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Racial stigma and racial criminalization have been centralizing pillars of the construction of Blackness in the United States. Taking such systemic injustice and racism as a given, then question then becomes how these macro-level arrangements are reflected in micro-level processes. This work uses radical interactionism and stigma theory to explore the potential implications for racialized identity construction and the development of “criminalized subjectivity” among Black undergraduate students at a predominately white university in the Midwest. I use semistructured interviews to explore the implications of racial stigma and criminalization on micro-level identity construction and how understandings of these issues can change across space and over the course of one's life. Findings demonstrate that Black university students are keenly aware of this particular stigma and its consequences in increasingly complex ways from the time they are school-aged children. They were aware of this stigma as a social fact but did not internalize it as a true reflection of themselves; said internalization was thwarted through strong self-concept and racial socialization. This increasingly complex awareness is also informed by an intersectional lens for some interviewees. I argue not only that the concept of stigma must be explicitly placed within these larger systems but also that understanding and identity-building are both rooted in ever-evolving processes of interaction and meaning-making. This research contributes to scholarship that applies a critical lens to Goffmanian stigma rooted in Black sociology and criminology and from the perspectives of the stigmatized themselves.

Wisdom is a very difficult construct to work with in research and practice. One reason for this is that wise people can deal with metaphysical questions and experience spiritual phenomena, both of which are hard to measure meaningfully. Although metaphysical and spiritual matters are not imponderable, they have significant measurement problems that are also part of the shortcomings of standard social science statistical frameworks. A second reason is that for many wisdom theorists, wisdom is context-dependent because wisdom is defined by and responds to what its context presents to it. We can therefore argue that wisdom is essentially context, which in quantum physics is theorised as a superposition of random variables that interact. This chapter, therefore, ponders the ‘immeasurable’ from the perspective of quantum-like social science and quantum theory to render wisdom, including its spirituality component, in formal mathematical models. The mathematical formalism of quantum physics allows for the presence of metaphysical phenomena in its ontological foundations and its mathematical models. This chapter, therefore, also presents an argument for understanding wisdom from the superposition perspective and, in particular, the internal interactions between random variables contained within it. If the challenge of measuring wisdom as a nondeterministic system is met, we may finally have an opportunity to measure wisdom in ways that embrace wisdom's complex ontology. A third reason is that wisdom depends on people making first-person subjective judgements. Subjectivity is central to many interpretations of quantum theory, and we can borrow the analytical formalism used in quantum physics for wisdom research. Finally, the chapter discusses future approaches to empirical wisdom research that adopt quantum-like social science methods.

The development of qualitative research methods addresses the need to explore, understand and interpret complex and subjective phenomena across various fields of study. These methods are guided by methodological frameworks, and data collection involves taking several precautions for observation or interviews. While these guidelines facilitate an emphasis on the objective aspects of discourse, accounting for subjectivity and emotions proves more challenging. However, these subjectivity and emotions are deemed as significant sources of information. In this chapter, we propose an innovative data collection method centred around creating collages and engaging in group discussions to decipher their meaning. Collage serves as a visual medium, and we recommend utilising semiotic analysis tools to comprehend its significance. To gain a more precise understanding of the value of collage as a data collection method, we studied a collage workshop organised by CREE. Through image analysis and exchanges, our findings reveal that collage acts as a physical medium that fosters exchanges, deepens ideas and restricts digressions. Additionally, collage allows for the expression and discussion of emotions linked to the image rather than the individual. The space of intersubjective reflexivity facilitated by collage enables a profound comprehension, critical assessment and augmentation of ideas and the interpretation of emotions without compromising the sensitivity of the author. This chapter’s main contribution is evidently manifested here.

The book has generated a passionate dialogue-disagreement (mostly but not entirely) with the book. Dialogue-disagreement is based on challenges, disagreements and rebuttals between opponents, often belonging to different, even irreconcilable, paradigms. The goal of dialogue-disagreement is not so much to convince the opponent to change their mind but rather to critically examine and problematize the two involved paradigms: the authors’ and the reviewer’s. By taking the generated challenges and disagreements seriously, both irreconcilable paradigms can grow through their replies. Dialogue-disagreement gives the participants–opponents the gift of revealing their own paradigmatic blind spots, which are often invisible from within their paradigms. Dialogue-disagreement is exploratory and based on an agnostic relationship between frenemies, i.e. “friendly enemies.”

This is a critical book review essay of Self Managed Learning and the New Educational Paradigm (Cunningham, 2021).

The reviewer views Ian Cunningham’s Self Managed Learning educational paradigm as a hybrid of Progressive and Democratic Education, while the reviewer sees his/her Self-Education paradigm as entirely Democratic (and Dialogic). Elsewhere, the reviewer discussed and critically analyzed the Progressive Education paradigm, which generally involves channeling the student’s learning activism and subjectivity toward learning outcomes desired by an educator. It uses the educator’s manipulation of the student’s subjectivity to make them study what the educator wants them to study. In contrast, the paradigm of Democratic Education assumes that the educatee is the final authority of their own education. The educatee decides whether to study, when to study, what to study, how to study, with whom to study, where to study, for what purpose to study and so on. The educatee makes these decisions by themselves or with the help of other people at the educatee’s discretion and conditions. The reviewer charges that Ian’s Self Managed Learning paradigm is a hybrid of both paradigms, with the Progressive Education paradigm taking the lead and exploiting the Democratic Education paradigm.

The book presented a unique, innovative practice worth a critical analysis. The reviewer’s dialogue-disagreement with the book reveals a particular hybrid of Progressive and Democratic Education which is common to some innovative self-directed learning.

The study aims to highlight and understand, and bring the human agency into the debate on the theory of normative control. While, the previous literature has highlighted the problem of the missing subject. However, the actual human agency in terms of agential properties has not been seriously addressed. This study is an attempt to overcome this problem of the missing subject.

A two-phase design inspired by retroductive inference was adopted for this study. In the first phase, abduction was used to explore the literature on normative control to highlight the forces of attraction, which may pull the employees to participate willingly within normative control systems. In the second phase, following retroductive inference, agential explanations of the forces of attraction identified in the first phase were explored by venturing into other related fields, e.g. psychology and sociology.

The study highlights four strategies used by organizations using normative control, i.e. comfort zoning, relational bonding, moral trapping and elitist appeal. These strategies rely on attractive forces. These forces of attraction pull employees to participate in the normative control system. The attractive element in the identified strategies is due to the fact that these strategies target specific agential properties, i.e. the need for comfort, sense of belonging, moral agency and pride. Overall, the findings suggest that individuals drive their concerns from culture but in relation to their capacity as needy beings for being enculturated.

Theoretically, this study adds conceptual strength to the explanations of normative control. It is suggested that neglect of human agency renders explanations conceptually weak. The study fills this gap in the research. Practically, this study would be beneficial for better design and implementation of normative control. Several studies have pointed out that normative control does not yield the intended results. Out of many reasons, a lack of understanding of human agency is a major cause of unsuccessful attempts to normatively control employees. This study provides some basis to understand the human subject for better design of soft systems of control.

To the best of the authors’ knowledge, this is the first research study that explores agential properties with reference to normative control systems. This study is important for researchers and practitioners.

This paper aims to offer an approach to cyborg composing with artificial intelligence (AI). The author posits that the hybridity of the cyborg, which amalgamates human and artificial elements, invites a cascade of creative and emancipatory possibilities. The author critically examines the biases embedded in AI systems while gesturing toward the generative potential of AI–human entanglements. Drawing on Bakhtinian theories of dialogism, the author contends that crafting found poetry with AI could inspire writers to problematize the ideologies embedded into the corpus while teasing apart its elisions or contradictions, sparking new forms of expression at the interface of the organic and the artificial.

To illustrate this approach to human–AI composing, the author shares a found poem that she wrote using ChatGPT alongside her reflection on the poem. The author reflects on her positionality as well as the positionality of her artificial interlocutor, interrogating the notion of subjectivity in relation to Bakhtinian dialogism and multivocality.

Weaving tales of resilience in harmony or tension with AI could unravel threads of possibility as human writers enrich, deepen or complicate AI-generated texts. By composing with AI, writers can resist closure, infiltrate illusions of objectivity and “speak back” to AI and the dominant voices replicated in its systems.

By encouraging students to critically engage with, question and complicate AI-generated texts, one can open avenues for alternative ways of thinking and writing, inspiring students to imagine and compose speculative futures. Ultimately, in animating assemblages of the organic and the artificial, one can invite transformative possibilities of being and becoming.

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.

The purpose of this paper is to unearth various dimensions of employee experience (EX) and explore how pandemic impacted various EX factors using online employee reviews. The authors identify employee-discussed EX-factors and quantify the associated sentiments and importance.

This paper employs Latent Dirichlet Allocation on the online employee reviews to identify the key EX-factors. The authors probe sentiments and importance associated with key EX-factors using sentiment analysis, importance analysis, regression analysis and dominance analysis.

The result of topic modeling identifies 20 EX-factors that shape overall EX. While skill development plays a major role in shaping overall EX, employees perceived Salary and Growth as the most important EX-factor and expressed negative sentiments during the pandemic. Employee sentiments significantly influence overall EX.

When employees have extensive change experience, managers should consider various facets of EX to manage the smooth change and deliver a better EX. This research offers key EX-factors to be considered by managers while dealing with employees. Online employee reviews websites are recommended to include the identified key EX-factors to comprehend the holistic EX.

This study contributes to the growing literature on the employee experience as a concept by identifying various EX-factors. The authors expand the extant EX scales by identifying an inclusive and updated set of EX-factors.

This paper seeks to illustrate how interventionist education reforms shape dis/trust-building processes and their impact on teacher professionalism in vocational education and training (VET) across national contexts. Using trust as the object of analysis, we discuss the affective mechanisms of becoming a professional in a standards-based neoliberal environment.

Through an analysis of VET teacher narratives in England and Austria, the paper draws attention to the ways in which policy instrumentalism has created a culture of distrust in VET. Drawing upon foundational work on system trust developed by Niklas Luhmann, we illustrate how conditions for trust sit at symbolic thresholds, which set the conditions for professional recognition within VET.

Our analysis revealed that attempts to standardise VET strategy are fuelled by the need for existential security and predictability, leading to tensions in the cultivation of system trust. Conditions for professional recognition across both contexts were based on practices of documentation and subordination, narrowly defining modes of legitimate self-expression in organisations. This constitutes a crisis of trust in VET teacher professionalism, which undermines pedagogical autonomy and integrity.

We seek to highlight the impact that reduced trust in the governance of VET can have on issues associated with teacher motivation, well-being and retention. The consideration of trust is therefore essential both for policy design and implementation in VET organisations.

The application of trust theory offers a distinctive lens through which to understand the impact of accountability, performativity and governance processes upon teacher subjectivity within VET across national contexts.