Local Effects of Intervention: a Configural Analysis.

In standard statistical data analysis, the effects of intervention or prevention efforts are evaluated in terms of variable relations. Results from application of regression-type methods suggest whether, overall, intervention is successful. In this article, we propose using configural frequency analysis (CFA) either in tandem with regression-type methods or by itself. CFA allows one to adopt a person-oriented perspective in which individuals are targeted that can be characterized by particular profiles. The questions asked in CFA concern these individuals instead of variables. In prevention research, one can ask whether, for particular profiles, the preventive measures are successful. In three real-world data examples, CFA is applied and compared to standard log-linear modeling. Examples consider non-randomized (observational) and randomized intervention settings. The results of these analyses suggest that person-oriented CFA and standard variable-oriented methods of analysis respond to different questions. We show that integrating person- and variable-oriented perspectives can help researchers obtain a fuller picture of intervention effectiveness. Extensions of the CFA approach are discussed.

Gender, Racial, and Socioeconomic Disparities on Social and Behavioral Skills for K-8 Students With and Without Interventions: An Integrative Data Analysis of Eight Cluster Randomized Trials.

Despite decades of concern about disparities in educational outcomes for low SES students and students of color, there has been limited rigorous study of programmatic approaches for reducing these disparities in elementary or middle schools. We conducted integrative data analysis (IDA) of the combined data from eight Institute of Education Sciences funded cluster randomized trials to address the research gaps on social and behavioral outcome disparities. The final analytic sample includes 90,880 students in varying grade levels from kindergarten to grade 8 in 387 schools in 4 states (Maryland, Missouri, Virginia, and Texas). Two-level hierarchical linear modeling was used for multilevel moderation analysis. This study provided empirical evidence that there were significant gender, racial, and socioeconomic disparities on social and behavioral outcome measures for elementary and middle school students, the disparities significantly varied across schools, and the disparities could be reduced by interventions. We discussed our findings, implications for interpreting effect sizes of interventions using disparities as empirical benchmarks, and study limitations. We concluded with suggestions for future research.

Configural frequency trees.

Although variable-oriented analyses are dominant in developmental psychopathology, researchers have championed a person-oriented approach that focuses on the individual as a totality. This view has methodological implications and various person-oriented methods have been developed to test person-oriented hypotheses. Configural frequency analysis (CFA) has been identified as a prime method for a person-oriented analysis of categorical data. CFA searches for configurations in cross-classifications and asks whether the number of observed cases is larger (CFA type) or smaller (CFA antitype) than expected under a probability model. The present study introduces a combination of CFA and model-based recursive partitioning (MOB) to test for type/antitype heterogeneity in the population. MOB CFA is well suited to detect complex moderation processes and can distinguish between subpopulation and population types/antitypes. Model specifications are discussed for first-order CFA and prediction CFA. Results from two simulation studies suggest that MOB CFA is able to detect moderation processes with high accuracy. Two empirical examples are given from school mental health research for illustrative purposes. The first example evaluates heterogeneity in student behavior types/antitypes, the second example focuses on the effect of a teacher classroom management intervention on student behavior. An implementation of the approach is provided in R.

Effect of Daily Teacher Feedback on Subsequent Motivation and Mental Health Outcomes in Fifth Grade Students: a Person-Centered Analysis.

Prevention scientists recognize that implementing effective prevention practices and programs responsive to the needs of individuals but based solely upon the findings from variable-centered methods presents several limitations due to numerous risk factors, pathways, and unobserved influences. One such understudied influence that is masked by variable-centered methods, motivation, is a person-level characteristic that influences treatment outcomes. The purpose of this paper is to demonstrate the use of an alternative person-centered approach, group iterative multiple model estimation (GIMME), to model change over time that focuses on the interdependence of daily student motivation levels and teacher feedback and their relations to student outcomes over time. Specifically, we used GIMME to model person level responses to negative teacher feedback regarding students' next day motivational ratings using data from 58 5th grade students participating in a study of the impact of the self-monitoring and regulation training strategy (SMARTS). Results identified a set of SMARTS students whose daily readiness aligned with high rates of self and teacher agreement regarding ongoing performance ratings. However, results identified a group of students whose daily motivation and readiness for change was adversely impacted by negative teacher feedback the day before. For these students, they were more likely than their peers to experience high levels of depression and internalization scores. Motivationally oriented practice suggestions for providing feedback to students who may be sensitive to this type of feedback and research implications of these findings are discussed.

Does Child Likeability Mediate the Link Between Academic Competence and Depressive Symptoms in Early Elementary School?

The present study investigated the role of teacher-rated likeability as a mediator of the relation between low academic competence and depressive symptoms in elementary-aged children. Analyses focused on a sample of children at risk for child maltreatment living in Hawaii (n = 380). Structural equation modeling supported the hypothesized negative relations between academic competence in first grade and depressive symptoms in third grade controlling for correlated constructs (e.g., baseline social avoidance, parenting stress, externalizing problems, and internalizing symptoms). Teacher-rated likeability in second grade negatively mediated the effect of academic competence on depressive symptoms. Implications for understanding the role of early academic skill deficits and social judgments on risk for depressive symptoms as well as recommendations for interventions and prevention strategies are discussed.

The Incredible Years Teacher Classroom Management Program: Outcomes from a Group Randomized Trial.

This group randomized controlled trial (RCT) evaluated the efficacy of the Incredible Years Teacher Classroom Management Program (IY TCM) on student social behavioral and academic outcomes among a large diverse sample of students within an urban context. Participants included 105 teachers and 1817 students in kindergarten to third grade. Three-level hierarchical linear models (HLM) were conducted to examine the overall treatment effects on teacher-reported student behavior and academic outcomes. In addition, multi-level moderation analyses were conducted to examine whether the treatment effects on student outcomes differed by demographic variables and pretest measures of social emotional and disruptive behavior and academics. Findings indicate that IY TCM reduced student emotional dysregulation (d = - 0.14) and increased prosocial behavior (d = 0.13) and social competence (d = 0.13). In addition, students initially lower on measures of social and academic competence demonstrated significant improvements on the same measure at outcome in comparison to similar peers in control classrooms. Practical significance of the findings and implications for schools and policy makers are discussed.

Language Delays and Child Depressive Symptoms: the Role of Early Stimulation in the Home.

The present study investigated the role of early stimulation in the home and child language delays in the emergence of depressive symptoms. Data were from a longitudinal study of at-risk children in Hawaii (n = 587). Low learning stimulation in the home at age 3 and language delays in first grade both significantly increased risk for child depressive symptoms in third grade. Structural equation modeling supported the hypothesized path models from home learning environment at age 3 to depressive symptoms in third grade controlling for a host of correlated constructs (maternal depression, child temperament, and child internalizing symptoms). Total language skills in the first grade mediated the effect of home learning environment on depressive symptoms. The study and findings fit well with a nurturing environment perspective. Implications for understanding the etiology of child depression and for designing interventions and prevention strategies are discussed.

School personnel well-being: Advancing measurement, best practices, and policy-Section 1: The role of context and competence in educator well-being.

This special issue of School Psychology is focused on promoting scholarship on school personnel well-being and safety as well as systemic factors that can be leveraged to make schools healthier places for all. This includes understanding social-ecological factors related to educator sense of personal safety and wellness, as well as focusing on school psychologists' role in promoting adaptive school environments. In this introduction to the special issue, we provide a synthesis of nine articles that capture the role of context and competence in educator well-being. Next, we reflect on what we learned from these studies about theories, measures, methods, and models related to educator well-being. We conclude with recommendations for future research directions. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Centering students' voices in the exploration of in-classroom culturally responsive practices.

Scholars have developed culturally responsive frameworks and interventions to support educators as they aim to create inclusive and equitable classroom environments. Despite the number of frameworks on the topic, research on culturally responsive practices (CRPs) is limited by the lack of clear definitions or evidence on the effectiveness of in-classroom culturally responsive interventions. With the aim to understand which characteristics are important for in-classroom CRPs, this qualitative study explored students' perceptions of practices teachers use to respond to students' learning and cultural identities. We conducted 23 focus groups with 103 Black, Latine, and White students in middle and high school from two midwestern schools. After analyzing the data, we identified four overarching themes: (a) inclusive classroom instruction, (b) emotional safety in the classroom, (c) relational quality with the teachers, and (d) racism and other "isms" in the classroom. Students consistently commented on the importance of teacher support for students' emotional and academic well-being while also describing teachers that demeaned them or their peers, in turn, obstructing their learning. The findings hold promise to clarify and strengthen professional development CRP interventions as students offer insight about teacher cultural responsiveness and non-responsiveness.

Positive student-teacher relationships and exclusionary discipline practices.

Teacher-student relationships are beneficial for students and especially important in the middle school context. Suspensions are critical to reduce as it can be detrimental to the educational trajectory of students, particularly for marginalized students in underfunded schools. This study looked at the relations between teacher-student relationships and suspensions across the academic year in a sample of students (N = 541) and teachers (N = 51) in two urban school districts in the Midwest. A brief measure of teachers' perceptions of relationships with students completed in the fall of the academic year predicted the odds of receiving in-school suspension (ISS; odds ratio [OR] = 0.65) and out-of-school suspension (OSS; OR = 0.72) by the end of the school year. Student reports of the relationships were also associated with ISS (OR = 0.94), but not OSS. On average, teachers' report on the scale improved over the course of the school year (d = 0.11); however, student report of the relationships worsened (d = 0.30). The difference in the student report of the relationships from fall to spring was also associated with the odds of receiving ISS and OSS (ORs = 0.94). These findings suggest that student and teacher perceptions together are associated with harsh discipline practices that can negatively impact students' developmental trajectories. Relationships can change but direct action is necessary to develop, maintain, and repair relationships during the academic year.

"Let's talk about it": Black youths' perceptions on the development of a school-based social media campaign.

The increase in social media mental health (MH) campaigns provides an opportunity to improve awareness and attitudes toward MH. However, racial disparities remain in these social media campaigns. Black youth who participated in MH social media campaigns reported lower levels of improvement in stigma and help-seeking than their White peers. We employed a youth participatory action research (YPAR) process to expand on a previous community-wide MH social media campaign (A. Thompson et al., 2021), focusing on a Central Midwest community. We studied Black adolescents' perceptions of MH stigma and help-seeking to determine essential features of a culturally responsive MH social media campaign for Black youth. With a lead youth-research collaborator, the research team designed the following two-staged study. The first stage consisted of four semistructured focus group interviews (FGIs) (N = 20), analyzed by using a rapid analysis strategy to obtain results for the development of the campaign. In the second stage, using YPAR's iterative and action-based process, five youth researchers collaborated with the research team on the campaign's design. Following the two stages, the researcher's thematic analysis resulted in three themes: (a) broadening horizons for campaign designers and MH professionals; (b) considering mistrust of schools and school personnel; and (c) diverse experiences, sustainability, and accessibility in a campaign. Findings indicated that while culturally responsive social media campaigns to promote MH can be designed, mistrust of adults in schools is likely to hinder the impact of such campaigns. Implications for school psychology practice and research are discussed. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Developmental trajectories of maladaptive perfectionism among African American adolescents.

This study examined the developmental trajectories of maladaptive perfectionism over a 7-year period among African American youth living in an urban setting (N = 547). In particular, the study attempted to determine whether two maladaptive aspects of perfectionism (socially prescribed and self-critical) changed over time and could be distinguished by variables in 6th and 12th grades (Mage at study entry [first grade] was 6.22 years [SD = 0.34]). Four classes best described the developmental trajectories on both measures of maladaptive perfectionism: high, low, increasing, and decreasing. Sixth- and 12th-grade correlates, including measures of internalizing symptoms, mostly confirmed the distinctiveness of these classes. Parallel process analyses suggested that the two processes are complementary, yet distinct. Implications regarding the prevention of maladaptive perfectionism are discussed.

Illustrating the multiple facets and levels of fidelity of implementation to a teacher classroom management intervention.

Many school-based interventions to promote student mental health rely on teachers as implementers. Thus, understanding the interplay between the multiple domains of fidelity to the intervention and intervention support systems such as coaching and teacher implementation of new skills is an important aspect of implementation science. This study describes a systematic process for assessing multiple domains of fidelity. Data from a larger efficacy trial of the Incredible Years Teacher Classroom Management (IY TCM) program are utilized. Data on fidelity to the IY TCM workshop training sessions and onsite weekly coaching indicate that workshop leaders and the IY TCM coach implemented the training and coaching model with adequate adherence. Further, workshop leaders' ratings of engagement were associated with teacher implementation of specific praise, following training on this content. Lastly, the IY TCM coach differentiation of teacher exposure to coaching was evaluated and found to be associated with teacher implementation of classroom management practices and student disruptive behavior.

Best practices for examining and reporting the social consequences of educational measures.

Despite general agreement about the importance of test score relevance, utility, and consequences, empirical articles rarely examine or report these facets of validity. The purpose of this special issue of School Psychology was to provide empirical examples that examine the social consequences of educational test score use. The goal was to illustrate best practices in social consequence considerations and encourage future measurement articles to go beyond a basic consideration of psychometric properties. In this overview article, we provide an overview of validity frameworks and their application in education research. We also review the current state of social consequence research and offer recommendations to increase and improve this research in our field. After summarizing the articles and commentaries in the special issue, we conclude by describing a framework for guiding test development and ongoing evaluation from a social consequence perspective. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Shifts in Stressors, Internalizing Symptoms, and Coping Mechanisms of Teachers During the COVID-19 Pandemic.

As the frontline of our education system, teachers endure greater job-related stress than other professionals, even under the best of circumstances. While they were already exposed to certain stressors affecting their emotional health, the pandemic outbreak introduced new challenges putting teachers at risk of experiencing higher rates of emotional distress. This longitudinal study aimed to identify changes in teaching stressors and teachers' coping strategies in the period before the pandemic to the immediate outbreaks of COVID-19 in Fall 2020. In addition, we examined the correlation of teachers' coping approaches with stress, anxiety, and depression to understand if coping strategies correlate and predict such emotional distress. To this end, 376 English as a foreign language (EFL) teachers in Iran in the first wave and 351 in the second wave completed a battery of validated inventories capturing their emotional distress, teaching stressors, and coping approaches. The mean scores of the stressors and coping strategies across two waves indicated significant shifts toward using functional coping strategies upon experiencing new demands. Furthermore, we found that novice teachers experienced higher rates of stress and anxiety, which were positively associated with dysfunctional coping strategies. The results of the stepwise regression analysis with (dys)functional coping strategies indicated that coping mechanisms significantly account for 25% of variances in stress, anxiety, and depression. The implications of the study regarding promoting teacher mental health through identifying the risk factors associated with dysfunctional coping strategies have been discussed.

A cognitive-behavioral approach to teacher burnout: A randomized controlled trial of a group therapy program.

BACKGROUND AND OBJECTIVES: As a well-known phenomenon with significant social, biological, and psychological impacts, burnout syndrome has been viewed and treated from different therapeutic perspectives. However, few studies have evaluated interventions to prevent and alleviate teacher burnout. DESIGN: This study comprised a randomized controlled trial (RCT) of a group-based cognitive-behavioral therapy (CBT) program for teacher burnout, with assessments at pre-treatment, post-treatment, and 6-month follow-up. METHODS: The Maslach Burnout Inventory-Educators Survey (MBI-ES) was administered to 242 English language teachers with diverse professional profiles in Iran. Of these, 62 teachers with burnout symptoms were randomly assigned to either a group-based eight-week CBT treatment program or a waiting list control condition. RESULTS: The results of a series of mixed factorial ANOVAs demonstrated significantly greater improvements for the treatment compared to the control condition on the total score and three subscales of the MBI-ES (teachers' emotional exhaustion, depersonalization, and reduced personal accomplishment) at post-treatment, with treatment effects maintained at 6-month follow-up. CONCLUSIONS: This CBT intervention has promise for supporting teachers in stressful occupational conditions and reducing their burnout.

Establishing the measurement precision of the patient health questionnaire in an adolescent sample.

BACKGROUND: Technically sound measures are necessary for accurately identifying youth at risk for depression, but many studies rely on classical test theory metrics or adult samples to evaluate measures. This study examined the use of the PHQ-8, a common and freely available pediatric depression screener, in an adolescent sample using item response theory (IRT). METHODS: Secondary analyses were conducted on data from a study conducted in Midwestern middle schools in which 1224 youth completed the PHQ-8 as part of a battery of surveys. Polytomous IRT analyses (a Graded Response Model) were used to evaluate the PHQ-8. Items were examined for their ability to distinguish between respondents of different latent depression severity and for differential item functioning (DIF) across demographic categories. RESULTS: All PHQ-8 items had adequate discriminative abilities. Items measuring anhedonia and psychomotor disturbances performed relatively poorly, and items measuring somatic symptoms (appetite and sleep) were most informative when respondents endorsed extreme response options ("not at all" or "nearly every day"). No DIF was found across grade level or race, but several items were flagged for DIF by gender and student income level. LIMITATIONS: These results might not be generalizable to a broader youth population due to administration setting and the unique demographic characteristics of this sample (76.0 % African American). CONCLUSIONS: Tools such as the PHQ-8 are appropriate to quickly screen for depression in adolescents, but further scrutiny of adolescent response patterns is warranted. Future research should examine items measuring anhedonia and psychomotor and somatic disturbances in adolescents.

Single-item principal stress and coping measures: Concurrent and predictive validity and comparisons to teacher measures.

The present study analyzed concurrent and predictive validity of single-item scales for assessing principal stress and coping. We examined concurrent and prospective relations among stress and coping single-items with principal job satisfaction, overall health, perceptions of school safety, and principal leadership self-efficacy. We also compared principals and teachers on their stress and coping levels using the same single-item scales. Consistent with the literature on teacher stress and coping, the correlations of principal coping with different outcomes-job satisfaction, overall health, leadership efficacy, and safety perceptions-were stronger in comparison to the correlations between principal stress and those same outcomes. In regression models with both stress and coping, only principal coping predicted concurrent and future principal job satisfaction and overall health, as well as change in those outcomes. Coping also predicted concurrent but not future perceptions of school safety. Stress and coping did not consistently predict concurrent or future measures of leadership self-efficacy. Last, we found that principals reported even higher levels of stress than the well-documented high levels reported by teachers. We discuss areas for further research and potential use of these measures. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Usability and social consequences of the early identification system as a universal screener for social, emotional, and behavioral risks.

The Early Identification System (EIS) was developed to overcome many of the usability challenges of school-based behavior screeners. Several prior studies have documented the technical adequacy of the EIS. The present study expanded this work by examining the use, relevance, values implications, and social consequence of EIS implementation in a sample of 54 K-12 schools and 23,104 students in the Midwestern United States. We found that nearly all schools, teachers, and students completed the EIS as planned. Schools used the data to provide universal, selective, and indicated services to a high percentage of students identified with risks as well as to plan professional development for educators based on the screening data. Seventy-nine percent of schools implemented the EIS system with high fidelity, and fidelity was unrelated to student demographic composition within schools. These findings suggest that the EIS may overcome many of the usability barriers that plague common behavior screeners. Limitations and implications for advancing the science of social consequence evaluation are discussed. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Examining the validity of the Early Identification System - Student Version for screening in an elementary school sample.

As many as 1 in 5 youth in the United States experience social, emotional, and behavioral problems. However, many students with mental health concerns are unidentified and do not receive adequate care. The purpose of this study was to evaluate the factor structure, measurement invariance, and the concurrent and predictive validity of the Early Identification System-Student Report (EIS-SR), a screener for social, emotional, and behavioral problems, using a sample of over 5000 students from Grades 3 to 5. The EIS-SR was developed by using extant literature on the risk indicators that lead to social, emotional, and behavioral challenges among children and youth. As expected, seven subscales were identified as having adequate factor loadings. Furthermore, the measure was determined to be invariant across grade level (n = 5005), gender (n = 5005), and between Black and White students (n = 1582). The concurrent validity of the Internalizing Behavior, Attention and Academic Issues, Emotion Dysregulation, and School Disengagement subscales was supported by correlations with comparable subscales of the Behavior Assessment System for Children-3rd Edition (BASC-3; n = 382). Additionally, the EIS-SR subscales administered in the fall of the school year were predictive of important outcomes in spring, including attendance (n = 4780), disciplinary referrals (n = 4938), bully victimization (n = 4670), math academic achievement scores (n = 4736), and reading (n = 4772) academic achievement scores. The EIS-SR holds promise as a feasible and technically adequate screening tool for use in elementary schools.