole Gottbrath May 2025

Affective Teacher Tok: A Sociomaterial Analysis Of Teachers’ Digital Literacy Practices On Social Media., Jessica Nicole Gottbrath

Electronic Theses and Dissertations

Mass media often depicts teachers in oversimplified terms, as heroic saviors or dangerous agents of indoctrination, flattening the complex realities of their daily work and lived experiences. This polarization contributes to the ongoing deprofessionalization of teaching, where educators’ expertise is increasingly questioned and politicized. In response to these reductive portrayals and the everyday pressures of the profession, some teachers have turned to short-form social media videos as a creative outlet to share personal and professional insights. To explore how teachers reclaim agency through their digital literacy practices, this study employs mixed-methods research to investigate how educators use networked microvideos to …


Everything And Nothing Found In The House Of Leaves: A Multiliterate Analysis Of Multimodal Writing., Jennings Collins May 2025

Everything And Nothing Found In The House Of Leaves: A Multiliterate Analysis Of Multimodal Writing., Jennings Collins

Electronic Theses and Dissertations

The postmodern horror novel House of Leaves engages in a bevy of discourses across the humanities, a complex work that invites readers to engage with several multimodal forms of reading and writing to experience it fully. This thesis hopes to explore the novel’s place in various sites of discourse including film theory, philosophy, and horror genre theory; applying a multiliterate perspective to the work to study how the novel encourages multimodal and multiliterate thinking by applying studies of typography, experimental literature, and literary ontology. This thesis will emphasize a filmic analysis of text-within-text The Navidson Record, to address a …


Concurrently Implementing Islam And Democracy In Afghanistan: Failure Causes And Future Prospects., Mohammad Riaz Nassiry May 2025

Concurrently Implementing Islam And Democracy In Afghanistan: Failure Causes And Future Prospects., Mohammad Riaz Nassiry

Electronic Theses and Dissertations

Islam and democracy have been widely considered incompatible, especially in Muslim-majority countries. This thesis, with a contextual focus on Afghanistan, looks into the failure of the concurrent implementation of Islam and democracy in that country. The thesis takes a nuanced perspective and proposes a theory in which institutions (laws and regulations) and education play a prominent role in consolidating Islam and democracy. The research employs a mixed-method research design, with an aim to explore the influence of constitutional design and public education in shaping democratic outcomes within Islamic contexts. The findings reveal that Afghanistan’s constitution and laws were broadly compatible …


The Ten Commandments Goes Hollywood: A Century's Film Adaptations Of The Moses Narrative As Reflections Of American Culture., Aaron Nusz May 2025

The Ten Commandments Goes Hollywood: A Century's Film Adaptations Of The Moses Narrative As Reflections Of American Culture., Aaron Nusz

Electronic Theses and Dissertations

This dissertation examines the various film adaptions that the American Hollywood has released about the Biblical character Moses. The scope of this examination is limited to theatrical releases from Hollywood in English, which spans roughly 100 years of history. Each of the five films examined in this dissertation represents a different period in American culture, and all are from a different film genre. Starting with The Ten Commandments (1923) which represents the silent-film era of Hollywood, to the 2014 blockbuster Exodus: Gods and Kings, the film industry has continued to produced films which examine the life and deeds of Moses …


Genetic Influence Of Allelic Variation On The Phenotypic Variability Of Cognitive Outcomes In Individuals With Williams Syndrome., Marinie P. Joseph May 2025

Genetic Influence Of Allelic Variation On The Phenotypic Variability Of Cognitive Outcomes In Individuals With Williams Syndrome., Marinie P. Joseph

Electronic Theses and Dissertations

Williams syndrome (WS) is caused by a rare microdeletion of 25 – 27 genes on chromosome 7q11.23, characterized by a distinctive cognitive profile with considerable phenotypic heterogeneity. However, the genetic factors underlying this phenotypic variability remain unclear. I explored two genetic mechanisms—parent-of-origin (PoO) effects and genome-wide polygenic variation, as measured by polygenic scores (PGSs)—to elucidate possible influences on cognitive variability in WS. The first study examined PoO effects on cognitive abilities in two overlapping samples of children with WS (N = 211, N = 251). PoO refers to which parental homolog of chromosome 7 contains the WS deletion. Despite …


Perceptions Of Unstructured Recess And Classroom Behaviors In Elementary School Settings., Allison Shockley May 2025

Perceptions Of Unstructured Recess And Classroom Behaviors In Elementary School Settings., Allison Shockley

Electronic Theses and Dissertations

The priority on core curriculum areas such as math and reading has resulted in limited physical activity and regular recess routines. With the increased time spent on core curriculum, teachers and administrators have shifted their focus towards standardized student testing achievement. This focus has resulted in limiting or doing away with unstructured recess with the hopes that students will gain more core curriculum knowledge. This dissertation will focus on educators' perceptions of elementary school student behavior with varying recess time structures. This study began by examining the history of recess while analyzing the trickled- down historical inequities elementary students experience …


Necessitating Autonomy: Performing Black Womanhood., Krystal Chavonne Waller May 2025

Necessitating Autonomy: Performing Black Womanhood., Krystal Chavonne Waller

Electronic Theses and Dissertations

This thesis examines the ways in which Black womanhood should autonomously be represented on the stage and/or the screen. By defining the theories of Black Feminist Thought, Black Performance, Trap Feminism and Sankofa, I create a praxis that provides Black femme performers with tools for authentic characterization. By acknowledging and respecting that Black women are not monolithic, this thesis also explores the evolution of theatrical representations of Black Womanhood—particularly U.S. Black womanhood from the late 19th century to modern day. Using historical narrative, analysis, acting techniques learned during my MFA program, and personal reflection, I advocate for Black women …


The Impact Of Consensus Decision Making On Creating Conditions For Psychological Safety In Sbdm Councils., Rachel Ann Klein May 2025

The Impact Of Consensus Decision Making On Creating Conditions For Psychological Safety In Sbdm Councils., Rachel Ann Klein

Electronic Theses and Dissertations

This study reflects an examination of the forces and factors that impact effective decision-making on a Site-Based Decision Making council (SBDM) in Kentucky. It explores the relationship between consensus decision-making, the leader of a school, and the stakeholders who sit on an SBDM council as it relates to members’ feelings of inclusion, value, and belonging. A qualitative case study was designed to capture observational data gathered during SBDM meetings, as well as data gathered during member interviews. This data was analyzed through a relativist theoretical lens, which revealed that when open, trusting relationships are established among council members, decision-making flourishes. …


A Black Sherlock Holmes: An Exploration Of Nonconforming Characterization., Faith Janaye Artis May 2025

A Black Sherlock Holmes: An Exploration Of Nonconforming Characterization., Faith Janaye Artis

Electronic Theses and Dissertations

In the wake of diversity initiatives in the greater American theatre landscape, we are now including more Black actors than ever. Whether that be through the inclusion of diverse playwrights or implementing new casting protocols, we now have Black people in the room. However, when portraying the Black “version” of a character (i.e. Black Annie, Black Ariel, Black Juliet) a question still plagues the Black Actor’s mind: how am I meant to fit here? I evaluate my process of portraying Sherlock Holmes as my thesis role. By challenging the implied white perspective in this “universal” story (despite its feminist retelling), …


Demon In The Dark: A Collection Of Short Stories., Giovanna Claudia Burkett May 2025

Demon In The Dark: A Collection Of Short Stories., Giovanna Claudia Burkett

Electronic Theses and Dissertations

This creative thesis is a collection of short stories revolving around themes of grief, isolation, and survivor’s guilt. Each story is standalone even though they share overlapping motifs, as well as having a few references within the same universe. These protagonists often appear to be unreliable narrators, though the amount of reliability they depict should be determined by the reader. The protagonists encounter situations that cause them to question their own sanity and make them relive their greatest fears and confront traumatic memories, which may serve as a connection to the supernatural elements within the stories. Settings within each story …


Creating New Points Of Access: How Integrating Black Acting Methods Strengthens The Western Theatre Canon., Darrin Edward Dispenza-Mosley May 2025

Creating New Points Of Access: How Integrating Black Acting Methods Strengthens The Western Theatre Canon., Darrin Edward Dispenza-Mosley

Electronic Theses and Dissertations

Western acting techniques have historically disregarded the contributions and techniques of black and non-Western performance to the detriment of black actors. This disregard has created barriers for black actors when engaging in what has now become standard theatre training. This training is enforced by implementation of acting techniques in academia that favor codified techniques of Eurocentric acting. Despite black acting techniques being codified and taught within the black community and academia, outside of a few historically black colleges and universities (HBCUs), predominately white academia has implemented valuable training methods that black/African American Acting techniques can offer. By looking at American …


Student Perceptions Of School Climate And Safety After The Collective Trauma Of Covid-19 And Racial Injustice Syndemic., Amy Catherine Lyons May 2025

Student Perceptions Of School Climate And Safety After The Collective Trauma Of Covid-19 And Racial Injustice Syndemic., Amy Catherine Lyons

Electronic Theses and Dissertations

For people in marginalized communities, particularly the Black and African American community, the combined, disproportionate damage and loss from of the pandemic and a cacophony of racial injustices offer cause for labeling the phenomenon a syndemic. Syndemic is defined as “a conceptual framework for understanding diseases or health conditions that arise in populations and that are exacerbated by the social, economic, environmental, and political milieu in which a population is immersed” (Singer et al., 2017, p. 881). The purpose of this study is to explore, describe, and analyze Kentucky students’ perceptions of school climate and safety by demographic groups, racial …


Healthcare Utilization Patterns, Associated Factors, And Readmission Rates Among Children With Sickle Cell Disease., Daniya Mohammed Sabrah May 2025

Healthcare Utilization Patterns, Associated Factors, And Readmission Rates Among Children With Sickle Cell Disease., Daniya Mohammed Sabrah

Electronic Theses and Dissertations

Sickle Cell Disease (SCD) is common in Saudi Arabia, with a prevalence rate of 2.3%. It is an expensive disease to manage due to the extensive utilization of healthcare resources, including hospital readmissions, extended hospital stays, and frequent emergency department visits, which cost approximately $395 million annually in U.S. dollars. The primary objective of this study was to conduct a systematic literature review of healthcare utilization and cost of patients with SCD, following the PICO framework and PRISMA guidelines. The second aim utilized count models, including the negative binomial and Poisson, to identify factors associated with emergency, inpatient, and outpatient …


The Association Of Discrimination, Inflammation, And Coping Style On Self-Rated Health Among South Asian Individuals In The Masala Study, Raji Pillai, Sahiti Myneni, Constance M Johnson, Nilay S Shah, Alka M Kanaya, Jennifer E S Beauchamp May 2025

The Association Of Discrimination, Inflammation, And Coping Style On Self-Rated Health Among South Asian Individuals In The Masala Study, Raji Pillai, Sahiti Myneni, Constance M Johnson, Nilay S Shah, Alka M Kanaya, Jennifer E S Beauchamp

Faculty, Staff and Student Publications

Objectives: South Asian individuals (SAs) may have heightened levels of inflammatory markers, such as C reactive protein (CRP), Tumor Necrosis Factor-α (TNF-α), leptin, and resistin, and decreased levels of anti-inflammatory adiponectin, contributing to higher cardiovascular disease (CVD) incidence. Social determinants of health, like discrimination, are also associated with risks for CVD in SAs. This study examined the associations between discrimination and inflammation and whether coping styles moderated the association between discrimination and self-rated health (SRH) among SAs in the United States.

Design: Secondary analysis of data obtained from 1164 SAs (mean age = 57 years, SD = 9.4, 48% women) …


Concepts And Sources Of Authority In Early Christianity, Carter Dean Yancey May 2025

Concepts And Sources Of Authority In Early Christianity, Carter Dean Yancey

Masters Theses

The concept of authority, though seemingly clear in everyday discourse, is in fact a multifaceted and elusive subject upon closer examination. This paper seeks to untangle the intricacies of authority in order to better understand and discuss biblical and early Christian positions regarding the matter. The study begins by surveying the philosophical literature on authority to establish a clear and robust vocabulary for discussing the topic. Differentiating between the various concepts and paradigms of authority helps avoid the pitfalls of vague or inconsistent usage that have hindered the historical, philosophical, and theological debates on the matter.

Central to this thesis …


The Marginality Of Women In Narratives: Reflections On Iranian Women's Struggles Through Saeed Roustayi's Films, Narges Azami May 2025

The Marginality Of Women In Narratives: Reflections On Iranian Women's Struggles Through Saeed Roustayi's Films, Narges Azami

Theses, Dissertations and Culminating Projects

Using the concept of intersectionality, this thesis explores how women are marginalized in three post-revolutionary Iranian films (made after 1979), directed by Saeed Roustayi. In these three films, Life and a Day (2016), Just 6.5 (2019), and Leila’s Brothers (2022), the intersectional lens helps investigate how different types of oppression, such as gender and class, often come together to affect women’s lives. In the analysis, four main themes emerge, including emotional labor, symbolic erasure, limited visibility, and intersectional oppression. Roustayi’s films point out how systems like patriarchy, poverty, and tradition hold women back. The study also explains how multiple social …


How Theatre Of The Oppressed Helps White Teachers Understand Race: Moving From Color-Blind To Color-Sight, Roger S. Kintish May 2025

How Theatre Of The Oppressed Helps White Teachers Understand Race: Moving From Color-Blind To Color-Sight, Roger S. Kintish

Theses, Dissertations and Culminating Projects

The growth of teachers of Color in American classrooms has not kept pace with the growth of students of Color. While the percentage of White teachers versus teachers of Color has held relatively steady at approximately 80 percent White teachers to 20 percent teachers of Color for four decades, there has been a dramatic shift from approximately 80 percent White students and 20 percent students of Color in the 1980s to a majority-minority status for White students. There is strong evidence that this lack of alignment in racial, cultural, linguistic, and socioeconomic backgrounds between the nation’s teaching force and our …


Supporting Novice Programmers With Scaffolded And Open-Ended Generative Ai Interfaces: Insights From A Design-Based Research Study, Justin Olmanson, Azadeh Hassani, Gretchen K. Larsen May 2025

Supporting Novice Programmers With Scaffolded And Open-Ended Generative Ai Interfaces: Insights From A Design-Based Research Study, Justin Olmanson, Azadeh Hassani, Gretchen K. Larsen

Department of Teaching, Learning, and Teacher Education: Faculty Publications

In this study, we explore student experiences in coding and learning programming with scaffolded and unscaffolded generative AI interfaces. Specifically, we supported higher education students in using ChatGPT, an open ended interface for interacting with generative AI; and Giuseppe, a specialized interface with an OpenAI backend service that offers personalized supports specifically for helping students overcome early-stage challenges in learning to code, and working on education technology prototyping projects. This study contributes to the field by offering design insights for scaffolding initial learning interactions between generative AI interfaces and novice programmers. Our findings suggest that those new to coding welcome …