Digital Commons Network^™

Indirect Earnings Management, Scott B. Jackson, Jason T. Rasso, Aaron F. Zimbleman

Faculty Publications

We hypothesize that managers use their hierarchical role as reviewers of accounting judgments and estimates to manage earnings, which we call indirect earnings management (IEM). Across a series of experiments using highly experienced financial executives as participants, we provide evidence that IEM (1) is likely used by managers to achieve current and future earnings targets, (2) reduces both cognitive dissonance associated with managing earnings and the extent to which managers think that their behaviors constitute earnings management, and (3) is more likely to be used when corporate governance is strong than when corporate governance is weak. The results of this …

C 3 An: Custom, Compact And Composite Ai Systems - A Neurosymbolic Approach: 4Th-Generation Evolution Of Intelligent Systems, Amit P. Sheth, Kaushik Roy, Revathy Venkataramanan, Venkatesan Nadimuthu

Publications

Artificial Intelligence (AI) systems continue to evolve rapidly. From the architecture perspective, it is evolving from large, monolithic models trained on massive internet data to complex, multi-component “compound” systems and “agentic” frameworks capable of semi-autonomous decision-making. These systems show immense promise yet face numerous challenges in reliability, consistency, transparency, and alignment with user goals. In this article, we propose Custom, Compact and Composite AI with Neurosymbolic (C3AN) approach, a framework that paves way to 4th-generation of AI that integrates data, knowledge, and human expertise to build robust, intelligent and trustworthy AI systems defined by 14 foundation elements.

Custom emphasizes …

Changing Minds, Changing Behavior: The Role Of Cognitive-Behavioral Therapy In Addressing Intimate Partner Violence, Natalie Freeman, Courtney Mcdonald

University of South Carolina Upstate Student Research Journal

Intervention programs for intimate partner violence abusers are designed to address and mitigate violent behaviors and promote healthier relationships to reduce recidivism. This literature review examines various intervention programs and their strategies, including cognitive-behavioral therapy (CBT), group therapy, and educational programs, along with their theoretical foundations and effectiveness. Cognitive-behavioral therapy focuses on altering thought patterns that contribute to abusive actions, demonstrating efficacy in reducing violent behaviors and promoting emotional regulation. This study utilized a qualitative design in collaboration with Anger Management of the Upstate, where participants in a CBT-based intimate partner violence intervention program completed an anonymous Qualtrics survey exploring …

#Mmiw On Instagram: Contemporary Representations Of Missing Indigenous Women, Girls, And Two-Spirit People​, Sydney E. Cathcart, Renu Pariyadath

University of South Carolina Upstate Student Research Journal

This research paper overlooks the disproportionate number of missing persons and violence towards Indigenous groups, particularly women. Communication research has pointed to mass media lacking coverage on missing or murdered cases of Indigenous people, contributing to invisibility of the issue and lack of attention to the problem. Individual efforts to increase sources of information have been utilized in social media to make up for where mass media lacks. Social media creators who look to raise awareness, mobilize grassroot actions, and expand community ties. Content analysis was used to analyze content in Instagram under hashtags relevant to #MMIW–Missing and Murdered Indigenous …

Psychological Contract Breach And Institutional Trust In Higher Education: Extending The Triadic Framework, Hannah E. Blodget, Katelyn R. Raborn, Justin Travis, Susan Ruppel

University of South Carolina Upstate Student Research Journal

Psychological Contract (PC) theory, originally developed in organizational contexts, has increasingly been applied to higher education to understand the expectations and obligations that students perceive in their relationships with institutions. In this context, the PC refers to the unwritten set of mutual expectations and perceived obligations that shape the student-university relationship (Rousseau, 1998). Psychological contract breaches (PCB), or perceived failures to fulfill promised obligations, can undermine student trust, engagement, and institutional commitment. Despite growing interest, research on PCBs in higher education remains sporadic, often limited to cross-sectional designs, single relational targets, and inconsistent measurement approaches. Moreover, most studies focus on …

A Dog Tail: To Trust Or Not To Trust, Victoria A. Denishchich, Christa C. Christ

University of South Carolina Upstate Student Research Journal

Trust plays an important role in relationships and social functioning while also influencing communication, cooperation, and emotional well-being. Previous research has found that dogs enhance social relationships, approachability, and perceptions of safety and friendliness in everyday interactions. However, not much is known about how the effect dogs have on perceptions of trust applies when photographs are used. Such info is essential given the amount of online social interaction that occurs in society today. This current study examined whether the presence of a dog in a photo affects our trust levels in strangers. In Study 1, 74 participants viewed photos of …

The "Not Seen" Effect Of International Financial Centers: Innovation In The Global Financial Ecosystem, Charlotte Ku, Andrew P. Morriss

South Carolina Journal of International Law and Business

International Financial Centers (IFCs) are hubs of legal and financial innovation, developing specialized frameworks that facilitate cross-border investment, enhance global capital mobility, and support economic growth. Through jurisdictional competition, professional clustering, and adaptive regulatory frameworks, IFCs have pioneered legal structures that enable enterprises of all sizes to participate in the global economy. Using case studies of the International Business Company, the Limited Liability Company, the Protected Cell Company, and advances in trust law and applying the theoretical frameworks of social scientist Richard Florida and psychologist Mihalyi Csikszentmihalyi, this article illustrates how IFCs serve as laboratories for financial experimentation, generating widely …

Studying Repeat Victimization: A Consideration Of Measurement Issues, Christi Metcalfe, Robert Brame, Tara E. Martin, Angela R. Gover

Faculty Publications

Decades of research have recognized the phenomenon of repeat victimization and its policy relevance. Although there are continuing efforts to explain the theoretical underpinnings of repeat victimization, there are still measurement-related issues that limit our understanding of the topic and ability to inform interventions, including varying operational definitions, data constraints, and sampling and nonsampling error. In this article, we review theoretical advances in the literature over the past decade, propose operationalizations that can foster greater consistency across studies, comprehensively assess the data constraints around commonly used public data sources to study repeat victimization, and empirically demonstrate how one of these …

Exploring The Public Health Agency Of Canada’S And The Ontario Government’S Vaccine-Related Crisis Communication On X During The Covid-19 Pandemic, Sheraza Burney, Lorie Donelle Phd, Rn, Fcan, Anita Kothari

Publications

Crisis communication strategies must be tailored to the unique nature of social media. In response to the COVID-19 pandemic, public health agencies have widely used social media to address vaccine hesitancy and misinformation. This research utilized the social media pandemic communication model to describe the key themes disseminated through the Ontario government and the Public Health Agency of Canada’s vaccine-related crisis communication on X (formerly Twitter). Between 27 January 2020 and 6 April 2021, 1271 posts related to COVID-19 vaccination were collected from three official government X accounts——two from the province of Ontario and one from Canada. Posts were analyzed …

Self-Determined Strategies For Physical Activity Motivation Among Women With Polycystic Ovary Syndrome, Pamela J. Wright Phd, Ms, Med, Rn, Cen, Cynthia Corbett Phd, Rn, Faan, Bernardine M. Pinto Phd, Fapa, Fsbm, Fabmr, Michael D. Wirth Msph, Phd, Face, Robin M. Dawson Phd, Rn, Cpnp-Pc

Publications

BACKGROUND: According to clinical practice guidelines for polycystic ovary syndrome, first-line treatment includes performing 150 min of moderate-to-vigorous physical activity on most days of the week plus at least 2 days of resistance training. However, < 40% of women with polycystic ovary syndrome engage in regular physical activity, and about 60% are sedentary. Research evidence supports theory-informed physical activity interventions to improve motivation for physical activity. This study examined the fit of a behavioral change theory for women with polycystic ovary syndrome. OBJECTIVES: The purposes of this qualitative study were to analyze physical activity barriers through the lens of self-determination theory and identify motivational strategies that may promote initiation and maintenance of physical activity among women with polycystic ovary syndrome. DESIGN: The study involved a qualitative, descriptive design using theory-driven thematic analysis. METHODS: After emailing a demographic questionnaire and Personal Health Questionnaire-8 to screen for depressive symptoms, participants (n = 7) met three times via Zoom during the summer of 2021. Meetings were audio-recorded, transcribed, and analyzed. RESULTS: Participants were aged 33.9 (±8.1) years, premenopausal, mostly White (71%), educated (100% with at least some college), employed full-time (86%), and married (86%) with a mean depressive symptoms score of 6.4 (±3.4) indicating mild depression. Strategies such as a buddy system, physician support, technology, and behavioral change techniques are necessary to meet the psychological needs of autonomy, competence, and relatedness among women with polycystic ovary syndrome to help increase exercise motivation. CONCLUSION: Findings supported the use of self-determination theory by emphasizing that the social context of polycystic ovary syndrome can undermine physical activity behavior. Thus, physical activity interventions should consider the social context, peer support system, and mental health status of women with polycystic ovary syndrome, and include tailored programs and motivational strategies to help meet the psychological needs of autonomy, competence, and relatedness.

“I Feel Like It Gets Worse As I Get Older”: Perspectives Of Peri-Postmenopausal Women With Pcos, Pamela J. Wright Phd, Ms, Med, Rn, Cen, Cynthia F. Corbett Phd, Rn, Faan, Robin M. Dawson Phd, Rn, Cpnp-Pc, Charlotte Burts

Publications

Introduction: Polycystic ovary syndrome (PCOS) is a chronic endocrinopathy that transcends the reproductive years. Peri-postmenopausal women with PCOS remain at cardiometabolic risk or subsist with established comorbidity while continuing to contend with persistent PCOS signs and symptoms such as hirsutism. Evidence based information for peri-postmenopausal women with PCOS is scant. The purpose of this qualitative study was to explore the physical, psychosocial, and healthcare perspectives of peri-postmenopausal women with PCOS.

Methods: Peri-postmenopausal women with PCOS aged ≥43 years (n = 29) were recruited using ResearchMatch to participate in a virtual interview. Interviews were conducted using a semi-structured guide. The interviews …

Exploring Maternal Grief And Shame In Addiction Recovery For Pregnant And Early Parenting Women Using Community-Based Participatory Research: A Qualitative Descriptive Study, Phyllis Raynor Phd, Aprn, Pmhnp-Bc, April Hutto, Khushi Patel, Amber Goforth, Cynthia Corbett Phd, Rn, Faan, Delia West Phd, Kacey Eichelberger, Constance Guille, Nicole Nidey, Lori Vick Phd, Mat, Rn, Anef, Alain Litwin

Publications

Introduction: Little research has explored the constructs of grief and shame-proneness for pregnant and early parenting women seeking recovery from substance use disorders (SUD) and the impact on parents’ and children's well-being. Purpose: This study aimed to explore the contexts of reported guilt and shame and the associations with grief and loss among pregnant and early parenting women in SUD recovery.

Methods: Using a community based participatory research (CBPR) approach, we conducted in-depth interviews with 30 pregnant and early parenting women with SUD who were recruited from a residential drug recovery facility in the Southeastern United States. A qualitative descriptive …

Navigating “Being Seen”: Experiences Of Older Adult Arab Immigrants And Family Caregivers Accessing Health Care Services In Ontario, Selma Tobah, Lorie Donelle Phd, Rn, Fcan, Jodi Hall, Lloy Wylie, Sandra Regan

Publications

Immigrants to Canada face unique barriers to accessing health care including communication barriers, socioeconomic limitations, and a lack of health care system navigation knowledge. Arabs in particular face mainstream negative attitudes, propagated through political discourses as well as entertainment media. We sought to understand how older adult Arab immigrants and family caregivers accessed and experienced health care in Ontario. We conducted a critical constructivist grounded theory, using Charmaz’s approach to grounded theory. A critical constructivist grounded theory method asks not only “what” social processes are happening and “how” but also “why” and “who” benefits. Both older adult immigrant Arabs and …

Harnessing Team Science In Dementia Research: Insights From The Alzheimer’S Disease Research Group In South Carolina, Sayema Akter, Eric Mishio Bawa, Nicholas Riccardi, Daniel A. Amoatika, Margaret C. Miller Ms, Ph.D., Otis L. Owens Mph, Ph.D., Caps, Lorie Donelle Phd, Rn, Fcan, E Angela Murphy, Daping Fan, Melissa Moss, Mihyun Lim Waugh, Sue E. Levkoff Scd, Msw, Sm, Freda Allyson Hucek, Jean Neils-Strunjas Ph.D, Ccc-Slp, Swann Arp Adams Ph.D., Ms, Face, Roger Newman-Norlund, Sarah Newman-Norlund Ph.D., James Hardin Ph.D., John Absher, Bankole A. Olatosi Ph.D., Xiaoming Li Ph.D., Lumi Bakos Ph.D., Quentin Mccollum, Chris Rorden, Leonardo Bonilha, Daniela B. Friedman

Publications

Alzheimer's disease and related dementias (ADRD) are complex and rapidly growing public health challenges that require integrative, collaborative approaches. To meet this need, the Alzheimer's Disease Research Center (ADRC) of South Carolina, a state-funded partnership across multiple institutions, has embraced a team science model that brings together expertise from four key disciplines: neuroimaging-neurology, health sciences, molecular biology, and engineering. This paper highlights the work at the University of South Carolina (USC) and how each discipline contributes uniquely yet collaboratively within a recurring loop model framework. Extending from USC's Cancer Prevention and Control Program, the framework guides scientific growth through four …

Intensive Longitudinal Models, Robert E. Ployhart, Paul D. Bliese, Sam D. Strizver

Faculty Publications

Intensive longitudinal models (ILMs) allow researchers to analyze nested data collected through frequent measurements—typically 20 or more repeated occasions—over densely spaced durations. Rather than being a single statistical approach, ILMs encompass various models unified by their capability to handle densely collected longitudinal data. We briefly summarize the nature of intensive longitudinal designs and why such designs require the use of ILMs. We then provide a classification typology to help readers understand the features of an ILM they should adopt. This classification typology provides the structure for a narrative review of existing ILM research. We conclude with specific recommendations for using …

Examining Mental Health Providers’ Differential Sensitivity To Youth And Caregiver Treatment Engagement Problems By Studying Clinical Decision-Making Behaviors, Wendy Chu

Theses and Dissertations

Clinical decision-making is a systematic process of collecting and using information to guide action regarding client care. Across frameworks of clinical decision-making, there is an emphasis on the assessment of a problem – which involves considering, identifying, and selecting a problem – as it directly informs intervention. In youth mental health services, problems related to treatment engagement or the ability to meaningfully participate in services are important to assess given their association with premature termination and poor outcomes. However, research suggests that assessment of engagement problems may be challenging, and one potential reason pertains to providers’ ability to assess across …

Integrating School Mental Health Services: How Therapeutic Alliance May Improve Outcomes In A Mental Health Literacy Intervention, Alena Quinn

Theses and Dissertations

The youth mental health crisis continues to face persistent barriers of stigma, workforce shortages, and fragmented service delivery systems. Schools play a pivotal role in addressing these challenges, as youth are six times more likely to access mental health services in schools than in community settings. Frameworks such as the Comprehensive School Mental Health Systems (CSMHS) and the Interconnected Systems Framework (ISF) have improved access and quality of school-based mental health services through integration and partnership efforts. However, stigma remains a persistent barrier for seeking help and perpetuating untreated mental health difficulties. Research has found that mental health literacy (MHL) …

Iq Trends In Preschoolers With Autism And Co-Occurring Developmental Delay Are Associated With Autism Severity Not Anxiety, Chandler Elizabeth Knott

Theses and Dissertations

Intellectual functioning constitutes a significant source of heterogeneity in individuals with autism spectrum disorder (ASD); however, little is known about how intellectual functioning manifests over development in preschool children with non-syndromic ASD (nsASD) and co-occurring global developmental delay (GDD) or how this relates to functionally impairing co-occurring conditions, such as anxiety. Study participants included 57 children with nsASD and co-occurring global developmental delay (ASD+GDD), 24 categorized with mild GDD, and 33 categorized with moderate GDD. Drawing on dynamic systems theory, the present study explored developmental trends within the context of multiple complex systems, including intelligence, social-emotional, and behavioral functioning. Moderated …

Social Support And Gratitude In Adolescents: An Exploratory Study, Mimi Webb Kurtz

Theses and Dissertations

Dispositional gratitude is a construct associated with numerous benefits in youth. However, existing research has primarily focused on the outcomes of gratitude, with limited exploration of the underlying factors that may contribute to individual differences in its development. Because gratitude is considered malleable, identifying key factors associated with its growth in youth is essential. The present study aims to address this gap by exploring perceived social support as a presumed antecedent of dispositional gratitude in older adolescents. Cross-sectional, self-report data and structural equation modeling were used to assess the relationship of perceived social support with gratitude levels among high school …

The Effects Of Schema Therapy On Shame In Victims Of Intimate Partner Violence, Annette Ibarra Skeen

Theses and Dissertations

Intimate partner violence (IPV) is prevalent in the United States and worldwide. Despite the deleterious effects of IPV on personal and societal wellness, there is limited research on effective interventions for IPV victims. Among the detrimental effects of IPV on mental health, shame is a common emotion experienced by IPV victims. Shame can contribute to an array of mental health concerns, such as depression, anxiety, low self-esteem, PTSD, substance abuse, and suicidality. Using a multiple baseline, singe case design, the aim of the current study was to evaluate the effects of Schema Therapy (ST) on shame on IPV victims. Based …

Involvement Of Integrated Stress Response In Primary And Secondary Dystonia, Tricia Aleena Dulice Simon

Theses and Dissertations

ABSTRACT Dystonia is the third most common movement disorder in the United States of America , the first two being essential tremor and Parkinson’s disease. Gaining mechanistic knowledge about pathobiology of dystonia is essential for development of effective therapies. As the only therapies currently available are invasive procedures such as deep brain stimulation (DBS) or frequent botulinum toxin injections, it is critical to understand the underlying molecular mechanisms leading to dystonia. A maladaptive integrated stress response (ISR) involving dysregulation of the eukaryotic translation initiation factor  (eIF2) mediated signaling is observed in DYT-PRKRA patient cells. Mutations in PRKRA gene, which …

Harnessing Big Heterogeneous Data To Evaluate The Potential Impact Of Hiv Responses Among Key Populations In Sub-Saharan Africa: Protocol For The Boloka Data Repository Initiative, Refilwe Nancy Phaswana Mafuya, Edith Phalane, Amrita Rao, Kalai Willis, Katherine Rucinski, K. Alida Voet, Amal Abdulrahman, Claris Siyamayambo, Betty Sebati, Mohlago Seloka, Musa Jaiteh, Lerato Lucia Olifant, Katharine Journeay, Haley Sisel, Xiaoming Li Ph.D., Bankole Olatosi Ph.D., Neset Hikmet, Prashant Duhoon, Francois Wolmarans, Yegnanew A. Shiferaw, Lifutso Motsieloa, Mashudu Rampilo, Stefan Baral

Faculty Publications

Background: In South Africa, there is no centralized HIV surveillance system where key populations (KPs) data, including gay men and other men who have sex with men, female sex workers, transgender persons, people who use drugs, and incarcerated persons, are stored in South Africa despite being on higher risk of HIV acquisition and transmission than the general population. Data on KPs are being collected on a smaller scale by numerous stakeholders and managed in silos. There exists an opportunity to harness a variety of data, such as empirical, contextual, observational, and programmatic data, for evaluating the potential impact of HIV …

Longitudinal Assessments Of Viral Rebound Among People With Hiv In South Carolina: A Population-Based Cohort Study, Jiayang Xiao, Xueying Yang Ph.D., Yunqing Ma, Bankole Olatosi Ph.D., Sharon Weissman, Xiaoming Li Ph.D., Jiajia Zhang Ph.D.

Faculty Publications

Routinely monitoring viral rebound (VR) is important in the life course of people with HIV (PWH). This study examined risk factors for time to the first VR, the number of VRs and their association with VR history in men who have sex with men (MSM). It includes 8176 adult PWH diagnosed from January 2005 to December 2018, followed until July 2021. We used the Cox model for time to the first VR, the Poisson model for a number of VRs, and logistic regression for VR history in MSM. Younger individuals (50–59 years vs 18–29 years, aHR: 0.43, 95% CI: [0.34, …

Caregiving Burdens Of Task Time And Task Difficulty Among Paid And Unpaid Caregivers Of Persons Living With Dementia, Matthew Lee Smith, Jodi L. Southerland, Malinee Neelamegam, Gang Han, Shinduk Lee, Chung Lin Kew, Juanita Dawne R. Bacsu, Elyse Couch, Steffi M. Kim, Monique J. Brown Ph.D., Mph, Ayse Malatyali, Lucas Wilson, Zahra Rahemi, Jeremy Holloway, Marcia G. Ory

Faculty Publications

Background: Demands of caregivers of persons living with dementia (PLWD) are often influenced by the context of their caregiving situation. This study examines common and unique factors associated with caregiving burden in terms of task time and task difficulty among paid and unpaid caregivers of PLWD. Methods: Cross-sectional baseline survey data were analyzed from 107 paid and unpaid caregivers of PLWD participating in a larger NIH-funded study assessing the feasibility of using a novel in-situ sensor system. Oberst Caregiving Burden Scale constructs of task time and task difficulty served as dependent variables. Two least squares regression models were fitted, controlling …

Investing In The Development Of The Next Generation Of Mch Leaders, Karen A. Mcdonnell, Jamal Percy, Lisa Anders, Monique J. Brown Ph.D., Mph, Alice R. Richman, Julianna Deardorff, Monica S. Ruiz, Jihong Liu Sc.D., Kelli Russell, Audrey Snyder, Cassondra Marshall

Faculty Publications

The public health landscape is constantly evolving to address the strengths and needs of the community. Training for the public health workforce is leading the way, establishing an ecosystem approach that integrates individuals within social, political, and environmental contexts to promote health equity within a framework of social justice. One area of public health that is innovatively preparing the next generation of leaders is maternal and child health (MCH). In the United States, key indicators of health disparities within MCH remain stagnant, highlighting the need for training programs that develop future MCH professionals from diverse backgrounds. These professionals will deliver …

Healthcare Providers’ Perspective On Hiv Testing And Hypothetical Mhealth-Connected Linkage To Care Among Men Who Have Sex With Men (Msm) In South Carolina, Tony Brown, Prince Nii Ossah Addo, Monique J. Brown Ph.D., Mph, Xiaoming Li, Oluwafemi Adeagbo

Faculty Publications

Background: HIV continues to be an important public health concern in South Carolina (SC). However, an examination of providers’ willingness to use mHealth technologies to address ongoing barriers to HIV care and prevention strategies, particularly among men who have sex with men (MSM) is currently lacking in SC. We therefore explored HIV care providers’ perceptions of HIV testing and treatment uptake among MSM, and providers’ willingness to use mHealth technology to address barriers to HIV testing and treatment in SC. Methods: Between August and December 2021, we conducted semistructured virtual interviews with 10 HIV care providers recruited purposively based on …

The Relationship Between Cardiac Patient Beliefs And Experiences With Insurability And Their Decisions On Whether Or Not To Pursue Genetic Testing, Julia Schoeni

Theses and Dissertations

Since the enactment of the Genetic Information Non-Discrimination Act (GINA) in 2008, genetics providers have been incorporating conversations about GINA in pre-test counseling. There is currently limited evidence of the effects of personal or family histories of cardiomyopathy or aortopathy and associated genetic testing on patients seeking insurance policies not protected by GINA, including life, long term care, and disability insurance. This study aimed to determine whether individuals with a personal or family history of cardiomyopathy or aortopathy are having conversations about future insurability with their healthcare providers and how they perceive their ability to get these insurances when deciding …

Invention Beyond The Author, Jonathan Brent Butler

Theses and Dissertations

The following dissertation examines how what Michel Foucault calls the “author function” affects contemporary students of writing and examines some historical alternatives to this way of conceptualizing the writing process and the writer’s role in it. Chapter 1: Author (Dys)function describes the author function and its discontents, the problems of the Romantic conception of “genius,” and summarizes the following chapters. Chapter 2: Early Writing Instruction focuses on classical approaches to rhetorical instruction that emphasize habit and aim at the cultivation of a particular subjectivity characterized by the capacity to respond to shifting rhetorical situations; this chapter draws on the work …

Choice Overload In The Digital Age: A Cognitive Neuroscience Approach, Jacob Matthew Stanley

Theses and Dissertations

This dissertation examines the neural mechanisms of value-based multiattribute decision making through the lens of choice overload during consumer choice. Two behavioral experiments established that choice sets of a moderate size with nine options were perceived as most optimal compared to choice sets with three and 24 options, and options chosen from the largest set size were judged to be the least satisfying. A functional MRI study then examined how the brain responds to choice sets varying in size and complexity by manipulating the number of options presented as well as the presence of asymmetrically dominated decoy alternatives during a …

Influence, Confidence, And Interest In Mathematics: The Route To Increasing Female Participation In Stem, Lisa Galbreath Neaton Black

Theses and Dissertations

Women are underrepresented in STEM professions despite initiatives to encourage young women to pursue these financially rewarding careers. Studies show this divide is not due to inability or lack of female participation in higher education, as women tend to outscore their male counterparts on standardized tests and make up approximately 59% of the postsecondary student population. Rather, the disconnect in the high school-to-college STEM pipeline for young women seems to center on mathematics. In response, this action research study focused on addressing societal influence and mathematical confidence and interest using a constructivist approach in an honors Algebra 2 class.Hands-on activities, …