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Articles 991 - 1020 of 6104
Full-Text Articles in Entire DC Network
An Exploratory Approach To College Student Counterproductivity, Reagan L. Marsh, Justin Travis
An Exploratory Approach To College Student Counterproductivity, Reagan L. Marsh, Justin Travis
University of South Carolina Upstate Student Research Journal
Although counterproductivity (e.g., shirking responsibilities or lying to supervisors) is a focal topic for many industrial/organizational psychologists, the broader social psychology literature has historically focused on more serious and uncommon forms of individual-level deviance, often in terms of its relation to criminal activity or psychopathology. Additionally, sociologists study intentional harmful behaviors that individuals engage in but use the term deviance in lieu of counterproductivity. Regarding students, there has been some work that addresses the more common phenomenon of counterproductivity at school, such as lying to teachers and cheating on tests. Nevertheless, each of these domains, in criminal justice, social psychology, …
When Did I Know Thee? Let Me Count The Months: Retrospective Accounts Of Impression Formation In Close Relationships, Andrew Beer, Leanne Smith
When Did I Know Thee? Let Me Count The Months: Retrospective Accounts Of Impression Formation In Close Relationships, Andrew Beer, Leanne Smith
University of South Carolina Upstate Student Research Journal
The current study utilizes relationship models and theories to file down how, why, and when people develop evaluations of others at zero acquaintance. A key aspect of the study is determining the relationship between Big Five traits and judgment accuracy, as well as how it fared over time (2 months). We took a sample of two-hundred and six participants and had them rate a target with closed and open-ended questions and rating scales. We found that Extraversion was the most salient and most accurately judged at zero acquaintance. Further, Neuroticism was noted most often in open-ended questions and only became …
Do Professor Characteristics Influence College Students' Mental Health Disclosure?, Giselle Solorio, Kenneth Barideaux Jr.
Do Professor Characteristics Influence College Students' Mental Health Disclosure?, Giselle Solorio, Kenneth Barideaux Jr.
University of South Carolina Upstate Student Research Journal
Previous studies have provided some evidence that college students may hesitate to disclose their mental health status because of social stigma; however, more research is needed to identify and understand the factors that influence students’ willingness to disclose. For example, it is unclear how professor characteristics impact the likelihood of disclosure. In the current study we examined whether the gender of the professor (male vs. female) and the professor’s teaching discipline (STEM vs. humanities) affected students' likelihood to disclose a mental health problem. Participants read a fictitious syllabus where the professor was either male or female and taught a chemistry …
The Effect Of Various Polyphenols On Associative Memory Loss And Dementia In A Drosophila Melanogaster Model Of Alzheimer’S Disease, Anagha Gowda
Journal of the South Carolina Academy of Science
Alzheimer’s Disease (AD), a prominent neurodegenerative disease (NDD), is the seventh leading cause of death in the United States; however, little is known about prevention. As a result, polyphenols (plant-based compounds) and other natural substances have been studied for their therapeutic potential in improving cognition and memory in AD cases. While the impacts of each polyphenol (phenolic acids, flavonoids, stilbenes, and lignans) contain fundamental similarities, each varies slightly in its impacts on the brain.The purpose of this study was to examine the impacts of polyphenol subgroups on associative memory in AD, tested by building an olfactory association, through the use …
The Comparative Impact Of Acesulfame-Potassium, Stevia Extract, And Monk Fruit On The Lifespan Of Drosophila Melanogaster, Beverly Holton
The Comparative Impact Of Acesulfame-Potassium, Stevia Extract, And Monk Fruit On The Lifespan Of Drosophila Melanogaster, Beverly Holton
Journal of the South Carolina Academy of Science
Non-nutritive sweeteners (NNS), non-caloric sweetening devices, have been widely commercialized to reduce sugar consumption. This intent has associated NNS with health benefits, though reports have correlated the consumption of these substitutes with noncommunicable diseases. The interaction between NNS and distinct physiological processes has been examined, though research into the broader implications of these interactions, toward longevity, for instance, is lacking. The purpose of this study was to compare the impact of three recently FDA-approved NNS - acesulfame-Potassium (ace-K), stevia, and monk fruit - on the survival of Drosophila melanogaster, a model species for longevity research, to discern the possible impacts …
The Association Of Dietary Antioxidants And The Inflammatory Potential Of The Diet With Poor Physical Function And Disability In Older Australian Men: The Concord Health And Ageing In Men Project, Daniela Wizgier, Ying Meng, Arpita Das, Vasi Naganathan, Fiona Blyth, David G. Le Couteur, David J. Handelsman, Louise M. Waite, Rosilene V. Ribeiro, Nitin Shivappa, James Hébert Scd, Vasant Hirani
The Association Of Dietary Antioxidants And The Inflammatory Potential Of The Diet With Poor Physical Function And Disability In Older Australian Men: The Concord Health And Ageing In Men Project, Daniela Wizgier, Ying Meng, Arpita Das, Vasi Naganathan, Fiona Blyth, David G. Le Couteur, David J. Handelsman, Louise M. Waite, Rosilene V. Ribeiro, Nitin Shivappa, James Hébert Scd, Vasant Hirani
Faculty Publications
Our objective was to evaluate the association of antioxidant intake and the inflammatory potential of the diet with functional decline in older men. A diet history questionnaire was used to collect dietary intake data from men aged ≥ 75 years (n 794) participating in the Concord Health and Aging in Men Project cohort study. Intake of vitamins A, C, E and Zn were compared with the Australian Nutrient Reference Values to determine adequacy. The Energy-adjusted Dietary Inflammatory Index (E-DIITM) was used to assess the inflammatory potential of the diet. Physical performance data were collected via handgrip strength and walking speed …
Employers’ Perceptions Of And Experiences Working With Residency-Trained Athletic Trainers, C E. Welch Bacon, J M. Cavallario, L E. Eberman, J J. Wetherington, F Q. Pecha, B L. Van Lunen
Employers’ Perceptions Of And Experiences Working With Residency-Trained Athletic Trainers, C E. Welch Bacon, J M. Cavallario, L E. Eberman, J J. Wetherington, F Q. Pecha, B L. Van Lunen
Clinical Practice in Athletic Training
Context: Athletic trainers (ATs) who complete accredited residency training in a specialty area are considered clinical specialists, yet more information is needed to determine whether they are practicing within the higher capacity expected of a specialist. While some quantitative evidence demonstrating the value of residency-trained ATs on patient satisfaction, patient throughput, and the financial impact specific to the physician practice setting exists, residency training is not limited to only ATs who want to provide services in physician practice. Moreover, as accredited athletic training residency programs continue to emerge, it is increasingly important to understand key stakeholders’ perceptions of residency-trained ATs …
Physical Activity, Anxiety, Depression, And Coping In Turkish Men And Women During The First Wave Of Covid-19, Bijen Filiz, Funda Coşkun Özyol, Bengü Güven, Ezel Nur Korur, Yılmaz Yüksel, Cavit Işık Yavuz, Kele Ding, Jingzhen Yang, J. Larry Durstine Phd, Facsm, Faacvpr, Fnak, Ming-Kai Chin, Gıyasettin Demirhan
Physical Activity, Anxiety, Depression, And Coping In Turkish Men And Women During The First Wave Of Covid-19, Bijen Filiz, Funda Coşkun Özyol, Bengü Güven, Ezel Nur Korur, Yılmaz Yüksel, Cavit Işık Yavuz, Kele Ding, Jingzhen Yang, J. Larry Durstine Phd, Facsm, Faacvpr, Fnak, Ming-Kai Chin, Gıyasettin Demirhan
Faculty Publications
A need exists to better understand the relationships between COVID-19, coping behaviors, physical activity and stress, and COVID-19’s impact on way of life. A cross-sectional study design was used to examine adult physical activity, hope, depression, anxiety, and coping status by gender during the COVID-19 pandemic, and to determine the impact of these variables on the coping process. The study also examined the effect of gender on the relation between physical activity and dependent variables. A global survey instrument was used in this study, including 1,400 Turkish adults. This study identified significant gender-based differences regarding physical activity, hope, depression, anxiety, …
2023 - 2024 Faculty Senate Annual Report, University Of South Carolina
2023 - 2024 Faculty Senate Annual Report, University Of South Carolina
Faculty Senate
The primary file includes the 2023-2024 Bookstore Committee Report. Additional annual reports are attached.
The Effects Of A Brand-Specific, Hemp-Derived Cannabidiol Product On Physiological, Biochemical, And Psychometric Outcomes In Healthy Adults: A Double-Blind, Randomized Clinical Trial, Gianna F. Mastrofini, Bridget A. Mcfadden, Alexa J. Chandler Ph.D., Blaine S. Lints, Harry P. Cintineo, Nathaniel D. Rhoades, Caroline S. Vincenty, Sten O. Stray-Gundersen Ph.D., Abbi D. Lane, Shawn M. Arent Ph.D., Cscs*D, Fissn, Facsm, Fnak
The Effects Of A Brand-Specific, Hemp-Derived Cannabidiol Product On Physiological, Biochemical, And Psychometric Outcomes In Healthy Adults: A Double-Blind, Randomized Clinical Trial, Gianna F. Mastrofini, Bridget A. Mcfadden, Alexa J. Chandler Ph.D., Blaine S. Lints, Harry P. Cintineo, Nathaniel D. Rhoades, Caroline S. Vincenty, Sten O. Stray-Gundersen Ph.D., Abbi D. Lane, Shawn M. Arent Ph.D., Cscs*D, Fissn, Facsm, Fnak
Faculty Publications
Background: Cannabidiol (CBD) is a non-psychoactive phyto-cannabinoid derived from the Cannabis sativa plant. CBD exhibits various interactions at receptor sites, prompting the research of its potential anti-inflammatory, immunomodulatory, psychological, and pain-relieving effects. This study aimed to investigate the physiological, biochemical, and psychometric effects of a brand-specific, hemp-derived CBD product in healthy adults over a 12-week observation period. Methods: 54 healthy males and females (age = 25 ± 7y; BMI = 24.82 ± 3.25 kg/m2) recruited from a large Southeastern University completed the study. Participants arrived at the laboratory after > 8 h of fasting, and > 48 h without alcohol consumption and …
Common Questions And Misconceptions About Caffeine Supplementation: What Does The Scientific Evidence Really Show?, Jose Antonio, Daniel E. Newmire, Jeffrey R. Stout, Brandi Antonio, Maureen Gibbons, Lonnie M. Lowery, Joseph Harper, Darryn Willoughby, Cassandra Evans, Dawn Anderson, Erica Goldstein, Jose Rojas, Matías Monsalves-Álvarez, Scott C. Forbes, Jose Gomez Lopez, Tim Ziegenfuss, Blake D. Moulding, Darren Candow, Michael Sagner, Shawn M. Arent Ph.D., Cscs*D, Fissn, Facsm, Fnak
Common Questions And Misconceptions About Caffeine Supplementation: What Does The Scientific Evidence Really Show?, Jose Antonio, Daniel E. Newmire, Jeffrey R. Stout, Brandi Antonio, Maureen Gibbons, Lonnie M. Lowery, Joseph Harper, Darryn Willoughby, Cassandra Evans, Dawn Anderson, Erica Goldstein, Jose Rojas, Matías Monsalves-Álvarez, Scott C. Forbes, Jose Gomez Lopez, Tim Ziegenfuss, Blake D. Moulding, Darren Candow, Michael Sagner, Shawn M. Arent Ph.D., Cscs*D, Fissn, Facsm, Fnak
Faculty Publications
Caffeine is a popular ergogenic aid that has a plethora of evidence highlighting its positive effects. A Google Scholar search using the keywords “caffeine” and “exercise” yields over 200,000 results, emphasizing the extensive research on this topic. However, despite the vast amount of available data, it is intriguing that uncertainties persist regarding the effectiveness and safety of caffeine. These include but are not limited to: 1. Does caffeine dehydrate you at rest? 2. Does caffeine dehydrate you during exercise? 3. Does caffeine promote the loss of body fat? 4. Does habitual caffeine consumption influence the performance response to acute caffeine …
Reflecting On Partnerships Established And Sustained Over Four Cycles Of A Federally Funded Cancer Prevention And Control Research Program: Lessons Learned For Community-Academic Networks, Swann Arp Adams, Lauren Workman Ph.D., Mayank Sakhuja, Brooks Yelton Ma, Lmsw, Karen E. Wickersham Phd, Rn, Ciaran Fairman, Jan Eberth Ph.D., Sue Heiney Scd, James Hébert Scd, Freda Allyson Hucek, Lauren Schaurer, Daniela B. Friedman Ph.D.
Reflecting On Partnerships Established And Sustained Over Four Cycles Of A Federally Funded Cancer Prevention And Control Research Program: Lessons Learned For Community-Academic Networks, Swann Arp Adams, Lauren Workman Ph.D., Mayank Sakhuja, Brooks Yelton Ma, Lmsw, Karen E. Wickersham Phd, Rn, Ciaran Fairman, Jan Eberth Ph.D., Sue Heiney Scd, James Hébert Scd, Freda Allyson Hucek, Lauren Schaurer, Daniela B. Friedman Ph.D.
Faculty Publications
Introduction: The Centers for Disease Control and Prevention (CDC) funded Cancer Prevention and Control Research Network (CPCRN) is a national network which aims to accelerate the adoption and implementation of evidence-based cancer prevention and control strategies and interventions in communities, enhance large-scale efforts to reach underserved populations and reduce their cancer-related health disparities, and develop the capacity of the dissemination and implementation work force specifically in cancer prevention and control. Methods: Our site has been a part of the CPCRN since its inception in 2002 with the exception of the 2004–2009 funding cycle. As community-based participatory research is a core …
Britney Spears And Systemic Reform: Embracing Vulnerability In Conservatorship Laws, Helena Moradi, Bojan Perovic
Britney Spears And Systemic Reform: Embracing Vulnerability In Conservatorship Laws, Helena Moradi, Bojan Perovic
South Carolina Law Review
No abstract provided.
Tutorial: Knowledge-Infused Artificial Intelligence For Mental Healthcare, Kaushik Roy
Tutorial: Knowledge-Infused Artificial Intelligence For Mental Healthcare, Kaushik Roy
Publications
Artificial Intelligence (AI) systems for mental healthcare (MHCare) have been ever-growing after realizing the importance of early interventions for patients with chronic mental health (MH) conditions. Social media (SocMedia) emerged as the go-to platform for supporting patients seeking MHCare. The creation of peer-support groups without social stigma has resulted in patients transitioning from clinical settings to SocMedia supported interactions for quick help. Researchers started exploring SocMedia content in search of cues that showcase correlation or causation between different MH conditions to design better interventional strategies. User-level Classification-based AI systems were designed to leverage diverse SocMedia data from various MH conditions, …
Health Consequences Of Racial Disparity In Access To Abortion: A Systematic Review, Lacy M. Frye, Calvin Odhiambo
Health Consequences Of Racial Disparity In Access To Abortion: A Systematic Review, Lacy M. Frye, Calvin Odhiambo
University of South Carolina Upstate Student Research Journal
Prior to the 2022 Dobbs decision, Black women already experienced negative maternal health outcomes at an alarmingly disparate rate in comparison to White women. Given that the Dobbs decision emboldens state power to enforce abortion restrictions or protections, there has been significant strides made in both directions. Nonetheless, within states where reproductive rights have been significantly eroded, the heightened abortion restrictions may compound the limited access that Black women previously had before Dobbs. This, in turn will exacerbate the already disparate negative maternal outcomes that Black women experience. However, research on the relationship between the lack of access to abortion …
Burnout In Athletic Training: Measured By Survey In Most Common Settings For Athletic Trainers, R Johnson Krug, N Sand, S Brooks, T Smith
Burnout In Athletic Training: Measured By Survey In Most Common Settings For Athletic Trainers, R Johnson Krug, N Sand, S Brooks, T Smith
Clinical Practice in Athletic Training
Introduction: Burnout is a common problem in athletic training, affecting both athletic trainers (ATs) and the athletes they serve. Athletic trainers are responsible for the prevention, diagnosis, and treatment of sports-related injuries. Long work hours, often including evenings and weekends, as well as frequently under pressure to meet the demands of athletes, coaches, and parents. Athletic trainers face numerous stressors that contribute to burnout. These stressors may include heavy workloads, lack of control over their schedules, time pressures, and pressure to produce positive outcomes. Athletic trainers may also experience emotional and physical exhaustion, depersonalization, and a reduced sense of personal …
Educational Outcomes Of The Dat: A Document Review And Thematic Analysis, S H. Orr, L E. Eberman, M J. Rivera
Educational Outcomes Of The Dat: A Document Review And Thematic Analysis, S H. Orr, L E. Eberman, M J. Rivera
Clinical Practice in Athletic Training
Context: The transition in athletic training education allows for unique and new opportunities in postprofessional education. The Doctor of Athletic Training (DAT) degree is one of the postprofessional education pathways that could provide athletic trainers advancement in clinical practice, practice leadership, and scholarship. However, there is no data on the educational outcomes of DAT programs and what graduates should expect from their experiences. The aim of this study was to explore whether DAT programs are delivering curricula consistent with the development of clinical scholars with advanced knowledge and skills that are needed for high-level patient care and literature relative to …
Using Data In The Classroom To Drive Instructional Design And Delivery, L E. Eberman, J P. Young
Using Data In The Classroom To Drive Instructional Design And Delivery, L E. Eberman, J P. Young
Clinical Practice in Athletic Training
Introduction: Roughly half of ATP program directors include education on transgender health care in their programs, and even fewer report having the competence to do so. However, professional-level accreditation standards (56, 57, and DEI 2) require that programs have faculty with contemporary expertise to educate students on these outcomes. Current research suggests a comprehensive transgender and sexual health curriculum, including safe-zone training, traditional lecture, lab, and project-based instruction, was partially effective at changing students’ attitudes toward transgender patients but did not improve sexual health care delivery during a standardized patient encounter. The purpose of this project was to evaluate the …
Exploring The Work-Related Quality Of Life Of Athletic Trainers In Physician Practice, N T. Anderson, K E. Games, J P. Young, M J. Rivera, L E. Eberman
Exploring The Work-Related Quality Of Life Of Athletic Trainers In Physician Practice, N T. Anderson, K E. Games, J P. Young, M J. Rivera, L E. Eberman
Clinical Practice in Athletic Training
Introduction/Context: The National Athletic Trainers’ Association (NATA) identified the vitality of the athletic training profession as a research priority, which includes exploring solutions to improve work-life balance. There is a common perception that athletic trainers (AT) working in the physician practice setting have lower work-life conflict and increased job satisfaction, but no data to support this belief. Work-Related Quality of Life (WRQoL) has been studied in some healthcare settings but has not been studied in any athletic training clinical practice setting. Therefore, the purpose of this study is to investigate the WRQoL of athletic trainers in physician practice. Methods: A …
Good Faith As Mechanism For An Efficient Market, Victor Caminha Cavalcante
Good Faith As Mechanism For An Efficient Market, Victor Caminha Cavalcante
South Carolina Journal of International Law and Business
This article explores the role of the principle of good faith in enhancing commercial efficiency within Brazilian, Italian and U.S. legal systems. The principle, recognized under Brazilian Civil Law since the enactment of the 2002 Civil Code, is compared with its application under U.S. law, particularly through the Uniform Commercial Code (UCC) and Restatement (Second) of Contracts, and under Italian Civil Code. The study analyzes how good faith, as an objective legal standard, fosters contractual fairness, transparency, and predictability, thereby contributing to a more structured and efficient market. By examining case law, scholarly perspectives, and the interaction between traditional and …
Editor's Preface, Douglas Higbee
Editor's Preface, Douglas Higbee
The Oswald Review: An International Journal of Undergraduate Research and Criticism in the Discipline of English
No abstract provided.
Wilfred Owen And Shell Shock: The Initial Sympathetic Understanding Of Ptsd, Rachel Eubanks
Wilfred Owen And Shell Shock: The Initial Sympathetic Understanding Of Ptsd, Rachel Eubanks
The Oswald Review: An International Journal of Undergraduate Research and Criticism in the Discipline of English
No abstract provided.
The Oswald Review Of Undergraduate Research And Criticism In The Discipline Of English: Volume 26, 2024, Douglas Higbee
The Oswald Review Of Undergraduate Research And Criticism In The Discipline Of English: Volume 26, 2024, Douglas Higbee
The Oswald Review: An International Journal of Undergraduate Research and Criticism in the Discipline of English
No abstract provided.
Colonial Body-Logic In George Orwell's Burnese Days: A Contrapuntal Critique, Riley Mays
Colonial Body-Logic In George Orwell's Burnese Days: A Contrapuntal Critique, Riley Mays
The Oswald Review: An International Journal of Undergraduate Research and Criticism in the Discipline of English
No abstract provided.
Digital Health Literacy, Vaccine Information Sources, And Vaccine Acceptance Among Parents In Ontario: Quantitative Findings From A Mixed Methods Study, Sarah Ashfield, Lorie Donelle Phd, Rn, Fcan, Panagiota Tryphonopoulos, Ève Dubé, Maxwell Smith
Digital Health Literacy, Vaccine Information Sources, And Vaccine Acceptance Among Parents In Ontario: Quantitative Findings From A Mixed Methods Study, Sarah Ashfield, Lorie Donelle Phd, Rn, Fcan, Panagiota Tryphonopoulos, Ève Dubé, Maxwell Smith
Publications
Parents make important vaccination decisions for their children and many variables affect parents' decisions to accept or decline vaccines. Parents are tasked with locating, understanding, and applying information to inform health decisions often using online resources; however, the digital health literacy levels of parents are unknown. The purpose of this study was to investigate parents' digital health literacy levels, their sources for vaccine information, and analyze how demographics, digital health literacy, health literacy, parental attitudes and vaccine beliefs, trust, and vaccine information sources predict vaccine acceptance. Quantitative findings of a mixed methods study that examined parental vaccine decision making across …
Exploring The Experiential Journey Of Women With Pcos Across The Lifespan: A Qualitative Inquiry, Pamela J. Wright Phd, Ms, Med, Rn, Cen, Robin Dawson Phd, Rn, Cpnp-Pc, Cynthia F. Corbett Phd, Rn, Faan
Exploring The Experiential Journey Of Women With Pcos Across The Lifespan: A Qualitative Inquiry, Pamela J. Wright Phd, Ms, Med, Rn, Cen, Robin Dawson Phd, Rn, Cpnp-Pc, Cynthia F. Corbett Phd, Rn, Faan
Publications
Introduction: Peri-postmenopausal women with the chronic condition polycystic ovary syndrome (PCOS) remain at cardiometabolic risk and/or subsist with established comorbidity while continuing to manage persistent PCOS signs and symptoms, such as hirsutism. Thus, PCOS transcends the reproductive years, yet there is sparse scientific literature on the peri-postmenopausal years of women with PCOS.
Purpose: To explore how peri-postmenopausal women's perceptions about PCOS have changed over the lifespan since their PCOS diagnosis.
Methods: A cross-sectional survey with one qualitative question was conducted via Research Electronic Data Capture (REDCap) among women with PCOS aged ≥43 years, who were all recruited …
The Relationship Between Work Engagement, Depression, Anxiety, And Covid-19 Anxiety In Physician Assistant Students, Sydney N. Pepper, Emily T. Farrell, Robin M. Dawson Phd, Rn, Cpnp-Pc, Michael D. Wirth Msph, Phd, Face
The Relationship Between Work Engagement, Depression, Anxiety, And Covid-19 Anxiety In Physician Assistant Students, Sydney N. Pepper, Emily T. Farrell, Robin M. Dawson Phd, Rn, Cpnp-Pc, Michael D. Wirth Msph, Phd, Face
Publications
Introduction: Physician assistants (PAs) are subject to high levels of burnout, depressive symptoms, and anxiety, which can negatively impact quality of care and patient outcomes. Learning how to handle stress in the classroom may increase success and engagement in PA programs. The goal of this study was to characterize burnout, depressive symptoms, and anxiety in current PA students and examine the relationship between these factors and work engagement. Methods: This cross-sectional study surveyed PA students (n = 42) via convenience sampling from eighteen different PA programs across North and South Carolina in October, 2021. Questionnaires included the Utrecht Work Engagement …
Systems Check: A Qualitative Case Study Of Educators And Parent-Educators Supporting Adolescent Readers From An Ecological Systems Perspective, Kristi Nicole Grooms
Systems Check: A Qualitative Case Study Of Educators And Parent-Educators Supporting Adolescent Readers From An Ecological Systems Perspective, Kristi Nicole Grooms
Theses and Dissertations
In spite of decades of research and an abundance of well-intentioned intervention efforts, supporting adolescent readers, particularly at the middle level, remains a significant area of concern for educators in the United States. The struggles are present for educators working to help underperforming readers reach grade-level and keep advanced readers motivated and engaged. At home, parents and guardians experience similar challenges. Data on adolescent comprehension performance continues to be frustrating in terms of producing consistent positive results. This qualitative action research study investigated the ongoing challenge of supporting adolescent readers, specifically within the context of 7th grade, through a systems …
Use Of Machine Learning Approaches To Predict Transition Of Retention In Care Among People Living With Hiv In South Carolina: A Real-World Data Study, Ruilie Cai, Xueying Yang Ph.D., Yunqing Ma, Hao H. Zhang, Bankole Olatosi Ph.D., Sharon Weissman, Xiaoming Li Ph.D., Jiajia Zhang Ph.D.
Use Of Machine Learning Approaches To Predict Transition Of Retention In Care Among People Living With Hiv In South Carolina: A Real-World Data Study, Ruilie Cai, Xueying Yang Ph.D., Yunqing Ma, Hao H. Zhang, Bankole Olatosi Ph.D., Sharon Weissman, Xiaoming Li Ph.D., Jiajia Zhang Ph.D.
Faculty Publications
Maintaining retention in care (RIC) for people living with HIV (PLWH) helps achieve viral suppression and reduce onward transmission. This study aims to identify the best machine learning model that predicts the RIC transition over time. Extracting from the enhanced HIV/AIDS reporting system, this study included 9765 PLWH from 2005 to 2020 in South Carolina. Transition of RIC was defined as the change of RIC status in each two–year time window. We applied seven classifiers, such as Random Forest, Support Vector Machine, eXtreme Gradient Boosting and Long–short–term memory, for each lagged response to predict the subsequent year's RIC transition. Classification …
Proknow: Process Knowledge For Safety Constrained And Explainable Question Generation For Mental Health Diagnostic Assistance In The Age Of Large Language Models, Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Allen, Amit P. Sheth
Proknow: Process Knowledge For Safety Constrained And Explainable Question Generation For Mental Health Diagnostic Assistance In The Age Of Large Language Models, Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Allen, Amit P. Sheth
Publications
Current Virtual Mental Health Assistants (VMHAs) primarily offer counseling and suggestive care but do not assist with patient diagnosis due to their lack of training in safety-constrained and specialized clinical process knowledge, referred to as ProKnow. In this work, we define ProKnow as an ordered set of information aligned with evidence-based guidelines or categories of conceptual understanding used by domain experts. We also introduce a new dataset of diagnostic conversations guided by safety constraints and Pro- Know, known as ProKnow-data. We develop a method for natural language question generation (NLG) designed to interactively gather diagnostic information from patients, termed ProKnow-algo. …