Research Article

THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY

Number: 32 October 30, 2026
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THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY

Abstract

Collocations, characterized by frequency or coherence, are essential for EFL learners to achieve fluency and accuracy. This study is based on the Data-Driven Learning Approach employing corpus linguistic tools for educational purposes and aims to examine its effectiveness to teach collocations. The study implemented a quasi-experimental mixed method research design with 41 preparatory class students at a state university. A 10-week intervention based on employing corpus use to acquire collocations was conducted. Quantitative data were obtained from questionnaires and learner corpora derived from students’ writings. On the other hand, semi-structured interviews and their thematic analysis provided qualitative data. The t-test findings and thematic analysis results revealed that the majority of the participants expressed satisfaction with the intervention and gained confidence in writing. The students also indicated that the intervention improved collocation learning and enhanced the quality of their writing. However, they also acknowledged certain technical and practical difficulties related to the search for collocations, analysis and interpretation of the search results. Therefore, they noted that corpus-based instruction requires external support, instructional guidance, customized activities, and accessible technology. Last of all, the findings demonstrate that corpus use enhances collocation acquisition by providing authentic content, integrating varied context, promoting independent and exploratory learning, and offering more extensive information and examples on collocations than conventional dictionaries.

Keywords

References

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Details

Primary Language

English

Subjects

Applied Linguistics and Educational Linguistics

Journal Section

Research Article

Publication Date

October 30, 2026

Submission Date

May 5, 2026

Acceptance Date

October 20, 2026

Published in Issue

Year 2026 Number: 32

APA
Şanverdi, M., & Kilimci, A. (2026). THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY. Bingöl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 32, 420-441. https://doi.org/10.29029/busbed.1944956
AMA
1.Şanverdi M, Kilimci A. THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY. Bingöl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi. 2026;(32):420-441. doi:10.29029/busbed.1944956
Chicago
Şanverdi, Mehmet, and Abdurrahman Kilimci. 2026. “THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY”. Bingöl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, nos. 32: 420-41. https://doi.org/10.29029/busbed.1944956.
EndNote
Şanverdi M, Kilimci A (October 1, 2026) THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY. Bingöl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 32 420–441.
IEEE
[1]M. Şanverdi and A. Kilimci, “THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY”, Bingöl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, no. 32, pp. 420–441, Oct. 2026, doi: 10.29029/busbed.1944956.
ISNAD
Şanverdi, Mehmet - Kilimci, Abdurrahman. “THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY”. Bingöl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi. 32 (October 1, 2026): 420-441. https://doi.org/10.29029/busbed.1944956.
JAMA
1.Şanverdi M, Kilimci A. THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY. Bingöl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi. 2026;:420–441.
MLA
Şanverdi, Mehmet, and Abdurrahman Kilimci. “THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY”. Bingöl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, no. 32, Oct. 2026, pp. 420-41, doi:10.29029/busbed.1944956.
Vancouver
1.Mehmet Şanverdi, Abdurrahman Kilimci. THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY. Bingöl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi. 2026 Oct. 1;(32):420-41. doi:10.29029/busbed.1944956