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The Resilient Educator: Examining The Role Of Resilience On A First-Year Rural Music Educator’S Job Satisfaction, Isaac Price
The Resilient Educator: Examining The Role Of Resilience On A First-Year Rural Music Educator’S Job Satisfaction, Isaac Price
Graduate Theses, Dissertations, and Problem Reports (ETD)
The future of music education in schools is largely determined by educators' resilience in their positions. Resilience is the process of adapting to adversity by accessing and utilizing intrinsic and extrinsic resources available (Gu & Day, 2007; Squires et al., 2023). Resilience affects various aspects of an educator’s personal and professional life, including job satisfaction (Li, 2023). Job satisfaction can affect teacher health, teacher performance, and teacher retention, which in turn may affect student performance (Huysman, 2008; Lu et al., 2024; Robison & Russell, 2022). The circumstances and events that occur during a teacher’s first year in the profession can …
Operationalizations Of Adverse Childhood Experiences And Health Prediction, Sarah Josephine Miller
Operationalizations Of Adverse Childhood Experiences And Health Prediction, Sarah Josephine Miller
Graduate Theses, Dissertations, and Problem Reports (ETD)
Exposure to adverse childhood experiences (ACEs) has been consistently linked to suboptimal health outcomes and behaviors across the lifespan. As such, there has been widespread adoption of measures like the 10-item cumulative ACEs count measure developed by Felitti and colleagues (1998) across research literature and clinical practice. However, this measure was not developed with consideration of optimal psychometric properties and thus consists of several limitations that inhibit understanding of the specific dimensions of adversity that influence health outcomes. This 3-study dissertation focused on different measurement and statistical techniques to better understand the associations between ACEs and health. In study 1, …
Success Coaching And Conditional Admit Student Success, Zachery Oliver Thayer
Success Coaching And Conditional Admit Student Success, Zachery Oliver Thayer
Graduate Theses, Dissertations, and Problem Reports (ETD)
Student success is a matter of critical importance to institutions of higher education, and to students. Colleges and universities exist in a current context of decreasing supply of potential students as a result of an impending demographic cliff and, therefore, increased competition for those remaining students, all while many institutions have become more tuition-dependent. This creates an incentive to decrease selectivity in order to meet enrollment goals as well as to focus university resources on student success measures that impact retention. Some institutions have decreased selectivity to the point of admitting students conditionally or provisionally, even if those students do …
Multi-Omics Analysis Of Immune-Metabolic Adaptation To Direct-Fed Microbial Supplementation In Newly Weaned Beef Steers, Adekunle Odunayo Ajiboye
Multi-Omics Analysis Of Immune-Metabolic Adaptation To Direct-Fed Microbial Supplementation In Newly Weaned Beef Steers, Adekunle Odunayo Ajiboye
Graduate Theses, Dissertations, and Problem Reports (ETD)
Immune and metabolic disruption during weaning represents a major challenge to health and productivity in beef cattle. This dissertation tested the hypothesis that supplementation with multi-strain direct-fed microbials (DFMs) modulates immune regulation and metabolic pathways associated with adaptation to weaning stress. To address this, whole-blood transcriptomics and plasma metabolomics were used to evaluate molecular and metabolic responses in newly weaned beef steers during the receiving period. Transcriptomic analysis identified differential expressions of genes associated with immune signaling and inflammatory regulation, indicating modulation of immune-related pathways without changes in growth performance. Metabolomic analysis revealed alterations in circulating metabolites related to amino …
Treatment Of Birdsong In Selected Works For Solo Piano, Madeline Hoover
Treatment Of Birdsong In Selected Works For Solo Piano, Madeline Hoover
Graduate Theses, Dissertations, and Problem Reports (ETD)
Birdsong-inspired music makes up a small but important part of the classical piano repertoire. This paper reviews birdsong in classical music since the seventeenth century, exploring different techniques for mimicking birdsong and the unique strengths of the piano as an instrument for purveying bird music. In the Baroque and Classical eras, the cuckoo song was sampled often because of its simplicity. Later, composers’ attention turned toward more complicated songs, like that of the hermit thrush. Interest in more complex songs led to experimentation in notation and a push for more accurate transcriptions. In the 20th century, composers included recordings of …
A Constraint-Based Approach To Developing Melodic Improvisational Skills In Intermediate Jazz Piano Students, Alton Xian Rong Wong
A Constraint-Based Approach To Developing Melodic Improvisational Skills In Intermediate Jazz Piano Students, Alton Xian Rong Wong
Graduate Theses, Dissertations, and Problem Reports (ETD)
This study examines the pedagogical value of a constraint-based approach in helping students develop improvisational fluency and coherence by facilitating audiation. Although there are pedagogical texts on jazz improvisation that incorporate exercises shaped by constraint-based thinking, there is neither a systematic framework for their application with students of varying levels and musical backgrounds, nor a clear explanation of their pedagogical purpose. This research investigates how constraint-based pedagogy, through the lens of rhythmic, harmonic, and melodic parameters, can be applied independently or collectively to support the development of improvisational fluency in intermediate level jazz piano improvisers. It argues that musical constraints …
Be A Man: Hypermasculinity And Hostile Attribution Bias As Predictors Of Violence, Kaley Nicole Potter
Be A Man: Hypermasculinity And Hostile Attribution Bias As Predictors Of Violence, Kaley Nicole Potter
Graduate Theses, Dissertations, and Problem Reports (ETD)
In recent years, violence has risen to record-high numbers in communities and correctional facilities, with men perpetrating the vast majority of violent crimes. Hypermasculine values (e.g., power, aggression, and domination) have been linked to aggressive and violent behavior. Hostile attribution bias, which leads individuals to attribute hostile intent to neutral or ambiguous stimuli, has also been linked to aggression.
The current study used structural equation modeling (SEM) to examine hypermasculinity and hostile attribution bias as predictors of proclivity for violence, comprised of aggression and historical violence. The model was iteratively modified to assess changes in model fit and constructs. Male …
Ai-Assisted Task Completion: Consumer Sentiments By Effort Level, Jason Mickey Martin
Ai-Assisted Task Completion: Consumer Sentiments By Effort Level, Jason Mickey Martin
Graduate Theses, Dissertations, and Problem Reports (ETD)
This study examines consumer anger in reaction to firms’ use of artificial intelligence (AI) to assist them in the completion of tasks. Specifically, we focus on instances when AI supplements rather than replaces human effort. Using cognitive appraisal theory and psychological contract constructs, this research investigates how the amount of effort consumers invest into a service review and the effort reciprocated by firms influences emotional reactions. Across two studies, using scenario-based experiments, we find that consumers report higher levels of anger when AI is used to aid in responding to high-effort reviews compared to low-effort reviews. The results suggest that …
More Than A Man: An Ethnomusicological Survey Of The Folklore Of John Henry And Resource Guide For “More Than A Man” By Shanyse Strickland, Clayton R. Heath
More Than A Man: An Ethnomusicological Survey Of The Folklore Of John Henry And Resource Guide For “More Than A Man” By Shanyse Strickland, Clayton R. Heath
Graduate Theses, Dissertations, and Problem Reports (ETD)
“John Henry” exists as an enduring folk legend in the United States of America, representing the confluence of the Reconstruction Era, the economic utility of Appalachia and the Westward expansion of industry which left it behind. Though based on historical events, Henry’s fictional representation has diverted and evolved in music and other media from its inception in the oral tradition to the modern age. Through this progression, shared symbols have circulated, gathering embedded meanings and associating the folklore with specific communities. Henry’s representational identity has been signaled with the creation and distribution of each version of his story, both complicating …
Among The Remnants, Jade-Lynn B. Lewis Vance
Among The Remnants, Jade-Lynn B. Lewis Vance
Graduate Theses, Dissertations, and Problem Reports (ETD)
This written thesis serves as supporting documentation and research for my Master of Fine Arts thesis exhibition, Among the Remnants, at West Virginia University. This dissertation will explain how my artistic vision, influences, research, and thesis exhibition fits into larger art and cultural contexts. Drawing from art history and theory, my work explores memory, touch, and fragmentation. My fascination with artifacts and the stories they hold inspires my research and drives me to create personal connections within my own art. The figurative sculptures serve as a vessel for recalling impactful experiences and embodying personal perception and these interactions. The …
A Prospective Analysis Of Success And Survival Of Haptic Robotically Driven Dental Implant Placement., Samuel Clarkman Smith
A Prospective Analysis Of Success And Survival Of Haptic Robotically Driven Dental Implant Placement., Samuel Clarkman Smith
Graduate Theses, Dissertations, and Problem Reports (ETD)
Purpose: The aim of this prospective study was to assess survivability of dental implants placed using robotic computer aided implant surgery via Yomi® (Neocis, Inc. Miami, FL) after at least 1 year of functional loading. Secondary analysis included additional success and marginal bone loss outcomes after at least 1 year of functional loading of the same Straumann (Basel, Switzerland) titanium dental implants that were placed with the r-CAIS workflow. Materials and Methods: Since acquisition of the Yomi® robotic system, a comprehensive list of patients who underwent dental implant therapy via r-CAIS methodology at West Virginia University Department of Graduate Periodontics …
Community Resilience Drives Change, Andrew Thomas Solt
Community Resilience Drives Change, Andrew Thomas Solt
Graduate Theses, Dissertations, and Problem Reports (ETD)
The opioid crisis has impacted many Americans. From 1999 to 2023, approximately 800,000 people have died due to opioid overdose (CDC, 2025). What began as overprescriptions of painkillers has quickly evolved into a complex social health issue that is now further worsened by stronger synthetic drugs like fentanyl. Fentanyl and fentanyl analogs (synthetic opioids that are very similar chemically to fentanyl) are often found in illegal drug supplies and in counterfeit pills (CDC, 2025). Thus, individuals who might have been initially overprescribed painkillers might now be pushed towards illegally produced drugs that are significantly more potent than what they were …
Community Resilience Drives Change, Claudia Rose Dilima
Community Resilience Drives Change, Claudia Rose Dilima
Graduate Theses, Dissertations, and Problem Reports (ETD)
The opioid crisis has impacted many Americans. From 1999 to 2023, approximately 800,000 people have died due to opioid overdose (CDC, 2025). What began as overprescription of painkillers has evolved into a complex social health issue that is now worsened by stronger synthetic drugs like fentanyl. Fentanyl and fentanyl analogs (synthetic opioids that are very similar chemically to fentanyl) are often found in illegal drug supplies and in counterfeit pills (CDC, 2025). Thus, individuals who might have been initially overprescribed painkillers might now be pushed toward illegally produced drugs that are significantly more potent than what they were originally prescribed. …
Utilizing Plethodontid Occupancy To Assess Initial Ecosystem Responses To Invasive Plant Control Treatment In The Central Hardwoods, Maree Guinevere Dieterich
Utilizing Plethodontid Occupancy To Assess Initial Ecosystem Responses To Invasive Plant Control Treatment In The Central Hardwoods, Maree Guinevere Dieterich
Graduate Theses, Dissertations, and Problem Reports (ETD)
Invasive plants are a growing concern for land managers, impacting ecosystem resilience and outcompeting native vegetation. To combat this, invasive plant control treatments can assist in reducing the impacts and spread of damaging, non-native plant species. However, intensive treatments completed at large scales have the potential to negatively impact ecosystem services as well. To monitor these impacts, I utilized a well-known indicator in the Central Applachian region, Plethodontid salamanders, to assess impacts of invasive plant control treatments in the Central Hardwood forests. I completed 12 visual samples across 60 sites in West Virginia, USA during Spring and Fall of 2025 …
Student And Teacher Perceptions Of Confirming Behaviors Across Instructional Modalities, April Nicole Wright
Student And Teacher Perceptions Of Confirming Behaviors Across Instructional Modalities, April Nicole Wright
Graduate Theses, Dissertations, and Problem Reports (ETD)
This dissertation examined how undergraduate students and instructors evaluate lowinference teacher confirmation behaviors across instructional modalities and identified additional behaviors perceived as confirming in contemporary instructional contexts. Participants included 274 undergraduate students and 104 higher-education instructors who completed a survey measuring four clusters of confirming behaviors (willingness to engage, recognition, acknowledgment, and endorsement) using a 7-point Likert-type scale. Open-ended questions invited participants to describe confirming behaviors not represented in existing measures. Results indicated that both students and instructors rated most behaviors above the midpoint of the scale, with instructional responsiveness and course organization receiving the highest ratings. Instructors rated all …
Do You Walk On By? The Effects Of Donor Fatigue On Willingness To Donate, Shawn Michael Henry
Do You Walk On By? The Effects Of Donor Fatigue On Willingness To Donate, Shawn Michael Henry
Graduate Theses, Dissertations, and Problem Reports (ETD)
Donation solicitation literature validates the successful usage of various solicitation tactics that lead to achieving set donation goals for their associated cause. Yet, while the financial success of “checkout charity” is well-documented, a significant gap remains regarding the impact of high-frequency solicitations on long-term consumer-brand relationship. This research addresses this gap. Over the span of three surveys, this study finds that donation request frequency overall erodes donation likelihood through donor fatigue when donation frequency changes (occasional vs. always). However, this relationship is moderated by the perceived consumer base, with a larger perceived consumer base exacerbating the “diffusion of responsibility.” Further, …
Posttraumatic Growth In Appalachian Youth: Findings From An Outpatient Pediatric Trauma Specialty Clinic, Marinne M. Morgan
Posttraumatic Growth In Appalachian Youth: Findings From An Outpatient Pediatric Trauma Specialty Clinic, Marinne M. Morgan
Graduate Theses, Dissertations, and Problem Reports (ETD)
Childhood traumatic event exposure (CTE) involves exposure to extreme events that overwhelm one’s ability to cope. Childhood traumatic event exposure has been linked to a wide range of adverse mental and physical health consequences, including posttraumatic stress symptoms (PTSS). Fewer studies have examined positive trajectories following childhood traumatic event exposure, such as posttraumatic growth (PTG), especially in understudied regions such as Appalachia. The current study used a cross-sectional design to examine posttraumatic growth in 14 youths aged 9 to 15 years seeking trauma-focused therapeutic services at an outpatient pediatric trauma specialty clinic in West Virginia. In line with previous research, …
Impact Of Occupational Therapy Within The Rosenbaum Family House: How Program Development Supports Health And Well-Being For Caregivers And Care Recipients, Zaccardi P. Muniz
Impact Of Occupational Therapy Within The Rosenbaum Family House: How Program Development Supports Health And Well-Being For Caregivers And Care Recipients, Zaccardi P. Muniz
Graduate Theses, Dissertations, and Problem Reports (ETD)
Healthcare hospitality houses (HHH) are designed to accommodate patients and caregivers receiving medical treatment far from home. The Rosenbaum Family House (RFH) acts as the HHH adjacent to J.W. Ruby Memorial Hospital in Morgantown, West Virginia. The RFH offers amenities that meet the basic needs of guests; However, there is an opportunity for occupational therapy-based program development to help further assist caregivers and care recipients both inside and outside the RFH. During the doctoral capstone experience (DCE), a three-phase project was developed to support the health and well-being of guests and WVUMedicine clients through group programming, resource guide development, and …
Exploring The Role Of Occupational Therapy In A Pediatric Specialty Care Office, Sierra Leigh Hays
Exploring The Role Of Occupational Therapy In A Pediatric Specialty Care Office, Sierra Leigh Hays
Graduate Theses, Dissertations, and Problem Reports (ETD)
Introduction: The role of OT in primary and specialty care clinics is a rising area of interest in the field. There are also many multidisciplinary clinics that OTs can be or are apart of. This study aims to evaluate the consulting role of OT in primary and specialty care clinics, as well as to evaluate data collected by an OT in a pediatric brachial plexus and peripheral nerve clinic. Methods: The first objective was focused on analyzing functional outcomes, using the Active Movement Scale (AMS), of children following neurosurgery or onabotulinum toxin A injections. This was a retrospective study with …
An Assessment Of The Reinforcing And Aversive Properties Of Transition-Related Stimuli, Lillian Louise Skiba-Thayer
An Assessment Of The Reinforcing And Aversive Properties Of Transition-Related Stimuli, Lillian Louise Skiba-Thayer
Graduate Theses, Dissertations, and Problem Reports (ETD)
Transitions from relatively favorable (rich) to relatively unfavorable (lean) activities have been shown to disrupt behavior. Transition-related disruptions in behavior have been observed across laboratories, species, and procedural arrangements. The most commonly reported disruption in basic research is a pause in the reinforced behavior in the signaled transition from a relatively rich to a relatively lean condition of reinforcement (Perone & Courtney, 1992). The present study assessed the function of the stimuli associated with transitions as either reinforcing, punishing, or neutral across two experiments using eight pigeons as subjects. Experiment 1 tested the function of two stimuli, one correlated with …
Manipulating Unit Price During Alternative Reinforcement Schedule Thinning In A Concurrent- Schedules Arrangement, Katherine A. Cucinotta
Manipulating Unit Price During Alternative Reinforcement Schedule Thinning In A Concurrent- Schedules Arrangement, Katherine A. Cucinotta
Graduate Theses, Dissertations, and Problem Reports (ETD)
Reinforcement schedule thinning, a critical component when addressing target behavior using differential reinforcement of alternative behavior schedules, aims to decrease alternative reinforcement rates while maintaining suppression of a target response (Davis et al., 2023; Hagopian et al., 2011). When multiple response options are available, manipulating the relative unit price across options alters the relative efficiency with which reinforcement is obtained and can shift responding toward an alternative behavior. Thus, altering the relative unit price can be a beneficial tactic when reinforcement for a target behavior cannot be withheld. Using concurrent-schedule arrangements, two experiments evaluated the conditions under which target response …
The Dual-Factor Model (Dfm) Of Mental Among Appalachian Youth, Mawyah Adel Bashatah
The Dual-Factor Model (Dfm) Of Mental Among Appalachian Youth, Mawyah Adel Bashatah
Graduate Theses, Dissertations, and Problem Reports (ETD)
Background. Adolescent mental health is a critical public health concern, particularly in rural Appalachian communities where rates of depression, anxiety, and substance use exceed national averages and access to mental health resources remain severely limited. Traditional mental health frameworks rely predominantly on the identification and reduction of psychopathological symptoms, neglecting the independent contributions of positive well-being to adolescent risk and resilience. The Dual-Factor Model (DFM) of mental health offers a more comprehensive alternative by simultaneously assessing subjective well-being (SWB) and psychopathology, classifying individuals into four distinct groups: Complete mental health, Vulnerable, Symptomatic but content, and Troubled. Despite the DFM’s growing …
Borrowed But Mine: Time-Based Asymmetries In Psychological Ownership, Elizabeth Ann Brauer
Borrowed But Mine: Time-Based Asymmetries In Psychological Ownership, Elizabeth Ann Brauer
Graduate Theses, Dissertations, and Problem Reports (ETD)
People often borrow everyday items, such as a friend’s jacket or pair of sunglasses, and after a period of use, may begin to feel as if the item is their own. Psychological ownership captures this felt sense of “mine,” even in the absence of legal ownership, and reflects the extent to which a target becomes incorporated into the self (Pierce et al., 2003). Despite decades of work on psychological ownership, little is known about how psychological ownership develops and changes within interpersonal lending and borrowing contexts. This dissertation examines how possession duration influences psychological ownership in interpersonal borrowing relationships and …
Ai In The Workplace: Understanding The Path Between Ai Adoption Intensity And Ai-Induced Job Insecurity, Joanna J. Frieske
Ai In The Workplace: Understanding The Path Between Ai Adoption Intensity And Ai-Induced Job Insecurity, Joanna J. Frieske
Graduate Theses, Dissertations, and Problem Reports (ETD)
Artificial Intelligence (AI) is becoming more embedded in organizational workflows and is reshaping work environments, changing how we work, make decisions, stay engaged, perform, and learn. While AI adoption is associated with a wide range of benefits, it also presents negative aspects that may affect employee experiences and influence the future of work. Drawing on extant literature and on the Job Demands–Resources (JD-R) model, Conservation of Resources (COR) theory, and the Technology–Organization–Environment (TOE) framework, this research proposes a model in which psychological safety mediates the relationship between AI adoption intensity and job insecurity, while procedural justice and AI self-efficacy act …
Assessing Flood Resilience In West Virginia Communities: Integrating Physical, Institutional, Socioeconomic, And Environmental Dimensions, Anahita Mahmoudi
Assessing Flood Resilience In West Virginia Communities: Integrating Physical, Institutional, Socioeconomic, And Environmental Dimensions, Anahita Mahmoudi
Graduate Theses, Dissertations, and Problem Reports (ETD)
Flooding is one of the most frequent and damaging natural hazards in the United States, with impacts expected to intensify under changing climate conditions. In regions such as West Virginia, complex terrain, development patterns along river corridors, and socioeconomic disparities contribute to elevated flood risk. Traditional approaches to flood risk assessment often focus on single dimensions of vulnerability or rely on binary floodplain maps, which do not fully capture the spatial variability and multidimensional nature of flood resilience.
This dissertation develops an integrated, community-scale framework for assessing flood resilience in West Virginia by combining physical, environmental, institutional, and socioeconomic dimensions …
The Differential Impacts Of Internal And External Corporate Social Responsibility Activities On Consumer Trust After Covid-19, Kennadi C. Mccoy
The Differential Impacts Of Internal And External Corporate Social Responsibility Activities On Consumer Trust After Covid-19, Kennadi C. Mccoy
Graduate Theses, Dissertations, and Problem Reports (ETD)
This dissertation explores the strategic role of Corporate Social Responsibility (CSR) in helping small businesses recover from crises, with a specific focus on the COVID-19 pandemic. Different from many traditional studies that highlight the ethical or reputational aspects of CSR, this research will examine its practical effects: how CSR initiatives during crises influence business success by enhancing consumer trust, particularly by examining the differential impact of Internal CSR versus External CSR. The study suggests that, compared with internally focused CSR, external CSR activities will have a greater impact on consumer trust. In addition, the dissertation suggests that this effect is …
White Lies Of Time: Temporal Racialization In 19th-20th Century American Literature, Yu Uchida
White Lies Of Time: Temporal Racialization In 19th-20th Century American Literature, Yu Uchida
Graduate Theses, Dissertations, and Problem Reports (ETD)
By examining mid-nineteenth to mid-twentieth century American literary texts, this dissertation project aims to theorize the ways in which whiteness relies on conceptualizations of time to hegemonize non-white subjects and prescribe their historical representations. Because whiteness is dynamic in its emergence and effects and ubiquitous in sociopolitical and cultural realms, this dissertation holistically turns to white, Black, and Indigenous writers to delineate how whiteness functions throughout the period and how racialized subjects negotiate it. Portraying the nation’s history as lived experience rather than objectified knowledge, the racialized authors I examine undermine the concept of linear progressive time that subtends structural …
The Impact Of Ai Service Workers On Opportunistic Complaint Behavior, Chelsi J. Baker
The Impact Of Ai Service Workers On Opportunistic Complaint Behavior, Chelsi J. Baker
Graduate Theses, Dissertations, and Problem Reports (ETD)
Consumer complaint behavior research has traditionally focused on interactions between customers and human employees, leaving open questions about how these behaviors may change when the service agent is artificial intelligence. This research looks at whether customers are more likely to engage in opportunistic complaint behavior when interacting with AI service agents and explores what might explain that behavior. The results show that customers are more likely to behave opportunistically when interacting with AI service agents than with human employees. Perceived morality helps explain this relationship, as more human-like service agents increase the extent to which exaggerating a complaint is seen …
Back To The Office Or Out The Door: The Impact Of Return-To-Office Mandates On Employee Well-Being And Turnover Intention, Charlotte Renee Nelson
Back To The Office Or Out The Door: The Impact Of Return-To-Office Mandates On Employee Well-Being And Turnover Intention, Charlotte Renee Nelson
Graduate Theses, Dissertations, and Problem Reports (ETD)
The widespread adoption of remote work during the COVID-19 pandemic significantly altered traditional workplace arrangements. As organizations increasingly implement RTO mandates, questions have emerged about how these changes affect employee well-being and turnover intentions. Guided by the Job Demands–Resources framework, this study examined the relationship between RTO mandates and two employee outcomes: employee well-being and turnover intention. The study also tested whether work engagement mediated these relationships and whether perceived organizational support and work stressors moderated the relationship between RTO mandates and work engagement.
A quantitative, non-experimental, cross-sectional survey design was employed. Data were collected from 229 U.S. employees working …
Exploring The Intersectionality Of Sociodemographic Factors And Adverse Childhood Experiences That Impact College Performance, Taylor June Brown
Exploring The Intersectionality Of Sociodemographic Factors And Adverse Childhood Experiences That Impact College Performance, Taylor June Brown
Graduate Theses, Dissertations, and Problem Reports (ETD)
Success in higher education is influenced by a range of social and economic factors that do not affect all students equally. This thesis examined how Adverse Childhood Experiences (ACEs), socioeconomic status (SES), first-generation college status, minority status, and geographic isolation independently and multiplicatively relate to academic outcomes. Using data from 775 first-year students at a large public university in rural Appalachia, this study assessed whether these factors independently and/or multiplicatively predicted first-year GPA and odds of dropping out. ACEs linearly predicted first-year cumulative GPA and odds of dropping out. A significant ACE x Race interaction emerged for predicting first-year cumulative …