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Articles 391 - 420 of 6810
Full-Text Articles in Entire DC Network
Identifying Mechanistic Pathways To Rigidity Associated With Obsessive-Compulsive Personality Disorder Traits Using A Novel Decision-Making Paradigm, Hannah L. Heintz
Identifying Mechanistic Pathways To Rigidity Associated With Obsessive-Compulsive Personality Disorder Traits Using A Novel Decision-Making Paradigm, Hannah L. Heintz
Theses and Dissertations
Cognitive and behavioral rigidity is observed across several mental disorders and is a defining characteristic of Obsessive-Compulsive Personality Disorder (OCPD), a highly prevalent and debilitating, yet understudied, disorder. In particular, treatments for OCPD are underdeveloped due to our poor understanding of the mechanisms leading to the disorder’s key feature of rigidity. Two related disorders, anorexia nervosa (AN) and obsessive-compulsive disorder (OCD), have shown distinct mechanistic pathways leading to symptoms of rigidity, indicating that this trait can arise as a result of a number of differentially impaired cognitive processes, each requiring unique interventions. To examine the relationship between symptoms of OCPD …
Reconciling Calculus Students’ Understanding Of Average Across Multiple Contexts, Franklin Yu
Reconciling Calculus Students’ Understanding Of Average Across Multiple Contexts, Franklin Yu
Journal of Mathematics and Science: Collaborative Explorations
The idea of average is utilized in a variety of scenarios, yet the literature has indicated that students have multiple disconnected understandings for the concept of average. In this study, I provide an account of two students who reconciled their meanings for average by considering an average as a replacement with a constant value. This report discusses an intervention that teachers can leverage to help their students make their meanings for average coherent and conceptually based.
Full Issue
Journal of Mathematics and Science: Collaborative Explorations
No abstract provided.
Latent Profiles Of Child Coping And Perception Of Experience Processes To Predict Long-Term Symptoms Of Depression, Intrusive Grief, And Suicidality Outcomes In Parentally Bereaved Children, Rebecca Hoppe
Theses and Dissertations
Childhood bereavement is a significant public health issue and the most distressing form of childhood trauma. The death of a parent can disrupt the course of a children's development and potentially predispose them to enduring adverse mental health outcomes, such as depression, intrusive grief, and suicidality. Recognizing grief as a dynamic process, theories have suggested that children’s unique coping and perceptions of experience can contribute to variations in individual adaptations to the death and the onset of mental health problems. The goals of this study were to (a) use latent profile analysis to empirically group recently bereaved children into distinct …
Effects Of Mindfulness Training On Prosocial Responses In Intergroup Relations: A Pilot Randomized Controlled Trial, Denise Yiran Zheng
Effects Of Mindfulness Training On Prosocial Responses In Intergroup Relations: A Pilot Randomized Controlled Trial, Denise Yiran Zheng
Theses and Dissertations
Based on social identity theory and intergroup emotions theory, individuals feel for and act toward others based on their group-based social identities. Recent research shows that mindfulness can enhance prosocial responses toward others across group divides. The current research examined the effects of mindfulness training on prosocial behavior in intergroup relations where such behavior is difficult (e.g., with marginalized or devalued social groups). The study also examined potential mechanisms, namely state empathic concern and appraisal, that may explain how mindfulness increases prosocial behavior toward outgroups. This study compared the effects of a 2-week mindfulness training to a matched coping training …
The Effect Of Experienced Compassion At Work On Nursing Home Certified Nursing Assistants' Well-Being And Turnover Intentions, Kristin M. Macdonald
The Effect Of Experienced Compassion At Work On Nursing Home Certified Nursing Assistants' Well-Being And Turnover Intentions, Kristin M. Macdonald
Theses and Dissertations
Statement of problem and objectives: Could experienced compassion at work alleviate nursing home certified nursing assistant (CNA) burnout? This study investigates whether experienced compassion at work predicts higher well-being (meaningfulness of work, psychological vitality, and resilience) for CNAs, and if well-being predicts lower turnover intentions.
Procedure followed: This is a prospective, observational, survey-based study with three timepoint data collection. Convenience sampling of Kansas and Virginia NHs was conducted (n=13). All CNAs working at the NHs were study eligible. CNAs received gift cards with laddered incentives for ongoing participation. There was in-person administration of a CNA survey at each timepoint. …
How To Forget, Jesse D. Hoyle
How To Forget, Jesse D. Hoyle
Theses and Dissertations
How To Forget was born from a need to give tangible form to the psychic residue left behind by a life lived. Through the use of silk-screening of red clay mud onto ink-jet photographs, archival textiles, and site-specific installations, I attempt to tie and/or divorce myself from my own and my family's extended history and examine the function of memory within the dynamics of the archive. How To Forget takes a non-linear, non-chronological approach to this examination, compressing decades of time and space through the manipulation of the archive and my own self-portraiture, designed specifically to deny myself from its …
Obstacles To And Facilitators Of Services In Child Welfare In The Context Of The Family First Prevention Services Act, Juliet Wu
Theses and Dissertations
The child welfare system has generally focused on child wellbeing and protection in the context of abuse or neglect allegation, supporting caregivers with child rearing, and finding a stable, permanent home for children. Because children and caregivers involved with the child welfare system typically have complex needs, public departments of social services often collaborate with other entities to provide services to families. However, connecting families to services has often been difficult, with many barriers along the way that prevent families from receiving the services they need. The enactment of the Family First Prevention Services Act (FFPSA) in 2018 aimed to …
The Cultural Adaptation Of An Eating Disorders Assessment Tool For South Asian American Women, Neha J. Goel
The Cultural Adaptation Of An Eating Disorders Assessment Tool For South Asian American Women, Neha J. Goel
Theses and Dissertations
South Asians (SAs) are less likely to be screened, referred, and treated for eating disorders (EDs), although they experience these serious health conditions at rates similar to those of their White counterparts. Available ED assessment tools do not adequately capture cultural nuances in the presentation of eating psychopathology in SAs. Thus, the current study culturally adapted the Eating Disorder Examination-Questionnaire (EDE-Q) to enhance its validity, applicability, and cultural relevance for SA women living in the US. During the cultural adaptation phase, the principal investigator consulted with participant experts (N=24) and research experts (n=4) to create the …
A Multilevel, Mixed Methods Examination Of Food Insecurity, Housing Instability, And Cardiovascular Health, Sarah Collins
A Multilevel, Mixed Methods Examination Of Food Insecurity, Housing Instability, And Cardiovascular Health, Sarah Collins
Theses and Dissertations
BACKGROUND
Housing instability and food access are both robust risk factors for cardiovascular disease (CVD), which claims more lives annually in the U.S. than cancer and chronic lung disease combined. We hypothesized that experiencing both housing instability and food insecurity would have an additive effect on CVD risk, resulting in elevated blood pressure (BP) and perceived stress among young adults (YA).
METHODS
This research examined the relationships between food insecurity, housing instability, stress, and cardiovascular disease risk through three aims. First, multivariate linear regression was used to assess associations among YA, focusing on eviction, food insecurity, and blood pressure. Second, …
Transgender Perceptions Of Breast Health Care And Utilization Of Preventative Breast Imaging Services, Cherish Parham
Transgender Perceptions Of Breast Health Care And Utilization Of Preventative Breast Imaging Services, Cherish Parham
Theses and Dissertations
Little information exists on transgender patient perceptions of breast imaging care at mammography facilities. The purpose of this descriptive phenomenological study was to understand the lived experiences of transgender patients at mammography facilities, their knowledge of breast care, and how these experiences have shaped their perceptions of the breast imaging community and attitude toward breast cancer screening. By applying the revised the Gelberg-Andersen Behavioral Model for Vulnerable Populations, this study addressed factors specific to the transgender population that may affect their healthcare utilization and how that impacts health outcomes. Researchers collected data from transgender/non-binary individuals in the Richmond, Virginia region …
Belonging At A Historically White Institution: Understanding The Men Of Color Experience, Riley Cain Sisk, Tara J. Hefner, Kelsie N. Potter, Nicholas A. Williams
Belonging At A Historically White Institution: Understanding The Men Of Color Experience, Riley Cain Sisk, Tara J. Hefner, Kelsie N. Potter, Nicholas A. Williams
Doctor of Education Capstones
Sense of belonging is a vital need that supports an individual’s journey of becoming. Studies have shown the positive impact sense of belonging can have on education outcomes, especially for underrepresented communities. Consulting with the Assessment Office in the Division of Student Affairs (The DSA Assessment Office) at Virginia Commonwealth University (VCU), the research team sought to understand how men of color make sense of belonging at historically white institutions (HWIs) such as VCU. This qualitative, instrumental case study utilized a subjectivist approach grounded in Strayhorn’s (2019) definition of ‘sense of belonging’ paired with Baxter Magolda’s (2014) theories of self-authorship. …
Examining The Efficacy Of Unitive Justice Education In The Secondary School Setting, Chris C. Booz, La Toya K. Draper, Lottie M. Spurlock
Examining The Efficacy Of Unitive Justice Education In The Secondary School Setting, Chris C. Booz, La Toya K. Draper, Lottie M. Spurlock
Doctor of Education Capstones
This research study examined the efficacy of the Unitive Justice Education (UJEd) program on school-wide practices in Hopewell City Public Schools (HCPS). The UJEd program developed by the Alliance for Unitive Justice (AUJ) serves as a unifying alternative to conventional disciplinary approaches. An abundance of research shows exclusionary punitive systems have created inequitable experiences for students, particularly children from historically marginalized groups (Alexander, 2020; Kendi, 2019; Morris, 2018). Through a critical theory lens (Freire, 2017) coupled with a mixed methods approach, the researchers analyzed the HCPS discipline data and staff perceptions. Implementing the UJEd program in HCPS secondary schools holds …
Opioid System's Potential Involvement In Ketamine's Cognitive And Antidepressant-Like Effects In Rats, Fan Zhang
Theses and Dissertations
Depression stands as one of the most pervasive mental health challenges worldwide, including the United States. Conventional antidepressants typically display a delayed onset of therapeutic action (4-8 weeks) and lack efficacy in a substantial portion of patients (over 40% of depressed patients are treatment-resistant). The dissociative anesthetic ketamine, which is a glutamatergic N-methyl-D-aspartate (NMDA) antagonist, has emerged as a promising novel treatment due to its rapid and prolonged antidepressant effects, and it is especially beneficial for treatment-resistant depression. Nevertheless, the precise neurochemical mechanisms underlying ketamine’s antidepressant properties remain elusive, hampering the development of safer and more efficacious treatments. The present …
Observed Parent And Child Differences In Black Mothers Of Children With And Without Attention-Deficit/Hyperactivity Disorder, Sydney E. Padgett
Observed Parent And Child Differences In Black Mothers Of Children With And Without Attention-Deficit/Hyperactivity Disorder, Sydney E. Padgett
Theses and Dissertations
Attention-Deficit/Hyperactivity Disorder (ADHD) is childhood's most common neuro- developmental disorder, mainly distinguished by a pattern of inattention, hyperactivity and/or impulsivity. Compared to the plethora of research on White children with ADHD, the research on Black children with ADHD is limited. Looking more closely at the functions related to parenting children with ADHD, there is even less information known on the interactions between Black children and their parents compared to White children and their parents. The primary aim of the thesis study was to compare observed parenting and child behaviors between Black mother/child dyads of children with and without ADHD. This …
Reimagining On-Campus Student Employment As A Foundation For Career Readiness: Student Employment In Virginia Commonwealth University’S Division Of Student Affairs, Jaedda Hall, Mary Lee Magee, Sean D. Mays, Kimberly C. Young
Reimagining On-Campus Student Employment As A Foundation For Career Readiness: Student Employment In Virginia Commonwealth University’S Division Of Student Affairs, Jaedda Hall, Mary Lee Magee, Sean D. Mays, Kimberly C. Young
Doctor of Education Capstones
Many undergraduate students participate in on-campus employment while pursuing their academic programs. Increasingly, institutions of higher education recognize student employment not only as a resource to address institutional workforce needs or students’ pressing financial needs, but also to promote students’ overall learning, development, and success. To better understand on-campus undergraduate student employment in the context of Virginia Commonwealth University’s (VCU) Division of Student Affairs (DSA), this descriptive study employed a mixed-methods approach using surveys, interviews, focus groups, secondary data analysis, and artifact analysis. These methods were applied to explore the perspectives of multiple stakeholders, including undergraduate student employees, supervisors of …
Safe Schools: A Descriptive Study Examining How To Prevent Peer-To-Peer Sexual Misconduct In K-12 Schools, Crystal R. Bell, Kristine Herakovich-Curtis, Elizabeth Terrier, Leah Wiedenhoft
Safe Schools: A Descriptive Study Examining How To Prevent Peer-To-Peer Sexual Misconduct In K-12 Schools, Crystal R. Bell, Kristine Herakovich-Curtis, Elizabeth Terrier, Leah Wiedenhoft
Doctor of Education Capstones
In response to a problem of practice presented by the non-profit Stop Sexual Assault in Schools (SSAIS), this study examines what training and resources K-12 Title IX Coordinators and school administrators need to prevent and effectively address peer-to-peer sexual harassment and assault. Grounded in Improvement Science, we partnered with SSAIS to address a real-world dilemma. Through the theoretical lens of the Social-Ecological Framework, a descriptive study was conducted using quantitative and qualitative methodologies to study changes needed to reduce peer-to-peer sexual misconduct in schools. Data were collected through focus group interviews and a Nearpod questionnaire with a national sample. Relying …
A Mixed Methods Program Evaluation Of Chronic Absenteeism Interventions At Caroline High School, Amanda M. Harper, Dana L.G. Chen, Melissa A. Bugaj, William J. Pettus, Patrick H. Simmons
A Mixed Methods Program Evaluation Of Chronic Absenteeism Interventions At Caroline High School, Amanda M. Harper, Dana L.G. Chen, Melissa A. Bugaj, William J. Pettus, Patrick H. Simmons
Doctor of Education Capstones
This mixed methods program evaluation examines interventions targeting chronic absenteeism at Caroline High School, where being absent for 10% or more of the school year impacts student success. Combining student surveys, parent interviews, and a staff focus group, the study identifies absenteeism trends and evaluates interventions related to student attendance attitudes and behaviors. Findings indicate these interventions have significantly reduced chronic absenteeism, with emphasis on positive reinforcements. The research illustrates absenteeism's complexities, which then in turn require diverse strategies that address both individual student and systemic factors. This Capstone offers insights and recommendations for tackling chronic absenteeism and aims to …
Bottling The “Secret Sauce”: Capturing The Heart Of The East End At Peter Paul Development Center, Melissa E. Abban, Melissa Buckley, Marie Garrenton, Latonja Y. Wright
Bottling The “Secret Sauce”: Capturing The Heart Of The East End At Peter Paul Development Center, Melissa E. Abban, Melissa Buckley, Marie Garrenton, Latonja Y. Wright
Doctor of Education Capstones
Peter Paul Development Center (Peter Paul) submitted a Request for Assistance (RFA) to obtain support from a Virginia Commonwealth University Doctorate of Educational Leadership (EdD) Capstone team with documenting programming and principles and evaluating them consistently. To address this request, the team analyzed the context and problem of practice through document review, empathy interviews, partner discussions and site visits. The literature review helped the team design and conduct research, fieldwork, and data analysis to support Peter Paul in standardizing procedures and programs, fostering a culture of institutional knowledge, and effectively communicating impact to stakeholders. The team used a Convergent Parallel …
Health-Based Urban Design And Planning Interventions; Maximizing Harmony, Vitality, And Wellness In Hopewell, Virginia, Suzanne K. Yeats
Health-Based Urban Design And Planning Interventions; Maximizing Harmony, Vitality, And Wellness In Hopewell, Virginia, Suzanne K. Yeats
Master of Urban and Regional Planning Capstone Projects
Urban planners as practitioners work to create a more progressive future while simultaneously redressing the past. This tension is found in many cities, including the City of Hopewell, Virginia where city planners, managers, economic developers work passionately for positive change. In Hopewell, there has been almost no population growth since 1970 and existing health outcomes are alarming. In every determinant of health category (medical, psychological, or social), this city falls below the state and national average. This health-based urban design and planning intervention capstone challenges the status quo by flipping the paradigm and placing the health of all residents first …
Doing A Good Search: Basic Rules And Search Tips, Roy E. Brown
Doing A Good Search: Basic Rules And Search Tips, Roy E. Brown
VCU Libraries Faculty and Staff Publications
This updated handout, previous version published in 2023, serves as a reference for individuals learning effective database search practices. It covers fundamental search principles, including Boolean operators, question types, and potential databases for various questions for assignments or in the clinical environment. Notably, this version incorporates a diagram illustrating the search process.
Remember, the search process is iterative, involving repeated cycles of refinement. Your approach will vary depending on the specific question you're trying to answer.
Update of Doing a Good Search: Basic Rules and Search Tips (2023)
The original version appeared in the following article:
McGrath, J. M., Brown, …
Trends, Challenges, And Evidence-Based Strategies For School Dropout Prevention In Virginia, David B. Naff, Thea Racelis, Regina Frazier, Meleah Ellison, Christina Tillery, Andy Bristow, Audra P. Lancaster, Sabrina Evans, Leah Wiedenhoft, Dina Abdul Rahman, Sharrie Merritte, Karli Johansen, Sooyeon Moon, Jean Samuel, Tara Davison
Trends, Challenges, And Evidence-Based Strategies For School Dropout Prevention In Virginia, David B. Naff, Thea Racelis, Regina Frazier, Meleah Ellison, Christina Tillery, Andy Bristow, Audra P. Lancaster, Sabrina Evans, Leah Wiedenhoft, Dina Abdul Rahman, Sharrie Merritte, Karli Johansen, Sooyeon Moon, Jean Samuel, Tara Davison
MERC Publications
This MERC research and policy brief explores school dropout prevention by focusing on recent trends and research. It addresses the following questions:
1) What are recent trends in school dropout?
2) What factors contribute to school dropout?
3) What are the consequences and implications of school dropout?
4) What are evidence-based strategies for school dropout prevention?
5) What are federal, state, and division-level policies related to school dropout prevention in the MERC region?
It concludes with a series of key takeaways and recommendations.
Frozen By Worry And Fatigue? A Mixed Methods Approach To Understanding The Lived Experiences Of Freezing Of Gait, Sarah M. Ghose
Frozen By Worry And Fatigue? A Mixed Methods Approach To Understanding The Lived Experiences Of Freezing Of Gait, Sarah M. Ghose
Theses and Dissertations
This study utilized a mixed methods emergent, phenomenological approach to (1) understanding the lived experience of freezing of gait for individuals diagnosed with Parkinson’s Disease and (2) determining the role of anxiety and sleep in freezing of gait outcomes. Participants included 13 adults diagnosed with Parkinson’s Disease (N=14 for qualitative data, N=13 for quantitative data; 23.1% female-identifying, 76.9% male-identifying) who were predominantly white (92.3%) with an average age of 69 years (SD = 6.73 years). Data collection consisted of semi-structured interviews, self-report measures, actigraphic sleep data, and salivary alpha amylase biomarker collection. Results are organized into …
The Role Of Sleep And Social-Ecological Supports In The Association Between Racial Discrimination And Cardiometabolic Risk In Black Youth, Jelaina R. Shipman-Lacewell
The Role Of Sleep And Social-Ecological Supports In The Association Between Racial Discrimination And Cardiometabolic Risk In Black Youth, Jelaina R. Shipman-Lacewell
Theses and Dissertations
Black youth are at an increased risk for poor short and long-term cardiometabolic health, including obesity, hypertension, and type 2 diabetes. Racial discrimination and poor sleep are theorized as key factors contributing to cardiometabolic health. While adult studies support sleep as a pathway through which discrimination is associated with health, there is a critical gap in our knowledge of this pathway in youth. Socio-ecological supports may protect Black youth against stressors, including racism. However, studies of the protective nature of these factors in Black youth have primarily focused on psychological and behavioral outcomes. Thus, the current study built upon previous …
From Suicidal Ideation To Suicide Attempt: Clarifying The Role Of Painful And Provocative Events, Mallory Stephenson
From Suicidal Ideation To Suicide Attempt: Clarifying The Role Of Painful And Provocative Events, Mallory Stephenson
Theses and Dissertations
The Interpersonal-Psychological Theory of Suicide hypothesizes that capability for suicide is acquired in part through exposure to physically painful and/or fear-inducing experiences, referred to as painful and provocative events (PPEs). Studies of PPE exposure offer an opportunity to characterize potential targets for suicide prevention and inform efforts to identify individuals at elevated suicide risk. However, the literature on PPE exposure and risk for suicidality has been limited by a reliance on cross-sectional designs, lack of genetically informed research, inclusion of risk-taking behaviors as potential PPEs, and focus on risk over resilience. In this dissertation, we aimed to address these knowledge …
The Influence Of Flavor On The Abuse Liability Of A Heated Tobacco Product And Its Feasibility As A Menthol Cigarette Substitute, Augustus White
The Influence Of Flavor On The Abuse Liability Of A Heated Tobacco Product And Its Feasibility As A Menthol Cigarette Substitute, Augustus White
Theses and Dissertations
Heated Tobacco Products (HTPs) purport to expose people that use cigarettes to fewer of the harmful or potentially harmful constituents of tobacco while still delivering reinforcing amounts of nicotine (Auer, Concha-Lozano et al., 2017). An exemplar of the HTP class, IQOS, and its three varieties of “HeatSticks” have been authorized by the Food and Drug Administration (FDA) as “Modified Risk Tobacco Products” (MRTP). However, as the FDA is planning to ban menthol as a characterizing flavor in cigarettes, questions remain regarding whether characterizing flavors should be permitted in HTPs (FDA, 2022e). New evidence regarding HTP abuse liability (i.e., the likelihood …
Living The American Dream? College Experiences Of Undocumented Students In An Era Of Rising Xenophobia And Political Turmoil, Sandra Y. Ting Ph.D.
Living The American Dream? College Experiences Of Undocumented Students In An Era Of Rising Xenophobia And Political Turmoil, Sandra Y. Ting Ph.D.
Theses and Dissertations
This research study sought to deepen the understanding of the journeys of undocumented and DACAmented college students in an era of escalated xenophobia and political unrest. Three noteworthy themes emerged from the sentiments expressed by participants. The experiences they described included: 1) the turmoil of undocumented status eliciting unique and empowering demonstrations of resourcefulness, creativity, and self-advocacy, 2) motivation and stress from their respective citizenship statuses existing as two mutually dependent facets of a unified whole, 3) a community of support from other undocumented and/or DACAmented peers as a necessity for wellbeing. These critical outcomes culminate in the conditioning to …
Shinners, Alexis E. Mabry
Shinners, Alexis E. Mabry
Theses and Dissertations
Shinners is a project that aims to examine the position of women in subcultures and capture conversations of women in subcultural sports. Within feminism, sociological constructs, campy horror, and personal experience I am manifesting the physical and mental obstacles faced in the subcultural sport of Bicycle Motocross (BMX) through photography, painting, collage, video, and sculpture. I interpret images posted to social media of injuries obtained while riding BMX as forms of empowerment, bodily gore as extreme evidence of participation, performative violence, valorizing the understanding of both the physical and psychological pain of failure, and the use of failure as a …
Validation Of A Screening Tool For Sleep Apnea In Children, Brandon Khor
Validation Of A Screening Tool For Sleep Apnea In Children, Brandon Khor
Theses and Dissertations
Objective: The aims of this study were to (1) determine the ability of a pediatric obstructive sleep apnea (POSA) questionnaire to identify high-risk patients through confirmation with an at-home sleep apnea test (HSAT) and (2) to evaluate the correlation between high-risk patients as identified by the questionnaire (PM-STOP-Bang) and an already validated POSA screening tool.
Methods: Orthodontic patients aged 12-17 who met the inclusion criteria were consecutively enrolled in the study (n=16). At the initial orthodontic appointment, the clinician filled out the PM-STOP-Bang questionnaire. Subsequently, participants were invited to complete a one-night HSAT (WatchPat, WP-Itamar-Medical, Caesarea, Israel), which recorded diagnostic …
Using Natural Language Processing To Understand The Lived Experiences Of People Identifying With Adhd: What Themes Emerge In Social Media Posts?, Gabby C. Scalzo
Using Natural Language Processing To Understand The Lived Experiences Of People Identifying With Adhd: What Themes Emerge In Social Media Posts?, Gabby C. Scalzo
Theses and Dissertations
Compared to the amount of research conducted on how to identify and understand children with Attention-Deficit Hyperactivity Disorder (ADHD), there has been relatively little work done to understand the lived experiences of adults with ADHD. Increased understanding of how adults with ADHD conceptualize themselves in the context of their diagnosis would help clinical experts tailor research and treatments to better serve these communities. However, there are several barriers towards conducting high-quality qualitative research, including time- and labor-intensity. This study, informed by qualitative research traditions, used innovative data sources (i.e., social media) and analytic techniques (i.e., machine learning) to reduce these …