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We develop a novel application of machine learning and apply it to the interview transcripts from the American Voices Project (N = 1,396), using discourse atom topic modeling to explore social class variation in the centrality of family in adults' lives. We take a two-phase approach, first analyzing transcripts at the person level and then at the line level. Our findings suggest that family, as represented by talk, is more central in the lives of those without a college degree than among the college educated. However, the degree of institutional overlap between family and other key institutions -- health, work, religion, and criminal justice -- does not vary by education. We interpret these findings in the context of debates about the deinstitutionalization of family in the contemporary United States. This demonstrates the value of a new method for analyzing qualitative interview data at scale. We address ways to expand the use of this method to shed light on educational disparities.

As we consider the growing number of children from immigrant and refugee backgrounds that our schools serve, the importance of fostering anti-racist educators through teacher education is of the utmost importance. While anti-racist work can be a challenging and ongoing personal journey for every educator, engaging teacher education students with diverse children's and adolescent literature can lead to meaningful self-reflection that can foster empathy and global competence. This article shares how online university course modules were designed, with funding from the Longview Foundation, to support pre- and in-service educators to engage with children's and adolescent literature centered on the lived stories of immigrant and refugee families through scaffolded reading and thinking protocols as a model for using literature to encourage empathy and global competence with young learners. Pre- and in-service teachers reported several benefits, including an increased awareness of the importance of diverse literature, deepened self-reflection and empathy, and meaningful connections to classroom practice, thereby benefiting educators and their learners alike.

Expectations of campus safety and security are inherent in the development of policies internal to the campus environment as well as to national regulations inclusive of Title IX, the Clery Act, and so forth. Yet, there seems to be an ongoing concern that international students may have heightened risk or are less likely to report violations of policies and regulations. This research is focused on determining to what extent awareness of policies and regulations often linked to equality on campus are a part of international student orientations and outreach. By examining the timing, manner, and extent of training, this article seeks to add to the study of ways that campuses may better engage, prepare, and serve students engaged in international education experiences.

Many early childhood teachers seek to promote diversity in their classrooms through the use of multicultural children's literature. While these efforts are well-intentioned, teachers may not be fully aware of the issues of culture potentially hidden within such books, nor may they have support in considering the authenticity of the texts they use. While these issues are pervasive within books representing all cultural groups, recent research by Indigenous scholars has highlighted the concerns and implications within Indigenous children's literature. This article is grounded within Indigenous ways of knowing to provide a helpful tool for supporting teachers as they seek to curate authentic Indigenous children's literature for classrooms. Resources presented within include a 3-step guide to choosing and using such books and a list of Indigenous titles recommended by members of Indigenous communities.

There are increasingly frequent calls for school mathematics curricula to be informed by robust research evidence. One approach to achieving this is designing evidence-informed learning and teaching resources for the classroom. In this paper, we reflect on our experiences of designing a free and fully resourced complete set of secondary mathematics curriculum materials. We explore in detail the challenges we have encountered in our attempts to apply principles from the cognitive theory of multimedia learning. We focus on tensions we have experienced when simultaneously applying multiple principles and balancing these with other educational considerations. Specifically, we consider trade-offs between redundancy versus clarity, seductive details versus richness, personalisation and emotional design versus abstraction, spatial contiguity and signalling versus parsimony, and pre-training and worked examples versus exploration. We examine the choices and dilemmas we faced, and illustrate our emerging attempts to resolve these tensions through presenting multiple examples from our design work. We conclude with recommendations about how tensions among these design principles might be navigated in curriculum design and we suggest possible avenues for further research in this area.

French-as-a-second-language (FSL) teacher candidates' French proficiency and confidence are key indicators of recruitment and retention of FSL teachers. This paper outlines a pilot project, the Conversation Club, that was used to address linguistic insecurity and proficiency in FSL teacher candidates at one university. The Conversation Club was a drop-in 1-hour session conducted over 5 weeks where participants conversed, played games, and participated in dramatic activities entirely in French. The findings from this pilot project demonstrate how linguistic confidence of FSL teacher candidates can be improved with only a few short sessions in French. Further, participants developed their pedagogical knowledge and skills through experiential learning by participating in activities that they could in turn implement in their FSL classrooms. Last, participants developed a social network of support. Findings support the benefit of implementing low-pressure, game-focused drop-in French-language support group within FSL teacher preparation programs to support FSL teachers' linguistic confidence and, potentially, FSL teacher retention. An outline of the club and suggestions for implementation are included in the appendices of this article.

Recent research syntheses have identified several potentially high-leverage teaching strategies for improving low-attaining secondary school students' learning of mathematics. These strategies include the structured use of representations and manipulatives and an emphasis on derived facts and estimation. This paper reports on 70 semi-structured interviews conducted with low-attaining students in Years 9-10 (ages 13-15) in England. The interviews addressed the students' perceptions of learning mathematics and the teaching strategies that they experienced and believed were most helpful. Many students reported rarely using number lines, not spontaneously estimating answers and being unfamiliar with derived facts. During the interviews, with minimal direction, students often showed that they were well able to make use of these strategies; however, they did not report making spontaneous use of them independently. We conclude that many of the most well-evidenced and recommended strategies to support low-attaining students in mathematics appear to be unfamiliar and unvalued, and we discuss how this might be addressed.

It is crucial that academic institutions offer support to their increasingly diverse student bodies. LGBTQIA+ students often report negative experiences in relation to campus climate and treatment. The aim of this qualitative research was to explore the experiences of LGBTQIA+ students who attend(ed) a collaborative (staff and student), departmentally located (psychology) virtual (synchronous and asynchronous online) Pride group. Semi-structured interviews were conducted with four LGBTQIA+ students who had attended one or more virtual group meetings. Interviews were transcribed and analysed using Braun and Clarke's (2006; 2019; 2022) reflexive thematic analysis. Four themes were constructed: being and becoming authentic; safe and restorative spaces; community, and connections. Together these four themes relate to an overarching theme of belonging. Although the cohort was small, the emphatic and consistent findings point to the importance of visible representation of LGBTQIA+ academic staff and the need to provide joint Pride group spaces in academic settings.

Students minoritised because of their race and/or ethnicity have a different university experience from their peers, which is reflected in degree completion statistics, awarding gaps, and graduate outcomes. One factor influencing these outcomes is students' sense of inclusion and belonging with the university, which is lower in minoritised students. We aimed to identify whether barriers to inclusion were present across students and alumni in one university, and whether this varied according to ethnic and/or racial backgrounds. Three-hundred and twenty-three students and alumni completed an online questionnaire measuring students' belonging, experience of the curriculum and microaggressions, and 14 students and alumni attended focus groups to further explore the barriers to inclusion and belonging, and proposed recommended actions to reduce these barriers. From the questionnaire, ethnicity and/or race did not influence students' sense of belonging, experience of the curriculum or microaggressions, though having a long-term health condition was consistently associated with these outcomes. However, students' culture and ethnicity/race were consistently reported as factors associated with experiencing obstacles in academia and microaggressions. From the focus groups, three key themes emerged: 1) Hidden racism at the university, which included a prevailing nature of microaggressions and 2) Eurocentric curriculum; that representation is valued in the community and curriculum; and 3) The role of diversity and inclusion initiatives for building community. These findings are discussed in terms of their impact for Higher Education institutions.

Purpose: Telemedicine approaches to autism (ASD) assessment have become increasingly common, yet few validated tools exist for this purpose. This study presents results from a clinical trial investigating two approaches to tele-assessment for ASD in toddlers. Methods: 144 children (29% female) between 17 and 36 months of age (mean = 2.5 years, SD = 0.33 years) completed tele-assessment using either the TELE-ASD-PEDS (TAP) or an experimental remote administration of the Screening Tool for Autism in Toddlers (STAT). All children then completed traditional in-person assessment with a blinded clinician, using the Mullen Scales of Early Learning (MSEL), Vineland Adaptive Behavior Scales, 3rd Edition (VABS-3), and Autism Diagnostic Observation Schedule (ADOS-2). Both tele-assessment and in-person assessment included a clinical interview with caregivers. Results: Results indicated diagnostic agreement for 92% of participants. Children diagnosed with ASD following in-person assessment who were missed by tele-assessment (n = 8) had lower scores on tele- and in-person ASD assessment tools. Children inaccurately identified as having ASD by tele-assessment (n = 3) were younger than other children and had higher developmental and adaptive behavior scores than children accurately diagnosed with ASD by tele-assessment. Diagnostic certainty was highest for children correctly identified as having ASD via tele-assessment. Clinicians and caregivers reported satisfaction with tele-assessment procedures. Conclusion: This work provides additional support for the use of tele-assessment for identification of ASD in toddlers, with both clinicians and families reporting broad acceptability. Continued development and refinement of tele-assessment procedures is recommended to optimize this approach for the needs of varying clinicians, families, and circumstances.

The purpose of this study was to develop a measurement instrument that scholars and practitioners in international education can use as a means of exploring whether and how individuals who come into contact with international education programs develop a greater sense of cultural humility. Specifically, the study described here outlines the four steps used to develop a nine-item Cultural Humility Self-Assessment Scale (CHS-A): item generation, content validity, item reduction, and scale reliability and validity. These efforts resulted in a valid and reliable instrument that individuals who work in international education can use to evaluate and improve programs and initiatives.

Online course design and delivery rapidly expanded due to COVID-19. The impact on Deaf/Hard of hearing (D/HH) learners since the pandemic is unknown. In this prepandemic qualitative study, however, ninety-three (93) D/HH online students participated in a survey, from which nine (9) participated in a focus group interview to share their experiences in their online classes. The results describe both the positive influences and the challenges affecting this population in mainstream online classes. A forthcoming article will study postpandemic perspectives to further guide online course design and delivery for D/HH learners.

Purpose: The aim of this paper is to contribute to the discussion of wellbeing within the university education system by outlining the key issues and benefits and recognising future research on digital well-being for students. The JISC Digital wellbeing paper highlights the many positive and negative impacts associated with digital wellbeing. This paper explores how some of these features have been considered within institutions within the UK and Vietnam and highlights the emerging research in one Vietnamese institution in relation to student wellbeing, where digital wellbeing was identified as a key concern. Design/methodology/approach: This is a technical review article which summarises key guidance for organisational digital wellbeing and then reflects on the application in the UK (a developed economy) and in Vietnam (one of the fastest growing economies). This is the first time a review has been conducted from the perspective of different countries. There are two aspects to digital wellbeing, individual and the social or organisational perspectives. Findings: The JISC Digital wellbeing paper highlights the many positive and negative impacts associated with digital wellbeing. This paper explores how some of these features have been considered within institutions within the UK and Vietnam and highlights the emerging research in one Vietnamese institution in relation to student wellbeing, where digital wellbeing was identified as a key concern. The context of digital wellbeing within higher education is then discussed drawing similarities between the UK and Vietnamese student experiences whilst acknowledging the limitations of current research within the field. Originality/value: Many institutions have seen a rise in the number of wellbeing challenges, and there are few examples of specific initiatives aimed at addressing digital wellbeing challenges for their stakeholders. Existing research on students' wellbeing is predominately focused on undergraduate students and does not differentiate between undergraduate and postgraduate students, nor between masters, doctoral and professional level students and does not explore the impact of digital wellbeing discretely; this is an area which would benefit from future research.

Current childhood obesity treatment programs do not address medically underserved populations or settings where all members of an interdisciplinary team may not exist - either within one organization or within the community. In this paper, we describe the use of a community-academic partnership to iteratively adapt Epstein's Traffic Light Diet (TLD), into Building Healthy Families (BHF), a community-placed evidence-based pediatric weight management intervention (PWMI) and evaluate its effectiveness in reducing BMI z scores. Nine cohorts of families completed BHF. Participants included children aged 6-12 years with obesity (M = 9.46, SD = 1.74). The Framework for Reporting Adaptations and Modifications-Expanded guided our classification of modifications across BHF cohorts. Using the FRAME reporting structure, the changes that were documented were (1) planned and occurred pre-implementation, (2) based on decisions from local stakeholders (e.g., school administrator, members of the implementation team), and (3) specific to changes in content and context - with a focus on implementation and potential for local scale-up. The nature of the adaptations included adding elements (whole of family approach), removing elements (calorie counting), and substituting elements (steps for minutes of physical activity). Across 9 cohorts, 84 families initiated the BHF program, 69 families successfully completed the 12-week program, and 45 families returned for 6-month follow-up assessments. Results indicated that the BMI z score in children was reduced by 0.31 ± 0.17 at 6 months across all cohorts. Reduction in BMI z score ranged from 0.41 in cohort 4 to 0.13 in cohort 5. Iterative adaptations to BHF were completed to improve the fit of BHF to the setting and participants and have contributed to a sustained community PWMI that adheres to the underlying principles and core elements of other evidence-based PWMIs. Monitoring adaptations and related changes to outcomes can play a role in long-term sustainability and effectiveness.

This paper describes the collaborative development of an agenda for research on e-assessment in undergraduate mathematics. We built on an established approach to develop the agenda from the contributions of 22 mathematics education researchers, university teachers and learning technologists interested in this topic. The resulting set of 55 research questions are grouped into 5 broad themes: errors and feedback, student interactions with e-assessment, design and implementation choices, affordances offered by e-assessment tools, and mathematical skills. This agenda gives a framework for a programme of research aligned with practical concerns that will contribute to both theoretical and practical development.

This meta-analysis reviews the literature on communication modes, communicative functions, and AAC type examined during interventions with school-age participants with ASD and/or ID who experience CCN. Considering potential differences related to outcomes taught could help identify the most effective means of individualizing AAC interventions. We performed a comprehensive literature search. A multi-level meta-analysis was implemented across 114 included studies with 330 participants and 767 effect size using two case-level effect size metrics, Tau and log response ratio. There were few statistically significant differences found between moderator categories (e.g., communication mode, communicative function, and AAC type implemented). This is likely due, in part, to the participant heterogeneity and an under-reporting of implementation factors.