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1 – 10 of over 3000In light of a need for more critical education about datafication, this paper aims to develop a framework for critical datafication literacy that is grounded in theoretical and…
Abstract
Purpose
In light of a need for more critical education about datafication, this paper aims to develop a framework for critical datafication literacy that is grounded in theoretical and empirical research. The framework draws upon existing critical data literacies, an in-depth analysis of three well-established educational approaches – media literacy, the German “(politische) Bildung” and Freirean “critical pedagogy” – and empirical analyses of online educational resources about datafication.
Design/methodology/approach
The study interconnects theoretical analyses with an empirical mixed methods investigation that includes expert interviews with creators of online educational resources about datafication and a qualitative survey with educators interested in teaching about data technologies.
Findings
The research identified novel findings on the goals of resource creators and educators, such as a focus on empowering and emancipatory approaches, fostering systemic understanding of datafication and encouraging collective action. Such perspectives are rare in existing critical data literacy conceptualisations but show resemblance to traditional education scholarship. This highlights how much can be learnt from practitioners and from these more established educational approaches. Based on these findings, a framework for critical datafication literacy is suggested that aims for systemic understanding of datafication, encouraging critical thinking and enabling learners to make enlightened choices and take different forms of action.
Originality/value
The study is unique in its interconnection of theoretical and empirical research, and it advances previous research by suggesting a grounded framework for critical datafication literacy.
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This paper aims to center the experiences of three cohorts (n = 40) of Black high school students who participated in a critical race technology course that exposed anti-blackness…
Abstract
Purpose
This paper aims to center the experiences of three cohorts (n = 40) of Black high school students who participated in a critical race technology course that exposed anti-blackness as the organizing logic and default setting of digital and artificially intelligent technology. This paper centers the voices, experiences and technological innovations of the students, and in doing so, introduces a new type of digital literacy: critical race algorithmic literacy.
Design/methodology/approach
Data for this study include student interviews (called “talk backs”), journal reflections and final technology presentations.
Findings
Broadly, the data suggests that critical race algorithmic literacies prepare Black students to critically read the algorithmic word (e.g. data, code, machine learning models, etc.) so that they can not only resist and survive, but also rebuild and reimagine the algorithmic world.
Originality/value
While critical race media literacy draws upon critical race theory in education – a theorization of race, and a critique of white supremacy and multiculturalism in schools – critical race algorithmic literacy is rooted in critical race technology theory, which is a theorization of blackness as a technology and a critique of algorithmic anti-blackness as the organizing logic of schools and AI systems.
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The paper seeks to introduce the “critical open access literacy” construct as a holistic approach to confront the challenges in open access (OA) as a dimension of scholarly…
Abstract
Purpose
The paper seeks to introduce the “critical open access literacy” construct as a holistic approach to confront the challenges in open access (OA) as a dimension of scholarly communication.
Design/methodology/approach
The paper first introduces the concepts of information literacy (IL) and OA in the context of transformations in the scholarly information environment. Via a theoretical-analytical exercise on the basis of a literature review of the intersections between the two concepts and of the criticisms of OA, the paper discusses the role of critical IL in addressing the challenges in OA and lays the theoretical-conceptual groundwork for the critical OA literacy construct.
Findings
The structural nature of the challenges and transformations in the scholarly information environment require new foci and pedagogical practices in library and information studies. A more holistic, critical and integrative approach to OA is warranted, which could effectively be achieved through the re-conceptualization of IL.
Practical implications
The paper specifies the avenues for putting the theoretical conceptualizations of critical OA literacy into practice by identifying possible foci for IL instruction alongside a transformed role for librarians.
Originality/value
The paper extends deliberations on the role of critical IL for scholarly communication and attempts to advance the research fields of the two domains by proposing a new construct situated at the junction of OA and IL.
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Annette Markham and Riccardo Pronzato
This paper aims to explore how critical digital and data literacies are facilitated by testing different methods in the classroom, with the ambition to find a pedagogical…
Abstract
Purpose
This paper aims to explore how critical digital and data literacies are facilitated by testing different methods in the classroom, with the ambition to find a pedagogical framework for prompting sustained critical literacies.
Design/methodology/approach
This contribution draws on a 10-year set of critical pedagogy experiments conducted in Denmark, USA and Italy, and engaging more than 1,500 young adults. Multi-method pedagogical design trains students to conduct self-oriented guided autoethnography, situational analysis, allegorical mapping, and critical infrastructure analysis.
Findings
The techniques of guided autoethnography for facilitating sustained data literacy rely on inviting multiple iterations of self-analysis through sequential prompts, whereby students move through stages of observation, critical thinking, critical theory-informed critique around the lived experience of hegemonic data and artificial intelligence (AI) infrastructures.
Research limitations/implications
Critical digital/data literacy researchers should continue to test models for building sustained critique that not only facilitate changes in behavior over time but also facilitate citizen social science, whereby participants use these autoethnographic techniques with friends and families to build locally relevant critique of the hegemonic power of data/AI infrastructures.
Originality/value
The proposed literacy model adopts a critical theory stance and shows the value of using multiple modes of intervention at micro and macro levels to prompt self-analysis and meta-level reflexivity for learners. This framework places critical theory at the center of the pedagogy to spark more radical stances, which is contended to be an essential step in moving students from attitudinal change to behavioral change.
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This paper aims to trace how Asian American girls engaged with civic learning in a virtual out-of-school literacy community featuring a curriculum of diverse literary texts.
Abstract
Purpose
This paper aims to trace how Asian American girls engaged with civic learning in a virtual out-of-school literacy community featuring a curriculum of diverse literary texts.
Design/methodology/approach
The researcher used practitioner inquiry to construct a virtual literacy education community dedicated to the civic learning of Asian American girls.
Findings
The paper explores how participants mobilized critical practices of textual consumption and production rooted in their intersectional identities and embodied experiences to make meaning of the civic constraints and affordances of marginalized identities and to read and (re)design author choices for civic purposes. These findings – examples of youths’ critical civic meaning-making – indicate how they claimed space for Asian American civic girlhoods in literacy education.
Originality/value
This paper foregrounds how Asian American girls mobilize critical processes of text consumption and production to assert civic identities in literacy education – a significantly under-examined topic in literacy studies. This work has implications for how literacy practitioners and scholars can prioritize Asian American civic girlhoods through pedagogy and research.
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This paper aims to address the limitations in designing educational approaches that apply critical approaches to data literacy, given the obscure nature of digital platforms…
Abstract
Purpose
This paper aims to address the limitations in designing educational approaches that apply critical approaches to data literacy, given the obscure nature of digital platforms, which leave youth unable to develop discourses that challenge dominant narratives about the role of data in their lives. The purpose of this study is to propose and evaluate a critical data literacy approach that empowers youth to engage with data from a sociocultural perspective using a speculative participatory research approach that affords opportunities to develop alternative discourses.
Design/methodology/approach
This is a multiple-case study that involves five alternative schools in Uruguay which implemented the Nayah-Irú curriculum over ten weeks leading to the development of six distinct research projects about the materialization of data in youth lives. The curriculum incorporates an alternate reality game (ARG) to engage youth in critical data literacy, based on the principles of Youth Participatory Action Research (YPAR) epistemology and Speculative Civic Literacies.
Findings
The findings of this study highlight the integration of speculative storytelling and real-life experiences in developing alternative discourses about datafication. The analysis revealed instances of discursive closure among the youth, but through the curriculum's speculative fiction elements, such as the narrative of Nayah-Irú, emotional connections were formed, leading to increased engagement, critical inquiry, and problem framing.
Research limitations/implications
The study conducted on the Nayah-Irú curriculum shows its effectiveness in engaging youth and educators in critical data literacy by affording opportunities for youth to engage in the analysis of their personal data literacies in an alternative world. Bringing speculative approaches to data literacy can open new avenues for exploring data literacy with youth in ways that center their voices and help them overcome different forms of discursive closure.
Originality/value
This study offers new insights into critical data literacy education blending youth participatory action research epistemologies with a speculative literacies framework to support youth in developing alternative discourses regarding the role of data in their lives.
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Danielle Filipiak and Limarys Caraballo
This paper aims to examine critical, college-going identities and literacies of first-generation immigrant youth within a dual enrollment, youth participatory action research…
Abstract
Purpose
This paper aims to examine critical, college-going identities and literacies of first-generation immigrant youth within a dual enrollment, youth participatory action research seminar.
Design/methodology/approach
This study is a qualitative case study drawn from a larger, critical ethnographic study.
Findings
Findings illustrate that youth’s multiple literacies, forged in a deliberately intergenerational and relational space, served as a powerful site of analysis as well as a means to disrupt restrictive definitions of success, supporting youth’s worldmaking amidst the construction and negotiation of new and critical “academic” identities grounded in the familial, cultural and historical knowledges that their inquiries surfaced.
Originality/value
This research attends to the transformative power afforded by humanizing collectives that center youth voices and perspectives, specifically those of first-generation immigrant students.
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This article advocates that privacy literacy research and praxis mobilize people toward changing the technological and social conditions that discipline subjects toward advancing…
Abstract
Purpose
This article advocates that privacy literacy research and praxis mobilize people toward changing the technological and social conditions that discipline subjects toward advancing institutional, rather than community, goals.
Design/methodology/approach
This article analyzes theory and prior work on datafication, privacy, data literacy, privacy literacy and critical literacy to provide a vision for future privacy literacy research and praxis.
Findings
This article (1) explains why privacy is a valuable rallying point around which people can resist datafication, (2) locates privacy literacy within data literacy, (3) identifies three ways that current research and praxis have conceptualized privacy literacy (i.e. as knowledge, as a process of critical thinking and as a practice of enacting information flows) and offers a shared purpose to animate privacy literacy research and praxis toward social change and (4) explains how critical literacy can help privacy literacy scholars and practitioners orient their research and praxis toward changing the conditions that create privacy concerns.
Originality/value
This article uniquely synthesizes existing scholarship on data literacy, privacy literacy and critical literacy to provide a vision for how privacy literacy research and praxis can go beyond improving individual understanding and toward enacting social change.
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This chapter will provide an analysis of current educational conditions of Black males within our K-12 school system and the ongoing instructional implications for school leaders…
Abstract
This chapter will provide an analysis of current educational conditions of Black males within our K-12 school system and the ongoing instructional implications for school leaders working to address literacy leadership and practice. It will provide insight and motivation for school leaders as they navigate political, social, and policy systems that surround the current educational climate and instructional expectations. Readers will engage in a reflective, collaborative, and constructive learning process related to how successful school leaders enhance teaching and learning on their school campuses for Black males and what behaviors are critical to supporting teachers and students through the process. Specifically at the elementary level where foundational decoding, fluency, and comprehension skills are developed and cultivated for early learners we must be intentional with all aspects of the learning process and our instructional pedagogy. This chapter will work to expand the body of knowledge surrounding Black males as we commit to deconstructing existing and reconstructing inclusive, equitable, and just learning environments. Implications for research, policy and practice, including recommendations to support ongoing formal and informal professional learning opportunities for educators to openly discuss their understanding of Black males, challenges they face, and strategies that they have found to be successful will be disclosed.
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The purpose of this paper is to make visible the field's propensity to center whiteness even in engaging inclusive practices in information literacy classrooms. This paper offers…
Abstract
Purpose
The purpose of this paper is to make visible the field's propensity to center whiteness even in engaging inclusive practices in information literacy classrooms. This paper offers abolitionist pedagogy as a means to understand and address these concerns.
Design/methodology/approach
This paper uses interdisciplinary research methods in the fields of education, library science, feminist studies, Black studies and abolition studies to examine and provide an analysis of current information literacy practices by using abolitionist pedagogy to articulate how it is possible to expand information literacy instruction practices.
Findings
Current information literacy practices and methods that seek to create inclusive learning environments for racialized and minoritized learners rely on a set of institutionalized practices such as critical information literacy and culturally sustaining pedagogies. An examination of these practices through an abolitionist pedagogical lens reveals how the field has engaged in reductive and uncritical engagement with these methods despite employing them to create inclusive spaces. Using abolitionist pedagogy as a lens, this critical essay examines the field's foundations in whiteness and illustrates pathways for transformative educational justice.
Originality/value
There has been much work on inclusive teaching practices that discusses challenging information literacy structures' reliance on dominant culture.? To date, there has been little to no scholarship on how information literacy practices could engage in abolitionist pedagogical praxis.
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