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This article surveys developments in educational accountabilities over the last three decades. In this time, accountability in schools and schooling systems across Anglo-American nations has undergone considerable change, including a move away from bureaucratic approaches that endorsed teacher professionalism. Educational accountabilities have evolved with the restructuring of the state through new public management and the emergence of network governance. Accountability can be understood in two senses: (1) being held to account; and (2) giving an account. Within the post-bureaucratic state, the former sense has become dominant in the work of schools, principals, and teachers, and has affected curriculum, pedagogy, and student learning. For instance, schooling systems in Anglo-American nations have introduced standardized testing to hold schools and teachers to account. Comparative performance data are now made publicly available through websites and the creation of league tables of school performance. These processes are central to the creation of markets in schooling, where comparative test data are deemed necessary to enable parental choice of schools and, in turn, to raise standards. This top-down, performative mode of accountability also moves the field of judgment away from teachers and the profession. There are now emergent attempts to reconstitute more democratic and educative modes of accountability, which are multilateral and multidirectional in character, and which seek to limit the negative effects of top-down data-driven accountability. These approaches reassert trust in the teaching profession and reconstitute parents and communities as democratic participants in schooling. We argue that accountability is a pharmakon that requires balancing of mechanisms for holding educators to account and opportunities for educators to give accounts of their work. The article reviews relevant literature to provide a brief history of accountability in schooling, with particular emphasis on Anglo-American contexts. Drawing on the work of Ranson, we examine four types of existing educational accountabilities before concluding with a discussion of three alternative approaches.

In light of the need to prepare reflective and effective teachers who can differentiate their instruction to support the learning of all students in inclusive classrooms, this article describes the collaborative process faculty have used to incorporate universal design for learning (UDL) and evidence-based practice (EBP) into an inclusive teacher education program’s curriculum and practicum experiences. Initially, faculty mapped the curriculum by agreeing upon a common definition of UDL and EBP, reviewing the research to create EBP documentation charts, which were used to constructing self-assessment tools known as innovation configurations (IC). Faculty used the IC to identify and address the strengths and gaps within the program’s courses and clinical experiences and align courses with online interactive instructional resources related to UDL and EBP. To bridge the gap between research and practice and guide educators in making evidence-informed decisions, faculty developed a 10-step practice-based evidence assessment and instructional model to collect and analyze classroom-based data about the efficacy, acceptability, and fidelity of one’s instructional practices and use of UDL and EBP. Faculty revised and field-tested a lesson plan template that prompted educators to personalize their instruction and make it more explicit by addressing such factors as student diversity and collaboration, and employing UDL, EBP, instructional and assistive technology and formative and summative assessment. Faculty also redesigned the program’s lesson observation form used to better evaluate preservice teachers working in inclusive classrooms and provide them with feedback related to their effective use of EBP, UDL, instructional and assistive technology, and assessment and classroom management strategies. The lesson observation form also was revised to make it more reflective of the program’s curriculum reform efforts related to the use of UDL and EBP, and to align it with the national teacher education accreditation standards, national and statewide teacher evaluation, curriculum and teacher education certification standards.

“STEAM education,” with its addition of “arts” to STEM subjects, is a complex and contested concept. On the one hand, STEAM builds upon the economic drivers that characterize STEM: an alignment of disciplinary areas that allegedly have the greatest impact on a developed country’s Gross Domestic Product (GDP). On the other hand, the addition of the arts may point to the recovery of educational aims and purposes that exceed economic growth: for example, by embracing social inclusion, community participation, or sustainability agendas. Central to understanding the different educational opportunities offered by STEAM is the interrogation of the role—and status—of the arts in relation to STEM subjects. The term “art” or “arts” may refer, for example, to the arts as realms/domains of knowledge, such as the humanities and social science disciplines, or to different ways of knowing and experiencing the world enabled by specific art forms, practices, or even pedagogies. In the face of such variety and possibilities, STEAM is a portmanteau term, hosting approaches that originate from different reconfigurations or iterative reconfiguring of disciplinary relationships. A critical discussion of the term “STEAM” will thus require an analysis of published literature alongside a review and discussion of ongoing practices in multiple field(s), which are shaped by and respond to a variety of policy directions and cultural traditions. The outcome is a multilayered and textured account of the limitations and possibilities for and relational understandings of STEAM education.

Neoliberalism—the prevailing model of capitalist thinking based on the Washington Consensus—has conveyed the idea that a new educational and university model must emerge in order to meet the demands of a global productive system that is radically different from that of just a few decades ago. The overall argument put forward is that the requirements, particularly the managerial and labor force needs of a new economy—already developing within the parameters of globalization and the impact of information and communication technologies (ICTs)—cannot be adequately satisfied under the approaches and methods used by a traditional university. Neoliberalism affects the telos of higher education by redefining the very meaning of higher education. It dislocates education by commodifying its intrinsic value and emphasizing directly transferable skills and competencies. Nonmonetary values are marginalized and, with them, the nonmonetary ethos that is essential in sustaining a healthy democratic society.

Actor–network theory (ANT) is an approach to research that sits with a broader body of new materialism; a body of work that displaces humanism to consider dynamic assemblages of humans and nonhumans. Originally developed in the social studies of science and technology undertaken in the second half of the 20th century, ANT has increasingly been taken up in other arenas of social inquiry. Researchers working with ANT do not accept the unquestioned use of “social” explanations for educational phenomena. Rather, the social, like all other effects, is taken to be an enactment of heterogenous assemblages of human and nonhuman entities. The role of the educational researcher is to trace these processes of assemblage and reassemblage, foregrounding the ways in which certain entities establish sufficient allies to assume some degree of “realness” in the world.

Aligning most closely with ethnographic orientations, ANT does not outline a method. However, it could be argued that a number of propositions are shared in ANT-inspired approaches: first, that the world is made up of actors/actants, all of which are ontologically symmetrical. Humans are not privileged in ANT. Second, the principle of irreduction—there is no essence within or beyond any process of assemblage. Actors are concrete; there is no “potential” other than their actions in the moment. Entities are nothing more than an effect of assemblage. Third, the concept of translation and its processes of mediation that transform objects when they encounter one another. Finally, the principle of alliance. Actants gain strength only through their alliances. These propositions have specific implications for data generation, analysis, and reporting.

Inclusive education has become a prominent international ideal and value in educational policies and practices. It is a seemingly simple concept about opportunities, equality, and solidarity that has wide global appeal. However, inclusion as applied to education connects with various social and political values that have been contested over many decades. One issue that underlies inclusion as a value is whether it represents a single coherent value or multiple values that can come into tension leading to dilemmas that need to be resolved. This issue is often overlooked in considerations about inclusive education but does affect various key issues about differentiation in the design of curricula and assessment, the location of provision, and how difference is identified and labeled and about participation in the social interaction between students who are different. This is an issue that needs to be addressed.

Historically, the relationship between adult education and democracy has been one of mutual synergy with education providing the context for thoughtful reflection and democratic action. The social purpose of adult education was precisely in its contribution to making the world a more socially just and more democratic place. However, this relationship has been eroded over the years as adult education and democratic life have become increasingly distanced from each other. Can this be repaired? This is the central theme of this entry, which is explored through trends relating to adult education, community, and democracy, and articulated through the particular experiences of the Scottish context we are familiar with. This article argues that adult education can enrich democratic culture and practice and that in turn democratic issues and debates can energize and stimulate adult education.

While the Scottish lens is distinctive, our argument has a broader reference point, as the neoliberal economic forces and subjectivities shaping adult education are global and pervasive, busily percolating in, down and across all sectors and levels of education. Our claim is that adult education can still play a critical role in nurturing democratic life. Rather than abandon democracy, the task of education is to deepen it at all levels and ensure politics is educative. From this view, adult education for democracy can reinvigorate the culture and institutions of democracy and, in the process, help to reclaim the lodestone—or soul—of adult education. For some readers, this may seem a nebulous idea; however, for others it will mean that which animates what is worthwhile in adult education. A profession without a soul is a dead one.

This article is a collaborative effort that draws from different university institutions involved in the training and formation of community educators. Together these institutions represent a spectrum of the Scottish university sector involved in this work and bring to this analysis considerable experience. Although different interests and distinctive emphases are represented in the perspectives here, this entry focuses on common ideas and values. We start therefore by situating ourselves in terms of professional, political, ideological, and theoretical orientations.

Teachers enact their agency when they make decisions informed by, and aligned with, their beliefs and values. A balanced view of teacher agency attends to the interaction of the agent with structural and contextual influences. Agency can be enacted individually, in relation with others with similar beliefs and contexts, and/or collectively with others who possess disparate talents and operate in other contexts. Enacted in these ways, teacher agency provides avenues for critiquing and combatting the status quo in schools, providing children from minoritized backgrounds with equitable access to educational opportunities, and collaborating with stakeholders from outside of the educational institutions. While there is great potential for teacher agency to contribute to positive changes in the profession of teaching, in educational settings, and in the broader community, there are misperceptions (e.g., agency is classroom-bound, agency is fixed and invariable, agency is always about resistance) that sometimes limit educators’ abilities to enact agency. In order to support teacher agency, teacher educators must examine their curricula, their roles and responsibilities in supporting preservice and in-service teachers’ understandings of agency, and their own willingness to act as agents of change.

Since the early 2000s, qualitative research (QR) emerged as an interpretive approach and has gained increasing interest in education in China, while it is deeply rooted in Chinese intellectual history. Indigenously, the concept of QR methodology sought to explore the richness, depth, and complexity of phenomena, which was a way to gain insights through discovering meanings by improving the comprehension of the whole overall.

In the 1920s, pioneering intellectuals promoted Western education or new education in the New Culture Movement (around the time of the May 4 Movement in 1919), led by Hu Shih, Chen Tuhsiu, Li Tachao, and others. They actively advocated democracy and science. The May 4th Campaign dealt a heavy blow to the traditional rituals that ruled China for more than 2,000 years. It has inspired people’s democratic consciousness and promoted the development of modern science in China.

Quantitative research, like statistical methods, was introduced in the field of education. With the development of theories and methods of probabilistic statistics for studying randomness, small sample theory, statistical estimation, and statistical tests were widely introduced in the 1940s. In the upcoming decades, for many, quantitative research evoked a strong allegiance in academia, particularly in education, since it was considered to be based on a belief in science, perhaps more so than what many considered qualitative research in China. Actually, the relationship between qualitative and quantitative research in education has been fraught with misunderstanding, confusion, and tension in China.

After the 1990s, QR, which has been primarily advocated by Western researchers, has also grown in importance in educational and cultural studies in China as a methodological approach to research that aligns in important ways with quantitative research. Thus, internal tensions within the field of education have also emerged. Yet, though both approaches vary and have distinct genealogies and commitments, QR may be seen as a broad methodological genre in which open-ended interviews, participatory and non-participation observation, literature analysis, case studies, and other methods of social phenomena engage in long-term, in-depth, and meticulous studies. Such critically oriented QR has important implications for educational research.

What is anarchist theory and practice? What does it mean when anarchists engage with qualitative research? Anarchism has a long-standing history within radical political action that has been enacted at particular historical times and spaces. The Spanish Civil War, Paris 1968, and the so-called Battle of Seattle in 1999 saw the potential of anarchism as both a mode of critique and way(s) in which to think about direct political action. However, little has been done within the critical qualitative research project to engage with the ideas and critiques that anarchism offers researchers to think about and inform their own work.

Resisting hierarchies and their arrangements, challenging domination and relationships of power, rethinking praxis and direct action in qualitative research, and envisioning a utopian social and political imagination have been just a few of the political and epistemological projects that anarchists have undertaken that have direct implications for qualitative researchers. In thinking about future potentials, it has become imperative that critical qualitative researchers engage with anarchist theory and its critiques to better inform its own assumptions when thinking about the roles that qualitative research plays in resisting and altering oppressive social, political, and economic conditions.

Teacher identity is conceived in complex ways, in part because of the attention that must be paid to both the personal and the professional dimensions of teaching experience. In addition, teacher identity as a concept is closely intertwined with the notion of teacher agency, as well as with the potential for a teacher to encounter ongoing challenges in the development and adjustment of identity in diverse educational contexts. Literature on teaching from a range of areas—teacher education, preservice teaching, in-service teaching in schools, and university or higher education teaching—reflects a variety of existing approaches to teacher identity. Despite the complexity of the concept, understanding teacher identity remains of critical importance to individual educators, to institutions and to society as a whole.