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Arts-integration is a promising approach to building students’ abilities to create and critique arguments with data, also known as informal inferential reasoning (IIR). However, differences in disciplinary practices and routines, as well as school organization and culture, can pose barriers to subject integration. The purpose of this study is to describe synergies and tensions between data science and the arts, and how these can create or constrain opportunities for learners to engage in IIR.

The authors co-designed and implemented four arts-integrated data literacy units with 10 teachers of arts and mathematics in middle school classrooms from four different schools in the USA. The data include student-generated artwork and their written rationales, and interviews with teachers and students. Through maximum variation sampling, the authors identified examples from the data to illustrate disciplinary synergies and tensions that appeared to support different IIR processes among students.

Aspects of artistic representation, including embodiment, narrative and visual image; and aspects of the culture of arts, including an emphasis on personal experience, the acknowledgement of subjectivity and considerations for the audience’s perspective, created synergies and tensions that both offered and hindered opportunities for IIR (i.e. going beyond data, using data as evidence and expressing uncertainty).

This study answers calls for humanistic approaches to data literacy education. It contributes an interdisciplinary perspective on data literacy that complements other context-oriented perspectives on data science. This study also offers recommendations for how designers and educators can capitalize on synergies and mitigate tensions between domains to promote successful IIR in arts-integrated data literacy education.

This chapter explores middle leadership identity through the real-world accounts of how two middle leaders construct and develop their leadership identity and how this impacts the way their middle leadership is practiced. Leadership identity, an internal narrative of oneself as a leader which is practised professionally in context, represents a concept that is best understood as being unique to an individual, enduring over time, and a consequence of human experiences. Middle leadership is often the first promotion for teachers from teacher to leader and, as such, how middle leaders perceive themselves as a leader and how this formative process of leadership identity underpins middle leaders’ practices can make a significant impact on a leader’s decision making, professional relationships, behaviours, and actions. This chapter is co-authored by two researchers and two middle leaders with the intention of understanding middle leader identity development and its influence on middle leadership practices. Using interviews, middle leaders’ stories of identity were co-composed and re-storied to construct each middle leader’s narrative. This chapter concludes with a discussion on the influences of identity for middle leaders and considerations for leadership development.

This study introduces diagrammatic morphology as a novel method for analysing the synergistic interactions within school mapping. It seeks to reshape the evaluation of school mapping typologies, focusing on the interconnectedness of learning activities, social interactions, and spatial configurations. Aims: (1) To develop the morphological evaluation procedures for school mapping. (2) To evaluate the Iranian Middle Schools' Interior Architecture (IMSIA) using the diagrammatic morphological method.

This qualitative study has been conducted in two steps: A review of the morphological method for school mapping evaluation. A case study analysis of fifty-five IMSIA samples.

The spatial typology of IMSIA were categorized into four distinct models. These models included ten distinct pattern categories within twenty-one different types. The case study evaluation identified three levels of synergistic complexity within the school mapping: primary, intermediate, and advanced. The advanced level displayed the strongest connection to pedagogies among the analysed models.

This research innovatively evaluates the synergistic context of schools based on the assemblage theory through an occupational analysis of the Iranian middle schools' interior architecture mapping diagrammatic morphological method.

Middle leadership is difficult to define and fathom as these roles are fluid, adapting to the context of individual schools. However, little is known about the relationships among middle leadership, teacher commitment and job satisfaction in the field of education. The purpose of this paper is to propose a conceptual framework on the mediating role of teacher job satisfaction in the relationship between middle leadership and teacher commitment in schools based on past research, particularly in the context of schools.

A review of literature was undertaken to develop the conceptual framework.

Findings suggested that middle leadership can positively influence teacher commitment via the mediating effect of teacher job satisfaction.

The value of this paper lies in understanding middle leadership as a salient factor in influencing teacher commitment via teacher job satisfaction. This paper’s framework lays a strong foundation for the expansion of the middle leadership knowledge base on middle leadership as well as for future theory development and debate.

The purpose of this paper is to elucidate the moral dimensions of accounting by examining the case of Gross National Happiness (GNH) in Bhutan, and to propose a new approach to accounting that is grounded in the Buddhist principle of the Middle Path. This approach aims to promote well-being and happiness, contrasting with traditional accounting practices.

The paper outlines the core concepts of the Middle Path theory and GNH. The authors first problematise the role of traditional accounting in the well-being and happiness project. The authors explore accountability from the Middle Path perspective, which is a key aspect of Buddhist philosophy. Using the concept of Middle Path accountability and GNH in practice, the authors then examine accounting in terms of the four “immeasurable moral virtues” (tshad med bzhi) of the Middle Path. The authors conclude by highlighting the value of the Middle Path for conceptualising accountability and emancipating contemporary accounting from its ethical and theoretical constraints.

This paper compares the application of traditional accounting and accountability with the Middle Path and GNH practices. The authors find that ethical discourses in traditional accounting and accountability are not compatible with the values of the Middle Path, thereby limiting the scope of accounting and accountability. This constraint is overcome by introducing four “immeasurable moral virtues” (tshad med bzhi) of Buddhism, which promote spiritual development (wisdom) to replace the existing ethical strands of traditional accounting and accountability to support the well-being and happiness project.

The study is limited to the review of concepts in GNH and Buddhist philosophy. More empirical studies in different contextual settings could increase understanding of how the practice of Middle Path and GNH could drive the project of well-being and happiness through accounting.

The paper seeks to contribute to the operationalisation of GNH in organisation by framing social and well-being accounting grounded in the Middle Path theory. The authors also seek to clarify the role of accounting as a social and moral practice.

Situated within the fields of social and moral accounting, the paper seeks to elevate the potential role of accounting in the promotion of well-being and happiness of people and other sentient beings. By applying four moral virtues of love, compassion, appreciative joy and equanimity in accounting, the authors seek to enhance the role of accounting that could potentially reduce poverty, social inequity, corruption and promote harmony and cultural well-being.

This study undertakes a conceptual integration of the GNH and Middle Path philosophy to understand the theoretical and ethical implications of traditional accounting and accountability. This contribution to the literature expands the possibilities of accounting and accountability on social and well-being accounting by introducing the Middle Path and GNH concepts.

School–university partnerships are important in teacher education to ensure PK-12 preservice teachers gain teaching experience prior to becoming teachers of record. Drawing on Ball and Cohen’s (1999) concept of “practice-based teacher education,” this three-year qualitative study examines the results of an intentionally reciprocal school–university partnership centered on a practice-based learning, field-based course. The following question guided this research: Having designed and facilitated a school–university partnership centered on reciprocity, what factors contributed to and/or took away from this commitment?

The current study examined three data sources, namely: (1) seven semi-structured focus group interviews with a teacher educator, sixth-grade teachers (n = 4) and a principal; (2) eight question/answer sessions between preservice teachers and partnering secondary teachers and (3)one focus group between the two authors. Data were analyzed using reflexive thematic analysis.

This study’s findings highlight the reciprocal nature of the school–university partnership, showcasing the positive outcomes and challenges faced by stakeholders. Clear communication and ongoing dialogue were identified as key elements to establishing and maintaining a reciprocal relationship. Additionally, emphasis on shared learning experiences between partners were found valuable and important to maintaining benefit to all partners. Relationship development also remained an important and positive outcome of this partnership. Additionally, there were challenges related to time, and schedule constraints were evident in the partnership. Moreover, ongoing reflection and a willingness to adjust and change based on experiences and lessons learned ensured participants recognized the importance of ongoing iteration and calibration to address challenges and enhance the partnership.

Because of the chosen research approach, the research results may lack generalizability.

The paper includes implications for the development of other school–university partnerships that prioritize reciprocity, highlighting an often assumed, but not always examined, component necessary to the success of school–university partnerships.

This study aims to construct a mental health service system for middle school students in the post-COVID-19 era with the framework of Six Sigma DMAIC (define, measure, analyze, improve and control) and analyze the influencing factors of the mental health service system to study the implementation strategies of quality-oriented mental health services in middle schools.

This study was conducted in Tianjin, China, from September to November 2022, and 350 middle school students from Tianjin Public Middle School were selected as subjects. A questionnaire survey was used to collect data. In this study, the Six Sigma DMAIC method, sensitivity analysis method, exploratory factor analysis and principal component analysis were used to analyze the mental health services provided to middle school students.

Based on the Six Sigma DMAIC framework, this study indicates that the contribution rate of the mental health service process factor is the largest in the post-COVID-19 era. The mental health cultivation factor ranks second in terms of its contribution. Mental health quality and policy factors are also important in the construction of middle school students’ mental health service system. In addition, the study highlights the importance of parental involvement and social support in student mental health services during the post-COVID-19 era.

To the best of the authors’ knowledge, a study on middle school students’ mental health in the post-Covid-19 era has not yet been conducted. This study developed a quality-oriented mental health system and analyzed the influencing factors of mental health for middle school students based on data analysis and the Six Sigma DMAIC method.

The objective of this paper is to study the efficacy of the ASPECTSS Design Index's concepts as drivers of design intervention for educational environments for students on the autism spectrum. Based on the seven principles of acoustics, spatial sequencing, escape spaces, compartmentalization, transitions, sensory zoning and safety, ASPECTSS formed the basis for a preliminary post-occupancy evaluation (POE) and survey of an existing school environment.

Concepts drawn from the review of other strategies for autism spectrum disorder (ASD) friendly design were integrated with the seven ASPECTSS principles to create a design framework and consequent design retro-fit for a Pre-K-12th grade public school for students on the autism spectrum. The following design interventions were proposed: colour-coding based navigation; acoustical treatments in key circulation spaces; introduction of transition alcoves; classroom reorganisation using compartmentalization principles and the introduction of escape spaces for de-escalation. Specifically, a classroom template of modules of ASPECTSS-compliant layouts was provided to all staff. The efficacy and impact of these interventions were assessed using a whole campus online staff survey with further probing using classroom observations and subsequent interviews.

The results show alignment between the implementation of the ASPECTSS informed design interventions and responses to nine of the Likert scale items were all significantly lower than the middle response, indicating a high degree of satisfaction from survey respondents. These questions and responses related to the colour scheme facilitating ease of navigation for visitors of the school, the acoustics of the building successfully mitigating sound magnification and subsequently student distractibility, the organisation of the classrooms enhancing learning and the de-escalation zones allowing improved management of disruptive behaviours in the classroom.

This study focuses primarily on the Autism ASPECTSS Design Index as a framework for assessing classroom efficacy. Other tools and frameworks may produce different insights. A single school site was studied. Validation of these findings in other school environments is necessary before generalising these strategies at scale. The use of qualitative tools, primarily teacher and staff surveys, provides one lens into the efficacy of these design strategies. Further research using measurable biometric indicators such as heart-rate and stress levels measured through wearable technology could provide a first step towards the triangulation of these findings.

These findings could help provide more standardised best practices for designing learning environments for autism, potentially providing supportive strategies with real impact on learning quality, skill development and knowledge acquisition in school environments. This could potentially have economic implications by supporting more efficient progress for autistic students through their school curriculum.

Similar to economic impact, if validated and generalised, these findings could help with sense of accomplishment, general mental health improvement, alleviation of family stress and potential reduction of stigma in the autism community.

There is a slowly emerging field of design guidance for autism schools, but very little empirical evidence on the measurable efficacy of these strategies. This research provides one type of such evidence, as measured by the perceived impact from the point of view of staff and teachers at the school.

Study on the internal legalization process of strategic change for a large number of ultra-large enterprises in China.

This paper takes formulation process of Suning Appliance Group’s 10-year strategy (2010–2020) as the research case, designs the research issues, propositions and analysis unit of the case study, and uses the data collection and analysis methods in the grounded theory to realize the theoretical development from data to viewpoint conceptualizing and to proposition categorizing.

There are four key concepts that affect the judgment of overall strategic legitimacy of super-large enterprises: Emerging-market opportunities and strategic operational positioning, legitimacy perspective mainly manifests as legitimacy judgment of strategic direction within organization. Positioning of core resources (including intangible resources) and their value identification methods or value evaluation criteria, the legitimacy perspective is mainly reflected in the organization's internal legitimacy judgment of functional planning, especially implementation path. The impact factors of the key performance of each SBU are positioned, and the legitimacy perspective is mainly reflected in the organization’s internal judgment on the legitimacy of strategic supporting measures, especially the resources needed for the implementation of the strategy and capacity development. The periodical strategic objectives and performance measurement indicators of each SBU are mainly reflected in the organization’s internal legitimacy judgment on strategic alignment and specific action plans for strategic operational units. The legitimacy of these four key concepts is strongly influenced by the rationality of these strategic concepts, which are closely related to their shaping patterns driven by right-brain and left-brain thinking modes.

This case is a longitudinal study of the strategic decision-making process, not a longitudinal follow-up of the actual implementation of the strategy. In addition, given that the case enterprise was facing the emerging market at that time and focused on pushing firms to seize opportunities, not much research has been done on the impact of external legitimacy on the strategic formulation process, a variable that is increasingly being focused on today.

This model has guidance significance and practical demonstration role for a large number of enterprises that are implementing the “+Internet” strategic change under traditional offline operation.

According to the summary of the connection between data and propositions in several rounds, this paper constructs a theoretical model of left and right brain thinking mode driving key concepts to achieve the internal legalization process of strategic changes.

In the analysis process, the legalization theory and the sense-making method are introduced into enterprises’ strategy making process. Based on this analysis framework, this paper analyzes in detail that the top decision-making level and the middle and high executive level form key strategic concepts to promote the internal legalization process of strategic decision-making driven by the right-brain intuitive thinking mode and the left-brain rational thinking mode, which greatly improves the quality of strategy formulation and the operability of strategy implementation.