Digital Commons Network^™

Small But Mighty: How Can Pediatric Psychologists Harness The Power Of Digital Single-Session Interventions?, Christina Amaro, Alexandra Monzon, Melissa Alderfer, Kimberly Canter, Michael Amylon, Stephanie Fooks-Parker, Jessica Schleider, Susana Patton, Katie Devine

Department of Pediatrics Faculty Papers

OBJECTIVE: Single-session interventions (SSIs) are an innovative, scalable approach for addressing the unmet behavioral and mental health needs of pediatric patients and their families. Specifically, digital SSIs, which are self-guided and delivered online, offer a low-cost and accessible approach but are currently underutilized in pediatric psychology.

METHODS: This topical review aims to describe SSIs broadly and the specific need for digital SSIs, explore potential applications within pediatric psychology, outline future directions and considerations, and present two examples of community-engaged digital SSI design.

RESULTS: SSIs evidence small to medium effects across a range of mental health concerns, including distress, anxiety, and …

Aligning Perspectives: Exploring Parent-Youth Agreement On Well-Being And The Impact Of Positive Psychology On Communication & Relationship Habits, Daijah N. Hines

USF Tampa Graduate Theses and Dissertations

As research calls for best practices in assessment of psychological constructs from multiple informants, more information is needed for secondary reports of subjective experiences such as perceptions of life satisfaction. Adolescence is a vital period for intervention and assessment supports to promote well-being, yet there is a gap in the research on how to interpret multi-informant data for mental health constructs such as subjective well-being especially within this population. Research has shown support for and validated the use of parents/caregivers as secondary informants (Dew & Huebner, 1994; Hines et al., 2023; Shoshani & Slone, 2017) yet there is still vague …

Can Behavioral Interventions Promote Health Equity In Pediatric Type 1 Diabetes? A Narrative Review Of Promising Treatments, Paul T. Enlow, Jaquelin Flores Garcia, Julia Price, Kristen A. Torres, David V. Wagner

Department of Pediatrics Faculty Papers

Purpose of review: Synthesize data on whether existing behavioral interventions can improve health equity among youth with type 1 diabetes.

Recent findings: While existing behavioral interventions demonstrated efficacy in improving health and/or psychosocial outcomes, evidence that these same interventions may improve health equity were lacking. Most interventions were evaluated using predominantly White and affluent samples and some studies did not report on racial, ethnic, or sociodemographic characteristics of their sample. Only a few interventions have been adapted for youth from minoritized backgrounds. Recent multisystemic and technology/mHealth interventions recruited samples that were sociodemographically representative of youth experiencing disparities, suggesting that these …

A Digital Diabetes Prevention Program For Hispanic Adolescents (Fit24+): Protocol For A Feasibility Randomized Controlled Trial, Erica G Soltero, Marbelly Partida, Sandra Mihail, Lizette Villanueva, Callie Lopez, Salma M Musaad, Teresia M O'Connor, Maria J Redondo, Matthew Buman, Debbe Thompson

Faculty, Staff and Students Publications

Background: Hispanic youth are disproportionately impacted by obesity and subsequent type 2 diabetes (T2D) yet remain underrepresented in diabetes prevention research. Digital health interventions hold promise for increasing the accessibility to and engagement in disease prevention programming, particularly among high-risk populations. However, there is a significant gap in the literature regarding digital T2D prevention programs for adolescents or Hispanic youth.

Objective: The objective of this article is to describe the protocol for examining the feasibility of a 12-week digital diabetes prevention program among Hispanic adolescents with obesity.

Methods: Participants (N=40; aged 12-16 years) will be randomized (1:1) to a 12-week …

Case Study: Unique Presentation Of Odontogenic Keratocyst (Okc), Austin J. Davies, Ladan Daly, Jesse M. Fa, Bernadette Alvear Fa

Oral Health

Optimized patient centered care in complex surgical cases requires comprehensive preparation through both clinical examination and radiographic interpretation. Our case demonstrates how diagnostic imaging can reveal critical radiographic findings that alter treatment approach. Pre-operative preparation involving thorough clinical and radiographic examination, in combination with excellent clinician rapport, leads to a biopsychosocial approach to dental treatment, emphasizing whole patient care.

Biopsy returned from oral pathology with diagnosis of odontogenic keratocyst (OKC). At the time of publication, the patient is nearing definitive treatment of the cystic lesion with enucleation and removal of tooth #16. In our case, thorough radiographic interpretation, the professional …

Community Participatory Co-Design And Development Of A Digital Diabetes Prevention Education Program For Hispanic Families With Obesity: Mixed Methods Study, Sandra Mihail, Marbelly Partida, Lizette Villanueva, Debbe Thompson, Teresia M O'Connor, Salma M Musaad, Maria J Redondo, Erica G Soltero

Children’s Nutrition Research Center Staff Publications

Background: Digital health interventions (DHIs) can extend the reach of disease prevention interventions; however, few are evidence-based, theoretically grounded, or developed for high-risk youth and families. Co-design approaches engage end users in the design and development of the DHI, which can lead to increased accessibility and engagement.

Objective: This study aimed to describe the adaptation of an evidence-based diabetes prevention program for remote, digital delivery.

Methods: The adaptation of the in-person intervention was guided by a modified Inclusive Digital Health Intervention Design to Promote Health Equity framework and conducted in collaboration with Hispanic adolescents (n=23) with obesity (BMI ≥95th percentile) …

Perceptions, Expectations, And Attitudes About Adolescent Telepsychiatry Among Indian American Family Caregivers, Udayvir Jalf

Honors Undergraduate Theses

Adolescent mental health concerns have risen sharply in the United States. The COVID-19 pandemic marked a significant turning point in mental health care access, with telehealth having become a central mode of care delivery. With adolescent telehealth, caregiver involvement has shown to improve treatment adherence and outcomes. Little is known, however, about how Indian American caregivers experience and navigate their adolescent’s virtual mental health care. This qualitative study investigated the perceptions, expectations, and attitudes of Indian American family caregivers regarding adolescent telepsychiatry and caregivers’ involvement. In depth semi-structured interviews were conducted with Indian American caregivers of adolescents who completed at …

Family Functioning And Adolescent Outcomes In Wilderness Therapy: A Quanitative Analysis Of Change And Predictive Relationships, Elizabeth Santone

Electronic Theses and Dissertations

This study explored the impact of wilderness therapy on adolescent and family functioning using archival data from a licensed outdoor behavioral healthcare program. The purpose of this research was to examine both individual and systemic changes over the course of treatment and to explore whether improvements in family functioning were associated with youth outcomes. The final sample included 1,293 adolescents who completed the Youth Outcome Questionnaire (Y-OQ 2.01) at intake and discharge. A subset of 454 adolescents and their caregivers also completed the Family Assessment Device (FAD) at both time points. Paired-sample t-tests revealed statistically significant improvements in both adolescent …

How Well Can Commonly Used Anxiety Scales Detect Treatment Outcomes In The Context Of Autism?, Huilin Chen, Jeffrey J Wood, Connor M Kerns, Eric A Storch, Philip C Kendall, Gaia Scerif, Cathy Creswell

Faculty, Staff and Students Publications

Anxiety is one of the most prevalent mental health challenges in autistic children, yet there is limited evidence on effective tools to measure treatment outcomes. Previous research with non-autistic children has found that the Child Anxiety Impact Scale, Parent Version achieved good diagnostic accuracy when measuring treatment outcomes and performed better than a commonly used symptom measure. However, this has not been evaluated for autistic children. The present study examined the psychometric properties of the Child Anxiety Impact Scale, Parent Version in autistic children and compared its utility against other anxiety symptom measures, to detect treatment outcomes as assessed by …

Advancing Children's Mental Health In Nevada, Kelliann Beavers, Christopher Kearney

Lincy Institute Events

Nevada ranks 51st nationally in youth mental health access and services, underscoring persistent shortages and disparities across the state. Nearly one in four youths aged 12–17 (23.5%) experienced a major depressive episode in the past year, and 73% did not receive treatment. Approximately 34,000 Nevada youths have reported suicidal thoughts—an urgent call for prevention and coordinated support.

During the 2024–2025 school year, 31.3% of Clark County School District students were chronically absent (missing 10% or more of school days), a challenge closely linked to mental health struggles and socioeconomic barriers.

This community forum provided an opportunity to generate dialogue and …

Using Latent Patient-Centered Fear Extinction Profiles To Guide Treatment In Pediatric Ocd, Katherine M Ingram, Eric A Storch, Daniel A Geller, Brent J Small, Sabine Wilhelm, Joseph F Mcguire

Faculty, Staff and Students Publications

Background: While exposure with response prevention (ERP) is the frontline treatment for pediatric obsessive-compulsive disorder (OCD), not all patients benefit. Impairments in extinction learning are implicated in pediatric OCD's etiology and treatment, with impaired pre-treatment extinction learning associated with worse ERP outcomes. However, available methods for assessing patients' difficulties with fear extinction are costly and underdeveloped. In response, we used person-centered profiles to characterize latent fear extinction patterns among youth with OCD, and investigated the degree to which scores on common rating scales correspond to profile membership.

Methods: Youth with OCD (n=98) completed a diagnostic clinical battery followed by a …

Toward A Clinically Actionable, Electronic Health Record-Based Machine Learning Model To Forecast 90-Day Change In Hemoglobin A1c In Youth With Type 1 Diabetes: Feasibility And Model Development Study, Erin M. Tallon, David D. Williams, Cintya Schweisberger, Colin Mullaney, Brent Lockee, Diana Ferro, Craig Vandervelden, Mitchell S. Barnes, Angelica Cristello Sarteau, Anna R. Kahkoska, Susana R. Patton, Sanjeev Mehta, Ryan Mcdonough, Marcus Lind, Leonard D'Avolio, Mark A. Clements

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Clinicians currently lack an effective means for identifying youth with type 1 diabetes (T1D) who are at risk for experiencing glycemic deterioration between diabetes clinic visits. As a result, their ability to identify youth who may optimally benefit from targeted interventions designed to address rising glycemic levels is limited. Although electronic health records (EHR)-based risk predictions have been used to forecast health outcomes in T1D, no study has investigated the potential for using EHR data to identify youth with T1D who will experience a clinically significant rise in glycated hemoglobin (HbA1c) ≥0.3% (approximately 3 mmol/mol) between diabetes clinic visits. …

Family-Level Factors That Influence Physical Activity Among Hispanic Adolescents At Risk For Type 2 Diabetes, Sandra Mihail, Ayleen A Hernandez, Erica G Soltero

Children’s Nutrition Research Center Staff Publications

Objective: Family-based health promotion and disease prevention strategies are recommended as best practice; however, there is limited knowledge regarding the family-level factors that influence modifiable behavior risk factors like physical activity (PA) among Latinx adolescents. This study addressed this knowledge gap by using qualitative methods to identify perceptions of family-level factors that influence PA among Hispanic youth.

Methods: We conducted semistructured, open-ended interviews with 20 Latinx adolescents (14-16 years) with obesity (body mass index ≥95th percentile) to identify their perceptions of how family influences PA. Content analysis was used to identify emergent themes, which were then compared across demographic factors, …

Psychosocial Supports For The Physical And Mental Health Of Youth With Autism And Other Neurodevelopmental Disabilities., Melissa Campbell, Elizabeth Hastings, Paige Mcardle, Darren Olsen, Kathryn Benton, Cy Nadler

Manuscripts, Articles, Book Chapters and Other Papers

One in six youth has a neurodevelopmental disability (NDD), and autism diagnostic rates continue to rise. Before and after a diagnosis, families need trusted sources of guidance to navigate co-occurring medical and psychological conditions, and to manage unique stressors including transition to adulthood. However, medical professionals from all specialty areas struggle to identify resources to support the complex psychosocial and healthcare needs of these patients and their families. This primer on psychosocial supports for youth with autism will explore the major mental and physical health stressors faced by affected youth and families, and discuss opportunities for primary care and other …

Constantly Connected: What Healthcare Providers Need To Know About Vicarious Trauma In An Evolving Digitally Connected Global Community., Meghan Kanya, Patricia Davis, Gail Robertson

Manuscripts, Articles, Book Chapters and Other Papers

Easy access to streaming news and sensational headlines has transformed society's exposure to traumatic narratives. From personal stories on social media platforms to news articles about violence in communities, patients and their caregivers may not recognize their exposure as traumatic nor recognize their psychological sequalae as unhealthy. In addition, youth with trauma-related mental health symptoms are not consistently identified in pediatric primary care clinics. Due to the increase in proximity to traumatic stories, healthcare providers working with youth require additional skills designed to engage patients and families in conversations about exposure to violence via technology and symptoms of vicarious trauma. …

Anxiety And Depression In Today's Youth: A Current Look Into Assessment And Treatment., Meredith J. Scafe, Meghan Kanya, Meaghan Flynn, Ram Chettiar

Manuscripts, Articles, Book Chapters and Other Papers

Following the COVID-19 pandemic, the American Academy of Pediatrics (AAP), the American Academy of Child and Adolescent Psychiatry, and the Children's Hospital Association declared a national emergency in child and adolescent mental health. Rates of anxiety and depression in youth continue at unprecedented levels, contributing to rising numbers of suicide attempts and lowered school attendance. Though many medical providers are trained to assess and provide recommendations for anxiety and depression, many report feeling ill-equipped to address these concerns in a timely, feasible, and effective manner. We review the existing literature on screening for anxiety and depression in the medical setting …

Evaluating School-Based Interventions And Programs In Treating Children Mental Health Disorders, Rozandra Yazmin Sanchez

Electronic Theses, Projects, and Dissertations

Background: The implementation of mental health services such as school-based interventions and programs have been well established within schools. However, it is uncertain how effective school-based interventions and programs are in treating children who are diagnosed with a mental health disorder specifically for children who are younger than 11 years old as it has not been explored. Objective: This proposed quasi-experimental study aims to determine the effectiveness of school-based mental health intervention programs in supporting and treating children (ages 6 to 11) who are diagnosed with a mental health disorder by evaluating their symptoms. Method: The proposed study would collect …

"How Can I Get Out Of This?": A Qualitative Study Of The Phenomenology And Functional Impact Of Misophonia In Youth And Families, Andrew Giles Guzick, Catherine Elizabeth Rast, Brenna Burns Maddox, Servando Rodriguez Barajas, Jane Clinger, Joseph Mcguire, Eric A Storch

Faculty, Staff and Students Publications

Introduction: Misophonia is an increasingly recognized disorder characterized by negative emotional and sensory reactions to specific noises. Although misophonia most often begins in childhood, there has been minimal research on its clinical presentation in youth. This qualitative study explored cognitive behavioral processes that are involved in misophonia and its associated functional impairment in young people and their families.

Methods: Focused interviews were conducted with 20 youth with misophonia (ages 10-17) and their parents. Thematic analyses of these interviews using a cognitive behavioral theoretical framework were conducted.

Results: A number of themes were identified, which included internalizing and externalizing cognitive behavioral …

Use Of Adventure To Address Play Deprivation In Children And Teens Raised In Conflict, Kristin Salisbury, Mary Jan Greer

Fall 2024 OTD Capstone Symposium

Youth raised in conflict often experience extrinsic and intrinsic factors that contribute to play deprivation and occupational injustice. These factors are reviewed through interviews with stakeholders and participants and observed while embedded in an adventure program for foster and adopted youth and in a refugee camp for families and children. Current literature reveals underlying factors that contribute to play deprivation for these youth, including conditions resulting from trauma and developmental delays due to the absence of play engagement. The poster reviews the programmatic components necessary for addressing these factors through whole-person play-based programming. It considers using adventure-based programming to introduce …

Trends In Gaps Of Care For Patients With Congenital Heart Disease: Implications For Social Determinants Of Health And Child Opportunity Index, Abbas H. Zaidi, Adam Alberts, Devyani Chowdhury, Claude Beaty, Benjamin Brewer, Ming Hui Chen, Sarah D. De Ferranti

Department of Surgery Faculty Papers

BACKGROUND: Lifelong continuity of care is essential for patients with congenital heart disease (CHD) to maximize health outcomes; unfortunately, gaps in care (GIC) are common. Trends in GIC and of social determinants of health factors contributing to GIC are poorly understood.

METHODS AND RESULTS: This retrospective cohort study included patients with CHD, aged 0 to 34 years, who underwent surgery between January 2003 and May 2020, followed up at a pediatric subspeciality hospital. Patients were categorized as having simple, moderate, and complex CHD based on 2018 American Heart Association and American College of Cardiology guidelines. Social determinants of health, such …

Substance Use Emergency Department Visits Among Youths With Chronic Conditions During Covid-19., Faith Summersett Williams, Isabella Zaniletti, Abbey R. Masonbrink, Robert Garofalo, Maria Rahmandar, Niranjan S. Karnik, Geri Donenberg, Lisa Kuhns

Manuscripts, Articles, Book Chapters and Other Papers

IMPORTANCE: Pediatric emergency department (ED) visits for substance use (SU) increased during COVID-19. Better understanding of trends associated with SU ED visits among youths with a chronic medical condition (CMC) is needed to target SU screening, prevention, and intervention efforts in this population.

OBJECTIVE: To describe trends in pediatric SU ED visits before and during COVID-19 among youths in the US with and without CMCs and by race and ethnicity.

DESIGN, SETTING, AND PARTICIPANTS: In this cohort study, data were obtained from 47 US children's hospital EDs in the Pediatric Health Information System (PHIS) between March 1, 2018, and March …

A Qualitative Study On Parenting Practices To Sustain Adolescent Health Behaviors In American Indian Families, Christine Hodgson, Dylan Decker, Teresia M O'Connor, Melanie Hingle, Francine C Gachupin

Children’s Nutrition Research Center Staff Publications

American Indian (AI) adolescents who practice healthy behaviors of sleep, nutrition, physical activity, and limited screen time can lower their lifetime risk of diet-sensitive disease. Little is known about how AI parenting practices influence the health behaviors of youth. The objective of this qualitative study was to explore how a group of AI parents of youths at risk of disease influenced their youth’s health behaviors after a family intervention. A secondary objective was to understand the role of AI parents in supporting and sustaining health behavior change in their youths following the intervention. Semi-structured in-depth interviews were conducted with AI …

Undernutrition In Older Children And Adolescents In Peri-Urban Zambia, Shela Sridhar, Janella S. Kang, Isabel Madzorera, Ethan Zulu, Joyce Makasa, Sally Bell Cross, Davidson H. Hamer

Department of Child, Youth, and Family Studies: Faculty Publications

Background: Adolescents make up roughly a quarter of the population in Zambia; however, most nutrition-related programming is targeted at the underfive population. Understanding the scale of undernutrition in older children and adolescents is fundamental to alleviating food insecurity and addressing undernutrition across all age groups.

Methods: A cross-sectional survey was performed in four low-income, peri-urban compounds in Chilanga District which included anthropometric measurements of children between ages 6 months-19 years and a household-level diet diversity and food security questionnaire. Wasting was used for children under 5 and thinness for children 5–19 years. Descriptive analysis and multivariate logistic regression …

"I'D Like More Options!": Interviews To Explore Young People And Family Decision-Making Needs For Pain Management In Juvenile Idiopathic Arthritis., Karine Toupin-April, Isabelle Gaboury, Laurie Proulx, Adam M. Huber, Ciarán M. Duffy, Esi M. Morgan, Linda C. Li, Elizabeth Stringer, Mark Connelly, Jennifer E. Weiss, Michele Gibbon, Hannah Sachs, Aditi Sivakumar, Alexandra Sirois, Emily Sirotich, Natasha Trehan, Naomi Abrahams, Janice S. Cohen, Sabrina Cavallo, Tania El Hindi, Marco Ragusa, France Légaré, William B. Brinkman, Paul R. Fortin, Simon Décary, Rebecca Lee, Sabrina Gmuca, Gail Paterson, Peter Tugwell, Jennifer N. Stinson

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Juvenile idiopathic arthritis (JIA) is a common pediatric rheumatic condition and is associated with symptoms such as joint pain that can negatively impact health-related quality of life. To effectively manage pain in JIA, young people, their families, and health care providers (HCPs) should be supported to discuss pain management options and make a shared decision. However, pain is often under-recognized, and pain management discussions are not optimal. No studies have explored decision-making needs for pain management in JIA using a shared decision making (SDM) model. We sought to explore families' decision-making needs with respect to pain management among young …

Fit24, A Digital Health Intervention To Reduce Type 2 Diabetes Risk Among Hispanic Youth: Protocol For A Feasibility Pilot Study, Erica G Soltero, Callie Lopez, Salma M Musaad, Teresia M O'Connor, Debbe Thompson

Faculty, Staff and Students Publications

BACKGROUND: Poor physical activity (PA) and sleep behaviors in Hispanic adolescents contributes to increased risk for type 2 diabetes. Commonly owned digital devices and services like smartphones and text-messaging are highly used among adolescents and are promising intervention tools for reaching this age group. Personal activity trackers assess activity and sleep, making them ideal tools for addressing these behaviors. We propose to examine the feasibility of a 12-week intervention that uses theoretically grounded text messages and a Fitbit device to improve PA and sleep among Hispanic adolescents with obesity, as compared to a wait-list control group with a Fitbit device …

Economic Evaluation Of An Intervention To Prevent Adolescent Dating Violence (Me & You), Ellerie Weber, Melissa F Peskin, Christine M Markham, Ross Shegog, Elizabeth R Baumler, Robert C Addy, Jeff R Temple, Belinda Hernandez, Paula Cuccaro, Melanie A Thiel, Efrat K Gabay, Susan Tortolero Emery

Faculty, Staff and Student Publications

Me & You: Building Healthy Relationships (Me & You) is a multilevel, technology-enhanced adolescent dating violence (DV) prevention program that aimed to reduce DV among ethnic-minority, early adolescent, urban youth. A group-randomized control trial of Me & You, conducted with 10 middle schools from a large urban school district in Southeast Texas in 2014–2015, found it to be effective in reducing DV perpetration and decreasing some forms of DV victimization. Economic evaluations of DV interventions are extremely limited, despite calls for more economic analyses to be incorporated in research. We help fill this gap by evaluating the cost-effectiveness from the …

Economic Evaluation Of An Intervention To Prevent Adolescent Dating Violence (Me & You), Ellerie Weber, Melissa F Peskin, Christine M Markham, Ross Shegog, Elizabeth R Baumler, Robert C Addy, Jeff R Temple, Belinda Hernandez, Paula Cuccaro, Melanie A Thiel, Efrat K Gabay, Susan Tortolero Emery

Faculty, Staff and Student Publications

Me & You: Building Healthy Relationships (Me & You) is a multilevel, technology-enhanced adolescent dating violence (DV) prevention program that aimed to reduce DV among ethnic-minority, early adolescent, urban youth. A group-randomized control trial of Me & You, conducted with 10 middle schools from a large urban school district in Southeast Texas in 2014–2015, found it to be effective in reducing DV perpetration and decreasing some forms of DV victimization. Economic evaluations of DV interventions are extremely limited, despite calls for more economic analyses to be incorporated in research. We help fill this gap by evaluating the cost-effectiveness from the …

Self-Regulation As A Protective Factor For Diabetes Distress And Adherence In Youth With Type 1 Diabetes During The Covid-19 Pandemic., Alison L Miller, Dana K. Albright Phd, Katherine W Bauer, Hurley O Riley, Marisa E Hilliard, Julie Sturza, Niko Kaciroti, Sharon L Lo, Katy M Clark, Joyce M Lee, Emily M Fredericks

Health Services and Informatics Research

OBJECTIVE: The COVID-19 pandemic increased economic, social, and health stressors for families, yet its impacts on families of youth with chronic conditions, such as type 1 diabetes (T1D), are not well understood. Self-regulation (SR)-or the capacities to control emotions, cognition, and behavior in response to challenge-is known to support T1D management and coping in the face of stress. Strong SR may have protected youth with T1D from the impacts of pandemic-related stressors. This study compared youth and parent emotional functioning and T1D management before and after the pandemic's onset in relation to family pandemic-related stress and youth SR.

METHODS: Parents …

Pipeline To Power: A Creative Exploration Of My Journey To Black Youth Empowerment, Junichi Uehara Lockett

Educational Leadership & Policy Studies Dissertations - Archive

Through an arts-based autoethnography, I explored the influences and experiences that informed my approach to leading Black youth empowerment programming. Although there is a significant amount of scholarship on Black youth empowerment programming and its importance to Black children, there is limited literature on how one becomes a Black youth empowerment facilitator in the community. I sought to answer the following questions: (1) How did external forces and people inform my approach to leading Black youth empowerment programming? (2) How did my inner drive and consciousness inform my approach to leading Black youth empowerment programming? (3) How does a critique …

Neural Signatures Of Data-Driven Psychopathology Dimensions At The Transition To Adolescence, Amirhossein Modabbernia, Giorgia Michelini, Abraham Reichenberg, Roman Kotov, Deanna Barch, Sophia Frangou

Open Access Publications

BACKGROUND: One of the challenges in human neuroscience is to uncover associations between brain organization and psychopathology in order to better understand the biological underpinnings of mental disorders. Here, we aimed to characterize the neural correlates of psychopathology dimensions obtained using two conceptually different data-driven approaches.

METHODS: Dimensions of psychopathology that were either maximally dissociable or correlated were respectively extracted by independent component analysis (ICA) and exploratory factor analysis (EFA) applied to the Childhood Behavior Checklist items from 9- to 10-year-olds (n = 9983; 47.8% female, 50.8% white) participating in the Adolescent Brain Cognitive Development study. The patterns of brain …