Telehealth Parenting Program and Salivary Epigenetic Biomarkers in Preschool Children With Developmental Delay: NIMHD Social Epigenomics Program.

Importance: Children with developmental delays are at a heightened risk of experiencing mental health challenges, and this risk is exacerbated among racially minoritized children who face disproportionate adversity. Understanding the impact of parenting interventions on biological markers associated with these risks is crucial for mitigating long-term health disparities. Objective: To examine the effect of 20 weeks of an internet-based parent-child interaction training (iPCIT) program on biomarkers associated with aging and chronic inflammation among preschoolers with developmental delay at 12-month follow-up. Design, Setting, and Participants: An observational secondary analysis of data from a randomized clinical trial conducted from March 17, 2016, to December 15, 2020, to assess changes in salivary DNA methylation (DNAm)-derived biomarkers following iPCIT intervention. Participants were recruited from 3 Part C early intervention sites in a large southeastern US city. Eligible participants included children recruited within 3 months of their third birthday who had a Child Behavior Checklist Externalizing Problems T score greater than 60 and provided saliva in at least 1 study wave. Data analysis was conducted May 2023 to April 2024. Intervention: Participants received either iPCIT (a telehealth therapeutic intervention focused on enhancing the parent-child relationship and addressing behavioral challenges in young children) or referrals as usual. Main Outcomes and Measures: DNAm at the 12-month follow-up was assessed using the Infinium HumanMethylationEPIC Bead Chip Assay to derive biomarkers DunedinPACE, C-reactive protein (CRP), and interleukin-6 (IL-6). Analyses were intent-to-treat and used path analysis. Results: A total of 71 children (mean [SD] age, 36.27 [0.61] months 51 male [71.8%] and 20 female [28.2%]) were analyzed, of whom 34 received iPCIT and 37 received referrals as usual. The iPCIT group had a slower pace of aging (ß = 0.26; 95% CI, 0.06 to 0.50; P = .03) and less DNAm-derived CRP (ß = 0.27; 95% CI, 0.05 to 0.49; P = .01) relative to the control condition at the 12-month follow-up. These associations remained significant after accounting for baseline DNAm score, child demographics, and symptom severity, and were independent of predicted buccal epithelial cell proportion for both DunedinPACE and CRP. There was no association with DNAm-derived IL-6 (ß = 0.14; 95% CI, -0.08 to 0.36; P = .21). Conclusions and Relevance: In this study of a parenting intervention, iPCIT, the association of intervention with decreased molecular markers of inflammation and biological aging suggests their potential to modify aspects of the biological embedding of stress. Understanding the systemic biological impact of such interventions offers insights into addressing health disparities and promoting resilience among vulnerable populations. Trial Registration: ClinicalTrials.gov Identifier: NCT03260816.

Understanding Signs and Sources of Anxiety in Urban Elementary Schools Serving Predominately Ethnically/Racially Minoritized Children.

OBJECTIVE: This mixed-methods study examined teachers' perceptions of student anxiety in urban elementary schools serving predominantly low-income and ethnically/racially minoritized youth. METHOD: Most participating teachers were female (87.7%) and from minoritized backgrounds themselves (89.2%), teaching in schools serving predominantly Black/African American (40%) or Hispanic (60%) students, and in which > 70% of students are eligible for free meals. Teachers were asked in surveys (N = 82) and interviews (n = 12) about the nature of student anxiety, and cultural/contextual considerations that influence anxiety. RESULTS: Overall, teachers reported prevalence and signs of student anxiety that were consistent with the literature, but they reported higher levels of impairment than in previous community samples. Regressions revealed that greater levels of student exposure to community violence and higher proportions of Black students were associated with higher teacher-perceived prevalence and concern about student anxiety, respectively. Moreover, greater emotional exhaustion in teachers was associated with higher reports of anxiety-related impairment in students. Thematic coding of interviews emphasized how teachers perceived 1) most student anxieties to be proportional responses to realistic threats and stress in students' lives (e.g. resource insecurity), 2) systems-level problems (e.g. pressure to perform on standardized tests) contribute to student anxiety, and 3) school-based anxiety sources often interact with traumas and stressors students experience outside of school (e.g. immigration experiences). CONCLUSIONS: Relative to the predominant literature that has focused on biological, cognitive, and other intraindividual factors as sources of anxiety, the present work underscores the importance of considering how broader economic and systems-level influences exacerbate anxiety in marginalized youth.

Reckoning With Our Past and Righting Our Future: Report From the Behavior Therapy Task Force on Sexual Orientation and Gender Identity/Expression Change Efforts (SOGIECEs).

Sexual orientation and gender identity/expression change efforts (SOGIECEs) are discredited practices that are associated with serious negative effects and incompatible with modern standards for clinical practice. Despite evidence linking SOGIECEs with serious iatrogenic effects, and despite support for LGBTQ+-affirmative care alternatives, SOGIECE practices persist. In the 1970s and 1980s, Behavior Therapy published articles testing and/or endorsing SOGIECEs, thereby contributing to their overall development, acceptance, and use. The Behavior Therapy Task Force on SOGIECEs was assembled to conduct a rigorous review of the SOGIECE articles published in Behavior Therapy and to decide whether, and what, formal action(s) should be taken on these articles. This report provides a detailed review of the historic SOGIECE literature published in Behavior Therapy and outlines the Task Force's deliberative and democratic processes resulting in actions to: (1) add prominent advisory information to k = 24 SOGIECE papers in the form of digital "black box" disclaimers that caution readers that the SOGIECE practices tested or described in these papers are inconsistent with modern standards, (2) offset organizational financial benefits from the publication of these papers, and (3) promote LGBTQ+-affirmative practices. SOGIECEs are not the only concerning practices across the field's history, and the pages of today's scientific journals include practices that will be at odds with tomorrow's moral standards and ethical guidelines. This report calls for precautionary measures and editorial safeguards to minimize the future likelihood and impact of problematic published scholarship, including the need to fully include those with relevant lived experiences in all aspects of clinical science and peer review.

An exploratory study of service user and clinical outcomes in telehealth-delivered dialectical behavior therapy for adolescents skills groups.

The COVID-19 pandemic led many in-office therapeutic programs to pivot to virtual programming without empirical data supporting the acceptability and efficacy of the remote-delivered adaptations. These adaptations were essential for continuing care and addressing surging youth psychological problems at the time. To serve adolescents with comorbid psychiatric disorders and associated problems (e.g., emotion dysregulation), we adapted and implemented virtual and hybrid formats of a dialectical behavior therapy for adolescents (DBT-A; Rathus & Miller, 2015) program within a public university training clinic, such as separating the traditional multifamily group into adolescent-only and caregiver-only groups. Building on qualitative reports on virtual DBT-A, we explored preliminary service user and clinical outcomes of the virtual and hybrid DBT-A adolescent skills group component in a longitudinal retrospective cohort study for teenagers treated during the first 2 years of the pandemic (N = 21; 81% Hispanic/Latinx; 100% White). Aim 1 described service user outcomes (e.g., retention, group cohesion, client satisfaction) in the remote-delivered skills groups. Most youth completed treatment. Caregiver satisfaction was high, whereas adolescent satisfaction was mild. Aim 2 explored preliminary clinical outcomes of remote-delivered skills group adaptations. Overall anxiety, panic, and two emotion regulation facets (i.e., emotional awareness; goal pursuit when upset) significantly reduced across treatment. There were no significant reductions in depression. No suicide attempts or suicides occurred during the program. Further work is needed to clarify the efficacy of telehealth formats of DBT-A skills groups in larger, more racially diverse samples and to identify which adolescents are most appropriate for virtual and/or hybrid DBT-A. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Family engagement in a behavioral parenting intervention: A randomized comparison of telehealth versus office-based treatment formats.

OBJECTIVE: Despite effective treatment options, many families-especially those from marginalized backgrounds-lack access to quality care for their children's behavioral difficulties. Since the COVID-19 pandemic, telehealth has become a prominent format for the delivery of outpatient services, with potential to increase access to quality care. Although telehealth-delivered parenting interventions are associated with positive clinical outcomes, limited research has examined whether telehealth formats improve treatment engagement relative to office-based care. The present study is the first controlled comparison of engagement across office-based parent-child interaction therapy (PCIT) and internet-delivered PCIT (iPCIT). METHOD: Children ages 3-5 years, and their caregiver(s) (N = 40) participated in a randomized trial comparing iPCIT to office-based PCIT in the treatment of behavioral problems. Analyses examined the effects of treatment format on engagement (i.e., missed sessions, premature treatment discontinuation, homework completion, therapeutic alliance, and treatment satisfaction). Logistic and linear regressions further explored whether treatment format moderated the effects of common predictors of treatment engagement (i.e., family economic means, racial/ethnic background, caregiver stress). RESULTS: iPCIT improved attendance rates relative to office-based PCIT, especially for families from minoritized racial/ethnic backgrounds. At the same time, among families with relatively higher levels of caregiver stress, office-based PCIT was associated with lower dropout rates and improved treatment alliance and satisfaction, relative to iPCIT. CONCLUSIONS: This study provides the first experimental support that telehealth formats can improve treatment attendance in behavioral parenting interventions. Findings highlight nuances in treatment engagement across treatment formats that reveal limits to the extent telehealth transcends engagement concerns. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Caregiver Distress and Child Behavior Problems in Children with Developmental Delay from Predominantly Minoritized Backgrounds.

IMPORTANCE: Child behavior problems have been shown to contribute to caregiver distress and vice versa among youth with developmental delay (DD). However, studies have not examined these associations among children and caregivers from underrepresented ethnic/racial backgrounds. Furthermore, research has not explored how associations function differently following internet-delivered treatment or based on the level of acculturation and enculturation. OBJECTIVE: We examined bidirectional associations between caregiver distress (i.e. symptoms of depression, anxiety, and stress) and externalizing and internalizing behavior problems in 3- to 5-year-old children with DD from underrepresented ethnic/racial backgrounds. We also examined the impact of internet-delivered Parent-Child Interaction Therapy (iPCIT) and the moderating role of acculturation and enculturation on these bidirectional associations. METHOD: Children aging out of early intervention services (n = 150) and their primary caregiver were randomized to receive iPCIT or referrals as usual (RAU) in the community. RESULTS: Findings provide support for bidirectional associations between child internalizing behavior problems and caregiver depressive symptoms, although there were fewer significant associations among families randomized to iPCIT compared to RAU. Weaker associations were observed among families with higher levels of enculturation, whereas stronger associations were observed among families with higher levels of acculturation. CONCLUSIONS: Results highlight a sensitive period from age 3.5 to 4 years old for bidirectional associations between caregiver distress and child behavior problems and highlight the importance of addressing family cultural values during treatment. Findings also suggest the utility of internet-delivered behavioral parenting interventions in weakening the effect of child behavior problems on caregiver distress and vice versa.

Phasic Versus Tonic Irritability and Associations with Family Accommodation Among Youth with Selective Mutism: A Latent Profile Analysis.

Clinical presentations of selective mutism (SM) vary widely across affected youth. Although studies have explored general externalizing problems in youth with SM, research has not specifically examined patterns of irritability. Relatedly, research has not considered how affected families differentially accommodate the anxiety of youth with SM as a function of the child's temper outbursts (i.e., phasic irritability) and general angry mood (i.e., tonic irritability). Data were drawn from a sample of treatment-seeking children and adolescents with a primary diagnosis of selective mutism (N = 152; Mean age = 6.12 years; 67.11% female), and their caregivers. Latent profile analysis (LPA) was used to identify distinct profiles in SM youth that were characterized by varying levels of phasic and/or tonic irritability. Analyses further examined whether these different profiles were associated with different levels of family accommodation and global impairment. LPA identified 5 profiles: SM with No irritability, SM with Low Phasic Irritability, SM with High Phasic Irritability, SM with High Phasic and Moderate Tonic Irritability, and SM with High Phasic and High Tonic Irritability. Patterns of family accommodation and global impairment were highest among youth belonging to profiles characterized by high phasic irritability. Findings highlight separable patterns of irritability across youth with SM, with phasic irritability (i.e., temper outbursts) appearing particularly linked with increased family accommodation and overall global impairment. Assessing phasic irritability is critical for optimizing treatment in youth with SM and can be useful for flagging possible patterns of family accommodation contributing to overall impairment.

Avoidant Parent-Child Communication About COVID-19: A Longitudinal Investigation of Associations with Youth Adjustment Across the First 6 Months of the Pandemic.

In the aftermath of discrete disasters, how families discuss the event has been linked with child well-being. There is less understanding, however, of how family communication affects adjustment to a protracted and ongoing public health crisis such as the COVID-19 pandemic. The present research leveraged a large longitudinal sample of families (N = 1884) across the United States and Canada to investigate factors that predicted family communication styles (active versus avoidant communication) about the COVID-19 pandemic and examined the longitudinal sequelae of mental health outcomes for youth associated with different family communication styles. Parents of youth between 5 to 17 years old completed surveys about their own mental health, their child's mental health, and family communication about the COVID-19 pandemic at two time points 6 months apart. Overall, findings indicated that poorer parental mental health was related to greater use of avoidant communication, and avoidant communication styles were associated with poorer youth mental health over time. Findings suggest potential perils of avoidant family communication about ongoing threats and can help identify families at risk of negative mental health outcomes.

Remote Intensive Group Behavioral Treatment for Families of Children with Selective Mutism.

Selective mutism (SM) is a relatively rare, but highly interfering, child anxiety disorder characterized by a consistent failure to speak in certain situations, despite demonstrating fluent speech in other contexts. Exposure-based cognitive behavioral therapy and Parent-Child Interaction Therapy adapted for SM can be effective, but the broad availability and accessibility of such specialty care options remains limited. Stay-at-home guidelines to mitigate the spread of COVID-19 further limited the accessibility of office-based specialty care for SM. Building on separate lines of research supporting intensive treatments and telehealth service delivery models, this paper is the first to describe the development, preliminary feasibility, acceptability, and efficacy of a Remote Intensive Group Behavioral Treatment (IGBT) for families of young children with SM (N=9). Treatment leveraged videoconferencing technology to deliver caregiver training sessions, lead-in sessions, 5 consecutive daily IGBT sessions, and an individualized caregiver coaching session. Remote IGBT was found to be both feasible and acceptable. All families (100%) completed diagnostic assessments and caregiver-report questionnaires at four major study timepoints (i.e., intake, pre-treatment, post-treatment, 4-month follow-up) and participated in all treatment components. Caregivers reported high treatment satisfaction at post-treatment and 4-month follow-up and low levels of burden associated with treatment participation at post-treatment. Approximately half of participating children were classified as treatment responders by independent evaluators at post-treatment and 4-month follow-up. Although these pilot results should be interpreted with caution, the present work underscores the potential utility of using videoconferencing to remotely deliver IGBT to families in their natural environments.

Latin American Trans-ancestry INitiative for OCD genomics (LATINO): Study protocol.

Obsessive-compulsive disorder (OCD) is a debilitating psychiatric disorder. Worldwide, its prevalence is ~2% and its etiology is mostly unknown. Identifying biological factors contributing to OCD will elucidate underlying mechanisms and might contribute to improved treatment outcomes. Genomic studies of OCD are beginning to reveal long-sought risk loci, but >95% of the cases currently in analysis are of homogenous European ancestry. If not addressed, this Eurocentric bias will result in OCD genomic findings being more accurate for individuals of European ancestry than other ancestries, thereby contributing to health disparities in potential future applications of genomics. In this study protocol paper, we describe the Latin American Trans-ancestry INitiative for OCD genomics (LATINO, https://www.latinostudy.org). LATINO is a new network of investigators from across Latin America, the United States, and Canada who have begun to collect DNA and clinical data from 5000 richly phenotyped OCD cases of Latin American ancestry in a culturally sensitive and ethical manner. In this project, we will utilize trans-ancestry genomic analyses to accelerate the identification of OCD risk loci, fine-map putative causal variants, and improve the performance of polygenic risk scores in diverse populations. We will also capitalize on rich clinical data to examine the genetics of treatment response, biologically plausible OCD subtypes, and symptom dimensions. Additionally, LATINO will help elucidate the diversity of the clinical presentations of OCD across cultures through various trainings developed and offered in collaboration with Latin American investigators. We believe this study will advance the important goal of global mental health discovery and equity.

Parenting Practices May Buffer the Impact of Adversity on Epigenetic Age Acceleration Among Young Children With Developmental Delays.

This study examined whether children exposed to adversity would exhibit lower epigenetic age acceleration in the context of improved parenting. Children with developmental delays and externalizing behavior problems (N = 62; Mage = 36.26 months; 70.97% boys, 29.03% girls; 71% Latinx, 22.6% Black) were drawn from a larger randomized controlled trial (RCT), which randomized them to receive Internet-delivered parent-child interaction therapy (iPCIT; n = 30) or community referrals as usual (RAU; n = 32). Epigenetic age acceleration was estimated with the pediatric buccal epigenetic clock, using saliva. Adversity was assessed using parent, family, and neighborhood-level cumulative-risk indicators. Adversity interacted with Time 2 (T2) observations of positive and negative-parenting practices to predict epigenetic age acceleration 1.5 years later, regardless of treatment assignment. Children exposed to more adversity displayed lower epigenetic age acceleration when parents evidenced increased positive (b = -0.15, p = .001) and decreased negative (b = -0.12, p = .01) parenting practices.

Latin American Trans-ancestry INitiative for OCD genomics (LATINO): Study Protocol.

Obsessive-compulsive disorder (OCD) is a debilitating psychiatric disorder. Worldwide, its prevalence is ~2% and its etiology is mostly unknown. Identifying biological factors contributing to OCD will elucidate underlying mechanisms and might contribute to improved treatment outcomes. Genomic studies of OCD are beginning to reveal long-sought risk loci, but >95% of the cases currently in analysis are of homogenous European ancestry. If not addressed, this Eurocentric bias will result in OCD genomic findings being more accurate for individuals of European ancestry than other ancestries, thereby contributing to health disparities in potential future applications of genomics. In this study protocol paper, we describe the Latin American Trans-ancestry INitiative for OCD genomics (LATINO, www.latinostudy.org). LATINO is a new network of investigators from across Latin America, the United States, and Canada who have begun to collect DNA and clinical data from 5,000 richly-phenotyped OCD cases of Latin American ancestry in a culturally sensitive and ethical manner. In this project, we will utilize trans-ancestry genomic analyses to accelerate the identification of OCD risk loci, fine-map putative causal variants, and improve the performance of polygenic risk scores in diverse populations. We will also capitalize on rich clinical data to examine the genetics of treatment response, biologically plausible OCD subtypes, and symptom dimensions. Additionally, LATINO will help elucidate the diversity of the clinical presentations of OCD across cultures through various trainings developed and offered in collaboration with Latin American investigators. We believe this study will advance the important goal of global mental health discovery and equity.

Psychometric Evaluation of the Abbreviated Multidimensional Acculturation Scale (AMAS) in a Treatment-Seeking Sample of First-Generation Immigrant Caregivers.

The unique needs of first-generation immigrants and their families have not been prioritized in mental healthcare. Cultural tailoring of child services requires valid, reliable, and efficient assessments of family cultural identity. The Abbreviated Multidimension Acculturation Scale (AMAS) is a self-report of acculturation and enculturation that has been evaluated in community, but not clinical, samples. We offer the first AMAS psychometric evaluation in a treatment-seeking sample of first-generation immigrant caregivers presenting for children's mental healthcare (N = 219). Analyses examined the internal consistency, concurrent validity, and factor structures of the long-form AMAS (42 items, six subscales), AMAS-10 (10 items, four subscales), and AMAS-14 (14 items, six subscales). Findings provide support for the AMAS-10 and AMAS-14, but not the full-length AMAS, in the present sample. Given urgent needs for culturally responsive care for first-generation populations, the AMAS-10 and AMAS-14 can be used in clinical settings to support cultural assessment, case conceptualization, and treatment planning.

The Patient-Reported Outcomes Measurement Information System (PROMIS) pediatric and parent-proxy short forms for anxiety: Psychometric properties in the Kids FACE FEARS sample.

There is tremendous need for brief and supported, non-commercial youth- and caregiver-report questionnaires of youth anxiety. The pediatric and parent proxy short forms of the Patient-Reported Outcomes Measurement Information System (PROMIS) Anxiety scale (8a v2.0) are free, brief, publicly accessible measures of youth- and caregiver-reported anxiety in children and adolescents. Despite increased use of the PROMIS, no study has evaluated performance of its anxiety scales in a sample of treatment-engaged anxious youth. Analyses were conducted on baseline data from the first 265 families (child MAge=11.14 years, 70% racial/ethnic minoritized youth) to enroll in the Kids FACE FEARS trial, a multisite comparative effectiveness trial of therapist-led vs. self-administered treatment for elevated youth anxiety. Confirmatory factor analysis (CFA) examined factor structure; omega coefficients and regression models examined internal consistency, convergent validity, and cross-informant reliability. CFA supported adjusted single-factor solutions across youth and caregiver reports, and internal consistency was high. Convergent validity was supported by medium-to-large associations with anxiety-related impairment and severity. Moderate cross-informant reliability between reports was found. Results showcase the first psychometric study of the PROMIS Anxiety scale short forms among treatment-engaged youth with elevated anxiety. Findings highlight the PROMIS Anxiety scale's utility in typical care settings for youth anxiety.

Telehealth Treatment of Behavior Problems in Young Children With Developmental Delay: A Randomized Clinical Trial.

Importance: Early behavior problems in children with developmental delay (DD) are prevalent and impairing, but service barriers persist. Controlled studies examining telehealth approaches are limited, particularly for children with DD. Objective: To evaluate the efficacy of a telehealth parenting intervention for behavior problems in young children with DD. Design, Setting, and Participants: A randomized clinical trial was conducted from March 17, 2016, to December 15, 2020, in which children with DD and externalizing behavior problems were recruited from early intervention and randomly assigned to a telehealth parenting intervention or control group and evaluated through a 12-month follow-up. Most children were from ethnic or racial minoritized backgrounds. Over one-half of children were in extreme poverty or low income-need ratio categories. Interventions: Internet-delivered parent-child interaction therapy (iPCIT), which leverages videoconferencing to provide live coaching of home-based caregiver-child interactions. Families received 20 weeks of iPCIT (provided in English or in Spanish) or referrals as usual (RAU). Main Outcomes and Measures: Observational and caregiver-report measures of child and caregiver behaviors and caregiving stress were examined at preintervention, midtreatment, and postintervention and at 6- and 12-month follow-ups. Results: The sample included a total of 150 children (mean [SD] age, 36.2 [1.0] months; 111 male children [74%]) and their caregivers with 75 each randomly assigned to iPCIT or RAU groups. Children receiving iPCIT relative to RAU displayed significantly lower levels of externalizing problems (postintervention Cohen d = 0.48; 6-month Cohen d = 0.49; 12-month Cohen d = 0.50) and significantly higher levels of compliance to caregiver direction after treatment. Of those children with data at postintervention, greater clinically significant change was observed at postintervention for children in the iPCIT group (50 [74%]) than for those in the RAU group (30 [42%]), which was maintained at the 6-month but not the 12-month follow-up. iPCIT did not outperform RAU in reducing caregiving stress, but caregivers receiving iPCIT, relative to RAU, showed steeper increases in proportion of observed positive parenting skills (postintervention odds ratio [OR], 1.10; 95% CI, 0.53-2.21; 6-month OR, 1.31; 95% CI, 0.61-2.55; 12-month OR, 1.64; 95% CI, 0.70-3.07) and sharper decreases in proportion of observed controlling/critical behaviors (postintervention OR, 1.40; 95% CI, 0.61-1.52; 6-month OR, 1.72; 95% CI, 0.58-1.46; 12-month OR, 2.23; 95% CI, 0.53-1.37). After treatment, iPCIT caregivers also self-reported steeper decreases in harsh and inconsistent discipline than did than RAU caregivers (postintervention Cohen d = 0.24; 6-month Cohen d = 0.26; 12-month Cohen d = 0.27). Conclusions and Relevance: Results of this randomized clinical trial provide evidence that a telehealth-delivered parenting intervention with real-time therapist coaching led to significant and maintained improvements for young children with DD and their caregivers. Findings underscore the promise of telehealth formats for expanding scope and reach of care for underserved families. Trial Registration: ClinicalTrials.gov Identifier: NCT03260816.

A Call to Action on Assessing and Mitigating Bias in Artificial Intelligence Applications for Mental Health.

Advances in computer science and data-analytic methods are driving a new era in mental health research and application. Artificial intelligence (AI) technologies hold the potential to enhance the assessment, diagnosis, and treatment of people experiencing mental health problems and to increase the reach and impact of mental health care. However, AI applications will not mitigate mental health disparities if they are built from historical data that reflect underlying social biases and inequities. AI models biased against sensitive classes could reinforce and even perpetuate existing inequities if these models create legacies that differentially impact who is diagnosed and treated, and how effectively. The current article reviews the health-equity implications of applying AI to mental health problems, outlines state-of-the-art methods for assessing and mitigating algorithmic bias, and presents a call to action to guide the development of fair-aware AI in psychological science.

Systematic Review: Questionnaire-Based Measurement of Emotion Dysregulation in Children and Adolescents.

OBJECTIVE: Emotion dysregulation, understood as a critical transdiagnostic factor in the etiology and maintenance of psychopathology, is among the most common reasons youth are referred for psychiatric care. The present systematic review examined 2 decades of questionnaires used to assess emotion (dys)regulation in youth. METHOD: Using "emotion (dys)regulation," PsycINFO, PubMed, and Web of Science were searched for empirical, peer-reviewed journal studies published before May 2021 in clinical and/or nonclinical youth. A total of 510 studies met selection criteria and were included. RESULTS: Across the literature, 115 distinct self-, parent-, or other informant-reported measures of emotion (dys)regulation were used in cross-sectional (67.1%), longitudinal (22.4%), intervention (9.0%), and mixed design (1.6%) studies. Out of 115 different questionnaires, a subset of 5 measures of emotion (dys)regulation were used in most of the literature (ie, 59.6% of studies). Moreover, reviewed studies examined emotion (dys)regulation in more than 20 distinct clinical groups, further supporting emotion dysregulation as a transdiagnostic construct. CONCLUSION: Numerous themes emerged. Broadly, measures differed in their ability to capture internal vs external components of emotion dysregulation, the use of adaptive vs maladaptive responses, and subjective experiences more broadly vs particular affective states. These findings serve to guide researchers and clinicians in selecting appropriate measurement tools for assessing specific domains of child and adolescent emotion dysregulation.

School-based supports and accommodations among anxious youth in treatment.

Within pediatric anxiety, accommodation describes ways caregivers modify their behavior in an effort to alleviate distress shown by anxious youth. In schools, accommodation refers to school-based supports (SBS) placed to increase academic success for students with disabilities. The present study, using school documents provided at treatment, examined the types of SBS provided to youth (N = 76; ages 7-17; mean age 11.07; 47.4 % female) diagnosed with an anxiety disorder. SBS were rated by a panel of youth anxiety experts on the degree to which each SBS promoted (a) approach or (b) avoidance. School documents were coded for the presence of SBS and each SBS received a (a) total approach and (b) total avoidance score. Analyses revealed (a) approach and (b) avoidance promoting SBS were differentially associated with diagnostic status: youth with social anxiety disorder were more likely to be recommended SBS promoting avoidance and youth with a specific phobia were more likely to be recommended SBS promoting approach. Overall, the present study characterizes types of SBS being received by anxious youth and finds that SBS recommended to anxious youth vary in type and quality. Discussion considers the need for observations in schools to further address the merits/demerits of anxiety-related SBS.

How Flexible are Treatments for Youth Internalizing Disorders? Examining Modification Guidelines Included across Supported Treatments.

OBJECTIVE: Treatment protocols for youth-internalizing disorders have been developed, however these protocols have yielded mixed findings in routine care settings. Despite increased recognition of the importance of flexibility when delivering evidence-based treatments (EBTs), little is known about the extent to which protocols offer guidance to providers in flexible EBT implementation. The current study examined the extent to which supported EBTs for youth internalizing disorders explicitly incorporate guidance for treatment modification. METHODS: Supported treatment protocols for youth internalizing disorders were identified (N = 44), from which 4,021 modification guidelines were extracted and coded using a structured coding system to classify modification strategies (i.e., the forms that recommended modifications take), and associated tailoring factors (i.e., the rationale for which modifications are recommended). RESULTS: Across all EBTs, modification guidelines were quite common, with the average protocol including almost 91 text passages providing guidance for modification. The majority of modification guidelines functionally increase session or treatment length by recommending the addition or repetition of material, whereas less than 5% of modification guidelines provided strategies for condensing or streamlining care. Strikingly, less than 2% of modification guidelines in EBT protocols address patient cultural factors, and rarely address provider or setting issues that can challenge standard implementation. CONCLUSIONS: Findings highlight critical gaps in the available guidance to modify EBTs for youth internalizing disorders, and suggest EBT protocols may not be optimally poised to flexibly address the broad diversity of children and adolescents across varied settings in need of mental health care.