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Family-Based Support As Social Determinants Of Health Protective Factor On Depression Of Parents Of Children With Autism Spectrum Disorder, Bisola E. Duyile Jan 2023

Family-Based Support As Social Determinants Of Health Protective Factor On Depression Of Parents Of Children With Autism Spectrum Disorder, Bisola E. Duyile

Theses and Dissertations

All parents experience challenges in their caregiving roles (Barańczuk & Pisula, 2020). However, parents raising a child/children with disabilities experience different social barriers (Oliver, 1996) that may also contribute to additional stressors in their caregiving role (Tomeny, 2016). Although these parents, on average, have reported greater symptoms of depression than parents of typically developing children, research shows that parents who reported receiving social support had lower symptoms of depression and stress (Das et al., 2017; Singh et al., 2017). Through the social determinants of health (SDOH) framework (ODPHP, 2022), the present study investigated informal/family-based support and its protective impact on …


Out From Under: Wellness Design And Alternative Therapies For Anxiety And Depression, Emily J. Adams Jan 2022

Out From Under: Wellness Design And Alternative Therapies For Anxiety And Depression, Emily J. Adams

Theses and Dissertations

This study explores a facility that combines wellness design strategies with alternative therapies that are not commonly available in the U.S., with the goal of supporting adults with anxiety and/or depression who are not comfortable seeking traditional care.


Examining Ayahuasca Constituents At 5-Ht2a Receptors In Search Of Antidepressant Action, Jeremy D. Rolquin Jan 2022

Examining Ayahuasca Constituents At 5-Ht2a Receptors In Search Of Antidepressant Action, Jeremy D. Rolquin

Theses and Dissertations

Recently, it has been reported that ligands of the 5-HT2A receptor can have drastic and fast-acting efficacy towards a number of different mental health disorders, such as depression and anxiety. A mixture of Amazonian plants calledayahuasca contains multiple compounds which have been shown to interact with the serotonergic system, and the 5-HT2Areceptor in particular.

The structurally similar compounds (DMT, harmine, harmaline, and tetrahydroharmine) found in ayahuasca were examined for differences in their physiochemical properties that might contribute to their binding affinity for the 5-HT2Areceptor. 3D Molecular modeling and docking studies of these compounds were …


Labor Union Affiliation And Its Influence On Psychological Well-Being And Depression, Waleed Y. Sami Jan 2022

Labor Union Affiliation And Its Influence On Psychological Well-Being And Depression, Waleed Y. Sami

Theses and Dissertations

The purpose of this quantitative study was to examine the influence labor union affiliation has on psychological well-being and depression. Poverty and income-inequality are large challenges within contemporary American society. Labor unions have historically mitigated income-inequality, promoted solidarity, and decent working conditions. There is growing research on their role as a social determinant of health and mental health. This present study sought to expand this nascent literature base and examine if labor union affiliation influenced psychological well-being (made up of six subscales) and a depression scale through a secondary cross-sectional data analysis, derived from the Wisconsin Longitudinal Study (WLS). A …


The Harm In Seeking Care: Assessing The Relationship Between Healthcare Discrimination And Healthcare Avoidance Behaviors In The Past Year And Since The Start Of The Coronavirus Pandemic In A Transgender And Gender Independent Sample, Kyle L. Mason Jan 2021

The Harm In Seeking Care: Assessing The Relationship Between Healthcare Discrimination And Healthcare Avoidance Behaviors In The Past Year And Since The Start Of The Coronavirus Pandemic In A Transgender And Gender Independent Sample, Kyle L. Mason

Theses and Dissertations

Background: Gender minorities encounter a myriad of barriers to accessing general and gender affirming healthcare. Financial disparities impacting affordability of healthcare costs and insurance-based denials for gender-affirming care are among prominent barriers discussed. Considerations of the prevalence of stigma, discrimination, and erasure of gender minority identities must not be neglected when seeking to understand healthcare accessibility and utilization in this population. Previous researchers have examined gender minority patients’ experiences of discrimination in healthcare settings and delaying care due to fear of discrimination. There is a dearth of knowledge about the relationship between lifetime exposure to varied forms of healthcare discrimination …


Straight Through My Heart, Raul A. Aguilar Canela Jan 2021

Straight Through My Heart, Raul A. Aguilar Canela

Theses and Dissertations

Straight through my heart is an exhibition that explores the concept of heartbreak as a socio-political phenomenon. Through the affect of sadness the thesis analyses the way in which subjects are formed under cognitive capitalism. Paying particular interest to the collateral effects of neoliberal culture —hyper-stimulation, self-exploitation, competition, and obsession with productivity—and the pathologies they create —depression, anxiety, body aches, fatigue— this work shifts the burden of sadness from the individual to the community. By doing so it proposes heartbreak as a public feeling.


Sleep Behaviors And Thoughts As Links Between Social Rhythmicity And Mental Health Outcomes, Sahar Sabet Jan 2020

Sleep Behaviors And Thoughts As Links Between Social Rhythmicity And Mental Health Outcomes, Sahar Sabet

Theses and Dissertations

Social rhythmicity refers to the regularity with which one engages in social and lifestyle activities. Considerable research has recognized that social rhythms have important implications for health and well-being. For example, disturbances in social rhythms are one potential factor that may contribute to the development of anxiety and depressive disorders. Existing research on social rhythm irregularity has heavily focused on its link with bipolar disorder and, to a lesser extent, with depression. Less is known about the association of social rhythms with anxiety or with subclinical levels of depression. Furthermore, it is unclear how social rhythms are tied to mental …


Comorbidity In Context: Identifying Patterns Of Depressive And Anxiety Symptoms In African American Early Adolescents, Kathryn Behrhorst Jan 2020

Comorbidity In Context: Identifying Patterns Of Depressive And Anxiety Symptoms In African American Early Adolescents, Kathryn Behrhorst

Theses and Dissertations

Depression and anxiety during adolescence includes symptoms of irritability, sleeplessness, feelings of guilt or worthlessness, worry, avoidance, and/or restlessness. Anxiety and depressive symptoms are often comorbid and are associated with impairments across academic, social, and emotional areas of functioning. No studies to date have examined patterns of depressive and anxiety symptoms together for African American adolescents using person-centered analyses. The current study examined patterns of symptoms and domains of anxiety and depression during early adolescence using latent profile analyses (LPA). A sample of 196 African American early adolescents in grades six through eight (Mage = 12.6; 50% female) were …


The Correlation Between Maternal Postpartum Depression And Child Psychopathology, T'Keyah I. Vaughan Jan 2020

The Correlation Between Maternal Postpartum Depression And Child Psychopathology, T'Keyah I. Vaughan

Theses and Dissertations

Background: Postpartum depression (PPD) is a phenomenon that affects nearly 10-15% of pregnancies in the US. It is characterized by depressed mood or anhedonia and lasting for more than 2 weeks. PPD changes how moms interact with family members and child-rearing behavior. Depression is a phenomenon that is also known to affect the psychopathology of children. However, the specifics of how postpartum depression impacts children remains controversial. Many studies do not control for major depressive disorder which makes it difficult to disentangle the impact depression has within the first year of life. Furthermore, other PPD risk factors may be confounding …


Social Jetlag, Depressive Symptoms, And Longitudinal Outcomes In College Students, Morgan P. Reid Jan 2019

Social Jetlag, Depressive Symptoms, And Longitudinal Outcomes In College Students, Morgan P. Reid

Theses and Dissertations

Social jetlag refers to the chronic shift in sleep timing between work and free days and has been associated with a variety of negative physical and psychological outcomes. Existing research on social jetlag has relied heavily on cross-sectional studies, preventing researchers and practitioners from assessing the effects of social jetlag over time. The current study used longitudinal data to explore the directionality of the association between social jetlag and depressive symptoms as well as the longitudinal associations between social jetlag, academic performance, and wellbeing in college students. Gender and race were also assessed as potential moderators of these associations. Cross-lagged …


Competing Strength-Based Models Of Trauma And Suicidality In A High-Risk Primary Care Sample, Samantha Mladen Jan 2019

Competing Strength-Based Models Of Trauma And Suicidality In A High-Risk Primary Care Sample, Samantha Mladen

Theses and Dissertations

There is limited research on the relationship between trauma exposure, depression, and suicidality, particularly in high-risk primary care samples. The present study aims to: 1) characterize the prevalence of suicidality, depression, and trauma exposure in this sample; 2)develop and test models of the relationships between suicidality, depression, and trauma exposure in this sample; 3) augment the selected model with key protective factors, including social support and religiosity; and 4) further elaborate the nature of religiosity as a potential protective factor using the subscales of the Attitudes toward God scale, Anger toward God and Comfort with God.

Patients (n …


The Role Of Strength: Navigating Perinatal Loss Among Black Women, Ashley N. Hill Jan 2019

The Role Of Strength: Navigating Perinatal Loss Among Black Women, Ashley N. Hill

Theses and Dissertations

In the U.S., Black mothers experience fetal and infant mortality at alarming rates when compared to White and Latina mothers (Gregory, Drake, & Martin, 2018). The intent of this study was to examine perinatal loss among Black American women and to expand understanding of how the Strong Black Woman (SBW) ideology influences bereavement. Data were gathered from (N=109) Black American bereaved mothers. It was predicted that endorsement of differing aspects of the SBW would moderate the relationship between perinatal grief and psychosocial outcomes (i.e., depression and post-traumatic growth). Regression analyses, alongside a bootstrapping procedure via PROCESS (Hayes, 2017), …


Longitudinal Patterns Of Depression Symptoms Among Emerging Adults, Sarah W. Clark Jan 2019

Longitudinal Patterns Of Depression Symptoms Among Emerging Adults, Sarah W. Clark

Theses and Dissertations

Research has suggested that depression symptoms generally decrease after late adolescence; however, there is increasing attention paid to depression symptoms among college students given the stressors unique to this time period and negative outcomes associated with depression. This study examined latent trajectories of depression symptom severity among college students. Participants were 9,889 college students who participated in the Spit for Science project (Dick et al., 2011). Growth Mixture Modeling was used to identify the presence of four subgroups of individuals with similar patterns of initial level and change in depression severity over four years of college, including Low/Minimal (55.9%), Decreasing …


Perceived Stress, Salivary Cortisol, And Depression In Adults Diagnosed With Postconcussion Syndrome; A Pilot Study, Christine Fish-Huson Jan 2019

Perceived Stress, Salivary Cortisol, And Depression In Adults Diagnosed With Postconcussion Syndrome; A Pilot Study, Christine Fish-Huson

Theses and Dissertations

Traumatic Brain Injury (TBI) affects approximately 1.7 million persons in the United States annually, 75% are categorized as mild (mTBI). Most persons who experience mTBI will recover, however an estimated 10% will develop Postconcussion Syndrome (PCS). Evidence supports a relationship between perceived stress, salivary cortisol, and depressive symptoms in persons after TBI; however, there are no known studies exploring these relationships in the PCS patient population. A sample of 17 men and women diagnosed with PCS were recruited from Southwest and Central Virginia. Data collection included the Rivermead Postconcussion Questionnaire, Perceived Stress Scale-10, Center for Epidemiological Studies-Depression Scale and the …


Outcomes Associated With The Utilization Of Antidepressants And Psychotherapy Amongst Cancer Patients With Depression, Purva N. Parab Jan 2018

Outcomes Associated With The Utilization Of Antidepressants And Psychotherapy Amongst Cancer Patients With Depression, Purva N. Parab

Theses and Dissertations

Objective: To determine patterns of use, prescription medicine costs, office-based visit costs and quality of life (QOL) across classes of antidepressants/psychotherapy in elderly cancer patients. Methods: Medical Expenditure Panel Survey data files from 2005-2015 for cancer patients with depression aged 18 years or older were used for the study. Frequencies of patients under specific classes of antidepressants/psychotherapy were identified. Costs and QOL scores were compared using Analysis of Variance (ANOVA). Generalized linear models, linear/multinomial logistic regression were used for analyses adjusted for demographics, overall health status, number and type of comorbidities. Results: The study sample consisted of 17,671 cancer patients …


Does Emotion Regulation Moderate The Association Between Impairment And Depression In Adolescents With Adhd?, Laura D. Eddy Jan 2018

Does Emotion Regulation Moderate The Association Between Impairment And Depression In Adolescents With Adhd?, Laura D. Eddy

Theses and Dissertations

In comparison with their peers, adolescents with ADHD are at increased risk for developing depression, with prevalence estimates for comorbid depression ranging from 14% to 20%. Youth with comorbid ADHD and depression are at greater risk for multiple negative outcomes compared to youth with ADHD alone, including suspension from school, failing a grade, or difficulties in peer relationships. Identifying risk factors for depression among adolescents with ADHD is important for facilitating early identification and treatment efforts. Research completed to date indicates that interpersonal impairment and emotion regulation may mediate the relationship between ADHD and depression. However, a comprehensive longitudinal model …


Sleep Disturbances And Depression: The Role Of Genes And Trauma, Mackenzie J. Lind Jan 2017

Sleep Disturbances And Depression: The Role Of Genes And Trauma, Mackenzie J. Lind

Theses and Dissertations

Sleep disturbances and insomnia are prevalent, with around 33% of adults indicating that they experience at least one main symptom of insomnia, and bidirectional relationships exist with common psychopathology, particularly major depressive disorder (MDD). However, genetic and environmental (e.g., traumatic event exposure) contributions to the etiology of these phenotypes are not yet well understood. A genetically informative sample of approximately 12,000 Han Chinese women aged 30-60 (50% with recurrent MDD) was used to address several gaps within the sleep literature. Sleep disturbances were assessed in all individuals using a general item addressing sleeplessness (GS). A sleep within depression sum score …


Antidepressant-Like Effects Of Amisulpride, Ketamine, And Their Enantiomers On Differential-Reinforcement-Of-Low-Rate (Drl) Operant Responding In Male C57/Bl/6 Mice, Doug Smith Jan 2017

Antidepressant-Like Effects Of Amisulpride, Ketamine, And Their Enantiomers On Differential-Reinforcement-Of-Low-Rate (Drl) Operant Responding In Male C57/Bl/6 Mice, Doug Smith

Theses and Dissertations

Major depressive disorder (MDD) is a widespread psychiatric disorder that affects millions of people worldwide and is hypothesized to occur due to impairments in several neurotransmitter systems, including the monoaminergic and glutamatergic neurotransmitter systems. Antidepressant medications targeting multiple monoamine neurotransmitters have been shown to be effective for the treatment of depression. Racemic amisulpride is an atypical antipsychotic that has been used at low doses to treat dysthymia, a mild form of depression, and functions as an antagonist at DA2/3, 5-HT2B, and 5-HT7 receptors. Recent preclinical studies have suggested that the S(+) isomer may be more …


Investigation On Genetic Modifiers Of Age At Onset Of Major Depressive Disorder, Huseyin Gedik Jan 2017

Investigation On Genetic Modifiers Of Age At Onset Of Major Depressive Disorder, Huseyin Gedik

Theses and Dissertations

Major Depressive Disorder (MDD) is a complex multifactorial disorder, which would lead to disability. Environmental and genetic factors are involved in MDD etiology. The aim of this project was to identify loci modifying age at onset (AAO) of MDD using survival models after adjusting for Childhood Sexual Abuse (CSA). To achieve this aim, a dataset was made available by the China Oxford and VCU Experimental Research on Genetic Epidemiology (CONVERGE) consortium. The study population had 5,220 controls and 5,282 cases with MDD. We performed two univariate association analyses using Cox Proportional Hazard (Cox PH) models. These two are Full Sample …


Depressive Symptoms Among College Students: An Exploration Of Fundamental Cause Theory, Peter A. Carrico Jan 2017

Depressive Symptoms Among College Students: An Exploration Of Fundamental Cause Theory, Peter A. Carrico

Theses and Dissertations

Fundamental Cause Theory suggests that socioeconomic and demographic factors are causal to various illnesses, including depression. However, no known previously existing research has used Fundamental Cause Theory to create a model of depression among college students. To do this, the present study conducted a stepwise binomial logistic regression to examine how socioeconomic status and the sociodemographic variables of Gender, Race, and Sexual Orientation, and others predict depressive symptoms in a large sample of undergraduates when controlling for stressful life events and social support (N = 2,915). Results support the hypothesis that socioeconomic disparities in depressive symptoms are the result …


Exploring The Concept Of Human Oct3 Inhibitors As A Novel Class Of Antidepressants, Kavita A. Iyer Jan 2016

Exploring The Concept Of Human Oct3 Inhibitors As A Novel Class Of Antidepressants, Kavita A. Iyer

Theses and Dissertations

The Dukat laboratory developed 2-amino-6-chloro-3,4-dihydroquinazoline (A6CDQ) as a 5-HT3 receptor ligand. A6CDQ and one of its positional isomers, the 7-chloro analog A7CDQ, produced antidepressant-like effects in the mouse tail suspension test (TST). We investigated and systematically ruled out a solely 5-HT3 receptor or hSERT mediated mechanism of antidepressant-like effect for both A6CDQ and A7CDQ.

The role of organic cation transporter 3 (OCT3) as an alternative mechanism in the regulation of neurotransmitters including serotonin (5-HT) and the therapeutic potential of targeting hOCT3 to achieve antidepressant effects has been established. By virtue of possessing protonatable nitrogen atoms, 2-aminodihyroquinazolines could potentially …


Behaviorally Induced Insufficient Sleep Syndrome And Insomnia: Prevalence And Relationship To Depression In College Students, Allison Baylor Jan 2016

Behaviorally Induced Insufficient Sleep Syndrome And Insomnia: Prevalence And Relationship To Depression In College Students, Allison Baylor

Theses and Dissertations

Background: College students are at increased risk for general sleep issues as well as specific disorders, including Behaviorally Induced Insufficient Sleep Syndrome (BISS) and insomnia. These disorders can have deleterious daytime consequences, which can be compounded by exacerbating depression. The present study aims to establish college prevalence of BISS/insomnia, to characterize sleep characteristics in this sample, and to compare depression across BISS/insomnia.

Methods: Data from a college risk behaviors and health study (n=989) was used. Insomnia and BISS were defined as mutually exclusive disorders, using ICD-10/DSM-5 criteria, and Pittsburg Sleep Quality Index items.

Results: Overall, the results of this study …


Behavioral Phenotyping Of Vmat1 Knockout Mice: Relevance To Neuropsychiatric Disorders, Kevin A. Webster Ph.D. Jan 2016

Behavioral Phenotyping Of Vmat1 Knockout Mice: Relevance To Neuropsychiatric Disorders, Kevin A. Webster Ph.D.

Theses and Dissertations

Schizophrenia is a debilitating mental disorder that causes a large economic burden and is prevalent across all cultures and countries around the world. Although both environmental factors and genetics are known to play an important role in the etiology of schizophrenia, the exact role of genetics and its interaction with environmental factors in an individual’s predisposition to develop schizophrenia is poorly understood. Schizophrenia is characterized by symptoms that include positive symptoms (e.g. delusions, hallucinations, disorganized thinking and speech), negative symptoms (e.g. avolition, anhedonia, depressive-like behavior), and cognitive dysfunctions (e.g. executive functioning deficits in learning and memory, attention, and vigilance). Genomic …


Examining The Effects Of Psychosocial Stress On The Hypertension Self-Management Behaviors Of African American Women, Michelle Laws Jan 2016

Examining The Effects Of Psychosocial Stress On The Hypertension Self-Management Behaviors Of African American Women, Michelle Laws

Theses and Dissertations

Hypertension is a preventable and yet major risk factor for early death and morbidity among African Americans. Compared to other women in the US, African American women continue to die earlier and more frequently from preventable and controllable chronic health conditions that are notably due to hypertension and hypertension-related illnesses. While there are multiple factors contributing to the high death rates of African American women, hypertension is one of the most common and modifiable risk factors associated with fatal health outcomes among African American women. The rate of death resulting from hypertension is more than double for African American females …


Chronic Behavioral And Cognitive Deficits In A Rat Survival Model Of Organophosphate Toxicity, Beverly Huang Jan 2015

Chronic Behavioral And Cognitive Deficits In A Rat Survival Model Of Organophosphate Toxicity, Beverly Huang

Theses and Dissertations

Organophosphates (OPs) are a major class of pesticides and nerve agents that elicit acute toxicity by inhibiting acetylcholinesterase (AChE), the enzyme responsible for the degradation of the neurotransmitter acetylcholine in the central and peripheral nervous systems. Acetylcholine accumulation following extensive AChE inhibition leads to an acute cholinergic syndrome characterized by autonomic dysfunction, involuntary movements, muscle fasciculations, respiratory distress, and seizures. Despite their classification as moderate to highly toxic, OP pesticides are the most widely used class of insecticides in the U.S., and are even more commonly used worldwide. Additionally, there is a growing concern that OP nerve agents could be …


Using Structural Equation Modeling To Understand The Role Of The Family In Pediatric Asthma Contexts, Nour Al Ghriwati Jan 2015

Using Structural Equation Modeling To Understand The Role Of The Family In Pediatric Asthma Contexts, Nour Al Ghriwati

Theses and Dissertations

Family factors have long been associated with the psychosocial adjustment of children with chronic illnesses, such as asthma (Minuchin, 1975; Rapee, 1997). Research indicates that negative family factors may also contribute to child disease severity, via bio-behavioral mechanisms of effect (Wood et al., 2006); however, these pathways have yet to be examined with a comprehensive focus on more positive family factors. This study sought to examine whether factors such as family cohesion, problem solving abilities, and communication influence asthma symptom severity in children via their effects on child depression and anxiety symptoms. Using structural equation modeling, we identified significant indirect …


Expression And Pharmacological Modulation Of Pain-Depressed Behavior In Rats, Michael D. Leitl Jan 2015

Expression And Pharmacological Modulation Of Pain-Depressed Behavior In Rats, Michael D. Leitl

Theses and Dissertations

Pain is often associated with depression of behavior and mood, and relief of pain-related depression is a common goal of treatment. This goal of this dissertation was to conduct preclinical research experiments designed to address a set of three inter-related aims that examine the expression, mechanisms and treatment of pain-related depression of Intracranial Self-Stimulation (ICSS) in rats. First, studies evaluated the hypothesis that acute acid-induced depression of ICSS was mediated by a kappa opioid receptor mediated decrease in mesolimbic dopamine release in the nucleus accumbens. Results support a role for depressed mesolimbic dopamine release in pain-related depression of ICSS; however, …


Dissociable Antidepressant-Like And Abuse-Related Effects Of The Noncompetitive Nmda Receptor Antagonists Ketamine And Mk-801 In Rats., Todd Hillhouse Apr 2014

Dissociable Antidepressant-Like And Abuse-Related Effects Of The Noncompetitive Nmda Receptor Antagonists Ketamine And Mk-801 In Rats., Todd Hillhouse

Theses and Dissertations

The noncompetitive NMDA receptor antagonist ketamine produces rapid and sustained antidepressant effects in patients suffering from major depressive disorder. However, abuse liability is a concern. To further evaluate the relationship between antidepressant-like and abuse-related effects of NMDA receptor antagonists, this study evaluated the effects of ketamine, MK-801, and phencyclidine in male Sprague-Dawley rats responding under two procedures that have been used to assess antidepressant-like effects [differential-reinforcement-of-low-rate (DRL) 72 s schedule of food reinforcement] and abuse-related drug effects [intracranial self-stimulation (ICSS)]. Under DRL 72 s, ketamine produced an antidepressant-like effect by increasing reinforcers, decreasing responses, and producing a rightward shift in …


Frailty And Depression: A Latent Trait Analysis, Matthew Lohman Apr 2014

Frailty And Depression: A Latent Trait Analysis, Matthew Lohman

Theses and Dissertations

Background: Frailty, a state indicating vulnerability to poor health outcomes, is a common condition in later life. However, research and intervention progress is hindered by the current lack of a consensus frailty definition and poor understanding of relationships between frailty and depression. Objectives: The goal of this research is to understand the interrelationships between frailty and depression among older adults. Specifically, this project aims 1) to examine the construct overlap between depression and three definitions of frailty (biological syndrome, medical burdens, and functional domains), 2) to determine the degree to which this overlap varies by age, gender, race/ethnicity and other …


A Longitudinal Study Of The Bidirectional Relations Between Internalizing Symptoms And Peer Victimization In Urban Adolescents, Tess Drazdowski Jan 2014

A Longitudinal Study Of The Bidirectional Relations Between Internalizing Symptoms And Peer Victimization In Urban Adolescents, Tess Drazdowski

Theses and Dissertations

The purpose of this study was to examine the bidirectional relations between anxious and depressive symptoms and two forms of peer victimization (i.e., overt and relational) within a sample of 358 predominantly African-American adolescents living in low-income urban areas across four years. Longitudinal path analyses tested progressively complex models for each type of victimization. For both overt and relational victimization the autoregressive model where only previous levels of each construct predicted future levels of the construct was the most parsimonious explanation. The best fitting model for both types of peer victimization suggested that internalizing symptoms helped to further explain future …