Critical, Qualitative and Situated: Pedagogical Initiatives in a Datafied Society

Social researchers have extensively examined the systematic role played by digital platforms, algorithms and datafication processes in shaping social life. In response to the overwhelming power asymmetries, datafication processes and extractive conditions imposed on users, different scholars have emphasized the need for educational initiatives that foster forms of critical digital literacy. This article explores how critical pedagogical approaches can be embedded into research and teaching practices to support the analysis of everyday media experiences. Specifically, we discuss four case studies drawn from our prior and ongoing research on youth: (i) the use of autoethnographic diaries; (ii) the constitution of youth juries; (iii) the development of a critical digital literacy educational manual; (iv) the implementation of interactive workshops. We contend that these interventions share three key elements, i.e., a critical theory stance, a qualitative orientation, and the cultivation of situated knowledge, the intertwinement of which can promote instances of critical awareness and reflexivity, challenging the individualism and resignation frequently characteristic of contemporary digital life. We use this set of cases to offer a practical, multi-level approach for researchers and educators, showing how the theoretical principles of critical pedagogy can be put into concrete practices, addressing critical digital literacy across different levels.

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Publication Details

Journal
Societies
Published
2025-09-19
DOI
https://doi.org/10.3390/soc15090263
Primary Topic
Ethics and Social Impacts of AI
Type
article
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article

Critical, Qualitative and Situated: Pedagogical Initiatives in a Datafied Society

Riccardo Pronzato, Ana Kubrusly
Societies
Ethics and Social Impacts of AI
article

Critical, Qualitative and Situated: Pedagogical Initiatives in a Datafied Society

Riccardo Pronzato, Ana Kubrusly
article en

Abstract

Social researchers have extensively examined the systematic role played by digital platforms, algorithms and datafication processes in shaping social life. In response to the overwhelming power asymmetries, datafication processes and extractive conditions imposed on users, different scholars have emphasized the need for educational initiatives that foster forms of critical digital literacy. This article explores how critical pedagogical approaches can be embedded into research and teaching practices to support the analysis of everyday media experiences. Specifically, we discuss four case studies drawn from our prior and ongoing research on youth: (i) the use of autoethnographic diaries; (ii) the constitution of youth juries; (iii) the development of a critical digital literacy educational manual; (iv) the implementation of interactive workshops. We contend that these interventions share three key elements, i.e., a critical theory stance, a qualitative orientation, and the cultivation of situated knowledge, the intertwinement of which can promote instances of critical awareness and reflexivity, challenging the individualism and resignation frequently characteristic of contemporary digital life. We use this set of cases to offer a practical, multi-level approach for researchers and educators, showing how the theoretical principles of critical pedagogy can be put into concrete practices, addressing critical digital literacy across different levels.

SocietiesVol. 15(9)
IULM University (IT), Universidade Politécnica de Setúbal (PT), Universidade Nova de Lisboa (PT)
Openalex Percentile: Top 75%
Ethics and Social Impacts of AI
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Critical, Qualitative and Situated: Pedagogical Initiatives in a Datafied Society — Riccardo Pronzato, Ana Kubrusly · Societies (2025) | TGRS Research Map | TGRS