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The Influence Of Spirituality On Caregiver Burden And Quality Of Life In Older Adult Informal Caregivers, Stephanie Marie Young Jan 2023

The Influence Of Spirituality On Caregiver Burden And Quality Of Life In Older Adult Informal Caregivers, Stephanie Marie Young

Graduate Theses, Dissertations, and Problem Reports (ETD)

Background: Caregiver burden reduces quality of life (QOL) and is associated with poorer health outcomes. Older adults may be more susceptible to caregiver burden due to advancing age and declining health. Spirituality has been shown to reduce caregiver burden and improve QOL.

Purpose: The purpose of this study was to evaluate the direct or indirect influence of spirituality on caregiver burden and caregiver QOL in older adult caregivers. The specific aims were 1) to determine the prevalence of caregiver burden in a nationally representative sample of older adult informal caregivers of other adults and 2) to investigate the relationships among …


Understanding The Effects Of The Covid-19 Pandemic On West Virginia Students In Secondary School, Hannah Mckenzye Layman Jan 2023

Understanding The Effects Of The Covid-19 Pandemic On West Virginia Students In Secondary School, Hannah Mckenzye Layman

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract 1

Background: The COVID-19 pandemic negatively impacted the mental health of young people. Mental health disparities among youth are abundant, so understanding how the pandemic may have affected specific sub-groups to develop tailored interventions to mitigate variations in health disparities is essential. Methods: School-based survey data from the Young Mountaineer Health Study (YMHS) was used to create generalized estimating equations models predicting anxiety and depression among early adolescents. The cohort sample included 2,322 students. Waves 1, 2, and 3 were collected ~6 months apart. Independent variables included COVID-19-related emotional impact (scale range: 5-25) and social support. Results: Average age …


Sense And Sensitivity: Spatial Structure Of Conspecific Signals During Social Interaction, Keshav Ramachandra Jan 2023

Sense And Sensitivity: Spatial Structure Of Conspecific Signals During Social Interaction, Keshav Ramachandra

Graduate Theses, Dissertations, and Problem Reports (ETD)

Organisms rely on sensory systems to gather information about their environment. Localizing the source of a signal is key in guiding the behavior of the animal successfully. Localization mechanisms must cope with the challenges of representing the spatial information of weak, noisy signals. In this dissertation, I investigate the spatial dynamics of natural stimuli and explore how the electrosensory system of weakly electric fish encodes these realistic spatial signals. To do so In Chapter 2, I develop a model that examines the strength of the signal as it reaches the sensory array and simulates the responses of the receptors. The …


Imitation Learning For Swarm Control Using Variational Inference, Hafeez Olafisayo Jimoh Jan 2023

Imitation Learning For Swarm Control Using Variational Inference, Hafeez Olafisayo Jimoh

Graduate Theses, Dissertations, and Problem Reports (ETD)

Swarms are groups of robots that can coordinate, cooperate, and communicate to achieve tasks that may be impossible for a single robot. These systems exhibit complex dynamical behavior, similar to those observed in physics, neuroscience, finance, biology, social and communication networks, etc. For instance, in Biology, schools of fish, swarm of bacteria, colony of termites exhibit flocking behavior to achieve simple and complex tasks. Modeling the dynamics of flocking in animals is challenging as we usually do not have full knowledge of the dynamics of the system and how individual agent interact. The environment of swarms is also very noisy …


Profiles Of Positive And Negative Risk-Taking Among Asian And Non-Asian American Emerging Adults, Yea Won Park Jan 2023

Profiles Of Positive And Negative Risk-Taking Among Asian And Non-Asian American Emerging Adults, Yea Won Park

Graduate Theses, Dissertations, and Problem Reports (ETD)

Emerging adults can engage in both positive and negative risk-taking. Based on recent previous research that identified various risk-taking profiles (Duell et al., 2022), the current project extends the literature in several ways. The purpose of this study was to (1) identify profiles of risk-taking behavior among US college students, (2) examine how correlates of cognitive values and interpersonal factors relate to risk-taking groups, and (3) investigate the role of cultural values in risk-taking profiles among Asian and non-Asian American college students. The sample was 401 participants recruited from universities in the US. Latent Profile Analyses indicated that 4-profile solution …


Exploring Opportunities And Challenges Of Adopting Exoskeletons And Exosuits In Construction: Identifying Facilitators, Barriers, And Potential Solutions To Those Barriers, Dilruba Mahmud Jan 2023

Exploring Opportunities And Challenges Of Adopting Exoskeletons And Exosuits In Construction: Identifying Facilitators, Barriers, And Potential Solutions To Those Barriers, Dilruba Mahmud

Graduate Theses, Dissertations, and Problem Reports (ETD)

Exoskeletons and exosuits (collectively termed as EXOs) have the potential to reduce the risk of work-related musculoskeletal disorders (WMSDs) by protecting workers from exertion and muscle fatigue due to physically demanding, repetitive, and prolonged work in construction workplaces. However, the use of EXOs in construction is in its infancy, and much knowledge for driving acceptance, adoption, and application of this technology is still lacking. This paper aims to identify the potential facilitators and barriers to adopting EXOs in the construction industry, along with potential solutions to those identified barriers to fostering the adoption of EXOs in construction workplaces through a …


Adverse Childhood Experiences And Intimate Partner Violence In Gender Minority Populations, Claire Mason Mccown Jan 2023

Adverse Childhood Experiences And Intimate Partner Violence In Gender Minority Populations, Claire Mason Mccown

Graduate Theses, Dissertations, and Problem Reports (ETD)

Childhood adversity has been linked to numerous health and mental health concerns in adulthood (Felitti et al., 1998). Among the many outcomes associated with adverse childhood experiences (ACEs), victimization and perpetration of intimate partner violence (IPV) remains a public health crisis. Research has found that those identifying as gender minority individuals are disproportionately impacted by IPV (Messinger, 2017; Peitzmeier et al., 2020). Further, gender minority individuals experience equivalent, if not higher, rates of ACEs when compared to their cisgender counterparts (Baams, 2018; Juárez-Chávez et al., 2018; Schnarrs et al., 2019; Tobin & Delaney, 2019). While many factors contribute to the …


Sexism In The Digital World: A Thematic Content Analysis Of The Cyberbullying Of Lil Miquela, Shyanne Elizabeth Schmithorst Jan 2023

Sexism In The Digital World: A Thematic Content Analysis Of The Cyberbullying Of Lil Miquela, Shyanne Elizabeth Schmithorst

Graduate Theses, Dissertations, and Problem Reports (ETD)

As artificial intelligence (AI) evolves, social issues associated with this technology are also perpetuated. This is especially pertinent to online violence against women. In April 2016, fictional character “Lil Miquela,” an AI robot who would quickly rise to fame as a social media influencer, was created using Computer-Generated Imagery (CGI). Significant backlash has persisted against Lil Miquela throughout its existence, which has typically taken the form of demeaning comments made by other users on Lil Miquela’s social media pages. As the robot looks deceptively like a human female, the robot receives online treatment that mimics that of human women. Utilizing …


Response Maintenance By Mediated Reinforcement With Forced Alternation Of Reinforcement Opportunities, Kento Yasukawa Jan 2023

Response Maintenance By Mediated Reinforcement With Forced Alternation Of Reinforcement Opportunities, Kento Yasukawa

Graduate Theses, Dissertations, and Problem Reports (ETD)

Three experiments were conducted to investigate the effects of mediated reinforcement –reinforcers delivered to either of two co-actors by the responses of the other co-actor, but independently of the responses of the co-actor receiving the reinforcer– on the maintenance of responding of the co-actors. In each experiment, using a discrete-trials procedure, responding and receiving reinforcers alternated between co-actors. In Experiment 1, the alternation followed each reinforcer. Also investigated in this experiment were the effects of the presence and absence of social stimuli and of the role of reinforcement delays on individual responding. The number of consecutive reinforcer deliveries to either …


Internalized Heterosexism, Shame Proneness, And Disclosure In Clinical Supervision Among Sexual Minority Supervisees, Christian Joseph Carey Jan 2023

Internalized Heterosexism, Shame Proneness, And Disclosure In Clinical Supervision Among Sexual Minority Supervisees, Christian Joseph Carey

Graduate Theses, Dissertations, and Problem Reports (ETD)

Sexual minority supervisees face unique struggles including prejudice, discrimination, and heterosexism, which may impact their psychological well-being and development within the supervisory experience through shame proneness and reduced disclosure. This study aims to explore the challenges facing sexual minority trainees and contribute to the empirical knowledge of multicultural supervision. Thus, this study proposes two mediation models for the hypothesized relationships among internalized heterosexism, shame-related withdrawal, shame-related negative self-evaluation, and disclosure in supervision. A total of 170 supervisees identifying as sexual minorities completed an online survey. The primary analysis included a three-step linear regression and confirmatory analysis for mediation. The results …


Effects Of Combined Ethanol And Nicotine Administration On Delay Discounting In Male And Female Sprague-Dawley Rats, Rebecca Lillian Chalme Jan 2023

Effects Of Combined Ethanol And Nicotine Administration On Delay Discounting In Male And Female Sprague-Dawley Rats, Rebecca Lillian Chalme

Graduate Theses, Dissertations, and Problem Reports (ETD)

Ethanol (EtOH) and nicotine (NIC) are among the most commonly used and co-used drugs in the world. Co-use occurs in people who use one or both drugs chronically, but also in people who only consume one or both drugs acutely, often in a “bingeing and chipping” pattern. Given that each drug on its own has previously been shown to affect impulsive choice in delay-discounting procedures, with some indication that drug effects could vary by sex, the purpose of the present experiments was to investigate effects of combined EtOH and NIC at a range of dose combinations on delay discounting in …


Evaluation Of Commission And Omission Errors During Differential Reinforcement Of Other Behavior, Lindsey M. Hronek Jan 2023

Evaluation Of Commission And Omission Errors During Differential Reinforcement Of Other Behavior, Lindsey M. Hronek

Graduate Theses, Dissertations, and Problem Reports (ETD)

Differential reinforcement of other behavior (DRO) is a reinforcement schedule that commonly includes the delivery of a reinforcer following an interval during which a target behavior did not occur and extinction (i.e., the reinforcer is withheld following any instances of the target behavior). Although interventions using DRO schedules can decrease target behavior when implemented as designed, little is known about the efficacy of DRO interventions when they include fidelity errors. A growing field of literature has demonstrated different ways fidelity errors can affect the outcomes of other interventions (e.g., DRA, response cost, and skill acquisition). One study by Foreman et …


Love, Life, And Controversial Topics: A Content Analysis Of The Top Liked Abortion Tiktok Videos Before And After The Overturning Of Roe V. Wade, Jill E. Sturges Jan 2023

Love, Life, And Controversial Topics: A Content Analysis Of The Top Liked Abortion Tiktok Videos Before And After The Overturning Of Roe V. Wade, Jill E. Sturges

Graduate Theses, Dissertations, and Problem Reports (ETD)

TikTok is a trendy social media platform that has attracted billions of monthly users. Anyone can post a short video about their interests, beauty, relationships, travel, and controversial topics if they are 13 or older. Many young adults turn to social media platforms, such as TikTok, to help them make decisions regarding their everyday lives and to discuss controversial topics, such as abortion. The concern with social media content is the misinformation and disinformation that can spread rapidly across the globe with a click of a button. Numerous studies have begun to examine social media platforms for the accuracy of …


Understanding The Impact Of Scientific Testimony On Potential Jury Members: Independent And Interactive Effects Of Expert Characteristics And Jury Member’S Social Location, Ellory R. Dabbs Jan 2023

Understanding The Impact Of Scientific Testimony On Potential Jury Members: Independent And Interactive Effects Of Expert Characteristics And Jury Member’S Social Location, Ellory R. Dabbs

Graduate Theses, Dissertations, and Problem Reports (ETD)

As science and technology evolve, they impact society at different levels. With these changes, it is important to understand how members of society will be affected. One area where there has been a rise in the use of scientific information is in jury trials. Those who are on trial for a criminal offense are more often relying on forensic evidence, and forensic experts, to aid in their defense, and those who are prosecuting a criminal case are also relying on forensic evidence and forensic experts. However, forensic evidence is not consistent in type or interpretation – what one person may …


Effects Of Ethanol And Nicotine Co-Administration On Risky Choice In Rats, Erin E. Wylie Jan 2023

Effects Of Ethanol And Nicotine Co-Administration On Risky Choice In Rats, Erin E. Wylie

Graduate Theses, Dissertations, and Problem Reports (ETD)

Individuals often engage in the comorbid use of alcohol (ethanol) and nicotine, leading to further-escalated health consequences than the use of either drug in isolation. Given the poor health outcomes resulting from the combined administration of ethanol and nicotine, some of which may be due to increased risky choice, more basic research is needed to better characterize drug/dose interactions on risky choice. Probability-discounting procedures involve a series of discrete choices between a smaller, certain reinforcer (i.e., a safer choice) and a larger, increasingly uncertain reinforcer (i.e., a riskier choice). Probability-discounting procedures allow for the assessment of …


Cue Reactivity In Electronic Cigarette Users With Sign-Tracking Or Goal-Tracking Behaviors, Polina Krom Jan 2023

Cue Reactivity In Electronic Cigarette Users With Sign-Tracking Or Goal-Tracking Behaviors, Polina Krom

Graduate Theses, Dissertations, and Problem Reports (ETD)

Polina Krom

Cue reactivity is an important predictor of addiction course and relapse. However, cue reactivity is only observed after an addiction develops. As such, it is unclear to what degree cue reactivity represents a state stemming from the addiction process versus a trait-like propensity towards developing cue-reward associations. Work in animal models has pointed to important individual differences in trait-like inclination to attribute incentive salience to reward-predictive cues that is associated with addiction-relevant behavioral and neurobiological features. These individual differences manifest as sign-tracking (ST) and goal-tracking (GT) behaviors during Pavlovian conditioning. Little research has attempted to translate ST and …


Advancing Prosthetic Design Using Neural And Mechanical Dynamics, Kacie E. Hanna Jan 2023

Advancing Prosthetic Design Using Neural And Mechanical Dynamics, Kacie E. Hanna

Graduate Theses, Dissertations, and Problem Reports (ETD)

Limb loss poses a significant challenge to mobility and the performance of daily activities. Currently, nearly half of the amputees using powered prosthetics abandon their device due to inadequate limb coordination and movement control abilities. In the healthy system, passive and neural dynamics facilitate the synchronized activation of muscles necessary for coordinated movement. However, in the amputee, the system is disrupted. The goal of this research is to use neural and mechanical dynamics to inform the design of prosthetic devices in order to restore intuitive control and coordinated limb movement.

The first aim of this research is to investigate neural …


Comparing Activity-Based Market Segments On The George Washington And Jefferson National Forests Before And During The Covid-19 Pandemic, Eric Eugene Snyder Jan 2023

Comparing Activity-Based Market Segments On The George Washington And Jefferson National Forests Before And During The Covid-19 Pandemic, Eric Eugene Snyder

Graduate Theses, Dissertations, and Problem Reports (ETD)

Understanding market segments in forest-based tourism and their dynamics is integral for the tourism industry's ability to adapt and thrive in the ever-evolving market. The purpose of this research is to determine how recreation participation changed over a five-year period in the George Washington and Jefferson National Forests before and during the COVID-19 global pandemic. Data were collected via the National Visitor Use Monitoring (NVUM) surveys in fiscal years 2016 and 2021. NVUM surveys are on-site exit interview surveys that produce descriptive information about forest visitors. NVUM utilizes a stratified random sampling methodology that captures data across different use levels, …


What Gives? Leveraging Marketing Knowledge To Increase Consumers’ Charitable Giving, Caitlin Michael Jan 2023

What Gives? Leveraging Marketing Knowledge To Increase Consumers’ Charitable Giving, Caitlin Michael

Graduate Theses, Dissertations, and Problem Reports (ETD)

Marketing plays a central role in nonprofit organizations that compete for the donations of individual consumers to achieve their respective missions. To this end, marketing researchers and practitioners have devoted much attention to the antecedents of charitable giving and ways in which solicitations may be made more effective and efficient. This gives rise to the questions: “What has the field learned?” and, relatedly, “What novel effects have not yet been explored?” Within this dissertation, three essays address these questions through the use of multiple methodologies.

The first essay seeks to outline what the marketing field has learned about consumers’ charitable …


Composers At War: A Study Of Composers Who Fought In World War I And World War Ii, Jason T. Hoffmann Jan 2023

Composers At War: A Study Of Composers Who Fought In World War I And World War Ii, Jason T. Hoffmann

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research document explores the connections between the war experiences of four composers and whether the possibility existed that any of the composers had posttraumatic stress disorder (PTSD), moral injury, mild traumatic brain injuries (mTBI), traumatic brain injury (TBI) or chronic traumatic encephalopathy (CTE). Scholars have not thoroughly examined the music of composers written before, during, and after war experiences and any potential changes to musical styles or compositional techniques. In my research I look at the effects that war can have on composers through autobiographical and biographical accounts of Ivor Gurney (WWI), Olivier Messiaen (WWII), Maurice Ravel (WWI), and …


Exploring The Conceptualizations And Utilizations Of Learning Theories In Sport Settings, Kevin R. Lou Jan 2023

Exploring The Conceptualizations And Utilizations Of Learning Theories In Sport Settings, Kevin R. Lou

Graduate Theses, Dissertations, and Problem Reports (ETD)

The purpose of this study was to identify how integrating learning theories into the design of a formal university course helps facilitate students’ resources, goals, and orientations (Schoenfeld, 2011) of learning theories for their future career work in coaching, sport psychology consulting, or other sport-related professions. Sixteen students signed up for a fifteen-week fall semester course at a Mid-Atlantic university in America and were asked to annotate, create, and reflect upon examples of future work in their desired fields for their three major written assignments in the course. Students reflected on their learning experience through pre-and-post semi-structured interviews and most …


Examining The Relations Among Academic And Non-Cognitive Factors And Student Achievement, Dona Sachini Hasanjalie Hewagallage Jan 2023

Examining The Relations Among Academic And Non-Cognitive Factors And Student Achievement, Dona Sachini Hasanjalie Hewagallage

Graduate Theses, Dissertations, and Problem Reports (ETD)

Since the 1980s, Physics Education Research (PER) has explored the factors influencing students' success in college. This manuscript reports three different studies to understand the impact of different factors on students' college physics achievement. The first study explored several academic (high school physics preparation, high school preparation, math readiness, and ACT or SAT verbal and mathematics scores) and non-cognitive (self-efficacy, personality, belonging, grade expectation, and demographic) factors using correlation and linear regression analysis to understand their relation to students' physics conceptual understanding measured by the Force and Motion Conceptual Evaluation (FMCE). High school preparation was found to be the most …


Parent And Adolescent Report Of Helicopter Parenting: Examining Reporter Discrepancies And Associations With Adolescent Depression And Anxiety, Avneet Batra Jan 2023

Parent And Adolescent Report Of Helicopter Parenting: Examining Reporter Discrepancies And Associations With Adolescent Depression And Anxiety, Avneet Batra

Graduate Theses, Dissertations, and Problem Reports (ETD)

Research is replete with studies on Helicopter Parenting (HP) and its association with depression and anxiety (Cui et al., 2019; Schiffrin et al., 2014; 2019). However, most of the studies have focused on college students’ reports on helicopter parenting and there is relative dearth of studies with adolescents or with parents’ reports of HP (Pistella et al., 2020; Schiffrin et al., 2019). The current study aims to fill the gap in the literature by including both parent and adolescents’ perspectives on helicopter parenting, assess its unique association (parent and teens HP reports) with teen depression and anxiety both concurrently and …


Impacts Of Error Rate And Therapist Appearance On The Accuracy Of Fidelity Data Collection, Marisela A. Aguilar Jan 2023

Impacts Of Error Rate And Therapist Appearance On The Accuracy Of Fidelity Data Collection, Marisela A. Aguilar

Graduate Theses, Dissertations, and Problem Reports (ETD)

Procedural fidelity is the extent to which a procedure is implemented as designed. Analyzing procedural-fidelity data can improve treatment outcomes. Fidelity data are generally collected by a supervisor or trained data collector using a checklist that operationalizes each component of the procedure and accounts for errors in implementation of the components. However, little is known about variables that may affect the accuracy of supervisor-collected data generally, and even less is known about variables that may affect the accuracy of procedural-fidelity data. Therefore, the current studies explored the extent to which Board Certified Behavior Analysts (BCBAs) accurately detected programmed fidelity errors …


Relationships Among Pregnancy, Substance Use, Social Determinants Of Health And Assessment, Referral, And Utilization Of Treatment: A Secondary Analysis Of Nsduh Data, Heather Lynn Coddington Jan 2023

Relationships Among Pregnancy, Substance Use, Social Determinants Of Health And Assessment, Referral, And Utilization Of Treatment: A Secondary Analysis Of Nsduh Data, Heather Lynn Coddington

Graduate Theses, Dissertations, and Problem Reports (ETD)

ABSTRACT

Relationships Among Pregnancy, Substance Use, Social Determinants of Health and Assessment, Referral, and Utilization of Treatment: A Secondary Analysis of NSDUH Data

Heather Coddington

Background: Assessment and referral for substance use disorder during pregnancy is crucial to improving outcomes for mothers and newborns during the antepartum and postpartum period. Healthcare professionals are essential during the entirety of the pregnancy during each trimester to provide effective communication when assessing for substance use early and throughout each trimester of pregnancy. The purpose of this study was to determine if there was a relationship between assessment, referral, and utilization of treatment …


Tesol And Feminist Pedagogy: The Application Of Feminist Pedagogy In Esl Versus Efl Settings, Emil Asanov Jan 2022

Tesol And Feminist Pedagogy: The Application Of Feminist Pedagogy In Esl Versus Efl Settings, Emil Asanov

Graduate Theses, Dissertations, and Problem Reports (ETD)

Feminist pedagogy, which emerged in the United States in the 1980s, is an-anti oppressive pedagogy that invites students to build community, fosters an inclusive learning environment for everyone to succeed and lead, and encourages power sharing among and between students and teachers. With feminism spreading and varying across the world, feminist pedagogy advertently or inadvertently manifests itself in the work of some English as a second language (ESL) and English as a foreign language (EFL) teachers. Feminist pedagogy has received popularity in English classrooms all over the world, which is evidenced by increasing research on the topic (e.g., Vandrick, 1994, …


Examining The Spatial Relationship Between Maternal Morbidity, Access To Health Care, And Community Characteristics In West Virginia, Sarah E. Woolard Jan 2022

Examining The Spatial Relationship Between Maternal Morbidity, Access To Health Care, And Community Characteristics In West Virginia, Sarah E. Woolard

Graduate Theses, Dissertations, and Problem Reports (ETD)

Maternal-related morbidity rates in the United States have risen almost three fold since the early 1990’s. Issues related to rurality, socioeconomic disparities, and pre-existing health conditions increase the risk of poor pregnancy outcomes and introduce barriers to accessing advanced maternal health care. West Virginia (WV) has higher maternal morbidity rates than many other states in the United States (US), and is considered to be driven by all 55 counties being classified as Appalachian, possessing the highest prenatal smoking rate in the US, and having disparities in access to health care. Despite this, no previous studies have evaluated maternal morbidity in …


An Exploration Of The Effects Of Mindfulness On Pain: The Role Of Pain Catastrophizing, Ilana Haliwa Jan 2022

An Exploration Of The Effects Of Mindfulness On Pain: The Role Of Pain Catastrophizing, Ilana Haliwa

Graduate Theses, Dissertations, and Problem Reports (ETD)

Chronic pain is a complex global public health concern associated with a host of negative outcomes, including loss of productivity, decreased quality of life, and greater likelihood of developing a mental health disorder. Initial evidence indicates that mindfulness-based interventions (MBIs) improve pain symptomatology. However, most MBIs are time and resource intensive, and it is unclear how mindfulness may improve the pain experience. The purpose of the present set of studies was to test the effects of a brief, app-based MBI on pain experience, and to examine whether pain catastrophizing was a statistical mediator of any effect. Two studies were conducted …


Investigating The Marketing Language Among Online Retailers Of Violin Strings To Determine The Implied Aesthetic, Kira Kay Browning Jan 2022

Investigating The Marketing Language Among Online Retailers Of Violin Strings To Determine The Implied Aesthetic, Kira Kay Browning

Graduate Theses, Dissertations, and Problem Reports (ETD)

The aim of this research is to determine if language in the advertising of violin strings is acting as an exclusionary tool in favor of a Western art music “sound” produced by “classical” violinists. It posits that the marketing of strings to violinists is a topic laden with unacknowledged biases and values of musicians within Western art music. The aesthetic values attached to playing Western art music for the violin in the United States are passed on through pedagogic practice and acculturation of language. Product descriptions for strings in the United States employ language which adheres to these cultural values …


A Monte Carlo Simulation Of Rat Choice Behavior With Interdependent Outcomes, Michelle A. Frankot Jan 2022

A Monte Carlo Simulation Of Rat Choice Behavior With Interdependent Outcomes, Michelle A. Frankot

Graduate Theses, Dissertations, and Problem Reports (ETD)

Preclinical behavioral neuroscience often uses choice paradigms to capture psychiatric symptoms. In particular, the subfield of operant research produces nested datasets with many discrete choices in a session. The standard analytic practice is to aggregate choice into a continuous variable and analyze using ANOVA or linear regression. However, choice data often have multiple interdependent outcomes of interest, violating an assumption of general linear models. The aim of the current study was to quantify the accuracy of linear mixed-effects regression (LMER) for analyzing data from a 4-choice operant task called the Rodent Gambling Task (RGT), which measures decision-making in the context …