📄 social science

Epistemic Responsibility in Arabic L2: Coordinating Source, Evidence, and Stance

This article proposes "epistemic responsibility" as a critical, higher-order discourse-pragmatic dimension of advanced Arabic L2 competence that involves coordinating source, evidence, and stance, and validates this construct through a mixed-methods learner-corpus study of 65 learners that establishes a theoretical development model, a coordination index, and specific recruitment guidelines for future research.

Bunder Alshammari, Khaled Alfraidi, Wafaa Alrashidy, Tahani Hamoud Alharbi, Nuwayyir Abdulaziz Altamimi2026-09-26
📄 social science

Betting from the margins: gambling, respectability and the invisible incorporation of women into sports betting in Gweru, Zimbabwe 

Drawing on interviews in Gweru, Zimbabwe, this paper argues that women's entry into the sports betting sector represents an "invisible incorporation" where economic necessity drives participation through tactics that conceal their presence, thereby reinforcing rather than transforming the industry's masculine and moral character.

Tafadzwa Blessing Choto, Manase Kudzai Chiweshe2026-09-26
📄 social science

Measuring the Female Leaky Pipeline in Academic Careers: Evidence from 21 EU Countries (2013–2022)

This paper introduces the Female Leaky Pipeline Index (FLPI), a multidimensional tool analyzing 21 EU countries from 2013 to 2022, which reveals that female attrition in academia stems from diverse structural barriers across all career stages—not just senior promotion—and identifies seven distinct national models of gender exclusion while highlighting the recent stagnation of equality gains.

Rosario Gómez-Álvarez Díaz, Jesús Artero López, David Patiño2026-09-25
📄 social science

Beyond Display: From Dynamic Representation to Generative Representational Activity with Large Language Models

This paper argues that large language models introduce a distinct form of "generative representational activity" in mathematics education—where discourse specifies and instantiates mathematical objects recursively—rather than constituting a new stage of dynamic representation, thereby challenging the assumption that a correct-looking AI-generated output guarantees conceptual understanding or fidelity to the learner's intent.

Kwaku Adu-Gyamfi2026-09-25
📄 social science

A Systematic Review and Thematic Synthesis of How Multimodal AI Reshapes Creative Agency and Perceived Authenticity in Human-AI Collaboration

This systematic review and thematic synthesis of 32 studies and 30 educator interviews proposes a pedagogical framework with ten design principles to guide the integration of multimodal AI in creative education, emphasizing that while AI expands creative capabilities, its successful implementation requires restructuring pedagogies to preserve human agency, cultural authenticity, and ethical oversight through new competencies in prompt engineering and critical evaluation.

Nashwa Ali2026-09-25