Kristen L. Granger’s research while affiliated with Vanderbilt University and other places

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Publications (53)


Momentary Impacts of Opportunities to Respond and Praise for Students With Persistent Challenging Behavior
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June 2025

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19 Reads

Journal of Positive Behavior Interventions

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Kristen L. Granger

Measuring moment-to-moment interactions between teachers and students with persistent challenging behavior can help explain broader behavioral patterns in the classroom and identify ways to initiate change in teacher–student interaction cycles. In this U.S. descriptive observational study, we conducted a series of classroom observations for each of 20 students referred for individualized behavior support. We collected timed-event count data on teacher opportunities to respond (OTRs), teacher praise, student challenging behavior, and student active responding. Using sequential analysis and multilevel modeling to account for observations nested within student, we tested a series of hypotheses on whether and how certain behaviors impacted the momentary likelihood of others. Among other findings, results showed teacher OTRs decreased the momentary likelihood of student challenging behavior; student challenging behavior decreased the momentary likelihood of teacher OTRs; and student active responding increased the momentary likelihood of subsequent OTRs and praise. Our findings extend the literature on teacher OTRs to students with persistent challenging behavior and contribute evidence to recently developed sequential analysis methods designed to better control for base rates and chance sequencing of behaviors.


Impacting Student Vocabulary Outcomes Through Multimedia Professional Development

June 2025

Journal of Special Education Technology

As students enter upper elementary and middle school, content area vocabulary terms become more prevalent and complex. While some students can learn terms from traditional methods (e.g., lecture, textbook) students with disabilities and others who struggle need additional support. Evidence-based explicit instructional practices and multimedia can help vocabulary teaching and learning. Using a quasi-experimental design, we examined the impact of the Content Acquisition Podcast-Professional Development (CAP-PD) on teacher implementation of evidence-based vocabulary practices and vocabulary knowledge for students with and without disabilities in inclusive science classrooms. Results included a combined sample from two sister studies of n = 21 ( n = 7 business as usual [BAU]) teachers and n = 1365 ( n = 525) students. Treatment teachers used target practices with higher quality and quantity compared to BAU. Students, including those with disabilities, in treatment classrooms, performed better on measures of science vocabulary knowledge compared to peers in the BAU classrooms. Teacher professional development implications surrounding evidence-based vocabulary practices are discussed.


A Preliminary Investigation of Student Externalizing Behavior, Teacher Praise, and Peer Reputations

May 2025

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9 Reads

Journal of Emotional and Behavioral Disorders

The purpose of this study was to examine the relation between externalizing behavior and peer reputations of kindergarten through third-grade students ( N = 35, from 18 classrooms) with or at risk for Emotional and Behavioral Disorders (EBDs). We also examined the extent to which this relation varied as a function of teacher delivery of praise. A series of multiple regression models, adjusted for the nesting of students within classrooms, were conducted. Models revealed a significant effect of the interaction between externalizing behavior and teacher praise on peer reputations for prosocial behavior (i.e., “Being Nice”). This effect indicated a negative relation between externalizing behavior and a prosocial peer reputation for students who received low rates of teacher praise. However, a positive relation was present between externalizing behavior and a prosocial peer reputation for students who received average and high rates of teacher praise. Findings reinforce that teacher praise is an important positive behavioral support and send a preliminary signal that praise may mitigate negative peer reputations for students with or at risk for EBD. Implications for research and practice are discussed.


Carrying capacity
Conceptual model of classroom carrying capacity and future research directions
Future research and development of the classroom carrying capacity framework
Examples of the four domains of classroom carrying capacity by type and density
Classroom Carrying Capacity: A Resource and Limiting Factors Framework
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  • Full-text available

March 2025

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124 Reads

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1 Citation

Educational Psychology Review

The purpose of this paper is to propose a framework to guide the study of classroom factors that promote student functioning and development within classroom settings. First, we describe a new framework, Classroom Carrying Capacity, to categorize factors in the classroom as limiting or resource factors across four domains: external, collective classroom, student, and teacher. We also describe a schema for categorizing each limiting or resource factor as density dependent vs. independent and psychosocial vs. physical. This new framework is built from a model of sustainable ecosystems from the fields of biology and environmental sciences, to conceptualize the optimal level of support that a classroom can provide. Second, we illustrate the application of Classroom Carrying Capacity by demonstrating how three areas of research inquiry may be advanced via this framework. Finally, we recommend directions and high-leverage opportunities for theoretically and empirically building on the proposed framework.

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Behavioral Reputations of Elementary Students With or at Risk for Emotional and Behavioral Disorders

February 2025

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15 Reads

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1 Citation

Behavioral Disorders

Elementary school students with or at risk for emotional and behavioral disorders (EBD) are likely to experience social difficulties and challenges with peer relationships (e.g., victimization, rejection, isolation, and negative peer influence). A particularly salient influence on students’ classroom-based social experiences is how they are perceived by their classmates. The current study examined the extent to which the behavioral reputations of K to third-grade students identified as with or at risk for EBD (focal students; n = 26) differed from their classmates ( n = 120). Results revealed that focal students had poorer behavioral reputations among the domains of Starts Fights, Says Mean Things, Nice, Cooperates, and Gives the Teacher a Hard Time; and that these reputations were stable over time. Interestingly, there were no differences between focal students and their classmates for the reputation of being Picked On. Implications and limitations are discussed.


Graph of the association between teacher–child conflict and teachers’ classroom management self-efficacy by relative child challenging behavior
Teacher’s Classroom Management Self-Efficacy and Teacher–Child Conflict as a Function of Child Ordinal Behavior Ranking

January 2025

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67 Reads

School Mental Health

In early care and education settings, children who display challenging behaviors tend to have higher rates of conflict with their teachers than children without such problems. This proof-of-concept study examines the extent to which early childhood teacher’s classroom management self-efficacy is associated with conflictual teacher–child relationships with children who have been screened for and exhibit elevated levels of externalizing behaviors (i.e., focal children). In addition, we examine whether this association varies by a child’s ordinal level of challenging behavior relative to their classroom peers who also exhibit elevated levels of challenging behaviors. This study included 312 focal children (66% male), identified as at risk of Emotional and Behavioral Disorders (EBD), and 125 classrooms in which teachers completed surveys to assess teacher–child conflict, classroom management self-efficacy, and child challenging behavior. Findings revealed that in classrooms with three focal children, a disordinal interaction was present. The relation between teacher self-efficacy and teacher–child conflict differed as a function of child ordinal behavior rank. We conclude with a discussion of the implications of this work for research and practice.


An Adaptation of Stay Play Talk for Young Children Who Exhibit Social Withdrawal

November 2024

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33 Reads

Journal of Positive Behavior Interventions

Promoting positive relationships with peers is an important support for children who exhibit social withdrawal. Children who show extreme shyness or are identified as self-isolating are at risk for developing internalizing conditions, which can also lead to poor social and academic outcomes. These children may benefit from targeted support to develop relationships with peers. Identifying effective social interventions that support children who exhibit internalizing behaviors such as social withdrawal in preschool classrooms is a critical need. A nonconcurrent multiple baseline across three focal children design was used to test the effects of an adapted version of Stay, Play, Talk (SPT) that included peer choice on the estimated duration of social play for young children who were socially withdrawn. A functional relation was found between the implementation of SPT with peer choice and focal children’s social play. This study demonstrates that SPT with peer choice may be an effective and socially valid intervention for increasing the social play of preschoolers who are socially withdrawn in classrooms. More research is needed to better understand to what extent this adapted SPT intervention impacts children’s social networks, broader social-emotional development, and specific internalizing behaviors when implemented over a longer period.


Predicted likelihood of early childhood teachers’ delivery of behavior specific praise.
Child gender and challenging behavior influences early childhood teachers' use of behavior specific praise

September 2024

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33 Reads

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2 Citations

This study used data from 435 teacher‐child dyads in early childhood classrooms to examine the extent to which teachers' use of behavior specific praise (BSP) with children screened for elevated rates of externalizing behaviors was influenced by the intensity of child challenging behavior and gender. Observational assessments indicated that teachers used BSP infrequently. A multiple regression model revealed a significant association between the interaction of child challenging behavior and gender and teachers' delivery of BSP. An examination of the simple slopes revealed a disordinal interaction where the relation between challenging behavior and teachers' delivery of BSP differed as a function of child gender. These findings point to an increased need for training to support teachers' use of BSP and understanding of the influence of child gender and behavior on the use of BSP.


Initial Development of the Child Responsiveness Scale for Early Childhood Settings

September 2024

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7 Reads

Journal of Emotional and Behavioral Disorders

This article presents initial psychometric data for scores on the Child Responsiveness Scale (CRS), an observational measure to assess child responsiveness to teacher delivery of practices designed to promote social-emotional competencies. In Study 1, 633 live observations conducted with 54 teachers and 91 children at risk for emotional and behavioral disorders in early childhood classrooms were rated independently by two coders. Interrater reliability, ICC(2,2), for the CRS item scores, averaged .67 ( SD = .06; range .55 to .72). The CRS scale scores demonstrated sensitivity to variation across teachers, children, and coders. In Study 2, 634 recorded observations with 52 teachers and 52 children in early childhood classrooms were rated independently by two coders. Interrater reliability, ICC(2,2), for the item scores, averaged .62 ( SD = .08; range .53 to .74). An exploratory factor analysis and a confirmatory factor analysis conducted on separate samples indicated that the items were best represented as two correlated factors, one for positive and one for negative items. Analyses provided preliminary evidence for CRS scale score validity. Future research directions are discussed regarding using the CRS to evaluate child responsiveness’s role in promoting child outcomes in early childhood classrooms.


Effects of Online Tiered Training to Increase Teachers’ Use of Positive Behavior Supports

September 2024

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46 Reads

Teacher Education and Special Education The Journal of the Teacher Education Division of the Council for Exceptional Children

To develop and support teachers’ skills in classroom management, resource-efficient teacher training approaches are needed. This study evaluated the effects of an online tiered training intervention on teachers’ use of class-wide positive behavior supports, either behavior-specific praise (BSP) or opportunities to respond (OTRs), using a randomized controlled trial conducted in an online graduate course in classroom management. Fifty-nine participants (52 teachers, 6 paraprofessionals, and 1 after-school instructor) completed the study. We randomly assigned 29 teachers to receive tiered training for BSP and 30 teachers to receive tiered training for OTRs. We found tiered training increased participants’ use of the target practice, BSP or OTR, with medium to large effect sizes, and most teachers required support beyond universal training. Teachers rated the training they received as highly acceptable, feasible, and useful.


Citations (34)


... Following the incremental science pathway that is inclusive of SWDs, researchers might INCREMENTAL SCIENCE begin with a measurement study that focuses on understanding how to measure, capture, and account for variation in classroom contexts, and the numerous contributing factors that act as resources and limiters to inclusive classroom environments. These factors could involve observable, malleable classroom level factors (e.g., supplies, teacher pedagogical skills, peer relationships), affective variables (e.g., teacher self-efficacy, perceptions of inclusion and disability), system-level factors (e.g., administrative support, professional development opportunities, educator community and collective efficacy), and external factors (e.g., political climate and sociopolitical factors, neighborhood characteristics, weather) (Granger & Chow, 2025). In one recent example for external factors, Chung et al. (2025) use an instrumental variable approach to show that ambient air pollution influences student and teacher outcomes such as absenteeism and office discipline referrals. ...

Reference:

Using Incremental Science to Improve Inclusive Educational Psychology Research
Classroom Carrying Capacity: A Resource and Limiting Factors Framework

Educational Psychology Review

... Assim, a interação professor-aluno constitui-se em um componente essencial para a promoção da aprendizagem acadêmica, do comportamento e da socialização dos alunos, embora nem todas as crianças tenham sucesso nessas aquisições, resultando em prejuízos para o desenvolvimento social e acadêmico das mesmas (Granger et al., 2024). Condições diversas, segundo Granger et al. (2024), operam no ambiente da sala de aula, incluindo a presença de alunos com dificuldades comportamentais e acadêmicas caracterizando déficits interpessoais, acadêmicos e atencionais, bem como condições que vão além da sala de aula, por vezes envolvendo aspectos do contexto familiar, tais como o suporte/cooperação parental e do contexto cultural. ...

The Relation Between Classroom Adversity and Students’ Problem Behavior as a Function of Teachers’ Emotional Support
  • Citing Article
  • February 2024

Behavioral Disorders

... Future work needs to consider how teachers' mental health can be addressed, considering initial findings that teacher mental health and wellbeing has an impact on various student outcomes (e.g. Maricuțoiu et al., 2023;McLean et al., 2023;Ouellette et al., 2018). The reasons for poor fidelity is this study are not clear; thus, future research would benefit from gathering further qualitative data from teachers on the strengths and weaknesses of the program and how implementation could be improved from their perspective. ...

Associations Between Elementary Teachers’ Mental Health and Students’ Engagement Across Content Areas
  • Citing Article
  • September 2023

Contemporary Educational Psychology

... The additional time and effort needed to adapt instruction, differentiate learning activities, and provide individualized attention can lead to heightened stress and exhaustion (Sandilos et al., 2024;Schaack et al., 2020). Research has shown that these factors contribute to lower job satisfaction, diminished quality of teacher-child interactions, and increased risk of burnout and turnover (Granger et al., 2023;Whitaker et al., 2015). ...

Teachers’ Depressive Symptoms and Teacher-Child Conversation Quality in Early Childhood Classrooms
  • Citing Article
  • July 2023

... The longitudinal design of some studies, while beneficial for observing trends over time, may also introduce limitations such as attrition bias. Students who disengage from learning entirely may drop out of studies, leading to potentially misleading conclusions concerning the general student population's experiences with AI tools (Granger et al. 2023). These controversial issues highlight the complexity of exploring the relationship between AI-driven learning platforms and EFL students' emotional well-being. ...

Teacher Burnout and Supporting Teachers of Students with Emotional and Behavioral Disorders
  • Citing Article
  • February 2023

Journal of Emotional and Behavioral Disorders

... Le milieu scolaire offre un contexte propice à la mise en place d'interventions visant l'amélioration de la santé mentale (Lyon et Bruns, 2019a). D'ailleurs, plusieurs pratiques d'intervention ont le potentiel d'influencer positivement le fonctionnement social, émotionnel et comportemental des élèves en difficulté (McLeod et al., 2023;McLeskey et al., 2018). Cependant, cet impact est conditionnel, entre autres, à une implantation de qualité qui tient compte de la compréhension des différents facteurs (scolaires ou autres) qui l'influencent (Lyon et Bruns, 2019a). ...

Study Protocol: Multi-Level Determinants of Implementation and Sustainment in the Education Sector
  • Citing Article
  • May 2022

Journal of Emotional and Behavioral Disorders

... However, some studies argue that teachers' behavioral management practices do significantly affect student performance. Munir et al. (2020) found a strong positive correlation between teachers' behaviors and academic achievement at the tertiary level, while Washington-Nortey et al. (2022) suggested that behavioral management strategies can enhance student behavioral outcomes, which may, in turn, improve academic performance, especially in virtual learning environments. Paramita et al. (2023) highlighted that effective classroom management is essential for addressing behavioral problems and fostering learning, aligning with Hattie's (2009) meta-analysis, which concluded that teacher-student relationships and classroom management have a moderate impact on learning outcomes. ...

Sustaining BEST in CLASS: Teacher-Reported Evidence-Based Practice Use with Students at Risk for Emotional and Behavioral Disorders Amidst the COVID-19 Pandemic

School Mental Health

... We observed that CLA was negatively related to instructional clarity at the class level. The result empirically confirmed the impact of CLA on teaching practice, which is similar to previous findings (Granger et al., 2021(Granger et al., , 2024. Classrooms with higher levels of adversity may be subject to various forms of disruptive behaviour from peers, which impedes students' ability to perceive instructional clarity (Mainhard et al., 2011). ...

A Preliminary Investigation of the Role of Classroom Contextual Effects on Teaching Efficacy and Classroom Quality

Preventing School Failure

... For example, teachers may encourage boys to engage in more physical or technical activities, while girls could be directed toward more relational or artistic tasks. However, recently, teachers have become aware of the need to promote gender-integration in their classrooms, and strategies are currently being developed (Farago et al., 2022). ...

Teachers’ Gender-Role Attitudes and Gendered Classroom Practices

... Indeed, the likelihood of students with language disorders-the most widely rejected group due to their communication problems [27]-establishing friendships is 50% lower when compared to other students [28]. Moreover, affinity in language terms can play a key role in emotional connection and when making friends since sharing a common language aids effective communication, fosters deeper mutual understanding and helps create strong ties of friendship [29]. It is important to remember that oral competence is developed, particularly at the infant stage, so encouraging and stimulating it in the classroom is crucial [30]. ...

A Sociometric Approach to Understanding Characteristics of Same-and Other-Gender Friendships in Young Children

Early Childhood Research Quarterly