2.2 Digital Intermediation: Generative AI, Paraphrasing Tools, and Essay Mills
The convergence of second-language academic literacy deficits and emerging digital technologies transforms the nature of contract cheating in English-Medium Instruction (EMI) programmes. When students encounter rigorous disciplinary writing tasks without adequate foundational preparation, their conceptualization of source integration often remains limited to superficial synonym substitution. As observed in pedagogical scholarship, students frequently arrive in higher education lacking explicit instruction in paraphrasing, which leads to fear-driven source manipulation rather than authentic scholarly engagement (Moving the Spotlight from Plagiarism to Academic Integrity in Paraphrasing Instruction, 2021). This vulnerability is exacerbated within EMI environments where the cognitive burden of writing in an additional language lowers the threshold for third-party outsourcing. Concurrently, the availability of digital paraphrasing tools and generative models introduces complex avenues for unauthorized academic assistance. Recent inquiries demonstrate that generative applications, including automated paraphrasing systems and essay-generation tools, intensify systemic issues of contract cheating and challenge conventional institutional enforcement mechanisms (Ethical Implications of Artificial Intelligence in Education: Safeguarding Plagiarism, Academic Integrity, and Data Privacy in Nigerian Universities, 2025). When instructional environments emphasize punitive deterrence over the developmental scaffolding of discourse community membership, learners become susceptible to commercial and algorithmic intermediaries. Consequently, analyzing contract cheating through the lens of academic literacy reveals that outsourcing behaviours are not merely instances of willful ethical failure. Instead, they represent structural outcomes of pedagogical gaps where inadequate linguistic support intersects with accessible digital automation. Addressing contract cheating therefore requires institutional frameworks that balance ethical policy adaptations with integrated academic writing instruction across all disciplinary curricula.