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Resistance Training Load-Volume Effects On Maximal Strength, Isometric Force-Time Characteristics, And Force-Velocity Relationships, Chieh-Hsin Yu Aug 2025

Resistance Training Load-Volume Effects On Maximal Strength, Isometric Force-Time Characteristics, And Force-Velocity Relationships, Chieh-Hsin Yu

Electronic Theses and Dissertations

The investigations concerned the effects of resistance training programs with different load–volume configurations on multiple strength characteristics, including maximal strength, isometric force–time properties, and force–velocity (F–v) relationships. Following a review of training interventions across these variables, two ecologically valid resistance training prescriptions were compared: high-load, low-volume (HLLV) and moderate-load, moderate-volume (MLMV). Fourteen recreationally trained participants were grouped into either HLLV (three sets of two repetitions at ≥ 80% 1RM) or MLMV (three sets of ten repetitions at 60–80% 1RM), incorporated into the main lifts of a 4-week program. Strength was assessed using back squat one-repetition maximum …


The Impact Of Estrogen Loss On Caveolin Expression And Cardiac Myocyte Remodeling In Ovariectomized Mice Following Chronic Sympathetic Stimulation, Juliana Barnie Aug 2025

The Impact Of Estrogen Loss On Caveolin Expression And Cardiac Myocyte Remodeling In Ovariectomized Mice Following Chronic Sympathetic Stimulation, Juliana Barnie

Electronic Theses and Dissertations

Cardiovascular disease (CVDs) remains the top cause of death globally, with postmenopausal women at higher risk due to estrogen decline. Beta-Adrenergic (β-AR) signaling is a major regulator of heart function. Caveolins, structural proteins of caveolae, coordinate cell signaling activities in the heart by co-localizing with estrogen receptors and β-AR and contribute to maintaining healthy cardiac function. The caveolin scaffolding domain (CSD), a binding component of caveolin, has shown therapeutic potential in animal models of heart disease. However, most studies on CSD have been completed in male mice. This thesis evaluates the therapeutic potential of CSD in female mouse models and …


Teachers’ Perceptions Of The Work Environment And Job Satisfaction Before And After Covid-19, Carla Sexton Aug 2025

Teachers’ Perceptions Of The Work Environment And Job Satisfaction Before And After Covid-19, Carla Sexton

Electronic Theses and Dissertations

This phenomenological, qualitative study examined teachers’ perceptions of the work environment and job satisfaction before and after COVID-19. The findings may support school leaders by providing insight into what keeps teachers fulfilled in their careers, aiding in the retention of teachers in the district. Purposeful sampling was used to identify general education teachers who taught in one school district before and after COVID-19. Twelve interviews were conducted using open-ended questions and semi-structured questions to gain a better understanding of teachers’ experiences and perceptions. Each interview was transcribed and coded by the researcher. The results of the interviews led to the …


The Lived Experiences Of Navajo Nurses During The Covid-19 Pandemic, Stephnie Ann Leeson Aug 2025

The Lived Experiences Of Navajo Nurses During The Covid-19 Pandemic, Stephnie Ann Leeson

Electronic Theses and Dissertations

When COVID-19 was diagnosed on the Navajo Nation, the impact on the people and the healthcare system was not understood. For almost three years, Navajo healthcare workers battled what was known to the Navajo as Dikos Nitsaaígíí Náhást’éíts’áadah, translated as The Big Cough. The Navajo Nation President, Jonathan Nez, referred to it as a Monster, as did many people in the Navajo Nation. Navajo nurses on the frontlines battled the monster daily as they saw friends and relatives succumb to the insidious disease. Much has been written about nurses off the reservations working on the frontline during the pandemic. However, …


Exploring The Impact Of Generative Ai To Mitigate Educator Burnout, Katie Acevedo Aug 2025

Exploring The Impact Of Generative Ai To Mitigate Educator Burnout, Katie Acevedo

Electronic Theses and Dissertations

This qualitative case study examined how sixth–12th grade educators at a single-gender public school in West Texas perceived the role of generative AI in reducing workload, minimizing stress, and supporting professional autonomy. The study focused on concerns related to teacher burnout and the time demands of instructional and noninstructional responsibilities, exploring how emerging technologies might offer practical relief. The study aimed to understand how educators use generative AI tools and identify both the benefits and challenges associated with their integration. Framed by job demand-resource theory, connectivism, and heutagogy, the research explored how generative AI can function as a job resource, …


Latina Senior-Level Leaders In 2-Year Public Higher Education Institutions In Texas: A Life Story Narrative Study, Monica Yvette Escobar-Leblanc Aug 2025

Latina Senior-Level Leaders In 2-Year Public Higher Education Institutions In Texas: A Life Story Narrative Study, Monica Yvette Escobar-Leblanc

Electronic Theses and Dissertations

The study was designed to understand the personal and academic experiences of Latinas in senior-level leadership positions in 2-year public higher education institutions in Texas and the impact, if any, of these experiences on their leadership development. Although Latina undergraduate college enrollment has continued to increase, Latinas remain significantly underrepresented in senior-level leadership roles in higher education institutions. Using a life story narrative approach and LatCrit as the theoretical lens, this study examined leadership development across the life span from adolescence to middle adulthood. The thematic analysis of the four Latinas' life story narratives, employed in 2-year public higher education …


Black Women In Information Technology Leadership Roles: Examining Their Experiences With Recruitment, Retention, And Advancement, Adepeju Adedeji Aug 2025

Black Women In Information Technology Leadership Roles: Examining Their Experiences With Recruitment, Retention, And Advancement, Adepeju Adedeji

Electronic Theses and Dissertations

Black women account for only 3% of the information technology (IT) workforce in the United States, with a lower percentage in leadership roles. This qualitative phenomenological study explored the lived experiences of Black women who had attained leadership roles in the IT field. The researcher examined the opportunities and challenges Black women faced in their recruitment, retention, and advancement to leadership roles. The purpose of the study was to understand the strategies that aided Black women who experienced successful recruitment, advancement, and retention in IT to extract insights that can be leveraged for other Black women. The researcher conducted interviews …


Principal Self-Efficacy: A Qualitative Study, Vance E. Self Aug 2025

Principal Self-Efficacy: A Qualitative Study, Vance E. Self

Electronic Theses and Dissertations

This qualitative study explored elementary principals’ perspectives on the importance of selfefficacy in relation to management responsibilities, instructional leadership, and moral leadership as they impact student achievement measured by the STAAR in a Central Texas school district. The research addressed the growing challenges principals face in high-accountability environments, focusing on how their beliefs in their leadership abilities affect school performance and student outcomes. The purpose was to examine principals’ views on selfefficacy across three domains and to consider implications for leadership preparation, district support, and policy. The study was grounded in a constructivist paradigm and employed a qualitative case study …


Overcoming Second-Order Barriers To Teachers’ Technology Integration: A Study Of Positive Impacts, Crystal Ann Hume Aug 2025

Overcoming Second-Order Barriers To Teachers’ Technology Integration: A Study Of Positive Impacts, Crystal Ann Hume

Electronic Theses and Dissertations

This study explored K–12 public school teachers’ self-efficacy, value, and pedagogical beliefs about technology. The teachers worked in a medium-sized, semi-affluent public school district in North Texas. The study investigated second-order barriers to technology integration and what might positively impact teachers’ self-efficacy, value, and pedagogical beliefs. This study used a qualitative descriptive methodology to collect qualitative data about their beliefs by interviewing and observing K–12 classroom teachers who had completed a bachelor’s degree through a traditional teacher education program. Teachers with alternative certifications or noncertified classroom instructors were omitted. Findings revealed that external factors, failure, mistakes, confidence, and professional development …


Institutional Betrayal And Military Vaccine Mandates: An Inquiry Into Loss Of Health Autonomy Concerning Unlimited Liability Contractual Employment In The Covid-19 Era, Aaron G. Dehaven Aug 2025

Institutional Betrayal And Military Vaccine Mandates: An Inquiry Into Loss Of Health Autonomy Concerning Unlimited Liability Contractual Employment In The Covid-19 Era, Aaron G. Dehaven

Electronic Theses and Dissertations

The balance between government control and personal liberty is a growing concern in the modern world. Nowhere is this more evident than in discussions surrounding government policy in public health and individual health autonomy. The Covid-19 pandemic forced many institutions to change their standard operating procedures by adapting to rapidly changing health guidance instituted to protect public health. These changes highlighted the role of health autonomy and individuals’ rights to refuse medical treatments. The Department of Defense changed many aspects of how it operated during the pandemic, including the mandate of the Covid-19 vaccine for all service members. For various …


An Exploratory Descriptive Study Of Urban Professional High School Counselors' Work Culture, Burnout, And Mental Well-Being, Alexandria L. Hall Aug 2025

An Exploratory Descriptive Study Of Urban Professional High School Counselors' Work Culture, Burnout, And Mental Well-Being, Alexandria L. Hall

Electronic Theses and Dissertations

This descriptive, exploratory, qualitative study examined urban, public U.S. high school counselors’ perceptions of job-related stress, autonomy, and administrative support within urban school environments. Seven current high school counselors working in urban public schools were recruited through convenience sampling in educator forums on Facebook, followed by snowball sampling to expand the participant pool. Counselors participated in semistructured interviews conducted via Zoom or asynchronous online focus groups hosted on Padlet, depending on the participant’s preference. Data were analyzed using Braun and Clarke’s six-step thematic analysis process, supported by Dedoose software for coding and data management. The analysis revealed four major themes: …


Assessing And Developing Higher Education Faculty Digital Competency For Workplace Preparation In A Digital Society, Yolanda T. Martinez Aug 2025

Assessing And Developing Higher Education Faculty Digital Competency For Workplace Preparation In A Digital Society, Yolanda T. Martinez

Electronic Theses and Dissertations

A shared global theme across higher education institutions is the need for training and development regarding digital competencies for higher education, yet there are little to no digital competency frameworks for faculty at higher educational institutions, like there are for K12. What can leaders in higher educational institutions do to prepare adult learners for a digital society and workplace that continues to expand globally in every field? Should every school adopt XYZ College’s approach, where leadership collaborated and developed an emerging technologies academy (ETA) to provide support and training on emerging technologies provided and supported by the college to self-enrolled …


Electronic Health Record Downtime, Grace R. Baldauf Aug 2025

Electronic Health Record Downtime, Grace R. Baldauf

Electronic Theses and Dissertations

Electronic health record (EHR) downtime presents significant challenges to patient safety and care quality in acute care settings, particularly regarding timely medication administration. This project addressed the problem of late or absent medication doses during planned or unplanned EHR downtime. The investigator aimed to evaluate the effectiveness of a structured downtime plan in improving nurses’ ability to administer medications on time during periods of EHR unavailability. The investigator used a quantitative design to implement a downtime plan evaluation paradigm. Data were collected using retrospective chart reviews of medication administration records pre-implementation and postimplementation of the downtime plan. The sample included …


The Impact Of Mindfulness Therapy To Reduce Disruptive Behavior In High School, Wendy Peters Aug 2025

The Impact Of Mindfulness Therapy To Reduce Disruptive Behavior In High School, Wendy Peters

Electronic Theses and Dissertations

The aim of this project was to determine the impact and effectiveness of Gina Biegel’s mindfulness techniques for stressed teens method on adolescent anxiety and the disruptive symptoms that lead to high school adolescents being assigned to detention. This project described a quantitative correlational design research project that investigated a small adolescent sample size, with a goal of decreasing the number of local high school adolescent students who are repeat detention offenders, by implementing Gina Biegel’s mindfulness techniques for stressed teens method on those high school adolescents who were assigned to detention. This was achieved by collecting demographic data from …


Origin Of Purpose, Career Satisfaction, And Life Satisfaction: A Quantitative Study On Early Career Professionals, Anne Hocking Aug 2025

Origin Of Purpose, Career Satisfaction, And Life Satisfaction: A Quantitative Study On Early Career Professionals, Anne Hocking

Electronic Theses and Dissertations

Since the early 2000s, research has increased on purpose and how it correlates with fulfillment outcomes in life and career satisfaction. This research has been valuable in professional and academic fields and helped develop leadership practices and interventions for organizations to increase satisfaction levels among employees and students. This study focused on the general problem that research dedicated to purpose has not adequately addressed whether origin of purpose affect its outcomes on fulfillment levels, particularly those of life and career satisfaction. To address this consideration, the researcher conducted a quantitative associative correlation to measure if and to what extent origin …


Perceived Leadership Behaviors And Workplace Motivation: The Predictive Role Of Generational Cohorts In The U.S. Construction Industry, Leslie D. Klinegardner Aug 2025

Perceived Leadership Behaviors And Workplace Motivation: The Predictive Role Of Generational Cohorts In The U.S. Construction Industry, Leslie D. Klinegardner

Electronic Theses and Dissertations

The purpose of this study was to examine the extent to which perceived leadership behaviors predicted workplace motivation among construction workers across generational cohorts in the Greater Houston, Texas area. Grounded in self-determination theory, the research explored how transformational, transactional, and passive-avoidant leadership behaviors predicted the satisfaction and frustration of psychological needs for autonomy, competence, and relatedness. The analysis also considered whether leadership behaviors and generational cohort served as significant predictors of workplace motivation outcomes. The study followed a quantitative, predictive, cross-sectional design using survey methodology. Data were collected using the Multifactor Leadership Questionnaire (MLQ) and the Basic Psychological Need …


A Study Of Urban High School Teachers' Perceptions Of Multicultural Education, Clifford D. Alexander Aug 2025

A Study Of Urban High School Teachers' Perceptions Of Multicultural Education, Clifford D. Alexander

Electronic Theses and Dissertations

This dissertation investigated urban high school teachers’ perceptions of multicultural education and how those perceptions related to instructional practices. Guided by culturally responsive pedagogy, the study addressed the persistent achievement gap among minority students and the limited integration of multicultural education in U.S. public schools. The purpose of this study was to evaluate teachers’ perceptions of multicultural education and examine their connection to teaching practices and cultural background. A quantitative cross-sectional survey design was employed with a sample of 331 urban high school teachers. Findings indicated that the majority of participants held positive views toward multicultural education, recognizing its role …


Examining The Superintendent Search Process: A Sequential Mixed Methods Study On Superintendent Consultant Perspectives, Melissa A. Torrence Jul 2025

Examining The Superintendent Search Process: A Sequential Mixed Methods Study On Superintendent Consultant Perspectives, Melissa A. Torrence

Electronic Theses and Dissertations

This study examines the Texas superintendent search process through a sequential mixed-methods design, integrating quantitative data analysis with qualitative insights from superintendent search consultants. Based on human capital theory, this research examines how candidate qualifications, experience, and perceived value influence selection decisions. The first phase analyzes archival data on Texas superintendents, using descriptive and inferential statistics to identify patterns and trends in hiring practices. The second phase gathers insights from superintendent search consultants through a semi-structured digital discussion, exploring their interpretations of the data and perspectives on key factors influencing the selection process. The combination of statistical analysis and consultant …


Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams Jul 2025

Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams

Electronic Theses and Dissertations

This dissertation will explore how test anxiety (TA) affects working memory (WM) and whether certain factors can help predict higher levels of test anxiety. Anxiety has been defined as a common experience that can show up in various forms—like general worry, social fears, panic attacks, and specific phobias (APA, 2022). It was described as often triggering our natural “fight-or-flight” response, which can impact our ability to focus, think clearly, and remember things. For students, test anxiety has been especially challenging, affecting how they perform in high-stakes academic settings. Using data from a university based psychological assessment center, this study will …


Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams Jul 2025

Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams

Electronic Theses and Dissertations

This dissertation will explore how test anxiety (TA) affects working memory (WM) and whether certain factors can help predict higher levels of test anxiety. Anxiety has been defined as a common experience that can show up in various forms—like general worry, social fears, panic attacks, and specific phobias (APA, 2022). It was described as often triggering our natural “fight-or-flight” response, which can impact our ability to focus, think clearly, and remember things. For students, test anxiety has been especially challenging, affecting how they perform in high-stakes academic settings. Using data from a university based psychological assessment center, this study will …


Unheard Echoes: Undocumented Students’ Success Amidst Challenges At U.S. Higher Education Community Colleges, Elvia Ortiz Segura Jul 2025

Unheard Echoes: Undocumented Students’ Success Amidst Challenges At U.S. Higher Education Community Colleges, Elvia Ortiz Segura

Electronic Theses and Dissertations

This qualitative descriptive study explored the lived experiences of undocumented Latinx students at a southern U.S. community college, identifying support services that assisted students with barriers that emerged in their academic journey. The problem of the study was the complex challenges undocumented students face in higher education and how they are addressed and supported. The research used a qualitative descriptive methodology to magnify student voices and influence institutional policies. Using Bronfenbrenner’s ecological systems theory as the theoretical framework, this study examined how family, culture, policy, and institutional systems influenced undocumented students’ educational journeys. Data were collected through semistructured interviews with …


Expenditures Of Title I Funds To Maximize Student Performance, Cornethia Danielle Pressley Jul 2025

Expenditures Of Title I Funds To Maximize Student Performance, Cornethia Danielle Pressley

Electronic Theses and Dissertations

This mixed methods case study investigates how Title I funds are allocated and perceived in relation to student achievement in six rural elementary schools in the southeastern United States. Drawing on the Distributive Justice Theory by John Rawls, the study explored the perspectives of three principals and three instructional coaches regarding the effectiveness of Title I expenditures in improving outcomes for economically disadvantaged students. Quantitative data from school report cards (2019-2023), Title I expenditure plans, and SC-Ready English Language Arts assessment scores were analyzed alongside qualitative data from semi-structured interviews about the expenditures.

Findings revealed that expenditures most strongly associated …


Toward The Professionalization Of Executive Coaching: A Delphi Study Of The Requisite Knowledge, Skills, And Abilities For Coaching Executives To Behave Ethically, Richard R. Fletcher Jul 2025

Toward The Professionalization Of Executive Coaching: A Delphi Study Of The Requisite Knowledge, Skills, And Abilities For Coaching Executives To Behave Ethically, Richard R. Fletcher

Electronic Theses and Dissertations

The problem explored through this research involved the lack of consensus on executive coaching knowledge, skills, and abilities for facilitating ethical behaviors on the part of business executives. This problem led the researcher to employ a mixed-method Delphi study to explore professional executive coach perceptions concerning the establishment of a governing body overseeing the activity of executive coach consulting and to assess the knowledge, skills, and abilities perceived as fundamental to executive coaching. The researcher focused the research approach through a systematic, iterative research design where a panel of six experts in the field of professional executive coaching located in …


Emergent Bilingual Educators’ Viewpoint Of Biliteracy Spaces: Building Capacity For Language Preservation And Development, Maria A. Davis Jul 2025

Emergent Bilingual Educators’ Viewpoint Of Biliteracy Spaces: Building Capacity For Language Preservation And Development, Maria A. Davis

Electronic Theses and Dissertations

This study explored the perspectives of emergent bilingual (EB) educators regarding the value of learning two languages simultaneously for EBs at the elementary level in Texas. The problem examined was that EBs were losing their primary language while acquiring English. More EBs were entering bilingual programs with no language dominance or mixed language dominance, and researchers had explored this issue from various perspectives, including teacher language ideologies and assessment practices based on monolingual standards. This inductive qualitative case study aimed to identify what educators perceived as the benefits of bilingual education in primary classrooms where students learned two languages simultaneously. …


Leadership Emergence Among Black Urban Women Survivors Of Intimate Partner Violence: A Qualitative Ecploration, Dawn H. Benton Dr. Jul 2025

Leadership Emergence Among Black Urban Women Survivors Of Intimate Partner Violence: A Qualitative Ecploration, Dawn H. Benton Dr.

Electronic Theses and Dissertations

This study proposed to identify leadership strategies that assisted intimate partner violence-impacted Black women in urban areas to become leaders in their homes and communities as perceived by mental health professionals. Nine mental health professionals and counselors from an Ohio urban area completed a questionnaire and a semi-structured interview to provide data about Black women in intimate partner violence-impacted relationships living in a metropolitan area in Ohio. Deprived of valuable leadership resources and gifts that the women can offer their families and communities, investigators omitted the women's plights in their studies. Four research questions framed this qualitative case study design …


Under The Legal Lens: Navigating Psychological Safety And Conflict For Black Women In Legal Support Roles, Chanel M. Bradden Jul 2025

Under The Legal Lens: Navigating Psychological Safety And Conflict For Black Women In Legal Support Roles, Chanel M. Bradden

Electronic Theses and Dissertations

The intersectional challenges of Black women in legal support roles are an overlooked phenomenon in organizational research. Despite diversity efforts in the legal profession, Black women face challenges due to gender, race, and professional status that impact their career advancement, as well as their mental and psychological well-being. As a result of experiencing the effects of racialized workplace dynamics and destructive leadership behaviors, Black women in legal support roles find resilience through self-protection strategies while working through the effects of intersecting forms of oppression in legal workspaces. This study addressed the lack of knowledge of the lived experiences of Black …


Efforts Of Public 2-Year Higher Education Institution Leadership Reducing Nonexempt Student Affairs Employees’ Intention To Quit, Christopher M. Viser Jul 2025

Efforts Of Public 2-Year Higher Education Institution Leadership Reducing Nonexempt Student Affairs Employees’ Intention To Quit, Christopher M. Viser

Electronic Theses and Dissertations

This narrative qualitative study examined the influence of leadership support and workplace factors on the intentions of nonexempt student affairs employees to leave a public 2-year higher education institution (HEI) in Texas. The study addressed the issue of workplace factors contributing to these employees’ developing intentions to quit their jobs. The research focused on identifying the workplace factors that most significantly influenced nonexempt student affairs employees and explored how leadership support influenced employee experiences. The study used narrative inquiry as its methodology to gather employee narratives through semistructured interviews conducted via Zoom, a communication platform. Nine participants were selected for …


Confidence Intervals For The Difference And Ratio Of Two Means From Independent Beta Distribution, Albert Ashong Jun 2025

Confidence Intervals For The Difference And Ratio Of Two Means From Independent Beta Distribution, Albert Ashong

Electronic Theses and Dissertations

This thesis explores constructing and evaluating confidence intervals for the difference and ratio of means from two independent Beta distributions using Maximum Likelihood Estimation (MLE) and the Wald method. It addresses the limitations of traditional methods due to the unique properties of Beta distributions. Extensive simulation studies assess interval performance based on coverage probability and Average width. The study aims to provide robust tools for statistical analysis in fields where Beta distributions are common, enhancing understanding and application of these methods in various scientific domains. Additionally, these confidence intervals will be applied to real biological data from a Morris Water …


Multi-Label Classification Of Acoustic And Electronic Drum Sounds Using Machine Learning, Sean Perman Jun 2025

Multi-Label Classification Of Acoustic And Electronic Drum Sounds Using Machine Learning, Sean Perman

Electronic Theses and Dissertations

This paper presents a system for multi-class classification of drum sounds using audio signal processing and machine learning techniques. The project utilizes a diverse dataset of both acoustic and electronic drum samples and extracts ten distinct audio features to capture the timbral and temporal characteristics of each sound. The methodology includes signal preprocessing, feature extraction, and the application of supervised classification algorithms to distinguish between multiple drum classes. Experimental evaluations demonstrate that the selected features significantly enhance classification accuracy across a varied dataset. These findings underscore the effectiveness of combining traditional audio processing with modern machine learning, offering promising applications …


Enhancing Multi-Step Stock Price Forecasting With Social Media Sentiment And Engagement Metrics, Damilare Olaniyan Jun 2025

Enhancing Multi-Step Stock Price Forecasting With Social Media Sentiment And Engagement Metrics, Damilare Olaniyan

Electronic Theses and Dissertations

This thesis investigates whether social media sentiment can improve the accuracy of stock price prediction beyond traditional historical data. While financial markets have long relied on structured numerical indicators, the growing influence of public discourse on platforms like Twitter has introduced new opportunities for extracting market-relevant signals from unstructured text. The study focuses on four major technology firms and combines sentiment features derived from Twitter with historical stock prices in a hybrid machine learning framework. Engagement-weighted sentiment, linguistic complexity, and polarity intensity were extracted using natural language processing techniques and incorporated into classification and regression models. Results show that including …