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Misinformation Containment Using Nlp And Machine Learning: Why The Problem Is Still Unsolved, Vishnu S. Pendyala Jan 2023

Misinformation Containment Using Nlp And Machine Learning: Why The Problem Is Still Unsolved, Vishnu S. Pendyala

Faculty Research, Scholarly, and Creative Activity

Despite the increased attention and substantial research into it claiming outstanding successes, the problem of misinformation containment has only been growing in the recent years with not many signs of respite. Misinformation is rapidly changing its latent characteristics and spreading vigorously in a multi-modal fashion, sometimes in a more damaging manner than viruses and other malicious programs on the internet. This chapter examines the existing research in natural language processing and machine learning to stop the spread of misinformation, analyzes why the research has not been practical enough to be incorporated into social media platforms, and provides future research directions. …

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Data-Driven Reachability Analysis For Gaussian Process State Space Models, Paul Griffioen, Murat Arcak Jan 2023

Data-Driven Reachability Analysis For Gaussian Process State Space Models, Paul Griffioen, Murat Arcak

Faculty Work Comprehensive List

Gaussian process state space models are becoming common tools for the analysis and design of nonlinear systems with uncertain dynamics. When designing control policies for these systems, safety is an important property to consider. In this paper, we provide safety guarantees by computing finite-horizon forward reachable sets for Gaussian process state space models. We use data-driven reachability analysis to provide exact probability measures for state trajectories of arbitrary length, even when no data samples are available. We investigate two numerical examples to demonstrate the power of this approach, such as providing highly non-convex reachable sets and detecting holes in the …

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Leading With The Trailing Edge: Facilitating Patient Choice For Insulin Products, Robin Feldman Jan 2023

Leading With The Trailing Edge: Facilitating Patient Choice For Insulin Products, Robin Feldman

Faculty Scholarship

Insulin prices have risen sharply, despite a century since its introduction. Against this backdrop, companies have discontinued dozens of insulin prod- ucts. Discontinuation could relate to safety or effectiveness, or to the over- whelming benefits of newer products. On the other hand, discontinuation could suggest strategic behavior hampering competition and supporting prices. To test these theories, this project examined every insulin discontin- uation, analyzing the role discontinuations play in insulin affordability. No evidence emerged of any discontinuation for safety or effectiveness. Rather, dozens of viable products were removed from the market, followed by more expensive versions, often with little or …

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Restorative Justice Diversion As A Structural Health Intervention In The Criminal Legal System The Criminal Legal System, Thalia Gonzalez Jan 2023

Restorative Justice Diversion As A Structural Health Intervention In The Criminal Legal System The Criminal Legal System, Thalia Gonzalez

Faculty Scholarship

A new discourse at the intersection of criminal justice and public health is bringing to light how exposure to the ordinariness of racism in the criminal legal system—whether in policing practices or carceral settings—leads to extraordinary outcomes in health. Drawing on empirical evidence of the deleterious health effects of system involvement coupled with new threats posed by COVID-19, advocates and academics have increasingly called for race-conscious public health-driven reforms to carcerality in the United States. Recognizing the significance of health to carceral reform, the initiation of a health justice grounded lexicon in criminal justice has opened the doorway to new …

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Misinformation And Covid-19, Dorit Rubenstein Reiss Jan 2023

Misinformation And Covid-19, Dorit Rubenstein Reiss

Faculty Scholarship

The COVID-19 pandemic’s impact on our world cannot be overstated. One of its noticeable features was the prominence of misinformation generally, and anti-vaccine misinformation more specifically. This article provides a breakdown of the five major themes of antivaccine misinformation and the way they were used to create fear, uncertainty, and doubt about COVID- 19 vaccines. Long before the pandemic, anti-vaccine activists argued using a five-part playbook. They argued that (1) vaccine preventable diseases were not really dangerous, (2) vaccines were dangerous and ineffective, (3) there were alternative treatments that were better than (dangerous and ineffective) vaccines, (4) there was a …

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Wolf Law, David Takacs Jan 2023

Wolf Law, David Takacs

Faculty Scholarship

Various populations of wolves have been listed as threatened or endan- gered under the U.S. Endangered Species Act since the 1970s. But no listed species has aroused, and continues to arouse, so much controversy as the Northern Gray wolf. “Wolf law” is unique, odd, and often counterproductive— at least if the goal is to ensure the species’ survival and revitalize damaged ecosystems upon which healthy human communities depend. This Article identifies some of the unique characteristics of wolf law, analyzes how and why it has developed in this strange way, and proposes some more sensible ways for healthy human communities …

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Rewarding Failure With Patents, Robin Feldman Jan 2023

Rewarding Failure With Patents, Robin Feldman

Faculty Scholarship

It is axiomatic that patents promote success. And yet, a contrary notion—that the patent incentive for medicine should be sufficient to compensate for the losses incurred when other research fails—is quietly permeating modern court decisions, commentary, and Congressional discussions, coloring debates relating to pricing and regulation of medicine. The conceptualization is moving forward unchallenged, as if failure compensation follows logically from the innovation incentives built into the patent construct. As this Article demonstrates, however, the notion is antithetical to patent law, putting modern conceptualizations on a collision course with the history and theory of patents reaching back to this nation’s …

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Restorative Justice Diversion As A Structural Health Intervention In The Criminal Legal System, Thalia Gonzalez Jan 2023

Restorative Justice Diversion As A Structural Health Intervention In The Criminal Legal System, Thalia Gonzalez

Faculty Scholarship

No abstract provided.

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“What Do Any Of Us Really Know About Love:” A Discussion Of Irony Within Raymond Carver’S Short Story Cycle What We Talk About When We Talk About Love, Niyonna Johnson Jan 2023

“What Do Any Of Us Really Know About Love:” A Discussion Of Irony Within Raymond Carver’S Short Story Cycle What We Talk About When We Talk About Love, Niyonna Johnson

Honors College Theses

With minimalist technique, Raymond Carver manages to accurately depict a depressed working-class America. Current contemporary criticism has focused on the main themes of Carver’s work such as the struggle with identity, alcoholism, disconnection, and domesticity hardships; the one ideal that has seemed to be missing is the irony that lies within the lives of the characters. This paper will analyze, in depth, short stories from a short story cycle of Raymond Carver and detail how their current situations are directly juxtaposed by their occupations and how this benefits the currently discussed themes of his work.

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College Students And Beliefs In The American Dream: The Impact Of Race, Class, And Gender, Maggie E. Marlow Jan 2023

College Students And Beliefs In The American Dream: The Impact Of Race, Class, And Gender, Maggie E. Marlow

Honors College Theses

The concept of the American Dream and its promises of prosperity and social mobility, primarily through hard work, has been prevalent throughout modern U.S. history. However, what defines the American Dream has been arbitrary and varied, and research has shown that attitudes and beliefs surrounding the Dream have changed over time with shifts in the economic and political environments. The research for this thesis uses qualitative methods, specifically thematic analysis, to analyze 16 in-depth, one-on-one interviews to examine how students attending a predominantly white university in the Southeastern United States perceive the American Dream today while factoring in how those …

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Petrological And Geochemical Evaluation Of Rare-Earth Element Potential In The Sparta Granite Complex, Max J. Eshbaugh Jan 2023

Petrological And Geochemical Evaluation Of Rare-Earth Element Potential In The Sparta Granite Complex, Max J. Eshbaugh

Honors College Theses

Rare earth elements (REEs) are important resources with applications in the electronics, renewable energy, and automotive industries. REEs may be concentrated in the residual weathered portion of igneous parent rocks, typically granites. These residual deposits are mined in southeast Asia, but analogous climatic and geologic conditions suggest the existence of economically viable REE residual deposits in the southeastern United States (U.S.). The Sparta Granite Complex in east-central Georgia is a granitoid complex emplaced at the end of the Alleghanian orogeny, forming a suture between the Savannah River and Milledgeville terranes. Petrologic and geochemical assessments of the Sparta Granite and overlying …

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Redescription Of Adults And First Description Of The Larva Of Haemaphysalis (Rhipistoma) Adleri Feldman-Muhsam, 1951 (Acari: Ixodidae), Parasite Of Carnivorans In Western Asia, Cole Anderson Jan 2023

Redescription Of Adults And First Description Of The Larva Of Haemaphysalis (Rhipistoma) Adleri Feldman-Muhsam, 1951 (Acari: Ixodidae), Parasite Of Carnivorans In Western Asia, Cole Anderson

Honors College Theses

The adult ticks of Haemaphysalis (Rhipistoma) adleri Feldman-Muhsam, 1951 (Acari: Ixodidae) are redescribed and the larva of this species is described for the first time here. The adults of H. adleri that we studied were collected from various canid, felid and hyaenid carnivorans (Carnivora: Canidae, Felidae, Hyaenidae) as well as a hedgehog (Erinaceomorpha: Erinaceidae) in Iraq, Israel and West Bank. The males, females and larvae of H. adleri can be differentiated from Haemaphysalis (Rhipistoma) species occurring in the Palearctic portion of West Asia and Egypt as well those in the H. asiatica subgroup by the length of idiosomal …

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Emotion Recognition Skills In College Students: Do Gender, Skin Tone, And College Major Affect Emotion Recognition?, Kaylee M. Mccook Jan 2023

Emotion Recognition Skills In College Students: Do Gender, Skin Tone, And College Major Affect Emotion Recognition?, Kaylee M. Mccook

Honors College Theses

Humans constantly express emotions both consciously and unconsciously; these emotions are constantly being perceived by those around us. The ability to understand nonverbal expressions and body language is key for successful social interactions in private and professional life. This research assessed 174 students on their ability to perceive emotions from nonverbal cues in faces and postures. The first hypothesis stated there would be a difference in the ability to perceive nonverbal language based on the gender of the viewer was partially supported. I found that women made fewer mistakes than men when observing sets of facial stimuli. A non-significant difference …

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Nursing Students' Competence With Anesthesia, Mallory Groover Jan 2023

Nursing Students' Competence With Anesthesia, Mallory Groover

Honors College Theses

Anesthesia management is diverse and complex. As a Registered Nurse (RN), it is imperative that the basic pathophysiology of anesthesia complications is understood in order to provide competent care. The effects of anesthesia can vary greatly depending on factors such as age, sex, health status, and lifestyle. Since there are several variables, it takes years of experience working with a diverse population to anticipate adverse effects and patient outcomes. Preparedness for anesthesia management could be improved through the use of simulations during nursing school relating to post-anesthesia care, as well as more in-depth lectures over the potential complications and pharmacodynamics …

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The Financial And Environmental Returns In Green Banking, Julia C. White Jan 2023

The Financial And Environmental Returns In Green Banking, Julia C. White

Honors College Theses

With dire climate circumstances looming, simply recycling aluminum cans and driving EV cars is not enough to offset the past consequences our planet has withstood. Large initiatives have to be set in motion to combat and ward off future problems, which takes the amount of money that is afforded by dedicated investments. Private and public sectors are putting their money into green banking, which is proving to provide impressive returns. This paper examines the progress that has been made due to green investments and how the planet can be the recipient of groundbreaking and impactful initiatives. I will focus mostly …

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Presidents And Media During Initial Federal-Level Hurricane Relief: A Study Of Presidential Crisis Communication Efforts, Emily A. Ball Jan 2023

Presidents And Media During Initial Federal-Level Hurricane Relief: A Study Of Presidential Crisis Communication Efforts, Emily A. Ball

Honors College Theses

Public relations serves a huge role in almost every sector, including politics. Crisis communication, a subset of public relations, is very important in a setting that constantly undergoes crises. The response to these crises matters a great deal on the federal level because the outcomes can affect such a wide variety of policies and even elections. Because of this, I wanted to focus on one type of crisis that every president is almost guaranteed to face: hurricanes. To examine the effectiveness of federal-level crisis communication, I look at Bush, Obama, Trump, and Biden’s responses to the worst hurricane during their …

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Machiavellianism And Conscientiousness Of Self And Of Others, Anna Z. Jones Jan 2023

Machiavellianism And Conscientiousness Of Self And Of Others, Anna Z. Jones

Honors College Theses

As a dark personality, Machiavellianism (MACH) includes callousness and deceit; however, individuals higher in MACH differ from other dark personalities in their strategic long-term orientation to manipulate others to achieve personal success, and their cynical world views towards others. To measure different aspects of personality, research has developed an assessment called the Big Five Inventory. One factor included in the five attributes is (high) conscientiousness: the tendency to be careful towards others, organized, and not impulsive. Such traits seem to support the strategic aspect of the MACH personality but do not support the lack of care that individuals higher in …

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Effect Of Temperature On Morphology Of The Cardiorespiratory System Of Striped Bass (Morone Saxatilis), Alley E. Permenter Jan 2023

Effect Of Temperature On Morphology Of The Cardiorespiratory System Of Striped Bass (Morone Saxatilis), Alley E. Permenter

Honors College Theses

Climate change and temperature are two very important topics for the coming future. As climate change projections estimate a 2-3°C increase in water temperatures by the end of the century, the habitats of many aquatic organisms will be affected in more ways than one. Temperature has proven to be an integral part of the driving force that causes physiological, behavioral, and ecological patterns in aquatic organisms. Striped bass (Morone saxatilis) and their responses to changes in water temperature have been a topic of interest due to the fact that the southern populations do not follow their northern counterparts …

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The Effect Of Larval Competition On Adult Life History Traits And The Immune Response Of Adult Cat Fleas (Ctenocephalides Felis), Piper N. Zellner, Lisa D. Brown Jan 2023

The Effect Of Larval Competition On Adult Life History Traits And The Immune Response Of Adult Cat Fleas (Ctenocephalides Felis), Piper N. Zellner, Lisa D. Brown

Honors College Theses

In holometabolous insects, conditions during the larval stage can affect the adult stage. For instance, in mosquitoes, reduced larval food and high density can make adults more susceptible to infection. Fleas (Siphonaptera), like mosquitoes, go through complete metamorphosis and have adult stages that exclusively feed on the blood of vertebrates, including humans. However, flea larvae have chewing mandibles and rely on nutrients from dried fecal matter containing vertebrate blood proteins. Their limited mobility and unique nutritional needs confine their development to specific areas, likely leading to frequent larval competition in natural conditions. Yet, the influence of larval density on the …

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Understanding Nursing Students' Cultural Competency Levels And Implicit Biases, Deja J. Gillans Jan 2023

Understanding Nursing Students' Cultural Competency Levels And Implicit Biases, Deja J. Gillans

Honors College Theses

In the United States, non-Hispanic Black women are approximately three times as likely to die from pregnancy-related complications as non-Hispanic White or Hispanic women. Racism has been identified as a significant barrier to health equality and the improvement of maternal health outcomes for Black patients. Cultural competence and implicit bias in health care has emerged in part to address factors that may contribute to racial/ethnic disparities in health care. Both can impact the way nurses consciously and subconsciously deliver healthcare to patients of a different gender, race, religion, culture, socioeconomic status, etc. Nurses who are more culturally competent and aware …

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The Effects Of Warming Rate On The Thermal Tolerance Of A Southern Population Of Striped Bass (Morone Saxatilis), James Barrett Jan 2023

The Effects Of Warming Rate On The Thermal Tolerance Of A Southern Population Of Striped Bass (Morone Saxatilis), James Barrett

Honors College Theses

Climate change and global warming is an ever-growing concern for our environment and the survivability of the animals which inhabit it. With water temperatures expected to rise 2-3℃ in the next century, many aquatic organisms may be limited in their habitats based on their thermal tolerance (Lleras 2019). Southern populations of striped bass (Morone saxatilis) in the Southeastern United States could be some of the hardest hit by the effects of climate change due to their unusual life history as compared to the more northern populations of striped bass. These southern striped bass do not engage in coastal …

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Eating Disorders: Barriers To Peer And Self Recognition And The Ability To Seek Or Give Help, Savannah Mcvey Jan 2023

Eating Disorders: Barriers To Peer And Self Recognition And The Ability To Seek Or Give Help, Savannah Mcvey

Honors College Theses

A lack of knowledge concerning eating disorders has been found to play a major role in self-recognition, peer recognition, and barriers to seeking treatment at all. More specifically, straight men were more often not able to identify these issues in themselves or others. Theories that have been presented involve the image of eating disorders being a “woman’s issue” and a possible obsession with weight lifting and changing one’s body to take on a more masculine build. Combatting this issue needs to begin in the form of basic education on college campuses due to the prevalence in this particular age group. …

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Algorithms And Their Affordances: How Crowdworkers Manage Algorithmic Scores In Online Labour Markets, Francesca Bellesia, Elisa Mattarelli, Fabiola Bertolotti Jan 2023

Algorithms And Their Affordances: How Crowdworkers Manage Algorithmic Scores In Online Labour Markets, Francesca Bellesia, Elisa Mattarelli, Fabiola Bertolotti

Faculty Research, Scholarly, and Creative Activity

On online labour platforms, algorithmic scores are used as indicators of freelancers' work quality and future performance. Recent studies underscore that, to achieve good scores and secure their presence on platforms, freelancers respond to algorithmic control in different ways. However, we argue, to fully understand how freelancers deal with algorithmic scores, we first need to investigate how they interpret scores and, more specifically, what scores can do for them, i.e., perceived algorithmic affordances and constraints. Our interviews and other qualitative data collected with knowledge intensive gig workers on a major platform allow us to explain how the perceived affordances of …

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Application Of Artificial Intelligence In Detection And Mitigation Of Human Factor Errors In Nuclear Power Plants: A Review, Meenu Sethu, Bhavya Kotla, Darrell Russell, Mahboubeh Madadi, Nesar Ahmed Titu, Jamie Baalis Coble, Ronald L. Boring, Klaus Blache, Vivek Agarwal, Vaibhav Yadav, Anahita Khojandi Jan 2023

Application Of Artificial Intelligence In Detection And Mitigation Of Human Factor Errors In Nuclear Power Plants: A Review, Meenu Sethu, Bhavya Kotla, Darrell Russell, Mahboubeh Madadi, Nesar Ahmed Titu, Jamie Baalis Coble, Ronald L. Boring, Klaus Blache, Vivek Agarwal, Vaibhav Yadav, Anahita Khojandi

Faculty Research, Scholarly, and Creative Activity

Human factors and ergonomics have played an essential role in increasing the safety and performance of operators in the nuclear energy industry. In this critical review, we examine how artificial intelligence (AI) technologies can be leveraged to mitigate human errors, thereby improving the safety and performance of operators in nuclear power plants (NPPs). First, we discuss the various causes of human errors in NPPs. Next, we examine the ways in which AI has been introduced to and incorporated into different types of operator support systems to mitigate these human errors. We specifically examine (1) operator support systems, including decision support …

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Comparing Enacted And Perceived Parental Communication As Predictors Of Adolescents’ Emotion Regulation In Families With Harmful Versus Non-Harmful Parental Alcohol Use, Marie C. Haverfield, Jennifer A. Theiss Jan 2023

Comparing Enacted And Perceived Parental Communication As Predictors Of Adolescents’ Emotion Regulation In Families With Harmful Versus Non-Harmful Parental Alcohol Use, Marie C. Haverfield, Jennifer A. Theiss

Faculty Research, Scholarly, and Creative Activity

Emotion regulation is an important skill that adolescents typically learn through early interactions with their primary caregivers. Associations between parental communication and adolescent emotion regulation are well-documented however, it is unclear whether the parent’s actual communication behavior or adolescents’ perceptions of the parent’s behavior is a more robust predictor of emotion regulation outcomes. This study used Baumrind’s parenting styles typology as a theoretical foundation for examining parents’ enacted responsiveness and control and adolescents’ perceptions of their parent’s responsiveness and control during conversation as competing predictors of adolescents’ self-reported emotion regulation during two parent-child interactions. Sixty parent-adolescent dyads participated in an …

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Dispersal And Coastal Geomorphology Limit Potential For Mangrove Range Expansion Under Climate Change, Jacqueline L. Raw, Tom Van Der Stocken, Dustin Carroll, Linda R. Harris, Anusha Rajkaran, Lara Van Niekerk, Janine B. Adams Jan 2023

Dispersal And Coastal Geomorphology Limit Potential For Mangrove Range Expansion Under Climate Change, Jacqueline L. Raw, Tom Van Der Stocken, Dustin Carroll, Linda R. Harris, Anusha Rajkaran, Lara Van Niekerk, Janine B. Adams

Faculty Research, Scholarly, and Creative Activity

Latitudinal range limits for mangroves on high-energy, wave-dominated coasts are controlled by geomorphological features and estuarine dynamics. Mangroves reach a southern global range limit along the South African coastline, but the distribution is patchy, with stands occurring in only 16% of the estuaries in the region. Yet, the persistence of forests planted >50 years ago beyond the natural distribution limit suggests that additional estuaries could support mangroves. Understanding regional drivers is necessary to inform global-scale estimates for how this important ecosystem is predicted to respond to climate change. Here, we combine species distribution modelling (MaxEnt), Lagrangian particle tracking using an …

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Disequilibrium River Networks Dissecting The Western Slope Of The Sierra Nevada, California, Usa, Record Significant Late Cenozoic Tilting And Associated Surface Uplift: Comment, Emmanuel Gabet Jan 2023

Disequilibrium River Networks Dissecting The Western Slope Of The Sierra Nevada, California, Usa, Record Significant Late Cenozoic Tilting And Associated Surface Uplift: Comment, Emmanuel Gabet

Faculty Research, Scholarly, and Creative Activity

Beeson and McCoy (2022) present several interesting methods for detecting uplift from river profiles; however, these techniques rely on conditions and assumptions that are not met in the Sierra Nevada. Moreover, one of the key predictions from their numerical model, the presence of migrating knickpoints along the Sierra’s trunk streams, is not supported by field observations or digital elevation model (DEM) analyses.

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Racial-Religious Decoupling In The University: Investigating Religious Students’ Perceptions Of Institutional Commitment To Diversity, Saugher Nojan Jan 2023

Racial-Religious Decoupling In The University: Investigating Religious Students’ Perceptions Of Institutional Commitment To Diversity, Saugher Nojan

Faculty Research, Scholarly, and Creative Activity

Muslims face racism based on their racialized religious identities, yet few address their experiences through critical race theory or campus racial climate. This paper addresses how religious students rate institutional commitments to campus diversity when considering racial and religious respect. This study examines undergraduate experience surveys across nine campuses and a Muslim student photovoice project through a mixed-methods design. I argue that racial and religious respect derived from interpersonal, discursive, and material sources influence Muslim students’ perceptions of institutional commitment to diversity. I introduce racial-religious decoupling to refer to how the separation of race and religion as distinct social experiences …

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Reconfigurations In Brain Networks Upon Awakening From Slow Wave Sleep: Interventions And Implications In Neural Communication, Cassie J. Hilditch, Kanika Bansal, Ravi Chachad, Lily R. Wong, Nicholas G. Bathurst, Nathan H. Feick, Amanda Santamaria, Nita L. Shattuck, Javier O. Garcia, Erin E. Flynn-Evans Jan 2023

Reconfigurations In Brain Networks Upon Awakening From Slow Wave Sleep: Interventions And Implications In Neural Communication, Cassie J. Hilditch, Kanika Bansal, Ravi Chachad, Lily R. Wong, Nicholas G. Bathurst, Nathan H. Feick, Amanda Santamaria, Nita L. Shattuck, Javier O. Garcia, Erin E. Flynn-Evans

Faculty Research, Scholarly, and Creative Activity

Sleep inertia is the brief period of impaired alertness and performance experienced immediately after waking. Little is known about the neural mechanisms underlying this phenomenon. A better understanding of the neural processes during sleep inertia may offer insight into the awakening process. We observed brain activity every 15 min for 1 hr following abrupt awakening from slow wave sleep during the biological night. Using 32-channel electroencephalography, a network science approach, and a within-subject design, we evaluated power, clustering coefficient, and path length across frequency bands under both a control and a polychromatic short-wavelength-enriched light intervention condition. We found that under …

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Sleep Health Education To Promote Public Health: Attitudes And Desired Learning Goals Among Social Work Students, Christine Spadola, Danielle B. Groton, Kerry Littlewood, Cassie Hilditch, Shanna Burke, Suzanne M. Bertisch Jan 2023

Sleep Health Education To Promote Public Health: Attitudes And Desired Learning Goals Among Social Work Students, Christine Spadola, Danielle B. Groton, Kerry Littlewood, Cassie Hilditch, Shanna Burke, Suzanne M. Bertisch

Faculty Research, Scholarly, and Creative Activity

Social workers are often front line behavioral health providers for underserved populations, many of whom experience sleep disturbances. Inadequate sleep presents a public health challenge and is associated with many adverse physical health and mental health consequences. Social workers are uniquely positioned to promote sleep health among individuals experiencing health inequities. However, sleep is rarely included as part of the curricula in social work programs in the U.S. We conducted qualitative formative research to investigate social work students’ perceptions of sleep education and desired sleep learning objectives. Twenty-five social work students were recruited via a listserv e-mail to participate in …

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