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There is a need for precollege learning designs that empower youth to be epistemic agents in contexts that intersect burgeoning areas of computing, big data and social media. The purpose of this study is to explore how “sandbox” or open-inquiry data science with social media supports learning.

This paper offers vignettes from an illustrative youth study case that highlights the pedagogical prospects and obstacles tied to designing for open-ended inquiry with computational data science to access or “scrape” Twitter/X. The youth case showcases how social media can be taken up productively and in ways that facilitate epistemological agency, an approach where individuals actively shape understanding and knowledge-creation processes, highlighting the potentially transformative impact this approach might have in empowering learners to engage productively.

The authors identify three key affordances for learning that emerged from the illustrative case: (1) flexible opportunities for content-specific domain mastery, (2) situated inquiry that embodies next-generation science practices and (3) embedded computational skill development. The authors discuss these findings in relation to contemporary education needs to broaden participation in data science and computing.

To address challenges in current data science education associated with supporting sustained and productive engagement in computing-based data science, the authors leverage a “sandbox” approach – an original pedagogical framework to support open inquiry with precollege groups. The authors demonstrate how “big data” drawn from social media with high school-aged youth supports learning designs and outcomes by emphasizing learner interests and authentic practice.

The present research investigates the effects of adopting Industry 4.0 technologies (ADT) on the Pakistani food sector’s sustainable performance (SP). Specifically, it focuses on the roles of green supply chain collaboration (GSCC), circular economy practices (CEP) and technological readiness (TR) as mediators and environmental dynamism (EDY) as a moderator.

This study is based on the natural resource-based view (NRBV) theory to determine the 14.0 adoption toward sustainable performance with mediators and moderators. The authors conducted an online questionnaire from 318 employees of the food manufacturing industries in Lahore, Pakistan, and applied the PLS-SEM approach to test the relationships of variables.

The findings of this study reveal that adopting Industry 4.0 technologies significantly influences sustainable performance through GSCC, CEP and TR in the Pakistani food sector. Moreover, the relation between industry 4.0 technologies, GSCC, CEP and TR is positively moderated by environmental dynamism.

The findings have marked implications for the literature on adopting I4.0 on sustainable performance in the Pakistani food sector. This research is based on data collected from a single country, and industry is the limitation of this study.

The present study provides conclusive evidence of the influence of the adoption of Industry 4.0 on sustainable performance through GSCC, CEP and TR in the Pakistani food sector. This study is the first to investigate the moderating role of environmental dynamism among industry 4.0 technologies, GSCC, CEP and TR.

Improvement science (IS) has become a popular approach to organizing school–university partnerships because of IS’s potential to increase schools' capacity for sustainable improvement. However, little research has directly examined whether and how specific elements of IS support school improvement, particularly during and post-COVID-19 when improvement was particularly challenging.

We draw on a longitudinal case study of a school-university partnership supporting a group of schools using IS to guide school improvement with data collected in Fall 2019–Spring 2022 including interviews and meeting observations. We compare how educators engaged with three IS elements: plan-do-study-act (PDSA) continuous improvement (CI) cycles, networked learning and driver diagrams. We qualitatively examine participants' perspectives of these elements through the lens of contingency theory, analyzing which elements were more or less successful at empowering schools to continue their improvement efforts throughout the pandemic.

IS processes are varied in their resilience to complexity. Schools mostly abandoned some elements during tumultuous periods (PDSA cycles) while others were successfully adapted to sustain improvement work (driver diagrams). Findings also discuss the perceived impact of university partners in school improvement work, primarily as coaches.

These findings are uniquely positioned to examine whether and how IS elements enabled sustained school improvement amidst the complexities generated by COVID-19. By focusing on strengths and limitations of three common elements, we offer valuable guidance to school–university partnerships about the conditions under which these elements might support sustained school improvement and how these elements might need to be adapted.

This study aims to examine how women entrepreneurs in Kazakhstan's male-dominated sectors utilize the concept of positionality to navigate and redefine gender norms, focusing on their engagement with entrepreneurial masculinities and femininities. It explores the transformative potential of their strategic actions on gender dynamics within the entrepreneurial ecosystem.

Employing qualitative research through 27 in-depth interviews, this study adopts constructivist grounded theory to delve into how women entrepreneurs interact with gender norms within their entrepreneurial context. This approach highlights the dynamic interplay between gender norms and the strategies employed by women entrepreneurs to navigate these challenges.

The findings reveal that women entrepreneurs actively employ and navigate entrepreneurial masculinities and femininities as strategies to challenge traditional gender roles. Their approaches vary from conforming to, challenging and creatively redefining the gendered expectations encountered in their entrepreneurial journey. This demonstrates their agency in reshaping gender norms and contributing to the diversity of gender performances within the domain of entrepreneurship.

While focused on Kazakhstan, the study's findings suggest broader implications for understanding gender dynamics in entrepreneurship across different cultural contexts. Future research could extend this inquiry to varied sociocultural settings, employing post-structuralist and ethnographic methodologies to further explore the performance of gender roles and the negotiation of belonging in entrepreneurial contexts.

By foregrounding the concept of positionality, this study enriches the dialogue on gender dynamics within entrepreneurship, offering fresh perspectives on the agency of women entrepreneurs in male-dominated sectors. It illustrates how gender identities and performances are not fixed but are actively constructed and negotiated, contributing to the evolving landscape of entrepreneurial masculinities and femininities.

This paper aims to evaluate the evolution, development and endurance of the Equality Act 2010, providing a critical overview of influence and key legal principles, demonstrating how the Act has impacted strategic organisational and human resources policy and practice in the UK.

The research is based on a systematic review of relevant professional and academic literature, alongside an evaluation of the Act itself. The subject focus is seen as timely with the return of a Labour Government in the UK – the architects of the Equality Act – for the first time in 14 years. Due to word limitations, the treatment is condensed to provide a selective overview that will be of interest to practitioners and academics in strategic organisational management and human resources. The author is a socio-legal studies academic and non-practising barrister, with expertise in the corporate organisational field.

The Equality Act 2010, though now established, owes its historical inception to civil rights activism and a radical turn in legislative drafting and ambition – points frequently missed when discussing its scope and influence. A highly unusual anomaly is that having been created by an outgoing Labour Government its stewardship immediately passed to a Conservative administration. In particular, the principles consolidated and introduced by the Act have greatly impacted the workplace, crucially organisational behaviour and human resources practices, leading to greater responsibility and interpretive power being directed from employment lawyers towards organisational policy and professional practice.

The Equality Act 2010 is usually discussed as an artifact rather than a radical creation and developing entity. This short paper approaches the Act as a “living” object with an eye on future reform.

Racially and ethnically minoritized (REM) women continue to be underrepresented in science, technology, engineering and mathematics (STEM) programs and careers. Peer mentoring is one strategy that can support their participation. This study explores the experiences of Black women peer mentors in an online peer mentoring program at two historically Black institutions.

A qualitative case study approach was utilized to explore the impact of an online peer mentoring program on peer mentors' STEM self-efficacy, sense of community, STEM identity and intent to persist in STEM.

Analysis identified five themes relating to peer mentors' experiences in the program: (1) an “I can do this” approach: confidence and self-efficacy; (2) utility of like others; (3) “beacons of light”: intersecting and malleable identities; (4) skills development and (5) motivation and reciprocity. Further, challenges of the online relationship were shared.

The study contributes to the body of knowledge by demonstrating the utility of an online peer mentoring model among women mentors enrolled in STEM programs at two historically Black institutions. The findings support those who are historically marginalized in participating in and remaining in STEM.

This article centres on the pertinence of redefining accounting for tomorrow, particularly for facilitating the attainment of the UN Sustainable Development Goals (SDGs) and, thereby, for shaping a better world. In aspiring for accounting to reach its full potential as a multidimensional technical, social and moral practice, this paper aims to focus on ideas, initiatives and proposals for realising accounting’s future potential and responsibilities.

The study deploys a further developed “strategic implementation framework”, initially proposed by Carnegie et al. (2023), with an emphasis on accounting serving “the public interest” so as “to enable the flourishing of organisations, people and nature” (Carnegie et al., 2021a, p. 69; 2021b). It depicts strategies towards the future of accounting and the world.

Significant opportunities are identified for accounting and accountants, working closely with a diversity of stakeholders, to become alert to and cognisant of the nature, roles, uses and impacts of accounting. The evidence presented notes a predominant inattention of accounting and accountants to the SDGs despite the deteriorating state of our social and natural environment.

Whilst this article examines other articles in this special issue (SI), there is no substitute for carefully reading, reflecting on and deliberating upon these articles individually.

The time for accounting to focus on creating a better world can no longer be extended. Accounting’s full potential will not be realised by remaining in a narrow and complacent, technicist state.

This study problematizes the prevailing normative and managerial-dominated view of self-initiated employee ambassadorship on social media from a power perspective. The aim is to provide a more nuanced and critical understanding of the negative aspects of this phenomenon.

The empirical material encompasses qualitative interviews with employees from 14 organizations and Foucault’s concept of disciplinary discursive power to analyze which and how discourses exert power over employee communication on social media and what role visibility plays in it.

This study indicates that employee ambassadors’ social media communication is governed by two discourses that create complex tensions, where ambassadors constantly must negotiate between self-branding requirements and an authenticity paradox. These tensions intensify through visibility on social media, where employees strategize and situationally silence their communication through self-monitoring and self-surveillance practices. Conclusively, the findings also outline the need for further critical research to offer a deeper understanding of power relations that influence the communication practices of organizational members.

The paper contributes to a more nuanced understanding of self-initiated employee ambassadorship on social media and highlights disciplinary power relations that go beyond organizational borders.

The findings underscore that organizations need to address the critical aspects of self-initiated employee ambassadorship and act as facilitators to support employees in their navigation process.

This paper contributes a new critical power perspective on employee ambassadorship on social media.

We examined how high school students demonstrated historical empathy through conducting local history place-based research to create an exhibit and companion book about the impact of the COVID-19 pandemic on their community. The majority of existing historical empathy scholarship focuses on classroom-based inquiry of historical events, people and time periods. We contend that broader examination of how historical empathy can be promoted beyond school-based instruction can contribute to the field by examining how student analyses of historical contexts and perspectives, and making affective connections to historical topics of study are needed when engaging in placed-based local history projects.

Qualitative case study methodology was implemented for this study. A Likert-scale survey with a questionnaire was distributed to 30 high school study participants. Thirteen students gave follow-up interviews. Students’ responses on the surveys, interviews and questionnaires were organized into three categories that aligned to the theoretical framework – identification of historical contexts of the sources that students collected, analysis of how contexts shaped the perspectives expressed in the collected sources and expression of reasoned connections between the students’ emotions and experiences during the pandemic. A rubric was used to examine how students’ writing samples and reflections reflected demonstration of historical empathy.

Students responded that their local history research about the pandemic contributed to their displays of historical empathy. Students displayed weaker evidence of historical empathy while examining archival resources to explain the historical contexts of the pandemic. Student demonstration of historical empathy was stronger when analyzing community-sourced documents for perspectives and making reasoned affective connections to what they learned about the historical significance of the pandemic. The place-based aspects of this project were strongly connected to the students’ engagement in historical empathy because the sources they analyzed were relevant to their experiences and identities as citizens in their community.

Documenting the diverse human experiences during the COVID-19 pandemic is crucial to preserving the history of this extraordinary time. Every person around the globe experienced the pandemic differently, hence riding out the same storm in different boats. At some point, the pandemic will appear in historical narratives of the social studies curriculum. Therefore, now is an opportune time to ascertain whether place-based local history research about the contexts, perspectives and experiences of community members and children themselves, during the pandemic can foster historical empathy.