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Saudi Early Childhood Teacher Educators’ And Preservice Teachers’ Perspectives Of Early Field Experiences, Amani M. Alodwani
Saudi Early Childhood Teacher Educators’ And Preservice Teachers’ Perspectives Of Early Field Experiences, Amani M. Alodwani
USF Tampa Graduate Theses and Dissertations
This qualitative descriptive study explores how teacher educators perceive the integration of field experiences within the curriculum and their perspectives on the preservice early childhood education (ECE) teachers they supervise. It also examines preservice teachers’ views regarding their field experiences and how these experiences contribute to their professional preparation. The Ministry of Education (MOE) emphasizes that teacher preparation programs should provide extended field experiences that connect theoretical coursework with practical application. Semi-structured interviews were conducted with three Saudi teacher educators and four preservice teachers from Kingdom University. Thematic analysis using inductive coding was employed to identify recurring themes and differences …
Sound Practices In Human Resources: A Critical Analysis Of How Ai Applicant Screening Tools Are Used With Deaf Individuals In The Hospitality And Tourism Sector, Sherry L. Gaynor
Sound Practices In Human Resources: A Critical Analysis Of How Ai Applicant Screening Tools Are Used With Deaf Individuals In The Hospitality And Tourism Sector, Sherry L. Gaynor
USF Tampa Graduate Theses and Dissertations
This study explores the intersection of Career and Workforce Education, Deaf Education, and artificial intelligence (AI) technologies used in hiring practices. The purpose of this research is to identify potential barriers to equitable employment for Deaf and Hard-of-Hearing (DHH) individuals and to propose effective methods for evaluating and assessing AI and machine learning applications utilized in recruitment and selection processes. Although AI is increasingly embedded in human resource management (HRM), there remains a significant lack of research addressing its use with special populations. In particular, no prior studies have examined how voice recognition software, facial analysis, psychometric testing, and virtual …
Statistical Challenges And Simulation Results For Pilot Clinical Trials, Weiliang Cen
Statistical Challenges And Simulation Results For Pilot Clinical Trials, Weiliang Cen
USF Tampa Graduate Theses and Dissertations
Background: The effect size estimated from a pilot trial is often an inaccurate reflection of the true effect size observed in a large trial, leading to either underestimation or overestimation. Published data suggest that effect sizes from large trials are typically smaller than those reported in their corresponding pilot trials. To address this discrepancy, conservative or discount adjustment methods are widely recommended to modify pilot trial effect sizes when calculating sample sizes, thereby maintaining adequate statistical power. This study aims to assess effect sizes from both pilot and large trials and to evaluate the performance of existing adjustment methods.
Methods: …
The Characterization Of Sleep Quality In Pediatric Cancer Survivors With Overweight/Obesity, Erin M. Brennan
The Characterization Of Sleep Quality In Pediatric Cancer Survivors With Overweight/Obesity, Erin M. Brennan
USF Tampa Graduate Theses and Dissertations
Advances in cancer treatment have improved survival rates among pediatric cancer survivors (PCS), shifting the focus toward long-term quality of life. Despite this progress, PCS remain at elevated risks of chronic health issues, including disrupted sleep and obesity. The purpose of this study was to characterize the sleep of PCS with overweight/obesity and to identify predictors of sleep quality. Guided by Merz and Tomfohr-Madsen’s (2018) conceptual framework for sleep disruption in children impacted by cancer, this secondary analysis of data examined disease parameters, family and environmental factors, and physical activity as potential predictors of sleep quality. Participants were enrolled between …
Development And Initial Validation Of An Instrument To Measure Teachers’ Socioscientific Issues Instruction Perceptions, Michael Edward Mitchell
Development And Initial Validation Of An Instrument To Measure Teachers’ Socioscientific Issues Instruction Perceptions, Michael Edward Mitchell
USF Tampa Graduate Theses and Dissertations
Little is known about how high school science teachers perceive Socioscientific Issues (SSI) on a broad scale, including what factors shape their views of a pedagogical shift to adopt SSI. To address this critical gap, I constructed the Teachers’ Socioscientific Issues (SSI) Perceptions Survey (TSPS), the first instrument specifically designed and initially validated to measure teacher perceptions of SSI integration. This study presents the development and validation of the TSPS, offering robust evidence for its reliability, fairness, and construct validity.
Survey development adhered to gold-standard psychometric protocols (Bandalos, 2018; Crocker & Algina, 1986; DeVellis, 2012; McCoach et al., 2013) and …
Spatio-Temporal Characterization Of Trace Metals Across The West Florida Shelf And During The Decline Of The North Atlantic Spring Bloom, Delfina Paola Navarro-Estrada
Spatio-Temporal Characterization Of Trace Metals Across The West Florida Shelf And During The Decline Of The North Atlantic Spring Bloom, Delfina Paola Navarro-Estrada
USF Tampa Graduate Theses and Dissertations
Phytoplankton in the marine environment require the trace metals manganese (Mn), iron (Fe), cobalt (Co), nickel (Ni), copper (Cu), zinc (Zn), and cadmium (Cd) to catalyze cellular processes driving photosynthesis, including macronutrient (nitrogen, phosphorus, and carbon) acquisition, light harvesting, and protection from oxidative stress. The high biological demand for these elements, coupled with their low concentrations in the ocean, can limit primary production and shape community composition in marine ecosystems, highlighting the need to understand the drivers behind trace metal distributions and their interplay with phytoplankton growth across biogeochemical regimes. This dissertation characterizes the spatial and temporal distributions of dissolved …
Exploring Employee Profiles’ Adaptation To A Return-To-Office Policy: An Eadr Study In Higher Education Administrative Departments, Laura Cecilia Ferraz
Exploring Employee Profiles’ Adaptation To A Return-To-Office Policy: An Eadr Study In Higher Education Administrative Departments, Laura Cecilia Ferraz
USF Tampa Graduate Theses and Dissertations
Flexible work arrangements (FWAs) became a central feature of the post-pandemic workplace, offering autonomy and balance. In higher education administrative departments, hybrid models were widely adopted; however, managers struggled with accountability, equity, and effective communication. At the University of South Florida (USF), a mid-study return-to-office mandate required all employees to resume full-time on-site work, creating an opportunity to examine how employees adapted to the loss of flexibility and whether previously developed employee profiles remained relevant.
This qualitative study employed the Elaborated Action Design Research (eADR) methodology to investigate the experiences of employees and managers across three diagnostic phases. Cycle 1, …
Parameterizing Ion–Lipid Interactions From Local Clusters To Reproduce Experimental Bulk Properties Of Lipid Bilayers, W. Matthew Saunders
Parameterizing Ion–Lipid Interactions From Local Clusters To Reproduce Experimental Bulk Properties Of Lipid Bilayers, W. Matthew Saunders
USF Tampa Graduate Theses and Dissertations
Phospholipids are the main component of cell membranes, providing a delimiting boundary for cells from their environments or from their organelles from the cytosol. Thiscompartmentalization allows cells to maintain quite different solutions within their cells and organelles, including different mixtures dissolved ions. Consequently, these membranes are constantly flanked by complex mixtures of salts at varied concentrations. To study membrane structure, one cannot neglect the contribution of the salts in the local solution. Ions perturb bilayer structure via specific interaction with the phospholipids, primarily with the headgroups. Experimental studies of these systems are somewhat at odds — scattering experiments with different …
Exploring Teachers’ Perspectives On Digital Storytelling As A Tool In Saudi Kindergarten Classrooms: A Qualitative Multicase Study, Ouhuud Alahmdi
Exploring Teachers’ Perspectives On Digital Storytelling As A Tool In Saudi Kindergarten Classrooms: A Qualitative Multicase Study, Ouhuud Alahmdi
USF Tampa Graduate Theses and Dissertations
Saudi Arabia’s Vision 2030 emphasizes the importance of integrating digital technologies into early childhood education, with the goal of developing children’s skills for the 21st century from an early age and preparing them for the future. Digital storytelling is an effective and interactive multimodal strategy to enhance young children’s skills in the classroom. However, there is limited research examining how kindergarten teachers design and utilize digital storytelling in their classrooms. This qualitative multicase study aimed to explore how Saudi kindergarten teachers perceived and implemented digital storytelling as a tool to promote engagement and comprehension among young children. The study focused …
Thermal Properties Of Novel Materials, Wilarachchige D.C. Bhagya Gunatilleke
Thermal Properties Of Novel Materials, Wilarachchige D.C. Bhagya Gunatilleke
USF Tampa Graduate Theses and Dissertations
Thermal properties play an important role in various aspects of applications of technology startingfrom the materials property determinations to device performance improvements and their safety and stability. Measurements of the thermal properties of such materials of interest pose challenges due to the demands of these measurements for determination of intrinsic materials properties. The research included in this dissertation involved both synthesis of novel materials and their measurement of thermal properties. Solid-state materials synthesis involves various synthesis and processing techniques, while specific technological applications demand synthesis of defect-free single crystals. Such synthesis techniques were explored for the research included in this …
Communicating The Truth-Telling And Space-Making Of Black Women In Higher Education: A Trap Feminist Study, Chazman Deira Mckoy
Communicating The Truth-Telling And Space-Making Of Black Women In Higher Education: A Trap Feminist Study, Chazman Deira Mckoy
USF Tampa Graduate Theses and Dissertations
This dissertation adopts a “for Black women, by Black women” approach to examine how Black women’s lived experiences and performances of racialized gender become communicative acts of agency as they navigate the intersecting challenges of race and gender within pedagogical contexts.
Grounded in Black Feminist Pedagogy and expanded through Trap Feminism, this study celebrates the complexity of racialized gender performances and theorizes them as intentional communicative acts of resistance. These acts not only confront dominant ideologies but also create ongoing spaces for truth-telling, spaces where Black women can reframe how their stories, labor, and brilliance are recognized in academic contexts …
Mathematics And Growth Mindset: A Systematic Review And Meta-Analysis Of Interventions At The Post-Secondary Level, Sean E. Murphy
Mathematics And Growth Mindset: A Systematic Review And Meta-Analysis Of Interventions At The Post-Secondary Level, Sean E. Murphy
USF Tampa Graduate Theses and Dissertations
Growth mindset interventions have been implemented in academic settings for over three decades (C. S. Dweck et al., 1995a). One academic field where growth mindset may be most needed is mathematics, as it is not unusual for a student to claim, “I’m not a math person.” Notably, no meta-analysis of mindset interventions in post-secondary mathematics classrooms existed prior to the current study. To close this gap in the literature, the present study included a systematic review and meta-analysis, drawing on two search methods: Boolean and snowballing. The results from both methods were screened using inclusion/exclusion criteria. Snowballing search was hypothesized …
Investigating Whether Giving Or Receiving Support Impacts Caregivers Who Were Maltreated Or Not Maltreated Differently, Tara D. Matta-Singh
Investigating Whether Giving Or Receiving Support Impacts Caregivers Who Were Maltreated Or Not Maltreated Differently, Tara D. Matta-Singh
USF Tampa Graduate Theses and Dissertations
Caregivers can experience higher levels of stress, anxiety and depression compared to non-caregivers. However, a growing body of literature is beginning to show that while caregiving may be stressful, there may also be benefits to the caregiver, such as feeling closer to the care recipient, a sense of purpose or personal growth. Further, research now demonstrates that giving support to others can be more beneficial than receiving support from others in terms of mental health and even mortality. While these are important advances in the literature, understanding the impacts of giving and receiving support on individuals who were maltreated by …
Middle School Counselors' Perceptions Of Meeting Career Counseling Needs Of Middle School Students, Mario Oscar Garcia
Middle School Counselors' Perceptions Of Meeting Career Counseling Needs Of Middle School Students, Mario Oscar Garcia
USF Tampa Graduate Theses and Dissertations
This dissertation examined middle school counselors' perceptions of their effectiveness in delivering career counseling to students. Middle school is a pivotal time for career exploration and planning, yet disparities in guidance persist, particularly for students not on a traditional college pathway. Guided by the American School Counselor Association (ASCA) National Model, this study employed a survey method. An online survey developed by the researcher assessed counselors' time allocation across academic, career, social-emotional, and duties unrelated to their essential school counseling roles. Additionally, the survey inquired about counselors’ perceived effectiveness in meeting the career needs of diverse student populations (advanced academic, …
Geographic Patterns Of Educational Achievement: A Methodological Case Study Of Regression Modeling Approaches, Leokadia Lipien
Geographic Patterns Of Educational Achievement: A Methodological Case Study Of Regression Modeling Approaches, Leokadia Lipien
USF Tampa Graduate Theses and Dissertations
This methodological case study introduces a novel approach to investigate the impact of student, teacher, and geographic factors on the academic achievement of virtual school students in Florida. Traditional linear regression models, and even multilevel models, often overlook spatial dependencies, which can lead to biased estimates and incomplete inferences. This research addresses this limitation by comparing a cross-classified multilevel model (CCMM) with a novel cross-classified spatial model (CCSM) that incorporates coefficients from geographically weighted regression (GWR). Utilizing secondary data from a statewide virtual school, including student demographics, teacher characteristics, and standardized test scores, along with U.S. Census Bureau data, the …
Separating Memory And Attention In Secondary Tasks, Anne Olsen
Separating Memory And Attention In Secondary Tasks, Anne Olsen
USF Tampa Graduate Theses and Dissertations
Memory and attention are intricately intertwined throughout life. How these processes interact and effect the encoding process shows to be just as complex and intricate. A recent study by Sahakyan and Malmberg (2018) revealed that when cognitive resources are strained during encoding, long-established retrieval patterns in both recall and recognition alter. These patterns found were suggested to be the result of an altered mechanism in strengthening processes that eliminated trace strengthening when cognitive resources were strained. This work investigates those claims through a direct replication of the original experiment (Experiment 1) as well as investigating the components of the secondary …
Literacies Of Resistance: How Florida Teachers Story Policy Navigation And Response, Katharine E. Hull
Literacies Of Resistance: How Florida Teachers Story Policy Navigation And Response, Katharine E. Hull
USF Tampa Graduate Theses and Dissertations
Teachers are inundated with education legislation and the policy texts and discourses that surround them. Over nine months beginning in March 2024, I collaborated with three Florida P-12 teachers to explore their literacy practices and stories as they engaged with policy in a state that has recently passed an astounding amount of education legislation. This study explored how (1) teachers story the current policy context and their roles within it; (2) teachers use literacy practices to understand and respond to P/policies that impact their labor/working lives; and (3) teachers’ literate identities, agency, and collectivity intersect and shape one another. Guided …
Leveraging Dna Methylation Profiling And Microrna Sequencing To Characterize The Epigenomic Landscape Of Major Depressive Disorder Disease Trajectory, Jan Dahrendorff
Leveraging Dna Methylation Profiling And Microrna Sequencing To Characterize The Epigenomic Landscape Of Major Depressive Disorder Disease Trajectory, Jan Dahrendorff
USF Tampa Graduate Theses and Dissertations
Major depressive disorder (MDD) is a common and debilitating mental disorder associated with a significant disease burden and economic cost. Despite ample evidence documenting the efficacy of a diverse array of established MDD therapies, a large proportion of patients are inadequately responsive to initial treatment attempts, with first-line treatments leading to remission in only ~30% of the patients. Importantly, about a third of patients even fail to achieve symptom improvement after two or more antidepressant trials, resulting in what is commonly defined as treatment-resistant depression (TRD). The ability to identify which treatments are most likely to elicit a positive response …
From Past Pain To Present Unity The Role Of Trauma In Shaping Collective Identity Within Refugee Communities, Shahd Alasaly
From Past Pain To Present Unity The Role Of Trauma In Shaping Collective Identity Within Refugee Communities, Shahd Alasaly
USF Tampa Graduate Theses and Dissertations
In this dissertation I explore the social dimensions of trauma and resilience among Syrian refugees resettled in the United States. Drawing on in-depth interviews and focus group data collected at a resettlement center in Tampa, Florida, I aim to understand how displacement reshapes identity, disrupts traditional gender roles, changes social bonds, and how healing occurs within one’s community. I frame my work within Social Identity Theory, Identity Theory, and the sociology of trauma. My research highlights the gendered expressions of trauma, the transformation of masculinity under forced migration, and the role of spirituality in community healing.
This project includes three …
Breaking The Cycle: A Teacher And Mother’S Examination Of Multi-Tiered Systems Of Support, Jessica Hinton
Breaking The Cycle: A Teacher And Mother’S Examination Of Multi-Tiered Systems Of Support, Jessica Hinton
USF Tampa Graduate Theses and Dissertations
The 2004 reauthorization of the Individuals with Disabilities Education Act (IDEA) included Response to Intervention (RTI) as an option for determining eligibility for learning disabilities. However, there is no required structure to follow for RTI implementation. This lack of guidance leads to a lack of clarity in implementation at district and site levels. Many states use RTI as the primary indicator of whether a student needs special education services for a learning disability. RTI is a model for delivery of Multi-Tiered Systems of Support (MTSS). The terms RTI and MTSS are often used interchangeably. For clarity, I use MTSS-RTI to …
The Relationship Between Perceived And Actual Knowledge Of Multi-Tiered Systems Of Support/Response To Intervention (Mtss/Rti) In Middle School Principals In Florida, Susan L. Sanger-Miller
The Relationship Between Perceived And Actual Knowledge Of Multi-Tiered Systems Of Support/Response To Intervention (Mtss/Rti) In Middle School Principals In Florida, Susan L. Sanger-Miller
USF Tampa Graduate Theses and Dissertations
Principals play a crucial role in implementing MTSS/RtI (Multi-Tiered Systems of Support/Response to Intervention), yet little is known about their understanding of the RtI component. This quantitative survey examined Florida middle school principals’ actual and perceived knowledge of MTSS/RtI, as well as how training and demographic factors—such as special education certification, education level, Title I status, administrative experience during rollout years (2006–2010), district training hours, and college coursework—relate to that knowledge. Data from 54 principals were collected through perception scales, training background, and knowledge-based questions. Results showed principals rated their perceived knowledge higher than their actual knowledge, with a moderate …
Enhancing Nitrogen Removal In High Permeability Bioretention Media: The Combined Role Of Biochar, Wood Chips And Hydraulic Design, Joshelyn Guimaray
Enhancing Nitrogen Removal In High Permeability Bioretention Media: The Combined Role Of Biochar, Wood Chips And Hydraulic Design, Joshelyn Guimaray
USF Tampa Graduate Theses and Dissertations
Urban stormwater runoff can transport high nutrient loads to receiving waters, leading toeutrophication, harmful algal blooms, and the formation of hypoxic zones. Bioretention systems are a form of green infrastructure designed to mitigate these impacts, but their application in dense, ultra-urban environments is often limited by large land area requirements. This has led to the adoption of high permeability media (HPM) to accommodate higher hydraulic loading rates (HLRs) and reduce the system footprint. However, conventional HPM systems often show inconsistent removal of dissolved nitrogen species due to short hydraulic retention times (HRTs), a lack of organic carbon, and insufficient anoxic …
Improving Coral Restoration Outcomes Through Novel Molecular Applications, Matthew H. Gamache
Improving Coral Restoration Outcomes Through Novel Molecular Applications, Matthew H. Gamache
USF Tampa Graduate Theses and Dissertations
Coral reef ecosystems are declining globally from numerous stressors, including localized pollution, disease, and marine heatwaves induced by climate change. To preserve these ecosystems, it is critical to identify corals that can withstand stressors—primarily future marine heatwaves—and prioritize them for coral restoration efforts until these stressors are mitigated. Coral responses to thermal stress can be influenced by several partners, including mutualistic microalgae and a vast prokaryotic community. Here, I use advanced molecular techniques to examine which partners (coral host, algal symbiont, and microbial communities) are associated with coral health, how they contribute to holobiont physiology, and their potential to increase …
Advancing Power System Reliability And Security With Efficient And Resilient Graph Neural Network Frameworks, Seyed Hamed Haghshenas
Advancing Power System Reliability And Security With Efficient And Resilient Graph Neural Network Frameworks, Seyed Hamed Haghshenas
USF Tampa Graduate Theses and Dissertations
Enhancing the reliability and security of smart grids is critical for ensuring their seamless operation and resilience against disruptions. The increasing integration of distributed energy resources, advanced measurement devices, and cyber-physical elements introduces both opportunities and challenges for grid management. While these advancements provide enhanced visibility and operational control, they also expose the grid to vulnerabilities from cyber-physical stresses, such as cyber-attacks, equipment failures, and fluctuating power demands. Traditional methods for reliability assessment and threat detection often rely on model-based approaches that struggle to adapt to the complexity and dynamic nature of modern smart grids. These limitations necessitate novel data-driven …
The Relationship Between Physical Activity And Cognitive Performance In African American Older Adults, Rio S. Tate
The Relationship Between Physical Activity And Cognitive Performance In African American Older Adults, Rio S. Tate
USF Tampa Graduate Theses and Dissertations
The number of older adults in the United States is expected to increase in the years to come. As we age, cognitive performance is noted to decline. African American older adults are more likely than non-Hispanic Whites to experience cognitive impairment and dementia. It is known that physical activity is a modifiable risk factor for dementia. It is not known the extent to which physical activity engagement is related to cognitive performance in African American older adults, and which variables, if any, moderate this association. To answer this question, the authors examined the association between three intensities of physical activity …
Struggle For Economic Plurality; Economies Of Belonging: Subsistence, Indigneity, And The Contradictions And Margins Of Capitalism In The Andean Highlands, Mario Renato Cavani Quevedo
Struggle For Economic Plurality; Economies Of Belonging: Subsistence, Indigneity, And The Contradictions And Margins Of Capitalism In The Andean Highlands, Mario Renato Cavani Quevedo
USF Tampa Graduate Theses and Dissertations
This dissertation examines the collective-oriented economy of the Viacha Highlands, a Quechua community in Cusco, Peru, to show how subsistence agriculture, reciprocity, and ritual practices constitute a coherent non-capitalist system of provisioning and belonging. Drawing on one year of ethnographic immersion, the study situates Viacha’s economy within the Community Economies framework, foregrounding its three commitments: anti- essentialism, pluriversality, and ethical–political praxis. Findings reveal that practices such as ayni-ayni (reciprocal labor exchange) and faina (communal work) resist reduction to wage labor, coexist alongside monetary and capitalist dynamics, and ground social reproduction in responsibility and care. At the same time, capitalist schooling, …
Recruitment, Retention, And Attrition Of Special Education Teachers At Title 1 Schools: How Administrators Perceive Their Role, Sherry Jane S.
Recruitment, Retention, And Attrition Of Special Education Teachers At Title 1 Schools: How Administrators Perceive Their Role, Sherry Jane S.
USF Tampa Graduate Theses and Dissertations
The United States needs more special education teachers. Although this shortage affects many schools nationwide, the effects can be particularly harmful at Title 1 schools. Although there is a large body of literature on teacher attrition and retention, enlarging it focuses on teachers' viewpoints. Through semi-structured interviews, this research examines the perceptions of school administrators at Title 1 schools about their role in the recruitment, attrition, and retention of special education teachers. The context of the research is one large district in central Florida
Crow's Nest, November 3, 2025, Crow's Nest Staff
Crow's Nest, November 3, 2025, Crow's Nest Staff
Crow's Nest
The November 3, 2025 issue of Crow's Nest.
Exploring Perceived Parental Vulnerability In Pediatric Cancer Survivors: A Comparative Thematic Analysis Of English And Spanish-Speaking Families., Yusnavi Martinez Pineiro
Exploring Perceived Parental Vulnerability In Pediatric Cancer Survivors: A Comparative Thematic Analysis Of English And Spanish-Speaking Families., Yusnavi Martinez Pineiro
USF Tampa Graduate Theses and Dissertations
This study examined how perceived parental vulnerability is expressed among parents of pediatric cancer survivors and explored potential differences between Spanish-speaking and English-speaking families. Data were drawn from an existing ongoing clinical trial in the IHOPE lab of the University of South Florida, who collaborates with over 10 pediatric cancer survivorship clinics across the country. The study used a total of 26 (13 Spanish-speaking and 13 English-speaking) structured interview transcripts from parent participants. The transcripts were the first session with the parent participant, the interventionist spoke the parent’s preferred language (English or Spanish), perceived parental vulnerability was one of six …
Drowning In Data, Starved For Insight: How Leadership Decision-Making Shapes Prescriptive Analytics Adoption In Traditional Retailers, Erica Mangino Giuliani
Drowning In Data, Starved For Insight: How Leadership Decision-Making Shapes Prescriptive Analytics Adoption In Traditional Retailers, Erica Mangino Giuliani
USF Tampa Graduate Theses and Dissertations
Traditional retail organizations are increasingly investing in data collection and analytics, yet they often remain at the descriptive and diagnostic levels, lacking the prescriptive capabilities necessary for actionable recommendations. This research examines the influence of leadership on the adoption of prescriptive analytics within U.S.-based brick-and-mortar retail establishments. Utilizing surveys from 329 respondents, including management personnel, departmental leaders, and analytics professionals, and conducting qualitative analyses of open-ended responses, key leadership factors such as Decision Maturity & Support, Resistance, Data-Driven Commitment, and Analytics Proficiency were identified. Structural Equation Modeling (SEM) results revealed that leadership behaviors significantly forecast analytics maturity, with executive analytics …