Journal of English Education and Entrepreneurship (JEEP)
Vol. 6 No. 2 (2026): JULY

Beyond Linguistic Similarity: Conceptual-Linguistic Divergence in EFL Authorship Analysis

Amirudin Latif (Unknown)
Fitri Palupi Kusumawati (Universitas Muhammadiyah Metro, Indonesia)
Eva Faliyanti (Universitas Muhammadiyah Metro, Indonesia)



Article Info

Publish Date
20 Jul 2026

Abstract

Authorship consistency has taken center stage in academic writing today, especially with the rise of AI and digital writing tools. While traditional authorship studies mostly look at linguistic similarities between disputed and genuine texts, the role of conceptual continuity remains largely overlooked in educational settings. This study addresses this gap by examining authorship consistency in EFL academic writing. Using a qualitative forensic linguistic case study, we analyzed one undergraduate thesis abstract (the questioned document) alongside eight known texts written by the same student. The framework combined linguistic profiling—looking at lexical, grammatical, syntactic, and stylistic features—with a conceptual analysis driven by a handwritten abstract reproduction task. Interestingly, the findings revealed a sharp linguistic mismatch between the thesis abstract and the student's usual writing profile. However, the student displayed deep conceptual continuity, flawlessly rebuilding the study's topic, goals, methodology, findings, and conclusions. This striking contrast where language diverges but the core concept aligns is what we define as conceptual-linguistic divergence. Ultimately, this study suggests that educational authorship checks can no longer rely solely on language patterns; they must integrate conceptual evidence, particularly in EFL contexts.

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Journal Info

Abbrev

jeep

Publisher

Subject

Education Languange, Linguistic, Communication & Media

Description

JEEP: Journal of English Education and Entrepreneurship focusses and welcomes researcher in both EFL and ESL context to publish professional or conceptual articles, and research articles formed in qualitative and quantitative study in the area of the following scopes: Analysis on English Literatures ...