Shared book reading can facilitate meaningful mathematical interactions. This study extends prior research by exploring the effect of book content and parent training in shared book reading. A comparison phase embedded within a multiple baseline design across participants was used with three Head Start parent–child dyads to examine the effect of book type (i.e., math or nonmath) on the frequency of parent and child mathematical utterances (i.e., math talk) and to evaluate whether there was a functional relation between training as well as provision of reader’s guides and increased frequency and diversity of parent and child math talk. Overall and on average, dyads engaged in more math talk when provided with math books as compared with nonmath books. Results regarding training and provision of supplementary materials were less clear. Results are discussed with attention to multiple indicators of effectiveness and considerations for designing home mathematical interventions.

Autistic individuals are at elevated risk for difficulties with emotion regulation (ER) that emerge early in life and are associated with a range of internalizing and externalizing disorders. Existing interventions that support ER have focused on school-age autistic children and adolescents as well as adults. Proactive approaches to improving ER in early childhood are thus needed, as is understanding the approaches by which ER skills can be feasibly supported in this young population. This review summarizes how ER has been measured within parent-mediated interventions for children at or under the age of 6 years and the extent to which ER is measured concurrently with or distinctly from observable behaviors that have been referenced in existing literature as externalizing or challenging behavior. Using PsycInfo, EBSCOhost, and PubMed databases, we searched for peer-reviewed journal articles published through August 2021, that focused on the use of parent-mediated interventions targeting ER and/or challenging behavior. The systematic search resulted in 4,738 publications; following multi-stage screening, the search yielded 20 studies. Eighteen of 20 studies were designed to target challenging behavior using manualized curricula or behavior analytic methodologies and assessed child outcomes through validated caregiver rating scales and/or direct behavioral observation. One study measured changes in ER as secondary to the social communication skills that were targeted in the intervention. Only one study specifically supported ER skill development and measured changes in ER as the primary intervention outcome. Findings highlight the need for better assessment of ER outcomes within the context of parent-mediated interventions for toddlers and young autistic children.

Data-based individualization (DBI) is a systematic process used to guide teachers in making decisions related to students’ responsiveness to intervention. Whereas this process has been used extensively with academic interventions, far less is known about DBI used within the context of behavioral interventions. In this study, elementary general and special education teachers (a) implemented a technology-based, self-monitoring intervention with students exhibiting challenging behavior; and (b) used DBI to evaluate student progress and make intervention adaptations accordingly. Results of multilevel modeling indicated students improved their positive behavior significantly (p < .001) from baseline to intervention. For most students, once they began intervention, positive behaviors either maintained or increased gradually when teachers made adaptations to the self-monitoring intervention. In addition to these results, an analysis of the effects of different intervention adaptations (e.g., raising or lowering goals, increasing or decreasing interval length) and visual analysis of individual students’ response are discussed.

Online courses supplemented by on-site facilitators help many rural students pursue advanced coursework, but research is warranted to better understand facilitator role and training needs. This study examined facilitation experiences, demographic characteristics, and professional development activities of rural on-site facilitators associated with an online Advanced Placement (AP) program. Themes in qualitative data collected aligned with challenges related to facilitator role that have been documented in existing literature. One theme included facilitator engagement in direct AP instruction despite the facilitator role not requiring that responsibility. Self-reported facilitator demographic characteristics and professional development activities were then compared with those of on-site AP teachers in the same state. Results showed that facilitators demographically resembled teachers but lacked similar engagement with AP professional development. The role of facilitator excludes direct instruction, but specialized professional development like that for AP may match the needs and interests of these facilitators.