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Readiness Before Adoption: Exploring Ai Integration In Egyptian Nonprofit Fundraising, Marwa Y. Zayed Jun 2026

Readiness Before Adoption: Exploring Ai Integration In Egyptian Nonprofit Fundraising, Marwa Y. Zayed

Theses and Dissertations

 Abstract

Artificial intelligence (AI) has been transforming fundraising through data-driven decision-making, automation, and personalized donor engagement. Existing research focuses on AI applications and outcomes in the nonprofit sector in western context, with little known information in the Global South, particularly Egypt. This gap makes understanding the organizational conditions that shape AI difficult and limited. This thesis examines how organizational, cultural, ethical, and resource-related factors shape Egyptian nonprofit organizations’ readiness to adopt AI in fundraising. Through a qualitative approach, semi-structured interviews were conducted with 21 fundraising directors, CEOs, a governmental representative, and technology professionals working in Egyptian nonprofits based in Cairo …


Media Literacy Education In Hadhramout Governorate, Case Study: Hadhramout University, Amal Omar Ba Qatyan Jun 2026

Media Literacy Education In Hadhramout Governorate, Case Study: Hadhramout University, Amal Omar Ba Qatyan

Theses and Dissertations

Media literacy is an essential skill in today’s digital environment (Khoirunnisa, Udiana, & Zahra, 2025), especially in conflict-affected societies where misinformation and propaganda spread rapidly through social media platforms (Uzochukwu et al., 2025). In Yemen, the ongoing conflict has weakened the education system and reduced access to reliable information, which increases university students’ vulnerability to misleading, biased, and inaccurate media content (Moharram, 2026). Despite the recognized importance of media literacy education, academic research on this topic remains very limited in Yemen, particularly in Hadhramout Governorate.

This study addresses this research gap by examining the current state of media literacy education …


Creating Public Value Through Public-Private Partnerships In Technical And Vocational Education And Training In Egypt, Aseel Amr Tajuddin Jun 2026

Creating Public Value Through Public-Private Partnerships In Technical And Vocational Education And Training In Egypt, Aseel Amr Tajuddin

Theses and Dissertations

Technical and Vocational Education and Training (TVET) has emerged in the last decade as a foundational pillar for Egypt’s workforce and economic development vision. More recently, the Egyptian Ministry of Education and Technical Education (MoETE) has scaled industry driven and Public Private Partnerships (PPPs) TVET models, industry affiliated dual education programs and Applied Technology Schools (ATS), seeking to strengthen alignment with the labor market and improving TVET graduates employability. Yet, TVET in Egypt continues to suffer from persistent social stigma, limited social legitimacy and low social ranking, despite the state led reform efforts. Existing TVET literature remains limited to examining …


Instagram Influencers And Egyptian Women: Links To Self- Perception And Behavior, Fatma El Sayad Jun 2026

Instagram Influencers And Egyptian Women: Links To Self- Perception And Behavior, Fatma El Sayad

Theses and Dissertations

The rapid rise of Instagram influencers has transformed the ways young women engage with media, shaping perceptions of appearance, lifestyle, success, and everyday behavior. This study examines how frequent exposure to Instagram influencers affects self-esteem, internalization of beauty and lifestyle ideals, perceived realism of influencer content, and behavioral and consumption habits among young Egyptian females. The study explores participants’ lived experiences, interpretations, and coping strategies in relation to influencer culture. Perceived influencer credibility emerged as a key factor for females to follow them, influencers viewed as relatable, specialized, and transparent were more likely to inspire adaptive behaviors, whereas those promoting …


Shaping Egypt’S Transition To Sustainable Electric Transport: Current Policies And Future Directions, Noha A. Ragab Jun 2026

Shaping Egypt’S Transition To Sustainable Electric Transport: Current Policies And Future Directions, Noha A. Ragab

Theses and Dissertations

Egypt has enacted policies to promote the adoption of electric vehicles (EVs) in order to reduce their overall carbon footprint. However, the pace of transition remains limited, so the research aims to answer the following question: “How do current policies shape Egypt’s transition towards sustainable electric transport, and what additional measures can support this transition?" The study employs a qualitative analysis methodology, based on diffusion of innovation theory and conceptual framework, to analyze current policies in Egypt and identify challenges and gaps in their implementation. It also analyzes responses from 23 interviews with experts in the field, manufacturers, dealers, EV …


Fatherhood In Egypt: Identity Formation And Role Theory Perspectives, Mahmoud Nasr Gawdat Jun 2026

Fatherhood In Egypt: Identity Formation And Role Theory Perspectives, Mahmoud Nasr Gawdat

Theses and Dissertations

Fatherhood is a central yet under-researched dimension of family life in Egypt, particularly from a psychological and identity-based perspective. This study explores how Egyptian fathers construct and experience fatherhood through the lenses of identity theory and role theory. Using a qualitative research design, seven focus groups were conducted with 43 Egyptian fathers to examine the meanings they attribute to fatherhood, their perceived roles, challenges, support systems, and personal transformations. Thematic analysis revealed six interconnected themes: (1) describing the father’s role, (2) learning the father role, (3) social and cultural influences on the father role, (4) meaning of being a father, …


Modeling Volatility Dynamics In The U.S. Public Real Estate Stock Market: Evidence From Conditional Volatility Decomposition And Sector Benchmarking, Mariam Mohamed El Naghi Jun 2026

Modeling Volatility Dynamics In The U.S. Public Real Estate Stock Market: Evidence From Conditional Volatility Decomposition And Sector Benchmarking, Mariam Mohamed El Naghi

Theses and Dissertations

This study examines volatility dynamics between the U.S. public real estate stock market and the broader equity market, with a focus on sectoral conditional volatility sensitivity to market conditional volatility across different volatility regimes. Using daily stock price data from  to , conditional volatilities of real estate stocks and the market index are estimated through a GARCH-framework that incorporates Monday and Friday dummy variables in both the conditional mean and conditional variance equations as controls for calendar-based anomalies. The estimated conditional volatilities are used to estimate volatility-to-volatility elasticities at the firm and aggregate levels and are benchmarked against other equity …


Will Beauty Save The Brain? Exploring The Relationship Between Eudaimonic Reels Exposure And Egyptian Gen Z'S Mind And Motivations, Petra Zaky Jun 2026

Will Beauty Save The Brain? Exploring The Relationship Between Eudaimonic Reels Exposure And Egyptian Gen Z'S Mind And Motivations, Petra Zaky

Theses and Dissertations

Social media entertaining content includes a mixed bag of the meaningful and the trivial. For Generation Z, whose favorite daily entertainment is shallow yet funny short-form videos (reels), there is often an invisible price paid. The loss of ability to watch long meaningful videos, distractedness from self, “Brain Rot”, glamorizing of hedonism are among the maladies left behind the attractive rabbit hole of their daily media diet. This study explores the relationship between exposure to meaningful reels, in contrast to pleasurable reels, and Gen Z’s reflective thinking, “Brain Rot” symptoms, motivation to watch long meaningful videos and life motivations between …


Fathers’ Footprints: The Role Of The Father-Son Relationship In Shaping Men’S Experience And Expression Of Anger In Egypt, Lydia E. Wassef Jun 2026

Fathers’ Footprints: The Role Of The Father-Son Relationship In Shaping Men’S Experience And Expression Of Anger In Egypt, Lydia E. Wassef

Theses and Dissertations

Abstract

In many Egyptian families, the father holds a central position as an authority figure, a protector, and a provider, yet often remains emotionally reserved and relationally distant. The emotional legacy of paternal acceptance or rejection extends into adulthood, shaping patterns of emotional regulation. Particularly, the father-son relationship plays a fundamental role in shaping men’s experiences and expressions of anger. Within cultural contexts discouraging vulnerability and associating masculinity with strength and emotional restraint, anger may become one of the few socially acceptable modes of emotional expression for men. This study positions these dynamics within the cultural context of fatherhood in …


Determinants Of Corporal Punishment And Severe Physical Punishment In Egypt: A Mixed-Methods Analysis For Child Protection Policy, Marwa Moustafa Nassef Jun 2026

Determinants Of Corporal Punishment And Severe Physical Punishment In Egypt: A Mixed-Methods Analysis For Child Protection Policy, Marwa Moustafa Nassef

Theses and Dissertations

Corporal punishment (CP) and severe physical punishment (SPP) remain a major public health, child rights, and child protection policy concern. In Egypt, despite legislative reforms, survey-weighted analysis of the 2021 Egypt Family Health Survey (EFHS) 2021 (CAPMAS, 2022) reveals prevalence rates of 60.5% for CP and 27.4% for SPP among children aged 1–14 (author’s calculations using EFHS-2021, n=7623), yet evidence distinguishing the determinants of routine corporal punishment from escalation to severe physical punishment remains limited in low- and middle-income contexts. Guided by Bronfenbrenner’s ecological framework, this mixed-methods study identifies key drivers of CP and its escalation to SPP among Egyptian …


The Use Of Artificial Intelligence In Enhancing Arabic Regional Tv News Stations, Engy Mohamed Elzakazeky Jun 2026

The Use Of Artificial Intelligence In Enhancing Arabic Regional Tv News Stations, Engy Mohamed Elzakazeky

Theses and Dissertations

Arabic regional TV news stations have started using artificial intelligence (AI) as a tool for facilitating journalism work, coping with technology, and engaging audiences, as a result of the digital transformation in the television industry. This study examines how Arab regional TV news stations are incorporating AI into their operations, including its uses, opportunities, and limitations, in its early stages, through in-depth interviews with 14 media professionals in 13 Arab news stations. By reflecting on their own experiences, a purposive sample of news editors, managing editors, and graphic designers employed by news channels were interviewed. These media professionals were able …


Women And Wars: Understanding Women’S Political Empowerment Post- Conflict In France, Lebanon, And Sierra Leone, Alaa S. Sayed Jun 2026

Women And Wars: Understanding Women’S Political Empowerment Post- Conflict In France, Lebanon, And Sierra Leone, Alaa S. Sayed

Theses and Dissertations

This thesis attempts to discusses how conflict can be a time of change for women and how conflict can be a crucial aspect for change and improvement. Conflict provides a chance for the women to witness and experience the disruption of gender roles, which was a common practice during wartime, as women were placed in roles that were not officially theirs, according to what society adheres to or ascribes as acceptable roles for women. The conflict is presented as a “window” of opportunity. However, the reality of the situation of this “window” is not uniform across all post-conflict societies; the …


The Style Of Decision: Consumer Wisdom And The Mediating Role Of The Heuristic-Systematic Model Of Information Processing In Clothes Shopping, Nourane Sakr Jun 2026

The Style Of Decision: Consumer Wisdom And The Mediating Role Of The Heuristic-Systematic Model Of Information Processing In Clothes Shopping, Nourane Sakr

Theses and Dissertations

Rationality and emotions are often treated as opposing forces in decision-making. Yet what if the more productive question is not which one prevails, but how a balance between the two might be achieved? Wisdom offers precisely this kind of integrative paradigm. Wisdom is a central trait for self-development; yet, little has been explored on Consumer Wisdom from a communications perspective. The theory has been initially examining ecology principles with an extensive space in consumer behavior and marketing practices. This research approaches consumer wisdom in online fashion advertising context whilst understanding the common information processing modes; evoked by the mediation of …


The Case For The Exclusion Of Exclusion: Intellectual Property, Masculine Legal Reason, And The Ethics Of Care, Ragya Shoukry Jun 2026

The Case For The Exclusion Of Exclusion: Intellectual Property, Masculine Legal Reason, And The Ethics Of Care, Ragya Shoukry

Theses and Dissertations

This thesis argues that current legal ideals of objectivity and neutrality are historically gendered and inseparable from the development of capitalist property relations and imperial expansion. It traces origins that begin with early modern witch hunts and Francis Bacon’s empiricism, where a new “scientific rationality” emerges alongside intensified patriarchal violence. The thesis then examines John Locke’s labour-based justification of property and the figure of the rational individual, showing how this framework legitimizes enclosure, dispossession and colonial appropriation under the guise of improvement and development. Building on this foundation, the analysis turns to moral psychology and how its allegedly universal stage …


Enhancing The Performance Of Brain-Computer Interfaces Via A Spatially-Aware Framework, Ahmed Ayman Eloraby Jun 2026

Enhancing The Performance Of Brain-Computer Interfaces Via A Spatially-Aware Framework, Ahmed Ayman Eloraby

Theses and Dissertations

Electroencephalography (EEG)-based brain–computer interfaces (BCIs) provide a non-invasive pathway for communication, with the P300 speller being one of the most established paradigms. Despite its practicality, EEG signals present inherent challenges, including low signal-to-noise ratio, high dimensionality, and limited spatial resolution. These characteristics complicate the extraction of discriminative spatial patterns, which are critical for accurate P300 detection and character-level decoding.

This thesis addresses these challenges through the development of AttenPCA-Net, a deep learning framework that integrates spatially-aware processing with dimensionality reduction. Principal Component Analysis (PCA) is employed to reduce redundancy and noise while preserving the most informative components of the EEG …


Breaking The Silence: A Content And Expert Analysis Of The 2025 Ramadan Series Lam Shamseya's Framing And Subversion Of Child Sexual Abuse Discourse In Egypt, Maya Abouelnasr Jun 2026

Breaking The Silence: A Content And Expert Analysis Of The 2025 Ramadan Series Lam Shamseya's Framing And Subversion Of Child Sexual Abuse Discourse In Egypt, Maya Abouelnasr

Theses and Dissertations

This thesis analyzes how the 2025 Egyptian TV series Lam Shamseya served as a sociocultural intervention and awareness platform for reframing and subverting the typical child sexual abuse (CSA) discourse in Egypt. Using a mixed-methods approach, the study triangulates framing theory and two complementary tools of the critical discourse analysis (CDA) and the circuit of culture model through a scene-level content analysis of 304 scenes across all 15 episodes of the series and ten semi-structured interviews with media experts, media practitioners, and psychologists. Key findings include reported corroboration of subversion of traditional tropes and archetypes, as well as reframing of …


A Parallelized Multi-Component Radiation Testing Methodology For Systems-On-Chip, Weston M. Smith Jun 2026

A Parallelized Multi-Component Radiation Testing Methodology For Systems-On-Chip, Weston M. Smith

Theses and Dissertations

As the space industry expands, there is an increased reliance on system on chip (SoC) devices in high radiation environments. The reliability of these devices becomes crucial, especially in space applications. The industry's rapid growth has led to a massive expansion in the use of Commercial Off-The-Shelf (COTS) components. Electronic systems are vulnerable to single event upsets (SEUs) and the failure modes caused by SEUs are not fully understood, especially for COTS SoCs. Standard radiation testing techniques of SEUs use a single core of a multi-core processor to monitor bit flips. In this work, we present a parallelized radiation testing …


Collaborative Practices Of School-Based Professionals In Conducting Multilingual Assessments, Megan Buckley Jun 2026

Collaborative Practices Of School-Based Professionals In Conducting Multilingual Assessments, Megan Buckley

Theses and Dissertations

The current study evaluates the perceived best practices and current actual practices of school-based professionals in interprofessional collaboration and in conducting multilingual assessments. The participants consisted of 341 professionals from across the United States in the following groups: speech language pathologists (SLPs), assistants, special education teachers, general education teachers, specialists, school psychologists, and administration. Participants responded to an online Qualtrics survey with a total of 74 possible items regarding demographics, caseload, multilingual assessment practices and beliefs, and interprofessional collaboration practices and beliefs. Results were analyzed with descriptive and inferential statistics. Results indicate that participants recognize the need for interprofessional collaboration …


Speech Motor Variability In Typical Speakers With Blocked, Predictable, And Unpredictable Stimulus Order, Jocelyn L. Turley Jun 2026

Speech Motor Variability In Typical Speakers With Blocked, Predictable, And Unpredictable Stimulus Order, Jocelyn L. Turley

Theses and Dissertations

This study examined the effect on spatiotemporal variability of speech in reading threesyllable, five-syllable, and eight-syllable phrases in blocked, predictable, or unpredictable order. This was done to address the need in the field for a greater understanding of the interactions of stimulus length and stimulus presentation order. The experiment was completed with 35 typically speaking young adult participants. Participants read variable stimuli in the different presentation orders to measure the spatiotemporal variability in different conditions with electromagnetic articulography and audio recording software tracking their speech. The statistical analysis main condition effect revealed a significant impact on all phrase lengths between …


Effects Of A Complexity-Based Approach For Treatment Of Be Verbs In Children With Developmental Language Disorder: A Single-Case Design, Megan Shawnee Rowe Jun 2026

Effects Of A Complexity-Based Approach For Treatment Of Be Verbs In Children With Developmental Language Disorder: A Single-Case Design, Megan Shawnee Rowe

Theses and Dissertations

The purpose of this study is to examine whether a complexity-based treatment approach improves the production of BE verb structures in a child with developmental language disorder (DLD). One school-age child with morphosyntactic deficits participated in a single-case AB experimental design. Treatment targeted a complex structure (auxiliary BE questions), and performance was measured using experimental probes, a narrative language sample, and the Test of Early Grammatical Impairment (TEGI). Results indicate a functional relationship between treatment and increased accuracy of the treated structure, with a medium effect size (τ = .695, p = .019). In addition, the participant demonstrated generalization to …


Prosodic Characteristics Of People With Moderate Broca's Aphasia: Measures Of Pitch And Intensity, Morgan Smith Lambert Jun 2026

Prosodic Characteristics Of People With Moderate Broca's Aphasia: Measures Of Pitch And Intensity, Morgan Smith Lambert

Theses and Dissertations

Aphasia is an acquired neurogenic language disorder commonly treated by speech language pathologists (SLPs). People with aphasia (PWA) experience various language deficits which impact their ability to effectively communicate with their environment. One of these deficits which impacts individuals with non-fluent aphasia is dysprosody. The purpose of this study is to acoustically evaluate the pitch and intensity of individuals with moderate Broca's aphasia along with age and gender matched control participants across a variety of task types in order to help SLPs better understand how to effectively assess and treat prosody in PWA. This study is an extension of Pickard …


Evaluating C-Band Scatterometer Images For Estimating Deforestation In The Amazon Rainforest, Alex Mcbride Jun 2026

Evaluating C-Band Scatterometer Images For Estimating Deforestation In The Amazon Rainforest, Alex Mcbride

Theses and Dissertations

Satellite-based active microwave sensors have been successfully employed for a wide range of vegetation and soil studies. Spaceborne microwave instruments have proven particularly useful for wide-scale monitoring of the vegetation, especially under conditions that limit the effectiveness of high-resolution optical sensors. Satellite scatterometry can be used to detect and model deforestation in the Amazon rainforest by correlating changes in the C-band backscatter data to observed changes in vegetation coverage. The exploratory methodology developed in this paper applies the longest continuous microwave satellite record to the problem of deforestation. The backscatter measurements taken by the ERS and ASCAT missions provide more …


Lack Of Effects Of Autistic Traits On Adjunct Control Processing, Alyssa Crezee Jun 2026

Lack Of Effects Of Autistic Traits On Adjunct Control Processing, Alyssa Crezee

Theses and Dissertations

Autism has effects on social, communication, and information processing factors (American Psychological Association, 2022; Happé & Frith, 2006). Sentence processing is a type of information processing that synthesizes both discourse and local information (e.g., syntactic and morphological). This thesis explores potential effects of autistic traits on sentence processing in the context of adjunct control structures. In a two-part study, adult English L1 participants (n=118) were administered a self-paced-reading (SPR) task with comprehension and acceptability questions for task 1. Task 2 consisted of an online survey containing three standardized autism questionnaires: the Autism Quotient (AQ; Baron-Cohen et al, 2001), the Broad …


Examining The Effects Of A Complexity-Based Treatment For One Child With Down Syndrome Using Single-Case Design, Markelle Luddington Jun 2026

Examining The Effects Of A Complexity-Based Treatment For One Child With Down Syndrome Using Single-Case Design, Markelle Luddington

Theses and Dissertations

Common language difficulties observed in English-speaking children with Down syndrome (DS) and developmental language disorder (DLD) include challenges with marking tense and agreement on verbs, particularly with BE verbs. In addition, difficulties with syntactic movement may further exacerbate these challenges, often resulting in increased omission errors. A complexity-based approach to treatment target selection has been suggested as one method to address these needs. Therefore, this single-case design study examined the effects of a complexity-based treatment approach for one participant with Down syndrome. Specifically, this study investigated the effects of targeting a more complex treated structure, auxiliary BE questions, and the …


Exploring The Impact Of Leadership Development On The Sense Of Belonging Among Collegiate Black Men, Todd Lamont Jenkins Jun 2026

Exploring The Impact Of Leadership Development On The Sense Of Belonging Among Collegiate Black Men, Todd Lamont Jenkins

Theses and Dissertations

This qualitative case study used Strayhorn’s Sense of Belonging Model (2018) to examine how collegiate Black men experienced affirmation, connection, and mattering through participation in Leaders of the Free World (LFW), a culturally grounded program integrating mentoring, leadership development, and short term study abroad. Through semi structured interviews, a focus group, and document analysis, five themes emerged: (1) Global Exposure and Cultural Heritage, (2) Identity Development, (3) Academic Realignment, (4) Mentoring and Relationship Growth, and (5) Leadership Capacity Building. Findings show that LFW fostered the core belonging conditions Strayhorn (2018) identifies: psychological safety, meaningful relationships, validation, and institutional navigation support. …


U.S. Black Men’S Perceptions Of The Similarities And Interplay Among Mind-Body Practices, Spirituality, And Religion: A Qualitative Study, Khanh Pham Jun 2026

U.S. Black Men’S Perceptions Of The Similarities And Interplay Among Mind-Body Practices, Spirituality, And Religion: A Qualitative Study, Khanh Pham

Theses and Dissertations

This qualitative study explored U.S. Black men’s perceptions of relations among mind-body practices (MBPs), spirituality, and religion to understand how these factors might influence Black men’s health. Reflexive thematic analysis was used to analyze data from individual semi-structured interviews with 18 Black male MBP instructors. Five themes were generated. The themes were (1) spirit(uality) is the foundation for Black men’s experience of life seen and unseen, (2) MBPs and religion are rooted in spirituality, (3) MBPs, religion, and Black culture share common characteristics, (4) MBPs and religion facilitate holistic wellbeing, and (5) confusion and negative perceptions about MBPs, spirituality, and …


Testing The Moderating Effect Of Self-Compassion On The Relationship Between Perfectionism-Related Discrepancy And Perceived Social Support From Family, Marinne Hammond Jun 2026

Testing The Moderating Effect Of Self-Compassion On The Relationship Between Perfectionism-Related Discrepancy And Perceived Social Support From Family, Marinne Hammond

Theses and Dissertations

Perfectionism involves an insistence on outstanding performance on tasks to an extreme level. More specifically, perfectionism-related discrepancy is when one subjectively sees a gap between their performance and their expectations for how they should perform. Perfectionism may be linked to mental health issues, such as anxiety, depression, eating disorders, and social disconnection. The perfectionism social disconnection model asserts that perfectionism can also lead to social withdrawal. Self-compassion involves the acceptance of imperfection; it has been associated with higher perceived social support and has also been shown to attenuate the relationship between perfectionism and psychological distress. This study aimed to further …


A Qualitative Study Of People With Aphasia And Their Experiences With The Bible, Marin Li Jun 2026

A Qualitative Study Of People With Aphasia And Their Experiences With The Bible, Marin Li

Theses and Dissertations

This phenomenological study explores the lived experiences of 4 individuals with aphasia (1 female, 3 male; 3 Catholic, 1 Lutheran) regarding their relationship with and engagement with the Bible. Participants completed three remote sessions via Zoom. In Session 1, participants completed the Test of Nonverbal Intelligence, Fourth Edition, (TONI-4), and the remote Quick Aphasia Battery (QAB). In Session 2, participants engaged in a semi-structured interview led by the researcher. In Session 3, the researchers presented preliminary analysis to receive feedback from participants. Student researchers coded interview transcriptions to develop a structured codebook. Five primary themes describe the participants' experiences with …


Assessing Psychological Trauma And Resilience In Collegiate Ems Providers: A Quantitative Study Of Risk And Protective Factors, Maribeth Olivia Novsak Jun 2026

Assessing Psychological Trauma And Resilience In Collegiate Ems Providers: A Quantitative Study Of Risk And Protective Factors, Maribeth Olivia Novsak

Theses and Dissertations

Collegiate Emergency Medical Service (EMS) providers are routinely exposed to potentially traumatic events while simultaneously managing academic responsibilities, yet limited research has examined psychological outcomes within this population. The purpose of this study was to examine the relationships among trauma exposure, PTSD symptom severity, resilience, and perceived social support among collegiate EMS providers. A quantitative, cross-sectional design was employed using a self-report survey administered to collegiate EMS personnel across multiple institutions. The final sample consisted of 26 participants. Results indicated that trauma exposure was significantly positively associated with PTSD symptom severity, suggesting that increased exposure to critical incidents is linked …


Data Science In The Utah Draft K-12 Standards Of Mathematics, Kate Webster Green Jun 2026

Data Science In The Utah Draft K-12 Standards Of Mathematics, Kate Webster Green

Theses and Dissertations

In today's data-driven world, the field of data science is becoming increasingly important. Research has shown that more job listings in Utah require applicants to have data science skills than ever before. Due to this growing demand, there is a push to begin data science instruction in grades K-12; however, what data science instruction is in grades K-12 is not yet clearly defined. Previous research has identified the skills and processes that make up data science in grades K-12, and several states and research groups have begun developing and implementing data science standards and learning progressions. This study analyzes the …