It takes a village: supporting inquiry- and equity-oriented computer science pedagogy through a professional learning community

This article describes the importance that high school computer science teachers place on a teachers’ professional learning community designed around an inquiry- and equity-oriented approach for broadening participation in computing. Using grounded theory to analyze four years of teacher surveys and interviews from the Exploring Computer Science (ECS) program in the Los Angeles Unified School District, this article describes how participating in professional development activities purposefully aimed at fostering a teachers’ professional learning community helps ECS teachers make the transition to an inquiry-based classroom culture and break professional isolation. This professional learning community also provides experiences that challenge prevalent deficit notions and stereotypes about which students can or cannot excel in computer science.     

Drama: narrative pedagogy and socially challenged children

Melanie Peter, Senior Lecturer in Education and Early Childhood at Anglia Ruskin University, argues that the ability to engage in narrative stems from early interactive play formats and is essential for perceiving patterns and sequences in life – the fabric of social understanding. Developing themes set out in her earlier work, this article presents a rationale and developmental model for drama as narrative pedagogy. Whether narrative impairment is a cause or consequence of their difficulties, hard-to-reach or socially challenged children – exemplified by those with autism – characteristically show a limited spontaneous play repertoire, which necessarily hampers their development. However, through a play-tutoring approach in drama, especially by the teacher-in-role, significant gains may be noted. Melanie Peter uses case studies to illustrate an emerging triad of competencies that contribute to enhancing social understanding: more effective communication, greater sensitivity in interaction and creative problem-solving. The generative pedagogical dimensions support a developmental framework for using drama to explore cultural values and issues embedded in stories, towards greater narrative identity and more effective participation in a social world.     

Applying machine learning in science assessment: a systematic review

ABSTRACT

Machine learning (ML) is an emergent computerised technology that relies on algorithms built by ‘learning’ from training data rather than ‘instruction’, which holds great potential to revolutionise science assessment. This study systematically reviewed 49 articles regarding ML-based science assessment through a triangle framework with technical, validity, and pedagogical features on three vertices. We found that a majority of the studies focused on the validity vertex, as compared to the other two vertices. The existing studies primarily involve text recognition, classification, and scoring with an emphasis on constructing scientific explanations, with a vast range of human-machine agreement measures. To achieve the agreement measures, most of the studies employed a cross-validation method, rather than self- or split-validation. ML allows complex assessments to be used by teachers without the burden of human scoring, saving both time and cost. Most studies used supervised ML, which relies on extraction of attributes from student work that was first coded by humans to achieve automaticity, rather than semi- or unsupervised ML. We found that 24 studies were explicitly embedded in science learning activities, such as scientific inquiry and argumentation, to provide feedback or learning guidance. This study identifies existing research gaps and suggests that all three vertices of the ML triangle should be addressed in future assessment studies, with an emphasis on the pedagogy and technology features.     

Playful structure: a novel image of early years pedagogy for primary school classrooms

Playful structure is a new pedagogic image representing a more balanced and integrated perspective on early years pedagogy, aiming to blend apparent dichotomies and contradictions and to sustain and evolve play-based practice beyond Year 1. Playful structure invites teachers and children to initiate and maintain a degree of playfulness in the child’s whole learning experience, even when the learning intentions demand a supportive structure. Thus, playfulness becomes characteristic of the interaction between adult and the child and not just characteristic of child-initiated versus adult-initiated activities, or of play-time versus task-time. The paper is based on intensive observations and interviews with teachers in Northern Ireland who participated in a play-based and informal curriculum. This paper explains how playful structure rests on complementary processes of infusion of structure into play-based activities and infusion of playfulness into more structured activities, illustrated by cameos. ‘Infusion’ suggests the subtle blending process that allows apparent dichotomies and contradictions to be resolved in practice.     

Developing a material-dialogic approach to pedagogy to guide science teacher education

Abstract

Dialogic pedagogy is being promoted in science teacher education but the literature on dialogic pedagogy tends to focus on explicit voices, and so runs the risk of overlooking the important role that material objects often play in science education. In this paper we use the findings of a teacher survey and classroom case study to argue that there is a gap in the way that science teachers think about the role of materials and that this could be addressed by changes in the theory base of teacher training, augmenting the current constructivist and dialogic theory with the addition of new materialism in the form of Barad’s ‘Agential Realism’. Our findings suggests that science teachers do not regularly explicitly consider the relationship between the material resources they deploy and the dialogic learning taking place. We argue that science teacher training and professional development should pay more attention to the material-dialogic relationships in the learning that emerges in science classrooms.     

Creating a framework of a resource-based e-learning environment for science learning in primary classrooms

Advancements in information and communications technology and the rapid expansion of the Internet have changed the nature and the mode of the presentation and delivery of teaching and learning resources. This paper discusses the results of a study aimed at investigating how five teachers planned to integrate online resources in their teaching of science topics in the primary curriculum. Based on the findings obtained from the content analysis of the teaching designs created by the participating teachers, and insights gained from the pre- and post-lesson implementation interviews with them, a resource-based e-learning environments (RBeLEs) framework is proposed as an outcome which could be of reference as a planning tool for teachers who wish to integrate the Internet into their classroom teaching.     

Centering embodied learning in anti-oppressive pedagogy

Academia has traditionally valued cognition and intellectual processes, eschewing the significance of other bodily domains involved in teaching, learning, and theorizing. Grounding the analysis in our experiences as diversely positioned academics, we argue that embodied teaching and theorizing provide a unique means of delivering material consistent with the aims of social justice education, while simultaneously challenging neoliberal paradigms. Acknowledging both students' and faculty members' discomfort and/or resistance to embodied approaches, this analysis contributes to discussions about critical approaches to dismantling neoliberalism and developing an alternative framework of understanding through which conventional paradigms of thought may be challenged.     

Schematic pedagogy: supporting one child's learning at home and in a group

In this paper, we identify ways in which the learning of very young children can be supported by practitioners developing a schematic pedagogy which focuses on structures of children's thinking. First, we provide a critical overview of relevant literature on schemas and schematic approaches to pedagogy. We then outline an original study undertaken to identify and support the learning of seven young children. Taking one child, whom we call Annie, we illustrate how her attention to the fine detail of elements of her home and group environments as she played offered strong clues to her pedagogues about her persistent interests (schemas). We show how careful observation by practitioners can be used to understand and support future learning encounters through a schematic pedagogy, and we consider implications of such an approach for practice in toddlers’ early learning.     

公共教育学的革命:由教师教育学向学生教育学转变

公共教育学作为师范生的一门必修课，长期以来对师范生向师性的培养并未起到应有的作用，其原因在于该课是以教师能教些什么为出发点而组织的教学内容，即教师教育学；而不是以学生为本所建构的教学体系即学生教育学。     

Hard to teach: inclusive pedagogy in social science research methods education

Amidst major new initiatives in research that are beginning to address the pedagogic dimension of building capacity in social science research methods, this paper makes the first move to apply the lens of inclusive pedagogy to research methods pedagogy. The paper explores the ways in which learning social science research methods is hard and may be anxiety-provoking, which has sometimes led to a deficit discourse in which learners are positioned as ill-prepared and fearful. Learners can then be blamed for being hard to teach when an inclusive pedagogical lens would support a more asset-based discourse. Nonetheless, the authors argue that without traditional deficit-based solutions of the remedial class, special needs label or special teacher within the methods learning environment, methods teachers have developed their own responses. These pedagogic responses, elicited from the authors’ research using methods of expert interviews, focus groups and video-stimulated dialogue, address challenges associated with the learner, the learning material and the teacher’s context. The paper differentiates between practical solution-focused strategies and more holistic approaches. The authors illustrate how methods teachers reach out to diverse learners and they conclude that data and standpoints are used in inclusive teaching to make connections and to support learning.     

Including children with special educational needs in mainstream classrooms: implications for pedagogy from a systematic review

This paper reports on the outcomes of the first in a series of three systematic literature reviews in inclusive education. The aims include establishing what research has been undertaken in the area of effective pedagogical approaches to enable children with special educational needs to be included in mainstream classrooms, synthesising themes in a purposive sample of the literature and examining how this research might inform practice. One outcome of this first literature review was an overview of the various ways that teachers are effectively including children with special educational needs. In this paper, using the literature, we share some of the characteristics of the teaching approaches that have been shown to lead to positive outcomes in the areas of academic attainment, social involvement and improved behaviour. We discuss how these approaches, particularly those involving peer group interactions, might be used by teachers to support all learners.     

Girls in primary school science classrooms: theorising beyond dominant discourses of gender

The paper explores the ways girls appropriate gender through actions, gesture and talk to achieve things in primary school science classrooms. It draws on socio-cultural approaches to show that when everyday classroom practices are viewed from multiple planes of analysis, historical, institutional and in the micro dynamics of classroom interaction, gender comes into view in a variety of ways and not only via dominant discourses. Focused observations and interviews were carried out in Year 3 primary school science classrooms in four schools in the UK and the USA (children aged 7 and 8 years). The paper suggests how teachers can work with gender to open up new spaces in primary science classrooms for girls. This remains a priority irrespective of the contemporary anxieties around boys’ achievement if girls are to grow up feeling that science is a legitimate arena in which to participate.     

A pedagogy of emotion in teaching about social movement learning

This article explores the role of emotion in teaching about social issues in higher education. We draw and expand upon Boler's notion of a ‘Pedagogy of Discomfort’, Goodman's and Curry-Steven's concept of a ‘Pedagogy for the Privileged', and on Freire's idea of a ‘Pedagogy of Hope', in reflecting on our own experiences in teaching a graduate-level course on social movement learning. We argue for the importance of further sociological theorisation of the role of emotion in teaching and learning in higher education, and acknowledge the challenges a Pedagogy of Emotion present to those teaching in the social sciences at the post-secondary level.     

Pedagogy in practice: the pedagogy of a learning setting as students experience it

This paper opens a theoretical discussion regarding the pedagogy of a learning setting as students experience it. Students’ experience of learning deserves particular attention because it may differ from the pedagogy that is designed and campaigned for by the school, or even from the one that is ‘experienced’ by the teacher in the same situation. In order to open up such a discussion, we introduce the term ‘pedagogy in practice’ (PiP). This new term describes the pedagogy that actually acts on students’ thought and affects; it relates to the interaction between the school’s pedagogy and students’ experience of it. In this paper, we define the concept of PiP and examine its implications and differentiation from related pedagogic concepts. By doing so, we question educators’ and policy makers’ ability to understand, evaluate, make sense of, and eventually improve pedagogies or curricula in general without looking at PiP in particular.     

Extending the constructs of active learning: implications for teachers' pedagogy and practice

Active learning is a pedagogical construct widely appealed to within the global discourse of lifelong learning. However, an examination of the literature reveals a lack of clarity and consensus as to its meaning. This article provides a critical analysis of a range of dimensions underpinning the concept of active learning including policy discourses, definitions, interpretation and enactments in educational settings, and resultant pedagogical implications. A more robust theoretical framework is presented to support educator understanding which synthesises and extends current constructs and which bridges the divide between active learning considered as either theory of learning or pedagogical strategy.     

Enacting culturally relevant pedagogy: asset mapping in urban classrooms

In an attempt to confront monolithic perceptions of achievement and an educational narrative that defines communities of Color by their supposed deficits, the current study presents asset mapping as an example of culturally relevant pedagogy in action. Asset mapping is a pedagogical tool for students to visually represent personalized stories of their cultural assets and participate in a community-based gallery walk to showcase their maps. Interviews and focus groups with third- and sixth-grade teachers and students from an urban public school revealed learning about self, learning about others, and building community as emergent themes after completing the project. We present these themes and discuss asset mapping as a possible model for strength-based pedagogy that centers the lived experiences of students, their families, and their shared stories in classroom curriculum.     

Teaching about sustainability through inquiry-based science in Irish primary classrooms: the impact of a professional development programme on teacher self-efficacy,competence and pedagogy

Abstract

Research suggests that innovative and engaging professional development is instrumental in supporting teachers in developing their competence and confidence in teaching sustainability. An international initiative was developed to explore whether a competencies-oriented Education for Sustainable Development (ESD) professional development model was transferable across three different international contexts (Ireland, Germany and Mexico). This paper reports on the adaptation of this model within the Irish context, through the development of an innovative professional development programme for primary teachers. Through a mixed-methods approach which gathered data via pre- and post-programme surveys, teachers’ reflective journals and post-programme group interviews, the paper explores Irish primary school teachers’ experiences of, and attitudes towards, teaching sustainability through science education after participation in a professional development programme. The findings suggest that this programme, structured around the existing evidence for effective professional development in science education and ESD, positively influences teachers’ self-efficacy, supports teachers’ critical engagement with sustainability competencies and promotes the development of transformative pedagogies for sustainability through Inquiry-Based Science Education.