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Zeus Network And The Commercialization Of Conflict: A Critical Analysis Of Exploitation, Representation, And Reality Television, Delante Clark Aug 2026

Zeus Network And The Commercialization Of Conflict: A Critical Analysis Of Exploitation, Representation, And Reality Television, Delante Clark

Graduate Scholarship and Creative Works

This study examines Zeus Network as a prominent example of the commercialization of conflict within contemporary digital media. Through reality based programming that frequently emphasizes confrontation, public humiliation, emotional volatility, and interpersonal disputes, the network has cultivated a profitable entertainment model built upon spectacle and controversy. Drawing upon conflict theory, critical race theory, and media sociology, this paper investigates whether Zeus functions as a platform for cultural representation and economic opportunity or as a system that monetizes dysfunction for audience consumption. Particular attention is given to the portrayal of Black women and Black communities, whose experiences often become central to …


Corazón De Nopal, Alma De Monarca: The Invisible Workforce, Vanessa Estrada Garza Aug 2026

Corazón De Nopal, Alma De Monarca: The Invisible Workforce, Vanessa Estrada Garza

McNair Summer Research Program

In many parts of the United States, Day Laborers, people who work for a daily wage, congregate in front of home improvement stores in the hopes that the customers buying materials are also in need of labor. Day laborers, who are mostly Latino men, experience a plethora of adversities (e.g., wage theft, discrimination based on status or race, on-site injuries). However, it is also important to understand day laborers’ experiences within the current sociopolitical climate (Fernandez-Esquer et al., 2022; Ramirez, 2011; Ordoñez, 2015; Walter et al., 2004). At times the stories and humanity of these individuals outside of their labor …


Lived Experience Of Secondary School Teachers During The Covid-19 Pandemic, Diane R. Lovett Aug 2026

Lived Experience Of Secondary School Teachers During The Covid-19 Pandemic, Diane R. Lovett

Walden Dissertations and Doctoral Studies

The study emphasizes the need for a deeper understanding of secondary school teachers' experiences during the COVID-19 pandemic, particularly focusing on their challenges during the transition back to in-person instruction after teaching online. The purpose of this phenomenological study explored the experiences of U.S. secondary teachers during the onset of COVID-19, the shift to virtual teaching, and the return to in-person instruction. The study was grounded in Bandura’s (1986) social cognitive theory, specifically the concept of observational learning and self-efficacy, to understand how teachers learned from peer successes and challenges during the transition to virtual learning and when returning to …


The Relative Strength Of Justice-Related Satisfaction, Posttraumatic Maladaptive Beliefs, And Self-Compassion In Predicting Perceived Control Over Stressful Events, Katherine Mooney Aug 2026

The Relative Strength Of Justice-Related Satisfaction, Posttraumatic Maladaptive Beliefs, And Self-Compassion In Predicting Perceived Control Over Stressful Events, Katherine Mooney

Walden Dissertations and Doctoral Studies

Coercive control and domestic violence perpetrated by men against women are global social problems sustained by patriarchal norms that normalize gender-based violence. These norms often contribute to victims' maladaptive self-beliefs, leading women to believe they provoked the abuse. When survivors seek legal protection, they may experience revictimization through legal processes that minimize their claims and enable perpetrators to continue exerting power and control through the justice system. As a result, dissatisfaction with the legal system may reinforce self-blame, while low self-compassion may further undermine women's perceived control over stressful events in both the short and long term. While previous research …


Adults’ Lived Experiences With Placement In Child Protective Services During Adolescence, Michaela First Haynes Aug 2026

Adults’ Lived Experiences With Placement In Child Protective Services During Adolescence, Michaela First Haynes

Walden Dissertations and Doctoral Studies

Perceptions of safety and emotional support during involvement with child protective services (CPS) during adolescence may play a significant role in shaping attachment experiences and relationships in adulthood. Although researchers have examined the effects of child maltreatment and foster care involvement, limited research has explored how adolescents perceive emotional support and safety during CPS involvement and how those experiences influence attachment in adulthood. The purpose of this qualitative study was to explore the lived experiences of adults who experienced CPS involvement during adolescence and to understand how perceptions of safety and emotional support are reflected in their adult attachment relationships. …


Staff Education To Improve Clinical Staff Knowledge, Confidence, And Use Of The Patient Health Questionnaire-9 (Phq-9) In Outpatient Depression Screening, Madjou Stella Ngantche Aug 2026

Staff Education To Improve Clinical Staff Knowledge, Confidence, And Use Of The Patient Health Questionnaire-9 (Phq-9) In Outpatient Depression Screening, Madjou Stella Ngantche

Walden Dissertations and Doctoral Studies

Depression is one of the most common mental health conditions encountered in outpatient practice, yet inconsistent use of standardized screening tools contributes to missed opportunities for early identification and intervention. In outpatient settings, nurses and other clinical staff are often responsible for administering depression screenings; however, many lack formal education on the standardized use of the Patient Health Questionnaire-9 (PHQ-9). To address this practice gap, this Doctor of Nursing Practice (DNP) staff education project was implemented in an outpatient setting to determine whether staff education on the use of the PHQ-9 would improve staff knowledge, confidence, and intent to use …


Probation Officers’ Experiences Supervising Domestic And Intimate Partner Violent Probationers, Megan Davis Aug 2026

Probation Officers’ Experiences Supervising Domestic And Intimate Partner Violent Probationers, Megan Davis

Walden Dissertations and Doctoral Studies

This study includes insights regarding potential supervision challenges that are faced by probation officers overseeing domestic and intimate partner violence (IPV) probationers, emphasizing the importance of effective management to enhance offender accountability and victim safety. The relationship dynamic between probation officers and domestic and IPV probationers influences recidivism rates, highlighting the importance of effective and empathetic supervision. The purpose of this study was to identify gaps in training, supervision strategies, and resources, with a focus on integrating attachment-based practices to improve outcomes. Guided by the attachment theory, the research included key questions about supervision effectiveness and relational dynamics. Employing a …


How Philip K. Dick Used The Unreliable Narrator To Transport Unwitting Acolytes, Michael Barros, Jordi Smith Aug 2026

How Philip K. Dick Used The Unreliable Narrator To Transport Unwitting Acolytes, Michael Barros, Jordi Smith

Dialogue: The Interdisciplinary Journal of Popular Culture and Pedagogy

This essay examines the use of the unreliable narrator to transport the reader into narrative worlds, specifically in Philip K. Dick's fiction. By exploring the phenomenon of narrative transportation and the role of emotions in engagement with fiction, we argue that Dick's use of the unreliable narrator significantly engages and transports readers into his narrative worlds. Subsequently, we contend that his belief in the fundamental reality of those worlds is effectively positioning himself as a gatekeeper and mediator between the narrative world and the real world, which sets him, in his mind, as a prophet, using fiction as a tool …


Integrating Matrescence Into Birth Worker Practice: A Practice Improvement Project, Kelsey B. Green Aug 2026

Integrating Matrescence Into Birth Worker Practice: A Practice Improvement Project, Kelsey B. Green

Doctor of Nursing Practice (DNP) Projects

Background: Perinatal mood and anxiety disorders (PMADs) affect 20–25% of mothers worldwide and are a leading cause of maternal complications. Stigma, fragmented care, and limited provider training leave families vulnerable, while birth workers offer trusted, continuous support.

Problem: Birth workers' maternal mental health (MMH) training is minimal and often excludes matrescence, the developmental transition to motherhood, limiting their ability to distinguish normal adjustment from clinical PMADs and delaying intervention.

Methods: A single-group, pre-/post-test design evaluated a matrescence-informed workshop at Roots Community Health's 2nd Annual Symposium. Anonymous surveys measured knowledge, attitudes, and confidence, analyzed with Mann–Whitney U, Wilcoxon signed-rank tests, and …


Spatial Abilities In Down Syndrome: A Comparison Of Mental Rotation And Perspective Taking, Edward C. Merrill, Yingying Jennifer Yang, Frances Conners, Beverly Roskos, Stephanie Grinshpun, Samantha Zakrzewski, Matthew Baker Aug 2026

Spatial Abilities In Down Syndrome: A Comparison Of Mental Rotation And Perspective Taking, Edward C. Merrill, Yingying Jennifer Yang, Frances Conners, Beverly Roskos, Stephanie Grinshpun, Samantha Zakrzewski, Matthew Baker

Department of Psychology Faculty Scholarship and Creative Works

Introduction: Mental rotation and spatial perspective taking are two key spatial abilities and are integral to one's everyday life. This study compared performance on these two abilities between adolescents and young adults with Down syndrome (DS) and typically developing (TD) children.

Methods: Twenty-three participants with DS and twenty-three TD children were matched using Raven's progressive matrices ability scores. Two experimental tasks measured each spatial ability, and combined scores were calculated for mental rotation and perspective-taking, respectively.

Results: Participants with DS did not differ significantly from their TD counterparts in perspective-taking. However, the groups differed significantly in mental rotation, with participants …


A Poetic Call For And A Reflection And Commentary On Clarity, Understanding, Hope, Courage, And Compassion, Carroy U. Ferguson Aug 2026

A Poetic Call For And A Reflection And Commentary On Clarity, Understanding, Hope, Courage, And Compassion, Carroy U. Ferguson

Psychology Faculty Publication Series

Finding a published poem I had written as a teenager, titled “The Heavens Weep.” this article uses that poem as the basis for a commentary that reflects on the state of the world today (2026),  As a commentary, the article uses the poetic and metaphoric words in the poem as a relevant "reality check" for what is still going on today.  In essence, the commentary is about a call for Clarity, Understanding, Hope, Courage, and Compassion, or what I call Archetypal Energies, Higher Vibrational Energies that operate deep within our individual and collective psyches to creatively urge us to "see" …


Generation X’Sperspectives On Indonesian National Pride: A Reflexive Thematic Analysis, Rizal Kurniawan, Sartana Sartana, Avin Fadhila Helmi Aug 2026

Generation X’Sperspectives On Indonesian National Pride: A Reflexive Thematic Analysis, Rizal Kurniawan, Sartana Sartana, Avin Fadhila Helmi

The Qualitative Report

Having a sense of national pride is crucial for the well-being and progress of a country. It plays a vital role in the overall development of a nation and its people. Generation X (individuals born between 1960 and 1980) in Indonesia have experienced many national events and these events influence how they feel about being part of Indonesia. However, empirical research has not shown which events are sources of pride for them. Our study identifies sources of national pride for Generation X in Indonesia. The research data was collected using an open questionnaire and analyzed using a reflexive thematic analysis …


Reflections On Focus Group Participant Recruitment In An Indian Youth Mental Health Study, Debanjali Saha, Ketoki Mazumdar Aug 2026

Reflections On Focus Group Participant Recruitment In An Indian Youth Mental Health Study, Debanjali Saha, Ketoki Mazumdar

The Qualitative Report

In this article, I (DS) critically reflected on my journey as an Indian graduate student while navigating dissonant expectations versus reality from the planning to data collection phase of my doctoral research, especially the challenges involved in the participant recruitment process for focus group discussions. The goal of my study was to understand the narratives of various stakeholders of the Indian higher education community on students’ mental health on Indian college campuses using Participatory Action Research strategy with the help of focus group discussions. Recruiting participants was a crucial first step in this endeavor. Six FGDs were conducted with a …


How Followers Respond To Leader Differentiation: The Importance Of Considering All Leader Differentiation Properties, Yuchuan Liu, Gary John Greguras Aug 2026

How Followers Respond To Leader Differentiation: The Importance Of Considering All Leader Differentiation Properties, Yuchuan Liu, Gary John Greguras

Research Collection Lee Kong Chian School Of Business

A central tenet of many leadership theories is that leaders treat their followers differently. Although leader differentiation is ubiquitous, its effects on leaders and followers are not well understood and theory and research have not simultaneously considered its three key properties: Leader–member exchange (LMX) differentiation, LMX quality, and LMX social comparison. We developed a theoretical model in which these three properties interact to influence followers’ supervisory interactional justice perceptions and subsequently their supervisor-directed deviance and supervisor-directed organizational citizenship behaviors (OCBs). To test our model, we conducted a pre-registered experiment (Study 1), a single-level, multi-wave study (Study 2), and a multilevel, …


A Quantitative Exploration Of Public School Teachers’ Colorblind Racial Attitudes And Their Teaching Practices, Lindsey Dopheide Aug 2026

A Quantitative Exploration Of Public School Teachers’ Colorblind Racial Attitudes And Their Teaching Practices, Lindsey Dopheide

Dissertations

Teachers play a significant role in shaping student’s academic experiences, social development, and understanding of race and diversity within school settings. Because schools function as important sites of racial socialization, teachers’ beliefs about race may influence how they interpret student behavior, respond to inequities, select instructional practices, and engage with culturally diverse classrooms. One framework that has received increasing attention within psychological and educational research is colorblind racial ideology (CBRI) which reflects the minimization or denial of the continuing significance of race and racism in society. Colorblind racial ideology has been identified in prior literature as a dominant framework for …


Nicotine Aerosol Self-Administration And Reward Potentiation: Using A Preclinical Model Of Vaping To Investigate The Stimulus-Enhancing Properties Of Nicotine, Kiernan T. Callister Aug 2026

Nicotine Aerosol Self-Administration And Reward Potentiation: Using A Preclinical Model Of Vaping To Investigate The Stimulus-Enhancing Properties Of Nicotine, Kiernan T. Callister

All Graduate Theses and Dissertations, Fall 2023 to Present

Tobacco use is the leading cause of preventable disease and death in the United States and worldwide. Nicotine, the primary component of tobacco, is responsible for the addiction to tobacco and nicotine products, such as Electronic Nicotine Delivery Systems (ENDS). The widespread consumption of these products is motivated by several complex properties of nicotine, such as its ability to increase the rewarding value of stimuli in the environment. Although reward enhancement has been demonstrated via smoking and other forms of nicotine intake, it is unclear if these effects extend to electronic cigarettes. The present study used an animal model of …


Beyond The Binary: The Intersection Of Substance Use And Lgbtq+ Identity, Allyana Musa Aug 2026

Beyond The Binary: The Intersection Of Substance Use And Lgbtq+ Identity, Allyana Musa

Educational Specialist, 2020-current

Substance use among LGBTQ+ youth remains a significant public health concern, with rates of alcohol, marijuana, and other substance use consistently exceeding those of their heterosexual peers. This systematized review examines the literature on substance use interventions for LGBTQ+ youth, with a focus on identifying the program components and theoretical orientations associated with effective and affirming outcomes. Following PRISMA guidelines, a systematic search of ERIC and PsycINFO was conducted to identify peer-reviewed studies published between 2016 and 2026 that addressed substance use among LGBTQ+ youth. Eligible studies included quantitative, qualitative, mixed methods, and conceptual research examining substance use, risk and …


A Systematized Review Of Parent Experiences With Special Education Placement In Rural Communities, Madeline Bishop Aug 2026

A Systematized Review Of Parent Experiences With Special Education Placement In Rural Communities, Madeline Bishop

Educational Specialist, 2020-current

Parents of children enrolled in special education programs often face unique challenges, particularly in rural settings where access to resources and communication with school personnel can be limited. This systematized review explores how rural school systems can best support parents during the special education process. A systematized review of articles published between 2005 and 2025 was conducted. A thematic analysis of 20 articles revealed 3 themes following the review: benefits and barriers to rural special education, professional relationships, and parents’ strain and appreciation. Overall findings highlight the importance of the experiences between parents and school personnel regarding special education. Limited …


Finding Balance: School-Based Yoga Interventions And Their Alignment Within Multi-Tiered Systems Of Support, Ursula Vogt Aug 2026

Finding Balance: School-Based Yoga Interventions And Their Alignment Within Multi-Tiered Systems Of Support, Ursula Vogt

Educational Specialist, 2020-current

School-based interventions that support emotional regulation and student well-being are increasingly emphasized within Multi-Tiered Systems of Support (MTSS). Yoga has emerged as a potential school-based practice; however, its outcomes, alignment with MTSS frameworks, and implementation characteristics remain unclear. This systematized review examined (a) psychological, emotional, and behavioral outcomes associated with school-based yoga interventions, (b) their alignment with Tier 1 and Tier 2 supports, and (c) implementation characteristics that support feasibility in school settings. A systematic search identified 21 U.S.-based studies, which were analyzed using thematic analysis. Findings indicated that yoga interventions were associated with improvements in emotional regulation, stress and …


Development And Validation Of A Multidimensional Measure Of Role Ambiguity: Integrating Nlp-Based Factor Analytic Techniques With Traditional Psychometrics, Md Allama Ikbal Sijan Aug 2026

Development And Validation Of A Multidimensional Measure Of Role Ambiguity: Integrating Nlp-Based Factor Analytic Techniques With Traditional Psychometrics, Md Allama Ikbal Sijan

Theses, Dissertations and Culminating Projects

This dissertation developed and validated the Multidimensional Role Ambiguity Scale (MRAS), a measure that separates role ambiguity into five subdimensions: goal/expectation/responsibility ambiguity, process ambiguity, priority ambiguity, behavior ambiguity, and performance criterion ambiguity. Although role ambiguity is one of the most studied role stressors in organizational research, it has been measured largely as a single global score, a practice that masks differences among its facets and may explain the inconsistent criterion relationships reported in prior work. Scale development followed the three-step framework of Singh and Rhoads (1991). Thirty items were generated from working definitions grounded in role theory, and fifteen research …


Using Photovoice And Life Course Theory To Understand The Lived Experiences Of Filipino Teenage Parents, Nina Linly D. Capulong, Liane Peña Alampay, Bernice Landoy Mamauag, Jennel Drezza Fe C. Reyes Aug 2026

Using Photovoice And Life Course Theory To Understand The Lived Experiences Of Filipino Teenage Parents, Nina Linly D. Capulong, Liane Peña Alampay, Bernice Landoy Mamauag, Jennel Drezza Fe C. Reyes

Psychology Department Faculty Publications

Teenage parents face the unique challenge of simultaneously navigating adolescence and parenthood. Rising adolescent pregnancy rates in the Philippines necessitate urgent efforts to better understand and support them. Using Photovoice, Filipino teenage parents captured their lived experiences through photographs, resulting in eight themes: (1) Managing stresses and conflicts in partner relationships, (2) Peers as a source of emotional support, (3) Support and strain in family relationships, (4) Shifts in normative adolescent experiences and priorities, (5) Strain and agency in balancing roles, (6) Desire to enhance parenting knowledge and skills, (7) Environmental drivers of early sexual exposure, (8) Sexual knowledge from …


The Augmented Matching Law, Matias A. Avellaneda Aug 2026

The Augmented Matching Law, Matias A. Avellaneda

All Graduate Theses and Dissertations, Fall 2023 to Present

Every living organism, including humans, has a finite amount of time available: 24 hours in a day, 365 days in a year, and a certain number of years in its life. At every moment, such an organism will be engaging in one of a multitude of possible activities, such as eating, sleeping, or reading this dissertation. We use the term choice to denote the way in which the organism distributes its time among all these activities, and some of these choice patterns are more beneficial to the organism than others, showcasing the importance of understanding the mechanisms underlying choice. A …


"Always Online, Never At Ease: Fear Of Missing Out (Fomo) As A Partial Mediator Between Adverse Childhood Experiences (Aces) And Physical Health, Psychological Functioning, And Psychosocial Adjustment Among College Students", Evelyn Pensamiento Aug 2026

"Always Online, Never At Ease: Fear Of Missing Out (Fomo) As A Partial Mediator Between Adverse Childhood Experiences (Aces) And Physical Health, Psychological Functioning, And Psychosocial Adjustment Among College Students", Evelyn Pensamiento

Psychological Science Undergraduate Honors Theses

Adverse Childhood Experiences (ACEs) are potentially traumatic events, such as abuse, neglect, and household disruption, that occur during the first 18 years of life. ACEs have been found to be strongly linked to negative outcomes, such as poor physical health, poor mental health, low self-esteem, low emotion regulation, poor college adjustment, low life satisfaction, and low social connectedness, and high loneliness (Felitti et al., 1998; Carbonell et al., 2018; Cloitre et al., 2019; Mosley-Johnson et al., 2018; Yayan et al., 2019). Previous literature suggests that fear of missing out (FoMO) may help explain some of the negative consequences of ACEs …


Exploring Rural Culture And Gambling Harm Among Young Adults In Central Appalachia, Noah S. Anderson, James P. Whelan, Meredith K. Ginley Aug 2026

Exploring Rural Culture And Gambling Harm Among Young Adults In Central Appalachia, Noah S. Anderson, James P. Whelan, Meredith K. Ginley

Appalachian Student Healthcare Research Review

Background: Gambling-related harms are increasing among young adults, yet limited research has examined how rural cultural identity shapes gambling engagement and associated harms. Appalachia is a predominantly rural region with distinct cultural values, limited behavioral health access, and increasing exposure to legalized and informal gambling opportunities.

Purpose: This study examined whether Appalachian self-identification and affective states are associated with gambling engagement and gambling-related harm among college students residing in central Appalachia.

Methods: Participants were 395 undergraduate students recruited from a central Appalachian public university who completed an online survey assessing Appalachian self-identification, gambling engagement, gambling-related symptom severity (Problem Gambling Severity …


Love’S Dialects: Proposed Additions In Emotionally Focused Therapy For Intercultural Couples, Nicola Heurich Aug 2026

Love’S Dialects: Proposed Additions In Emotionally Focused Therapy For Intercultural Couples, Nicola Heurich

Dissertations

Intercultural romantic relationships have become an increasingly prominent feature of contemporary society due to globalization, migration, and cross-cultural exchange (Livingston & Brown, 2017). However, these partnerships are also associated with elevated levels of relational distress and higher rates of conflict, separation, and divorce, underscoring the need for culturally responsive approaches in couple therapy (Bustamante et al., 2011; Genç & Su, 2021).

Research on intercultural couples remains limited both within and beyond Emotionally Focused Therapy (EFT), and despite increased recognition of cultural factors, there is still insufficient guidance on navigating differing cultural contexts within a dyad (Linhof & Allan, 2018).

The …


The Price Of Possessiveness: How Parental Materialism Undermines Child Psychological Wellbeing, Miao Li Aug 2026

The Price Of Possessiveness: How Parental Materialism Undermines Child Psychological Wellbeing, Miao Li

Sociology Publications

Materialism, a value system that places the pursuit of possessions at the core of happiness and life meaning, is a dominant cultural force in modern societies. While its associations with individual well-being are well-documented, its intergenerational implications remain understudied. This study conceptualizes materialism as a potential family stressor contributing to the intergenerational transmission of stress. An intergenerational crossover model of materialism was tested using data from 1,996 parent-child pairs in Zhengzhou, China. Results indicate that higher parental materialism is associated with stronger materialistic values in children, weaker family relationships, and more frequent parental comparisons, each of which is linked to …


Impact Of Repeated Serotonin 6 Receptor Activation On Weight And Anxiety In C57bl/6j And Btbr Mice, Pedro Flores Aug 2026

Impact Of Repeated Serotonin 6 Receptor Activation On Weight And Anxiety In C57bl/6j And Btbr Mice, Pedro Flores

Electronic Theses, Projects, and Dissertations

Selective Serotonin Reuptake Inhibitors (SSRI) are the most common form of medication prescribed to people with anxiety disorders. One of the most common side effects is weight gain. This weight gain often leads to the suspension of treatment. This has led to studies focusing on specific serotonin (5-HT) receptor targets for modulating depression and anxiety. Studies examining 5-HT6 antagonist treatment have shown that they reduce body weight as well as produce brain specific changes. Less is known regarding 5-HT6 receptor agonists, although previous literature has shown that exposure to high doses produces weight loss but not at lower doses, while …


The Ambivalent Wisdom Of Moral Disgust, Brandon Yip Aug 2026

The Ambivalent Wisdom Of Moral Disgust, Brandon Yip

Research Collection School of Social Sciences

This paper has two aims. First, to provide a positive account of moral disgust. I suggest that moral disgust is a response to acts that are socially corrosive, namely, acts that undermine the normative structure to which an agent is attuned. I support this analysis with two lines of evidence: (1) moral disgust serves the important function of guarding normative structures from socially corrosive actions and (2) the analysis provides an illuminating explanation of moral disgust in a wide variety of cases. The secondary aim of this paper is to probe the normative implications of my positive account. I suggest …


Global Prevalence Of Depression Among University Students: A Comprehensive Umbrella Review, Gilda Yun Kai Sam, Xun Ci Soh, Harshitha Balaji, Gabriel X. D. Tan, Shu Fen Diong, Meilan Hu, Andree Hartanto, Nadyanna M. Majeed Aug 2026

Global Prevalence Of Depression Among University Students: A Comprehensive Umbrella Review, Gilda Yun Kai Sam, Xun Ci Soh, Harshitha Balaji, Gabriel X. D. Tan, Shu Fen Diong, Meilan Hu, Andree Hartanto, Nadyanna M. Majeed

Research Collection School of Social Sciences

Depression has become a major concern for educational institutes due to its increasing incidence and detrimental impacts on students’ well-being. However, its global prevalence in the context of tertiary education remains unclear. This umbrella review summarised existing meta-analyses and systematic reviews to examine the worldwide prevalence of depression among university students. Several sociodemographic and methodological factors, including differences in depression prevalence before, during, and after COVID-19, were examined as moderators. Structured and exhaustive searches were conducted in five bibliographic databases and five journals, alongside two sources of grey literature. A total of 61 meta-analyses and systematic reviews were included in …


When The Best-Fit Model Is Not Best: The Glass Slipper Fallacy And Latent Growth Mixture Modelling, Jonathan L. Chia, Markus Wettstein, Andree Hartanto Aug 2026

When The Best-Fit Model Is Not Best: The Glass Slipper Fallacy And Latent Growth Mixture Modelling, Jonathan L. Chia, Markus Wettstein, Andree Hartanto

Research Collection School of Social Sciences

Despite the use of latent growth mixture modelling (LGMM) to study longitudinal changes, existing practices may inadvertently impede this very investigation. Although subgroup trajectories may theoretically differ in their structure (e.g., some subgroups being linear, some curvilinear), the current convention advocates overreliance on the baseline model to derive subsequent profile trajectories, which may obscure these structural differences. In this article, we provide a brief description of extant LGMM practices, after which we explicate the pitfalls of the current approach. Finally, we provide a principled approach for LGMM research moving forward. Specifically, we recommend specifying a set of theoretically plausible models …