Computing is essential to disciplinary practices and discourses of science, engineering, and mathematics. In each of these broad disciplinary areas, technology creates new ways of making sense of the world and designing solutions to problems. Computation and computational thinking are synergistic with ways of knowing in mathematics and in science, a relationship known as reflexivity, first proposed by Harel and Papert. In precollege educational contexts (e.g., K-12 schooling), learners’ production of computational artifacts is deeply complementary to learning and participating in science, mathematics, and engineering, rather than an isolated set of competencies.
In K-12 contexts of teaching and learning, students’ data practices, scientific modeling, and modeling with mathematics are primary forms through which computing mediates the epistemic work of science, mathematics, and engineering. Related literature in this area has contributed to scholarship concerning students’ development of computational literacies––the multiple literacies involved in the use and creation of computational tools and computer languages to support participation in particular communities. Computational thinking is a term used to describe analytic approaches to posing problems and solving them that are based on principles and practices in computer science. Computational thinking is frequently discussed as a key target for learning. However, reflexivity refocuses computational thinking on the synergistic nature between learning computing and the epistemic (knowledge-making) work of STEM disciplines. This refocusing is useful for building an understanding of computing in relation to how students generate and work with data in STEM disciplines and how they participate in scientific modeling and modeling in mathematics, and contributes to generative computational abstractions for learning and teaching in STEM domains.
A heterogeneous vision of computational literacies within STEM education is essential for the advancement of a more just and more equitable STEM education for all students. Generative computational abstractions must engage learners’ personal and phenomenological recontextualizations of the problems that they are making sense of. A democratic vision of computing in STEM education also entails that teacher education must advance a more heterogeneous vision of computing for knowledge-making aims. Teachers’ ability to facilitate authentic learning experiences in which computing is positioned as reflexive, humane, and used authentically in service of learning goals in STEM domains is of central importance to learners’ understanding of the relationship of computing with STEM fields.
Article
Computing in Precollege Science, Engineering, and Mathematics Education
Amy Voss Farris and Gözde Tosun
Article
Critical Digital Pedagogy in the Platform Society
Earl Aguilera and Christina Salazar
The term “critical digital pedagogy” has been used to describe a broad range of approaches to teaching and learning rooted in critical theory, digital cultural studies, and the liberatory education promoted within schools of critical pedagogy since the 1960s. References to critical digital pedagogy began to appear in published scholarly literature in the early 2000s as a response to the expansion of neoliberal ideologies and policies in an age of proliferating digital and networked technologies. These shifts in technological, economic, and social organization have since become collectively described as the “platformization” of society, driven by processes such as datafication, commodification, and algorithmic selection. In response to concerns about the neoliberalization, dehumanization, and platformization of education specifically, the emergent field of critical digital pedagogy has coalesced into a community of educators, designers, and theorists with an international scope, though the majority of published scholarship originates from the United States and the European Union. While the approaches and methods that the proponents of critical digital pedagogy engage with are varied, three broad families of practice include critical instructional design, humanizing online teaching and learning, and digital ungrading. Following earlier traditions of critical pedagogy, practitioners in the field of critical digital pedagogy find themselves grappling with critiques of their approaches as overly politicized, ideologically driven, and pragmatically limited. Open issues in the field include the expanding role of machine learning and artificial intelligence, the role of political activism beyond the classroom, and the addressing of intersections between race, class, and other dimensions of identity within a critical framework.
Article
Differentiated Instruction and Inclusive Schooling
Diana Lawrence-Brown
Differentiated instruction encompasses a wide range of responsive pedagogies, including individualized types and levels of curricula, teaching methods, materials, and assessment strategies. It has at its roots the impetus for effective inclusive schooling, providing supports directly within general education classrooms for students with the full range of exceptionalities (both significant disabilities and giftedness) and other diverse educational characteristics such as cultural and linguistic background and socioeconomic status. To effectively include students with higher levels of need, comparable levels of supports follow the student from the special education setting to the general education classroom. This enriched level of support in the general education classroom benefits not only students with disabilities, but the class as a whole.
The legal and ethical bases for inclusive schooling are connected with various civil rights movements (including race, disability, culture and language, gender); it can be viewed as a response to segregated schooling (and denial of schooling altogether). Schools frequently remove students when traditional educational programs fail, adding on separate programs rather than rectifying the existing system. Such special programs have been routinely promulgated without substantial evidence of their effectiveness over supportive general education classrooms (either for segregated students or for their unlabeled general education peers).
Important aspects of differentiated instruction and inclusive schooling include multilevel instruction; authentic and culturally responsive curricula, methods, and assessment; universal design for learning; assistive and instructional technologies; positive behavioral supports; and a collaborative team approach to instructional decision-making and delivery.
Differentiated instruction and effective inclusive schooling are vital for equitable access to educational opportunities, bringing more responsive curricula, methods, and perspectives to increasingly diverse classrooms and schools.
Article
Education Research Beyond Cyborg Subjectivities
Annette Gough and Noel Gough
The term “cyborg,” as a combination of “cybernetics” and “organism,” was coined by Manfred Clynes and Nathan Kline in 1960 in a paper presented at a National Aeronautics and Space Administration (NASA) conference on space exploration as a representation of a particular challenge of space travel: physically adapting a human body to survive in a hostile environment rather than modifying the environment. Soon after, NASA commissioned “The Cyborg Study” to investigate the theoretical possibilities of incorporating life support–related technologies into future spacecraft design. From the beginning, cyborgs were seen as the realization of a transhumanist goal—liberating humans from the limitations of the body and its environment by means of mechanization. Outside of space exploration, the term “cyborg” has evolved to encompass an expansive mesh of the mythological, metaphorical, and technical. Initially mainly taken up by science fiction writers to create superhumans, the notion entered cultural studies in the 1980s, particularly through Donna Haraway’s feminist “cyborg manifesto,” which argues that we are all cyborgs. Since then, terminology has shifted, and cyborgs are more likely called “posthumans,” “more-than-humans,” “other-than-humans,” or “companion species.” Discussions of cyborg and posthuman subjectivities in educational research have taken two main directions. The first argues that with equipment like tablets, smartphones, and laptops, students and teachers are already cyborgs—hybrids of human and machine—accessing information, resources, networks, groups, personal relations, libraries, and mass media through the Internet. Other research has investigated how the construction of cyborg and posthuman subjectivities changes the relationships between humans and their surroundings, devising new social, ethical, and discursive ways of thinking and representation.
Article
Intellectual Property and Education
John Willinsky
Concerns about intellectual property in education typically involve administrative interest in improving institutional compliance with copyright and patent laws. The focus on compliance, rather than on intellectual property as an area of educational inquiry for students raises two questions: Are educational institutions adequately preparing students (a) to participate in a global economy that is increasingly driven by intellectual property and (b) for a future in which the creation and distribution of intellectual property is being reshaped by the emerging digital era? The educational value of intellectual property begins, however, with history of the concept in which learning played a strong role in giving shape to the idea of text as an intangible good associated with distinct properties, rights, and responsibilities, with all of this taking place well before the 18th-century introduction of the modern concepts of copyright and patent law. In light of this history and its contemporary standing, intellectual property has much to offer as a way for students and teachers to gain insight into the nature of creative work in relation to private property and the public domain. While education benefits from exceptions made for “fair use” and other exemptions in copyright law, the digital era has seen the introduction of new intellectual property strategies that support the collective educational enterprise, including Creative Commons licensing, open educational resources, open access to research, and open source software. While intellectual property has played a small part in business education and composition classes in the past, a number of innovative programs now involve students in different approaches to balancing the private and public interests associated with this concept, suggesting the value that intellectual property holds, as a teachable topic, for the curriculum and for thinking, more broadly, about education’s role as a public good.
Article
Learner Engagement in Teacher Education
Kay K. Seo and Scott Gibbons
In teacher education, learner engagement is an important instructional consideration. When students are physically, cognitively, and socially involved in the learning process, they can achieve high levels of productivity and develop a meaningful learning experience. In addition, learner engagement is closely associated with student retention and degree completion. To engage education students more meaningfully in the learning process, it is important to teach them in student-centered, technology-enriched environments. Education students should also become more engaged with the community and with other educators in order to build upon their pedagogy. Furthermore, it is important to offer them professional experiences, including student teaching practicum and teacher preparation programs, so that they can transform those experiences into their own teaching practices.
Article
Multiliteracies in Professional Education
Kathryn Hibbert, Mary Ott, Christopher Eaton, and Lin Sun
Multiliteracies theory is part of a growing and evolving body of research tangled up with multiple, intersecting fields: literacies, technologies, pedagogies, socio-materiality, and semiotics, to name a few. It is a theory that has been taken up largely in the professional practice of teacher education but is rapidly emerging as a useful way to think through the complexities of practice in multiple professions such as medical education, or engineering. As learning has come to be understood and framed in ways that acknowledge the temporal, spatial, material, and embodied layers of understanding, practice-based professions are finding ways to investigate and support knowing in practice.
Article
Multimodal Literacy
Kathy A. Mills and Len Unsworth
Multimodal literacy is a term that originates in social semiotics, and refers to the study of language that combines two or more modes of meaning. The related term, multimodality, refers to the constitution of multiple modes in semiosis or meaning making. Modes are defined differently across schools of thought, and the classification of modes is somewhat contested. However, from a social semiotic approach, modes are the socially and culturally shaped resources or semiotic structure for making meaning. Specific examples of modes from a social semiotic perspective include speech, gesture, written language, music, mathematical notation, drawings, photographic images, or moving digital images.
Language and literacy practices have always been multimodal, because communication requires attending to diverse kinds of meanings, whether of spoken or written words, visual images, gestures, posture, movement, sound, or silence. Yet, undeniably, the affordances of people-driven digital media and textual production have given rise to an exponential increase in the circulation of multimodal texts in networked digital environments. Multimodal text production has become a central part of everyday life for many people throughout the life course, and across cultures and societies. This has been enabled by the ease of producing and sharing digital images, music, video games, apps, and other digital media via the Internet and mobile technologies.
The increasing significance of multimodal literacy for communication has led to a growing body of research and theory to address the differing potentials of modes and their intermodality for making meaning. The study of multimodal literacy learning in schools and society is an emergent field of research, which begins with the important recognition that reading and writing are rarely practiced as discrete skills, but are intimately connected to the use of multimodal texts, often in digital contexts of use. The implications of multimodal literacy for pedagogy, curriculum, and assessment in education is an expanding field of multimodal research. In addition, there is a growing attention to multimodal literacy practices that are practiced in informal social contexts, from early childhood to adolescence and adulthood, such as in homes, recreational sites, communities, and workplaces.
Article
Schooling, Educational Technology, and Teachers’ Everyday Practice in Norway
Rune Johan Krumsvik and Øystein Olav Skaar
Research shows that for decades, there have been attempts to implement information and communication technology (ICT) in schools, but it has had a weak uptake among teachers thus far. One of the reasons for this lack of integration is that teachers perceive ICT as an additional load on their everyday practices that would increase the complexity of their roles. Teachers are therefore often cautious and sceptical about ICT implementation because it is often not properly attached to deeply entrenched school structure. Adaptive learning tools have provided new opportunities to facilitate this integration. Adaptive learning tools are expected to contribute to the customization and personalization of pupil learning by continually calibrating and adjusting pupils’ learning activities to their skill and competence levels. However, it is important to discuss whether adaptive learning tools need to be sufficiently anchored in the curriculum, in formative assessment, in adaptive education, and in homework to achieve their potential. In this way, we can obtain an understanding of how a systematic implementation of adaptive learning tools influences the learning outcomes, learning environment, and motivation of pupils in school, when such tools are attached to the deeply entrenched structures in school. In such implementation processes it seems like we need to reconsider the value of homework to achieve, for example, sufficient volume training and root learning with adaptive learning tools, thus freeing up time for practical mathematics and deep learning at school. Importantly, this requires a digital competence among teachers, where the critical factor is the teacher’s ability to create a teaching doctrine in which technology use is justified by didactic choices.
Article
Twenty-First-Century Learning Spaces and Pedagogical Change
Jill Colton
Twenty-first-century learning spaces are designed to enable students to develop the skills and dispositions required for uncertain and transformed futures. They are characterized by flexibility and openness, with architectural and technological features that allow for variable arrangements and digitally enhanced learning. Flexibility is achieved through the provision of features such as sliding doors, moveable furniture, open spaces, and smaller breakout rooms, which may be used by teachers and students in different ways. The flexibility and openness of these spaces are considered to enhance the collaborative, self-directed and inquiry- or project-based learning that are regarded as crucial for an education that prepares students for work and citizenship in the 21st century. The integration of networked digital tools and applications is a key aspect of 21st-century learning spaces and of the pedagogical changes that shape and are shaped by these spaces. Sociomaterial theoretical perspectives offer a way of interpreting and analyzing 21st-century learning spaces in relation to pedagogical change. The flexibility of these spaces is implicated in the flexibility of pedagogical approaches, and the opportunities for movement and varied arrangements in physical and digital spaces are correspondent with the self-managing, digitally literate learner. Links between learning spaces that are flexible, open, and digitally networked and the pedagogies enacted in those spaces have been the subject of empirical studies in Australia, the United Kingdom, Europe, Scandinavia, the United States, and New Zealand. These studies illustrate the importance of considering theoretical perspectives in research that investigates pedagogical change and learning space design.
Article
STEM Education
Stephen M. Ritchie
STEM education in schools has become the subject of energetic promotion by universities and policymakers. The mythical narrative of STEM in crisis has driven policy to promote STEM education throughout the world in order to meet the challenges of future workforce demands alongside an obsession with high-stakes testing for national and international comparisons as a proxy for education quality. Unidisciplinary emphases in the curriculum have failed to deliver on the goal to attract more students to pursue STEM courses and careers or to develop sophisticated STEM literacies. A radical shift in the curriculum toward integrated STEM education through multidisciplinary/ interdisciplinary/ transdisciplinary projects is required to meet future challenges. Project-based activities that engage students in solving real-world problems requiring multiple perspectives and skills that are authentically assessed by autonomous professional teachers are needed. Governments and non-government sponsors should support curriculum development with teachers, and their continuing professional development in this process. Integrating STEM with creative expression from the arts shows promise at engaging students and developing their STEM literacies. Research into the efficacy of such projects is necessary to inform authorities and teachers of possibilities for future developments. Foci for further research also are identified.
Article
Teachers’ Knowledge for the Digital Age
Margaret L. Niess
The 21st-century entrance of digital media into education has required serious reconsideration of the knowledge teachers need for guiding students’ learning with the enhanced technological affordances. Technological Pedagogical Content Knowledge (TPCK or TPACK) describes the interaction of the overlapping regions of technological knowledge, pedagogical knowledge, and content knowledge that also creates four additional regions (technological pedagogical knowledge, technological content knowledge, pedagogical content knowledge, and technological pedagogical content knowledge). These knowledge regions are situated within a contextual knowledge domain that contains macro, meso, and micro levels for describing the dynamic equilibrium of the reformed teacher knowledge labeled TPCK/TPACK. Teacher educators, researchers, and scholars have been and continue to be challenged with identifying appropriate experiences and programs that develop, assess, and transform teachers’ knowledge for integrating information and communication technologies (ICT) that are also spurring advancements in artificial intelligence (AI) as learning tools in today’s reformed educational environments. Two questions guide this literature review for engaging the active, international scholarship and research directed toward understanding the nature of TPCK/TPACK and efforts guiding the transformation of the teacher’s knowledge called TPCK/TPACK. The first question considers the nature of a teacher’s knowledge for the digital age and how it differs from prior descriptions. Three distinct views of the nature of TPCK/TPACK are explained: the integrative view; the transformative view; and a distinctive view that directs how the primary domains of pedagogy, content, and technology enhance the teacher’s knowledge. The second question explores the research and scholarship recommending strategies for the redesign of teacher education towards developing, assessing, and transforming teachers’ TPCK/TPACK. These strategies recognize the importance of (1) using teacher educators as role models, (2) reflecting on the role of ICT in education, (3) learning how to use technology by design, (4) scaffolding authentic technology experiences, (5) collaborating with peers, and (6) providing continuous feedback. This research further characterizes teacher educators with strong ICT attributes as the gatekeepers for redesigning teacher education programs so that today’s teachers are better prepared to engage in the strategic thinking of when, where, and how to guide students’ learning given the rapid advancements of digital technologies. These cumulative scholarly efforts provide a launchpad for future research toward transforming teachers’ knowledge for teaching with the technological advancements of the digital age.
Article
Teaching Writing in the Digital Era
Linda Laidlaw
In the digital era, written communication for children and youth is changing. As texts and media include complex intersections of print, image, sound, and other modalities, the ways in which writing is conceived is shifting. The evolution and impact of digital technologies follow a long history of invention, innovation, and change in written communication, with critiques of writing and communication technologies present in both historical and contemporary contexts. A new development in contemporary digital culture is the significant and widespread participation of children and youth in digital media and communication due to the ubiquity, affordances, and appeal of mobile digital devices. In the history of writing instruction, pedagogical approaches and perspectives have continued to evolve, with the teaching of writing at times positioned as subordinate to the teaching of reading, a pattern that has repeated into the digital era in which an emphasis on digital writing production and text creation has been similarly less of a focus than receptive consumption of media. Shifts in digital practice and the emergence of new devices for writing present both challenges and opportunities for the teaching of writing and the creation of texts in schools, with issues of digital resource provision and access to technology presenting hurdles for some teachers. Teacher awareness of the digital worlds, practices, and “funds of knowledge” that students are bringing to the writing classroom is vital to reimagining the writing classroom within contemporary digital culture. In the 21st century, writing instruction needs to be inclusive of the operational demands of writing as well as sociocultural and critical requirements, in addition to responding to fluid technoliteracy contexts and consideration of how “writing” itself is changing.
Article
Universal Design for Learning: Changing the Way We Interact With Diversity
Suzanne Stolz
Universal Design for Learning, widely known as UDL, is a framework for creating flexible curriculum and pedagogy that provides access for all students, giving the opportunity to build from their strengths. First introduced in 1998, UDL is centered on three principles: (a) provide multiple means of engagement, (b) provide multiple means of representation, and (c) provide multiple means of action and expression. In applying the framework in K–12 or postsecondary schools, educators first consider the diversity of students, their assets and needs, the barriers that interfere with their success, and then plan lessons that are widely accessible. UDL has close relationship with technology as it provides various ways to present content, engage students, and demonstrate their learning.
Research and policy, largely in the United States, support the growth of UDL. Research has created UDL tools like the Strategic Reader, produced recommendations for implementation, and measured efficacy. The National UDL Task Force, a coalition of stakeholder organizations has worked for the integration of UDL principles into local, state, and federal policies. Critiques of the framework note a dearth of empirical evidence and inconsistency in the research. They also help identify a path forward in designing new research and attending to complications in the framework that might better address diversity and bring students to the center.
Article
Writing
Danielle S. McNamara, Laura K. Allen, and Andrew Potter
Writing is a crucial means of communicating with others and thus is vital to success and survival in modern society. Writing processes rely on virtually all aspects of cognition (e.g., working memory, motivation, affect, self-regulation, prior knowledge, problem solving) and are naturally embedded in social contexts. Social factors include writers’ objectives, audience, genre, and mode of writing. For example, the increased use of the Internet has rendered writing for informal purposes more frequent, and writing mechanics (e.g., deleting, spell checking) and search for information more efficient. Research on educational interventions to improve writing points to the importance of providing students with instruction and practice using writing strategies, writing practice with feedback (e.g., instructor, automated), and collaborative writing (including peer feedback). Given the inherent complexity of writing, it is important to help students learn how to write across various situations with varying purposes and demands. This necessitates reading many types of text genres (e.g., narrative vs. informational writing), writing frequently, and revising based on feedback. Since the turn of the century, there has been a substantial increase in research on writing processes, including methods to improve writing. However, there remains a substantial need for additional experimental work to understand writing processes as well as more evidence on which types of interventions are most beneficial in helping students to improve their writing. Feedback from both cognitive and sociocultural researchers should inform future revisions of the standardized guidelines and assessments with the long-term goal of developing a clearly defined set of standards for academic excellence in writing.
