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University of South Carolina

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2022

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Full-Text Articles in Social and Behavioral Sciences

“Nothing To Do But Be Borne And Steered”: Unpacking Feminist Scripts In Elana Arnold’S Damsel, Jenna Spiering, Nicole Ann Amato Oct 2022

“Nothing To Do But Be Borne And Steered”: Unpacking Feminist Scripts In Elana Arnold’S Damsel, Jenna Spiering, Nicole Ann Amato

Faculty Publications

Feminism in novels marketed for young adults often reflects the values of a popular feminism that relies on individual and personal means of empowerment, rather than critiquing or seeking to dismantle systems of domination. In this paper, we illumminate frameworks and methods for engaging students in careful readings and evaluations of texts marketed as feminist, through an analysis of Elana Arnold’s feminist fairy tale, Damsel (2018). Drawing on theoretical frameworks of popular feminism, feral feminism, and theories of becoming, the authors use Critical Content Anlaysis to explore several tenets in contemporary feminist thought in order to analyze Arnold’s text and …


Caroliniana Columns Fall 2022, University Libraries--University Of South Carolina Oct 2022

Caroliniana Columns Fall 2022, University Libraries--University Of South Carolina

University South Caroliniana Society Newsletter - Columns

Contents:

One Woman, One Vote: The South and the Nineteenth Amendment ... p.1

Letter from the President ... p.12

Memorial & Honoraria ... p.13

Letter from the Retiring Dean of Libraries ... p.14

Report from the Interim Director ... p.14

How is the Renovation Going? ... p.15

Erica N. Duncan, Lewis P. Jones Research Fellowship ... p.30

Tracy L. Barnett, Governor Thomas Gordon McLeod and First Lady Elizabeth Alford McLeod Visiting Research Fellowship ... p.34

Jonathan A. Hanna, Lewis P. Jones Research Fellowship ... p.36

Molly Nebiolo, Lewis P. Jones Research Fellowship ... p.38

Kelsey Moore, Ellison Durant Smith Research …


The Role Of A Green Bank In South Carolina: A Market & Feasibility Assessment, Jory Fleming, Claire Windsor Sep 2022

The Role Of A Green Bank In South Carolina: A Market & Feasibility Assessment, Jory Fleming, Claire Windsor

Faculty Publications

A market and feasibility report that explores the role of a green bank in South Carolina. This report is the culmination of a multi-year process that included a comprehensive market assessment and interviews with over 60 organizations across South Carolina. It demonstrates that a green bank could play a vital role in South Carolina by creating a dedicated institution working to accelerate the flow of capital to projects that seek to reduce carbon pollution and increase resilience to climate impacts.


The "Indian Fileds" Of The Mackay Point Plantation, Hannah Hoover Aug 2022

The "Indian Fileds" Of The Mackay Point Plantation, Hannah Hoover

Faculty & Staff Publications

No abstract provided.


Legacy - August 2022, South Carolina Institute Of Archaeology And Anthropology--University Of South Carolina Aug 2022

Legacy - August 2022, South Carolina Institute Of Archaeology And Anthropology--University Of South Carolina

SCIAA Newsletter - Legacy & PastWatch

Contents:

Research Potential of Large Surface Collections

Director’s Notes

The Search for Stuarts Town

Santa Elena Records Processing

SCIAA Publications Online at Scholar Commons

Demonstrating Occupational Transitions on the Lower Savannah River Drainage through Private Collections in South Carolina

Ellison Plantation Field School March 2022

The “Indian Fields” of the Mackay Point Plantation

Treadway: An Early 19th Century Meeting House in the South Carolina Backcounty

USS Boston Collection: Curation and Photogrammetric Documentation

Historic Archaeology: Early SCIAA Leadership

ART/SCIAA Donors January 2021-August 2022


Uss Boston Collection: Curation And Photogrammetric Documentation, Athena Van Overschelde, Will Nassif Aug 2022

Uss Boston Collection: Curation And Photogrammetric Documentation, Athena Van Overschelde, Will Nassif

Faculty & Staff Publications

No abstract provided.


The Search For Stuarts Town, Chester B. Depratter Aug 2022

The Search For Stuarts Town, Chester B. Depratter

Faculty & Staff Publications

No abstract provided.


Association Of Caregiver Attitudes With Adolescent Hpv Vaccination In 13 Southern Us States, Lavanya Vasudevan, Jan Ostermann, Yunfei Wang, Sayward Harrison, Valerie Yelverton, Laura J. Fish, Charnetta Williams, Emmanuel B. Walter Aug 2022

Association Of Caregiver Attitudes With Adolescent Hpv Vaccination In 13 Southern Us States, Lavanya Vasudevan, Jan Ostermann, Yunfei Wang, Sayward Harrison, Valerie Yelverton, Laura J. Fish, Charnetta Williams, Emmanuel B. Walter

Faculty Publications

Background and objectives: HPV vaccination coverage is lower than that of other adolescent vaccines in the southern US. This study sought to characterize caregiver attitudes associated with adolescent HPV vaccination in the southern US and to inform interventions to promote HPV vaccination. Methods: From December 2019 – January 2020, caregivers of adolescents (ages 9–17 years) living in thir- teen southern US states were recruited from a nationally-representative online survey panel. Caregivers (N = 1,105) completed a cross-sectional survey that assessed general adolescent vaccine attitudes as well as those associated with the HPV vaccine and HPV vaccination decision-making. The primary study …


Treadway: An Early 19th Century Meeting House In The South Carolina Backcountry, Brian Milner, Keith Stephenson Aug 2022

Treadway: An Early 19th Century Meeting House In The South Carolina Backcountry, Brian Milner, Keith Stephenson

Faculty & Staff Publications

No abstract provided.


Demonstrating Occupational Transitions On The Lower Savannah River Drainage Through Private Collections In South Carolina, Joseph Lindler Jr, Albert C. Goodyear, Christopher R. Moore, Brian Banks, Haley Borowy, Reece Spradley, Anna Mueller Aug 2022

Demonstrating Occupational Transitions On The Lower Savannah River Drainage Through Private Collections In South Carolina, Joseph Lindler Jr, Albert C. Goodyear, Christopher R. Moore, Brian Banks, Haley Borowy, Reece Spradley, Anna Mueller

Faculty & Staff Publications

No abstract provided.


Sexual Stature Difference Fluctuations In Pre- And Post-Black Death London As An Indicator Of Living Standards, Emily J. Brennan, Sharon Dewitte Jul 2022

Sexual Stature Difference Fluctuations In Pre- And Post-Black Death London As An Indicator Of Living Standards, Emily J. Brennan, Sharon Dewitte

Faculty Publications

Objectives: The degree of sexual stature difference (SSD), the ratio of male to female height, is argued to be an indicator of living standards based on evidence that physical growth for males is more sensitive to environmental fluctuations. In a resource-poor environment, the degree of SSD is expected to be relatively low. The aim of this study is to comparatively assess SSD in medieval London in the context of repeated famine events and other environmental stressors before the Black Death (BD) and the improved living conditions that characterized the post-Black Death period.

Methods: To test the hypothesis that a poor …


Parochial Altruism And Political Ideology, Marilynn B. Brewer, Nancy R. Buchan, Orgul D. Ozturk, Gianluca Grimalda Jul 2022

Parochial Altruism And Political Ideology, Marilynn B. Brewer, Nancy R. Buchan, Orgul D. Ozturk, Gianluca Grimalda

Faculty Publications

Parochial altruism refers to the propensity to direct prosocial behavior toward members of one's own ingroup to a greater extent than toward those outside one's group. Both theory and empirical research suggest that parochialism may be linked to political ideology, with conservatives more likely than liberals to exhibit ingroup bias in altruistic behavior. The present study, conducted in the United States and Italy, tested this relationship in the context of the COVID-19 pandemic, assessing willingness to contribute money to charities at different levels of inclusiveness—local versus national versus international. Results indicated that conservatives contributed less money overall and were more …


Future Orientation Among Children Affected By Parental Hiv In China: An Exploratory Analysis Of Complex Interactions, Heather L. Mcdaniel, Sayward Harrison, Amanda Fairchild, Xiaoming Li Jul 2022

Future Orientation Among Children Affected By Parental Hiv In China: An Exploratory Analysis Of Complex Interactions, Heather L. Mcdaniel, Sayward Harrison, Amanda Fairchild, Xiaoming Li

Faculty Publications

We utilized an exploratory analytic approach to examine predictors of children's future beliefs, an internal asset associated with resilience among children affected by HIV, with emphasis on complex interactions among multisystem factors. Children (N = 1221) affected by parental HIV in China reported on psychosocial functioning, as well as internal, familial, and community resilience assets. Exploratory data analysis was conducted using a binary segmentation program. Six binary splits on predictors accounted for 22.78% of the variance in future expectation, suggesting interactions between children's perceived control of their future, loneliness, caregiver trust, and social support. Four binary splits accounted for …


Understanding The Unseen: Invisible Disabilities In The Workplace, Ann Abney, Veronica Denison, Chris Tanguay, Michelle Ganz Jul 2022

Understanding The Unseen: Invisible Disabilities In The Workplace, Ann Abney, Veronica Denison, Chris Tanguay, Michelle Ganz

Faculty and Staff Publications

Approximately 61 million (or 1 in 4) adults in the United States have a disability. Despite this prevalence, many people cannot name a coworker who is disabled, possibly due to the number of people who have invisible disabilities. This lack of understanding of both causes and prevalence can cause both the disabled and their supervisors or managers to be unaware of how to address a disabled person’s needs. In this article, the authors shed light on how to improve the professional environment for disabled archivists, staff, and patrons. People without disabilities or those with unrealized disabilities can all benefit when …


Mental/Behavioural Health And Educational Outcomes Of Grandchildren Raised By Custodial Grandparents: A Mixed Methods Systematic Review, Yanfeng Xu Ph.D., Yao Wang, Lauren P. Mccarthy, Theresa Harrison, Hanna Doherty Jun 2022

Mental/Behavioural Health And Educational Outcomes Of Grandchildren Raised By Custodial Grandparents: A Mixed Methods Systematic Review, Yanfeng Xu Ph.D., Yao Wang, Lauren P. Mccarthy, Theresa Harrison, Hanna Doherty

Faculty and Staff Publications

Grandparents caring for grandchildren has increased globally in the past two decades, but we have a limited understanding of its effects on custodial grandchildren's mental/behavioural health and educational outcomes. This mixed methods systematic review aims to synthesise mental/behavioural health and educational outcomes of custodial grandchildren within custodial grandparent-headed families and with comparison to other types of household structure and further examine factors associated with these outcomes. A systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines was conducted. We searched ERIC, Family Studies Abstracts, PsycINFO, PubMed, Scopus, Social Work Abstract and SocINDEX in March 2021 and …


Intraneuronal Β-Amyloid Accumulation: Aging Hiv-1 Human And Hiv-1 Transgenic Rat Brain, Hailong Li, Kristen A. Mclaurin, Charles F. Mactutus, Benjamin Linkins, Wenfei Huang, Sulie L. Chang, Rosemarie M. Booze Jun 2022

Intraneuronal Β-Amyloid Accumulation: Aging Hiv-1 Human And Hiv-1 Transgenic Rat Brain, Hailong Li, Kristen A. Mclaurin, Charles F. Mactutus, Benjamin Linkins, Wenfei Huang, Sulie L. Chang, Rosemarie M. Booze

Faculty Publications

The prevalence of HIV-1 associated neurocognitive disorders (HAND) is significantly greater in older, relative to younger, HIV-1 seropositive individuals; the neural pathogenesis of HAND in older HIV-1 seropositive individuals, however, remains elusive. To address this knowledge gap, abnormal protein aggregates (i.e., β-amyloid) were investigated in the brains of aging (>12 months of age) HIV-1 transgenic (Tg) rats. In aging HIV-1 Tg rats, double immunohistochemistry staining revealed abnormal intraneuronal β-amyloid accumulation in the prefrontal cortex (PFC) and hippocampus, relative to F344/N control rats. Notably, in HIV-1 Tg animals, increased β-amyloid accumulation occurred in the absence of any genotypic changes in …


Unrestricted Factor Analysis: A Powerful Alternative To Confirmatory Factor Analysis, Jan-Benedict E.M. Steenkamp, Alberto Maydeu-Olivares Jun 2022

Unrestricted Factor Analysis: A Powerful Alternative To Confirmatory Factor Analysis, Jan-Benedict E.M. Steenkamp, Alberto Maydeu-Olivares

Faculty Publications

The gold standard for modeling multiple indicator measurement data is confirmatory factor analysis (CFA), which has many statistical advantages over traditional exploratory factor analysis (EFA). In most CFA applications, items are assumed to be pure indicators of the construct they intend to measure. However, despite our best efforts, this is often not the case. Cross-loadings incorrectly set to zero can only be expressed through the correlations between the factors, leading to biased factor correlations and to biased structural (regression) parameter estimates. This article introduces a third approach, which has emerged in the psychometric literature, viz., unrestricted factor analysis (UFA). UFA …


Key Stakeholder Perspectives On Challenges And Opportunities For Rural Hpv Vaccination In North And South Carolina, Laura J. Fish, Sayward Harrison, Jodi-Ann Mcdonald, Valerie Yelverton, Charnetta Williams, Emmanuel B. Walter, Lavanya Vasudevan Apr 2022

Key Stakeholder Perspectives On Challenges And Opportunities For Rural Hpv Vaccination In North And South Carolina, Laura J. Fish, Sayward Harrison, Jodi-Ann Mcdonald, Valerie Yelverton, Charnetta Williams, Emmanuel B. Walter, Lavanya Vasudevan

Faculty Publications

The objective of this study was to identify factors at the individual, provider, and systems levels that serve as challenges or opportunities for increasing adolescent vaccination—including Human Papillomavirus (HPV) vaccination—in rural communities in the southern United States (US). As part of a broader study to increase HPV vaccine uptake in the southern US, we conducted in-depth interviews with vaccination stakeholders representing public health and education agencies in North Carolina (NC) and South Carolina (SC). Fourteen key stakeholders were recruited using purposive sampling to obtain insights into challenges and solutions to rural-urban disparities in HPV vaccination coverage. Stakeholders were also queried …


A Mixed Method Study Of Teachers’ Appraisals Of Student Wellness Services And Supports During Covid-19, Tasha M. Childs, Elizabeth Levine Brown, Naomi Brown, Aidyn Iachini Ph.D., Kate Phillippo, Linda Galib, Audra Parker, Ken Fujimoto Apr 2022

A Mixed Method Study Of Teachers’ Appraisals Of Student Wellness Services And Supports During Covid-19, Tasha M. Childs, Elizabeth Levine Brown, Naomi Brown, Aidyn Iachini Ph.D., Kate Phillippo, Linda Galib, Audra Parker, Ken Fujimoto

Faculty and Staff Publications

BACKGROUND: Understanding teachers' appraisals of student wellness services and supports during COVID-19 is essential to strengthening services and improving student health outcomes. This mixed-method study aimed to examine US PK-12 teachers' appraisals of student wellness services and supports during COVID-19.

METHODS: This study focuses on qualitative data from 291 teachers' open-ended responses to the question: “What do you wish your school leaders knew about this (wellness support) aspect of your work?” and whose responses described wellness services and supports. A qualitative content analysis was conducted by an interdisciplinary research team using open- and axial coding.

RESULTS: Three …


A Resilience-Based Intervention To Mitigate The Effect Of Hiv-Related Stigma: Protocol For A Stepped Wedge Cluster Randomized Trial, Xiaoming Li, Shan Qiao, Xueying Yang, Sayward Harrison, Cheuk Chi Tam, Zhiyong Shen, Yuejiao Zhou Mar 2022

A Resilience-Based Intervention To Mitigate The Effect Of Hiv-Related Stigma: Protocol For A Stepped Wedge Cluster Randomized Trial, Xiaoming Li, Shan Qiao, Xueying Yang, Sayward Harrison, Cheuk Chi Tam, Zhiyong Shen, Yuejiao Zhou

Faculty Publications

Background: Despite decades of global efforts to tackle HIV-related stigma, previous interventions designed to reduce stigma have had limited effects that were typically in the small- to-moderate range. The knowledge gaps and challenges for combating HIV-related stigma are rooted both in the complexity of the stigma and in the limitations of current conceptualizations of stigma reduction efforts. Recent research has shown the promise of resilience-based approaches that focus on the development of strengths, competencies, resources, and capacities of people living with HIV (PLWH) and their key supporting systems (e.g., family members and healthcare providers) to prevent, reduce, and mitigate the …


Mindfulness, Psychological Distress, And Somatic Symptoms Among Women Engaged In Sex Work In China, Cheuk Chi Tam, Yuejiao Zhou, Shan Qiao, Xiaoming Li Ph.D., Zhiyong Shen Mar 2022

Mindfulness, Psychological Distress, And Somatic Symptoms Among Women Engaged In Sex Work In China, Cheuk Chi Tam, Yuejiao Zhou, Shan Qiao, Xiaoming Li Ph.D., Zhiyong Shen

Faculty Publications

Women engaged in sex work (WSW) in China encounter numerous disadvantages (e.g., exposure to violence) and have substantial risk for psychological distress and somatic symptoms. Intervention literature has attended to mindfulness, which is a protective factor for psychological outcomes, and its influences can further improve physical health. However, mindfulness has not been well studied in WSW. We aimed to examine the association among mindfulness, psychological distress, and somatic symptoms among Chinese WSW. Data were collected from 410 WSW in Guangxi, China, using an anonymous, self-administered survey evaluating demographics, mindfulness, psychological distress (i.e., depression, loneliness, and perceived stress), and somatic symptoms …


Including Latinx Communities In Academic Libraries: A Theoretical Approach To Information Access, Andrew A. Wakelee, Kim M. Thompson Mar 2022

Including Latinx Communities In Academic Libraries: A Theoretical Approach To Information Access, Andrew A. Wakelee, Kim M. Thompson

Faculty Publications

While more Latinx students continue to enroll in higher education, physical, intellectual, and socio-cultural barriers to information may continue to impede their success and inclusion. A tripartite theoretical model that examines physical, intellectual, and socio-cultural information access provides insights for academic libraries to better meet Latinx students’ information needs and include them in campus life. This paper gives an overview of the theoretical framework along with practical steps libraries can take to improve information equity.


Off-Peak Ndvi Correction To Reconstruct Landsat Time Series For Post-Fire Recovery In High-Latitude Forests, Cuizhen Wang, Aiai Wang, Dianfan Guo, Haibo Li, Shuying Zang Mar 2022

Off-Peak Ndvi Correction To Reconstruct Landsat Time Series For Post-Fire Recovery In High-Latitude Forests, Cuizhen Wang, Aiai Wang, Dianfan Guo, Haibo Li, Shuying Zang

Faculty Publications

Collecting long-term satellite image series in high latitudes has been challenging due to its short growing season. For off-peak imagery, its reflective properties need to be corrected to maintain the spectral consistency. This study compares three statistical approaches to reconstructing a 30-year normalized difference vegetation index (NDVI) series for forest recovery assessment after the 1987 Black Dragon Fire in the Greater Hinggan Mountains Forest, Northeast China. To correct the off-peak NDVI to peak NDVI, the Landsat paired regression takes advantage of the scene-to-scene linear relationship between the two images, the GIMMS booster approach compensates the NDVI increment rate based on …


Deep Learning Of High-Resolution Aerial Imagery For Coastal Marsh Change Detection: A Comparative Study, Grayson R. Morgan, Cuizhen Wang, Zhenlong Li, Steven R. Schill, Daniel R. Morgan Feb 2022

Deep Learning Of High-Resolution Aerial Imagery For Coastal Marsh Change Detection: A Comparative Study, Grayson R. Morgan, Cuizhen Wang, Zhenlong Li, Steven R. Schill, Daniel R. Morgan

Faculty Publications

Deep learning techniques are increasingly being recognized as effective image classifiers. Aside from their successful performance in past studies, the accuracies have varied in complex environments, in comparison with the popularly of applied machine learning classifiers. This study seeks to explore the feasibility of using a U-Net deep learning architecture to classify bi-temporal, high-resolution, county-scale aerial images to determine the spatial extent and changes of land cover classes that directly or indirectly impact tidal marsh. The image set used in the analysis is a collection of a 1-m resolution collection of National Agriculture Imagery Program (NAIP) tiles from 2009 and …


The Times, They Are A-Changin’: Tracking Shifts In Mental Health Signals From Early Phase To Later Phase Of The Covid-19 Pandemic In Australia, Siqin Wang, Xiao Huang, Tao Hu, Mengxi Zhang, Zhenlong Li, Huan Ning, Jonathan Corcoran, Asaduzzaman Khan, Yan Liu, Jiajia Zhang Ph.D., Xiaoming Li Ph.D. Jan 2022

The Times, They Are A-Changin’: Tracking Shifts In Mental Health Signals From Early Phase To Later Phase Of The Covid-19 Pandemic In Australia, Siqin Wang, Xiao Huang, Tao Hu, Mengxi Zhang, Zhenlong Li, Huan Ning, Jonathan Corcoran, Asaduzzaman Khan, Yan Liu, Jiajia Zhang Ph.D., Xiaoming Li Ph.D.

Faculty Publications

Introduction Widespread problems of psychological distress have been observed in many countries following the outbreak of COVID-19, including Australia. What is lacking from current scholarship is a national-scale assessment that tracks the shifts in mental health during the pandemic timeline and across geographic contexts.

Methods Drawing on 244 406 geotagged tweets in Australia from 1 January 2020 to 31 May 2021, we employed machine learning and spatial mapping techniques to classify, measure and map changes in the Australian public’s mental health signals, and track their change across the different phases of the pandemic in eight Australian capital cities.

Results Australians’ …


Unmanned Aerial Remote Sensing Of Coastal Vegetation: A Review, Grayson R. Morgan, Michael E. Hodgson, Cuizhen Wang, Steven R. Schill Jan 2022

Unmanned Aerial Remote Sensing Of Coastal Vegetation: A Review, Grayson R. Morgan, Michael E. Hodgson, Cuizhen Wang, Steven R. Schill

Faculty Publications

Coastal wetlands contribute greatly to our coasts economically and ecologically. The utility of coastal wetland vegetation, along with the multitude of dynamic forces they encounter, suggests the need of regular monitoring for sustainable management. While traditional in situ survey methods and remote sensing from space and manned platforms have provided means to monitor and study the coastal zone thus far, the recent developments of small unmanned aerial systems (sUAS) fill a small void between traditional in situ survey methods and the high spatial resolution of manned aircraft imagery. As an on-demand personal remote sensing device, an sUAS can be deployed …


Family History Of Fxtas Is Associated With Age-Related Cognitive-Linguistic Decline Among Mothers With The Fmr1 Premutation, Jessica Klusek, Amanda Fairchild, Carly Moser, Marsha R. Mailick, Angela John Thurman, Leonard Abbeduto Jan 2022

Family History Of Fxtas Is Associated With Age-Related Cognitive-Linguistic Decline Among Mothers With The Fmr1 Premutation, Jessica Klusek, Amanda Fairchild, Carly Moser, Marsha R. Mailick, Angela John Thurman, Leonard Abbeduto

Faculty Publications

BACKGROUND: Women who carry a premutation allele of the FMR1 gene are at increased vulnerability to an array of age-related symptoms and disorders, including age-related decline in select cognitive skills. However, the risk factors for age-related decline are poorly understood, including the potential role of family history and genetic factors. In other forms of pathological aging, early decline in syntactic complexity is observed and predicts the later onset of neurodegenerative disease. To shed light on the earliest signs of degeneration, the present study characterized longitudinal changes in the syntactic complexity of women with the FMR1 premutation across midlife, and associations …


Disruptions Of The Human Connectome Associated With Hemispatial Neglect, Sadhvi Saxena, Zafer Keser, Chris Rorden, Leonardo Bonilha, Julius Fridriksson Ph.D., Alexandra Walker, Argye Elizabeth Hillis Jan 2022

Disruptions Of The Human Connectome Associated With Hemispatial Neglect, Sadhvi Saxena, Zafer Keser, Chris Rorden, Leonardo Bonilha, Julius Fridriksson Ph.D., Alexandra Walker, Argye Elizabeth Hillis

Faculty Publications

Background and Objectives

Hemispatial neglect is a heterogeneous and complex disorder that can be classified by frame of reference for “left” vs “right,” including viewer-centered neglect (VCN, affecting the contralesional side of the view), stimulus-centered neglect (SCN, affecting the contralesional side of the stimulus, irrespective of its location with respect to the viewer), or both. We investigated the effect of acute stroke lesions on the connectivity of neural networks that underlie VCN or SCN.

Methods

A total of 174 patients within 48 hours of acute right hemispheric infarct underwent a detailed hemispatial neglect assessment that included oral reading, scene copy, …


University Libraries Collection, Disclosure, And Use Of Personally Identifiable Information, University Of South Carolina Libraries Jan 2022

University Libraries Collection, Disclosure, And Use Of Personally Identifiable Information, University Of South Carolina Libraries

University Libraries Policies and Reports

Privacy and confidentiality are fundamental values of libraries and are vital to the preservation of academic freedom. According to the American Library Association, “all people, regardless of origin, age, background, or views, possess a right to privacy and confidentiality in their library use. When users recognize or fear that their privacy or confidentiality is compromised, true freedom of inquiry no longer exists” (ALA, 2006). The University of South Carolina Libraries respects the confidentiality of patron records and communications in all formats in compliance with federal and state law, and with university data privacy policies.

The following policy describes how University …


A Risk-Averse Mechanism For Suicidality Assessment On Social Media, Ramit Sawhney, Atula Tejaswi Neerkaje, Manas Gaur Jan 2022

A Risk-Averse Mechanism For Suicidality Assessment On Social Media, Ramit Sawhney, Atula Tejaswi Neerkaje, Manas Gaur

Publications

Recent studies have shown that social media has increasingly become a platform for users to express suicidal thoughts outside traditional clinical settings. With advances in Natural Language Processing strategies, it is now possible to design automated systems to assess suicide risk. However, such systems may generate uncertain predictions, leading to severe consequences. We hence reformulate suicide risk assessment as a selective prioritized prediction problem over the Columbia Suicide Severity Risk Scale (C-SSRS). We propose SASI, a risk-averse and self-aware transformer-based hierarchical attention classifier, augmented to refrain from making uncertain predictions. We show that SASI is able to refrain from 83% …