Araştırma Makalesi

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

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

Öz

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.

Anahtar Kelimeler

Kaynakça

  1. Aramide, K., Jacob, U. S., & Pillay, J. (2023). Conceptualisation and contextualisation of mixed-methods research: A review. Research in Social Sciences and Technology, 8(4), 14-36. https://doi.org/10.46303/ressat.2023.31
  2. Boudribila, P. W. (2025). Understanding the Efficiency of the Lexical Approach through Investigating the Acquisition and Use of Vocabulary and Collocation. Journal of Tertiary Education and Learning, 3(2), 21–27. https://doi.org/10.54536/jtel.v3i2.4446
  3. Boulton, A. (2016). Integrating corpus tools and techniques in ESP courses. ASp: 69, 113–137. https://doi.org/10.4000/asp.4826
  4. Boulton, A. (2009). Corpora for all? Learning styles and data-driven learning. In 5th Corpus Linguistics Conference.
  5. Boulton, A. (2016). Corpus techniques in ESP/EAP: Pedagogical tools and research practice. In 15th International AELFE Conference: Today’s and tomorrow’s challenges in languages for specific purposes and translation.
  6. Boulton, A. (2017). Data-driven learning and language pedagogy. In Language, education and technology (pp. 1-12). Springer, Cham. https://doi.org/10.1007/978-3-319-02237-6_15
  7. Boulton, A. (2010). Learning outcomes from corpus consultation. Exploring New Paths in Language Pedagogy: Lexis and Corpus-Based Language Teaching., 129-144.
  8. Boulton, A. (2012). What data for data-driven learning?. EuroCALL Review, 20(1), 23-27. https://doi.org/10.4995/eurocall.2012.16038

Ayrıntılar

Birincil Dil

İngilizce

Konular

Uygulamalı Dilbilim ve Eğitim Dilbilimi

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

30 Ekim 2026

Gönderilme Tarihi

5 Mayıs 2026

Kabul Tarihi

20 Ekim 2026

Yayımlandığı Sayı

Yıl 2026 Sayı: 32

Kaynak Göster

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. BUSBED. 2026;(32):420-441. doi:10.29029/busbed.1944956
Chicago
Şanverdi, Mehmet, ve 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, sy 32: 420-41. https://doi.org/10.29029/busbed.1944956.
EndNote
Şanverdi M, Kilimci A (01 Ekim 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 ve A. Kilimci, “THE IMPACT OF THE DATA-DRIVEN LEARNING APPROACH ON COLLOCATION INSTRUCTION: A QUASI-EXPERIMENTAL CORPUS-BASED STUDY”, BUSBED, sy 32, ss. 420–441, Eki. 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 (01 Ekim 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. BUSBED. 2026;:420–441.
MLA
Şanverdi, Mehmet, ve 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, sy 32, Ekim 2026, ss. 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. BUSBED. 01 Ekim 2026;(32):420-41. doi:10.29029/busbed.1944956