Araştırma Makalesi

MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION

Cilt: 10 Sayı: 1 29 Haziran 2026
PDF İndir
TR EN

MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION

Öz

This study aimed to describe the stances, justification patterns, and argumentation quality of 102 seventh-grade students at a public middle school in Turkey, on three socioscientific issues (SSI), namely artificial intelligence (AI) technologies, animal experimentation, and COVID-19 vaccination. A quantitative survey design was employed, and data were collected through researcher-developed written argumentation scenarios. Students' stances, justifications, and argumentation quality were analyzed using frequency analysis, the SEE-STEP framework, and a well-accepted five-level analytic framework, respectively. Findings indicate that stance distributions varied markedly by topic: most of students supported AI technologies and COVID-19 vaccination, yet most opposed animal experimentation. SEE-STEP analysis revealed that justification patterns were topic-sensitive, with the technology dimension dominating the AI scenario, the ethics/morality values dimension dominating the animal experimentation scenario, and the science dimension dominating the vaccination scenario. The political dimension received virtually no engagement across any topic. Argumentation quality was concentrated predominantly at Levels 1 through 3, with fewer than nine percent of students reaching Level 4 or 5 on any scenario. These findings carry significant pedagogical implications for the design of SSI-based argumentation activities in science education.

Anahtar Kelimeler

Destekleyen Kurum

No financial support was received for this research.

Etik Beyan

This study was approved by the Alanya Alaaddin Keykubat University Social and Human Sciences Scientific Research and Publication Ethics Committee with the decision numbered 2022/16 (Decision No: 17) at the meeting dated 07.12.2022 (Meeting No: 07).

Teşekkür

We would like to express our gratitude to the Ministry of National Education for providing the necessary permissions for this research, to the school administrators and teachers for their cooperation, and to all the middle school students who sincerely participated in the study for their valuable contributions.

Kaynakça

  1. Akbaş, M., & Çetin, P. S. (2018). Examining the argumentation quality and informal thinking skills of gifted students on various socioscientific issues. Necatibey Faculty of Education Electronic Journal of Science and Mathematics Education, 12(1), 339–360.
  2. Chang Rundgren, S. N., & Rundgren, C. J. (2010). SEE-SEP: From a separate to a holistic view of socioscientific issues. Asia-Pacific Forum on Science Learning and Teaching, 11(1), 1–24.
  3. Christenson, N., Chang Rundgren, S. N., & Hoglund, H. O. (2012). Using the SEE-SEP model to analyze upper secondary students' use of supporting reasons in arguing socioscientific issues. Journal of Science Education and Technology, 21(3), 342–352.
  4. Dawson, V., & Venville, G. (2010). Teaching strategies for developing students' argumentation skills about socioscientific issues in high school genetics. Research in Science Education, 40(2), 133–148.
  5. Driver, R., Newton, P., & Osborne, J. (2000). Establishing the norms of scientific argumentation in classrooms. Science Education, 84(3), 287–312.
  6. Erduran, S., Simon, S., & Osborne, J. (2004). TAPping into argumentation: Developments in the application of Toulmin's argument pattern for studying science discourse. Science Education, 88(6), 915–933.
  7. Eriksson, M., & Rundgren, C. J. (2012). The wolf issue: Upper secondary students' argumentation about a socio-scientific issue. Nordic Studies in Science Education, 8(1), 43–58.
  8. Eş, H., & Öztürk, N. (2021). An activity for transferring the multidimensional structure of SSI to middle school science courses: I discover myself in the decision-making process with SEE-STEP. Research in Science Education, 51, 889–910.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Fen Bilgisi Eğitimi

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

29 Haziran 2026

Gönderilme Tarihi

3 Haziran 2026

Kabul Tarihi

22 Haziran 2026

Yayımlandığı Sayı

Yıl 2026 Cilt: 10 Sayı: 1

Kaynak Göster

APA
Genç, Z., & Yenilmez Türkoğlu, A. (2026). MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION. Scientific Educational Studies, 10(1), 46-77. https://doi.org/10.31798/ses.1963049
AMA
1.Genç Z, Yenilmez Türkoğlu A. MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION. SES. 2026;10(1):46-77. doi:10.31798/ses.1963049
Chicago
Genç, Zeynep, ve Ayşe Yenilmez Türkoğlu. 2026. “MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION”. Scientific Educational Studies 10 (1): 46-77. https://doi.org/10.31798/ses.1963049.
EndNote
Genç Z, Yenilmez Türkoğlu A (01 Haziran 2026) MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION. Scientific Educational Studies 10 1 46–77.
IEEE
[1]Z. Genç ve A. Yenilmez Türkoğlu, “MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION”, SES, c. 10, sy 1, ss. 46–77, Haz. 2026, doi: 10.31798/ses.1963049.
ISNAD
Genç, Zeynep - Yenilmez Türkoğlu, Ayşe. “MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION”. Scientific Educational Studies 10/1 (01 Haziran 2026): 46-77. https://doi.org/10.31798/ses.1963049.
JAMA
1.Genç Z, Yenilmez Türkoğlu A. MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION. SES. 2026;10:46–77.
MLA
Genç, Zeynep, ve Ayşe Yenilmez Türkoğlu. “MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION”. Scientific Educational Studies, c. 10, sy 1, Haziran 2026, ss. 46-77, doi:10.31798/ses.1963049.
Vancouver
1.Zeynep Genç, Ayşe Yenilmez Türkoğlu. MIDDLE SCHOOL STUDENTS’ STANCES, JUSTIFICATIONS, AND ARGUMENTATION LEVELS ON ARTIFICIAL INTELLIGENCE, ANIMAL TESTING, AND COVID 19 VACCINATION. SES. 01 Haziran 2026;10(1):46-77. doi:10.31798/ses.1963049