Araştırma Makalesi
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Pre-service Teachers' Perception Levels of Ethical Principles in Assessment

Yıl 2024, Sayı: 62, 2679 - 2696, 30.12.2024
https://doi.org/10.53444/deubefd.1413702

Öz

The aim of this study is to determine the level of pre-service teachers' perception of ethical principles in assessment. In addition, scenarios related to ethical principles in assessment created by Green et al. (2007) and revised by Fan et al. (2022) were introduced to the national literature. The study sample, in which survey design was used, consisted of 882 pre-service teachers. For the language validity of the scenarios, the relationship between the scores obtained from the English and Turkish forms was examined by calculating the Pearson Product Moment Correlation Coefficient. As a result, it was determined that the pre-service teachers had views consistent with the assessment experts in most scenarios. While the pre-service teachers' agreement with the experts was relatively high in the categories of fairness/bias, communication about grading, grading practice, and confidentiality, their agreement was slightly lower in the categories of multiple assessment opportunities and test administration. On the other hand, in most of the scenarios, female pre-service teachers were more likely to agree with the experts than male pre-service teachers. In terms of grade level, the differentiation in the categories of fairness/bias, communication about grading, and grading practice is higher than the other categories.

Kaynakça

  • Aitken, N. (2012). Student voice in fair assessment practice. In C. F. Webber, & J. Lupart (Eds.), Leading student assessment (pp. 175–200). Springer.
  • Alkharusi, H. A. (2016). Measuring teachers’ adherence to ethical principles in educational assessment. Asian Social Science, 12(4), 149-158. http://dx.doi.org/10.5539/ass.v12n4p149
  • Bahar, M., Nartgün, Z., Durmuş, S., & Bıçak, B. (2008). Geleneksel-alternatif ölçme ve değerlendirme (2.baskı). Pegem Akademi Yayıncılık.
  • Bergman, D. J. (2013). Pre-service teachers' perceptions about ethical practices in student evaluation. Issues in Teacher Education, 22(1), 29-48.
  • Bergman, D. J. (2018). Pre-service teachers' pliable perceptions of ethical practices in student evaluation. Issues in Teacher Education, 27(3), 5-23.
  • Brookhart, S. M., & Nitko, A. J. (2008). Assessment and grading in classrooms. Pearson. Can, E. (2017). English teachers’ classroom assessment practices and their views about the ethics of classroom assessment practies. [Unpublished master’s thesis]. Çağ University.
  • Cirlan, E. (2017). Ethical classroom assessment: differences for preservice and in-service teachers in Finland. [Unpublished master’s thesis]. University of Oulu.
  • Cizek, G. J. (1997). Learning, achievement, and assessment: Constructs at a crossroads. In G. D. Phye (Ed.). Handbook of classroom assessment: Learning, adjustment, and achievement. CA: Academic Press.
  • Cunningham, G. K. (1998). Assessment in the classroom: Constructing and interpreting texts. Falmer Press. Çıngı, H. (1994). Örnekleme kuramı (2. baskı). Hacettepe Üniversitesi Basımevi.
  • Darabi Bazvand, A. (2023). Exploring student teachers’ perceptions of assessment ethics across university-based teacher education programs in Iran. Language Testing in Asia, 13(9). https://doi.org/10.1186/s40468-022-00205-1
  • Darabi Bazvand, A., Rezai, A., & Miri, M. (2023). Doctoral students’ perceptions of assessment ethics: a phenomenological approach in the context of Iran. Higher Education Research & Development, 1-15. https://doi.org/10.1080/07294360.2023.2203466
  • Demirtaşlı, R. N. (2017). Öğrenme, öğretim ve değerlendirme arasındaki ilişkiler. Demirtaşlı, R. N. (Ed.). Eğitimde ölçme ve değerlendirme (4.baskı) içinde (s.1-24). Anı Yayıncılık.
  • Dietel, R. J., Herman, J. L., & Knuth, R. A. (1991). What does research say about assessment. North Central Regional Educational Laboratory, 1-18.
  • Estaji, M. (2011). Ethics and validity stance in educational assessment. English Language and Literature Studies, 1(2), 89-99. http://dx.doi.org/10.5539/ells.v1n2p89
  • Fan, X., Johnson, R., & Liu, X. (2017). Chinese university professors' perceptions about ethical issues in classroom assessment practices. New Waves-Educational Research and Development Journal, 20(2), 1-19.
  • Fan, X., Johnson, R., Liu, J., Zhang, X., Liu, X., & Zhang, T. (2019). A comparative study of pre-service teachers’ views on ethical issues in classroom assessment in China and the United States. Frontiers of Education in China, 14(2), 309-332. https://doi.org/10.1007/s11516-019-0015-7
  • Fan, X., Johnson, R., Liu, X., & Gao, R. (2022). College students’ views of ethical issues in classroom assessment in Chinese higher education. Studies in Higher Education, 47(1), 131–145. https://doi.org/10.1080/03075079.2020.1732908
  • Fan, X., Liu, X., & Johnson, R. L. (2020). A mixed method study of ethical issues in classroom assessment in Chinese higher education. Asia Pacific Education Review, 21(2), 183-195. https://doi.org/10.1007/s12564-019-09623-y
  • Gao, R., Liu, J., & Yin, B. (2021). An Expanded ethical decision-making model to resolve ethical dilemmas in assessment. Studies in Educational Evaluation, 68, 100978. http://doi.org/10.1016/j.stueduc.2021.100978 Gao, R., Liu, X., & Fan, X. (2022). Factors associated with Chinese undergraduates’ perceptions of the ethical issues in classroom assessment practices-a mixed methods study. Educational Assessment, Evaluation and Accountability, 1-28. https://doi.org/10.1007/s11092-022-09380-4
  • Green, S. K., & Johnson, R. L. (2010). Assessment is essential. McGraw-Hill Higher Education.
  • Green, S. K., Johnson, R. L., Kim, D. H., & Pope, N. S. (2007). Ethics in classroom assessment practices: Issues and attitudes. Teaching and Teacher Education, 23(7), 999-1011. http://dx.doi.org/10.1016/j.tate.2006.04.042
  • Harlen, W. (2009). Improving assessment of learning and for learning. Education 3-13, 37(3), 247-257. https://doi.org/10.1080/03004270802442334
  • Ilgaz, S., & Bilgili, T. (2006). Eğitim ve öğretimde etik. Atatürk Üniversitesi Kazım Karabekir Eğitim Fakültesi Dergisi, (14), 199-210.
  • İlhan, M., Güler, N., & Kinay, İ. (2017). Eğitimsel değerlendirmelerde etik ilkelere bağlılık ölçeği’nin Türkçe uyarlaması. Abant İzzet Baysal Üniversitesi Eğitim Fakültesi Dergisi, 17 (2), 779-795. https://doi.org/10.17240/aibuefd.2017.17.30227-326597
  • Johnson, R. L., Green, S. K., Kim, D. H., & Pope, N. S. (2008). Educational leaders' perceptions about ethical practices in student evaluation. American Journal of Evaluation, 29(4), 520-530. https://doi.org/10.1177/1098214008322803
  • Joint Committee on Standards for Educational Evaluation (JCSEE). (2003). The student evaluation standards. Corwin Press.
  • Karasar, N. (2022). Bilimsel araştırma yöntemi: kavramlar, ilkeler, teknikler (37.baskı). Nobel Yayın Dağıtım.
  • Keskin, N., & Keskin, İ. (2023). Öğretmen Adaylarının Eğitimde Etik Dışı Davranışlara İlişkin Görüşleri. European Journal of Educational & Social Sciences 8(1), 18-31. https://www.doi.org/10.5281/zenodo.7853737
  • Kline, P. (2000). Handbook of psychological testing (2th ed.). Routledge.
  • Linn, R. (1990). Essentials of student assessment: from accountability to instructional aid. Teachers College Record, 91(3), 422–436. http://doi.org/10.1177/016146819009100303
  • Liu, J., Johnson, R., & Fan, X. (2016). A comparative study of Chinese and United States pre-service teachers’ perceptions about ethical issues in classroom assessment. Studies in Educational Evaluation, 48, 57-66. http://dx.doi.org/10.1016/j.stueduc.2016.01.002
  • Markic, S., & Eilks, I. (2013). Potential changes in prospective chemistry teachers’ beliefs about teaching and learning - A cross-level study. International Journal of Science and Mathematics Education, 11, 979-998. https://doi:10.1007/S10763-013-9417-9
  • Maxwell, B., & Schwimmer, M. (2016). Professional ethics education for future teachers: A narrative review of the scholarly writings. Journal of Moral Education, 45(3), 354–371. https://doi.org/10.1080/03057240.2016.1204271
  • McMillan, J. H., & Moore, S. (2020). Better being wrong (sometimes): classroom assessment that enhances student learning and motivation. The Clearing House: A Journal of Educational Strategies, Issues and Ideas, 93(2), 85–92. https://doi.org/10.1080/00098655.2020.1721414
  • McMillan, J. H., & Workman, D. J. (1998). Classroom assessment and grading practices: A review of the literature. (ERIC Document Reproduction Service No: ED453263).
  • Mehrens, W. A., & Kaminski, J. (1989). Methods for improving standardized test scores: Fruitful, fruitless, or fraudulent? Educational Measurement: Issues and Practice, 8(1), 14−22. https://doi.org/10.1111/j.1745-3992.1989.tb00304.x
  • Nitko, A. J., & Brookhart, S. M. (2014). Educational assessment of students (6th ed.). Pearson.
  • Ory, J., & Ryan, K. (1993). Tips for improving testing and grading. Sage Publications.
  • Öngen, B., & Aytaç, S. (2013). Üniversite öğrencilerinin toplumsal cinsiyet rollerine ilişkin tutumları ve yaşam değerleri ilişkisi. Istanbul Journal of Sociological Studies, (48), 1-18.
  • Pope, N. S. (2006). Do no harm to whom? An examination of ethics and assessment. South Atlantic Philosophy of Education Society Yearbook, 25-31.
  • Popham, J. W. (1991). Appropriateness of teachers’ test-preparation practices. Educational Measurement: Issues and Practice, 1(1), 12–15. https://doi.org/10.1111/j.1745-3992.1991.tb00211.x
  • Schmeiser, C. B. (1995). Ethics in Assessment. ERIC Digest.
  • Smith, J. K. (2003). Reconsidering reliability in classroom assessment and grading. Educational measurement: Issues and practice, 22(4), 26-33. https://doi.org/10.1111/j.1745-3992.2003.tb00141.x
  • Stiggins, R. J., Frisbie, R. J., & Griswold, P. A. (1989). Inside high school grading practices: Building a research agenda. Educational Measurement: Issues and Practice, 8(2), 5−14. https://doi.org/10.1111/j.1745-3992.1989.tb00315.x
  • Şeker, H., & Gençdoğan, B. (2020). Psikolojide ve eğitimde ölçme aracı geliştirme (3.baskı). Nobel Yayın Dağıtım.
  • Tierney, R. D. (2014). Fairness as a multifaceted quality in classroom assessment. Studies in Educational Evaluation, 43, 55–69. http://dx.doi.org/10.1016/j.stueduc.2013.12.003
  • Waugh, C. K., & Gronlund, N. E. (2013). Assessment of student achievement (10th ed.). Pearson.
  • Wiggins, G. (1994). None of the Above. Executive Educator, 16(7), 14-18.
  • Wynne, E. A. (1995). The moral dimension of teaching. In A. C. Ornstein (Ed.), Teaching: Theory into practice. (pp. 190-202). MA: Allyn & Bacon.
  • Yıldız, V., & Kinay, İ. (2020). Investigating the level of secondary school teacher’s adherence to ethical principles in educational assessment. Uluslararası Avrasya Sosyal Bilimler Dergisi, 11(41), 863-892. http://dx.doi.org/10.35826/ijoess.2732

Öğretmen Adaylarının Ölçme ve Değerlendirmede Etik İlkeleri Algılama Düzeyleri

Yıl 2024, Sayı: 62, 2679 - 2696, 30.12.2024
https://doi.org/10.53444/deubefd.1413702

Öz

Bu araştırmanın amacı, öğretmen adaylarının ölçme ve değerlendirmede etik ilkeleri algılama düzeylerinin belirlenmesidir. Aynı zamanda araştırma kapsamında Green vd. (2007) tarafından oluşturulan ve Fan vd. (2022) tarafından yenilenen ölçme ve değerlendirmede etik ilkelerle ilgili senaryolar ulusal alanyazına kazandırılmıştır. Nicel araştırma desenlerinden tarama deseninin kullanıldığı araştırmanın örneklemini 882 öğretmen adayı oluşturmaktadır. Senaryoların dil geçerliği için İngilizce ve Türkçe formlardan elde edilen puanlar arasındaki ilişki Pearson Momentler Çarpımı Korelasyon Katsayısı hesaplanarak incelenmiştir. Araştırma sonucunda öğretmen adaylarının senaryoların çoğunda ölçme ve değerlendirme uzmanlarıyla uyumlu görüşlere sahip oldukları belirlenmiştir. Öğretmen adaylarının adalet/ön yargı, değerlendirme sürecinde iletişim, not verme süreci ve gizlilik kategorilerinde uzmanlarla aynı düşüncede olma oranları nispeten yüksekken, çoklu değerlendirme fırsatları ile sınav yönetimi kategorilerinde aynı düşüncede olma oranları ise biraz daha düşüktür. Diğer taraftan senaryoların çoğunda kız öğretmen adaylarının uzmanlarla hemfikirde olma oranları erkek öğretmen adaylarından daha fazladır. Sınıf düzeyi açısından ise adalet/ön yargı, değerlendirme sürecinde iletişim ve not verme süreci kategorilerinde sınıf düzeylerindeki farklılaşma diğer kategorilere göre daha fazladır.

Kaynakça

  • Aitken, N. (2012). Student voice in fair assessment practice. In C. F. Webber, & J. Lupart (Eds.), Leading student assessment (pp. 175–200). Springer.
  • Alkharusi, H. A. (2016). Measuring teachers’ adherence to ethical principles in educational assessment. Asian Social Science, 12(4), 149-158. http://dx.doi.org/10.5539/ass.v12n4p149
  • Bahar, M., Nartgün, Z., Durmuş, S., & Bıçak, B. (2008). Geleneksel-alternatif ölçme ve değerlendirme (2.baskı). Pegem Akademi Yayıncılık.
  • Bergman, D. J. (2013). Pre-service teachers' perceptions about ethical practices in student evaluation. Issues in Teacher Education, 22(1), 29-48.
  • Bergman, D. J. (2018). Pre-service teachers' pliable perceptions of ethical practices in student evaluation. Issues in Teacher Education, 27(3), 5-23.
  • Brookhart, S. M., & Nitko, A. J. (2008). Assessment and grading in classrooms. Pearson. Can, E. (2017). English teachers’ classroom assessment practices and their views about the ethics of classroom assessment practies. [Unpublished master’s thesis]. Çağ University.
  • Cirlan, E. (2017). Ethical classroom assessment: differences for preservice and in-service teachers in Finland. [Unpublished master’s thesis]. University of Oulu.
  • Cizek, G. J. (1997). Learning, achievement, and assessment: Constructs at a crossroads. In G. D. Phye (Ed.). Handbook of classroom assessment: Learning, adjustment, and achievement. CA: Academic Press.
  • Cunningham, G. K. (1998). Assessment in the classroom: Constructing and interpreting texts. Falmer Press. Çıngı, H. (1994). Örnekleme kuramı (2. baskı). Hacettepe Üniversitesi Basımevi.
  • Darabi Bazvand, A. (2023). Exploring student teachers’ perceptions of assessment ethics across university-based teacher education programs in Iran. Language Testing in Asia, 13(9). https://doi.org/10.1186/s40468-022-00205-1
  • Darabi Bazvand, A., Rezai, A., & Miri, M. (2023). Doctoral students’ perceptions of assessment ethics: a phenomenological approach in the context of Iran. Higher Education Research & Development, 1-15. https://doi.org/10.1080/07294360.2023.2203466
  • Demirtaşlı, R. N. (2017). Öğrenme, öğretim ve değerlendirme arasındaki ilişkiler. Demirtaşlı, R. N. (Ed.). Eğitimde ölçme ve değerlendirme (4.baskı) içinde (s.1-24). Anı Yayıncılık.
  • Dietel, R. J., Herman, J. L., & Knuth, R. A. (1991). What does research say about assessment. North Central Regional Educational Laboratory, 1-18.
  • Estaji, M. (2011). Ethics and validity stance in educational assessment. English Language and Literature Studies, 1(2), 89-99. http://dx.doi.org/10.5539/ells.v1n2p89
  • Fan, X., Johnson, R., & Liu, X. (2017). Chinese university professors' perceptions about ethical issues in classroom assessment practices. New Waves-Educational Research and Development Journal, 20(2), 1-19.
  • Fan, X., Johnson, R., Liu, J., Zhang, X., Liu, X., & Zhang, T. (2019). A comparative study of pre-service teachers’ views on ethical issues in classroom assessment in China and the United States. Frontiers of Education in China, 14(2), 309-332. https://doi.org/10.1007/s11516-019-0015-7
  • Fan, X., Johnson, R., Liu, X., & Gao, R. (2022). College students’ views of ethical issues in classroom assessment in Chinese higher education. Studies in Higher Education, 47(1), 131–145. https://doi.org/10.1080/03075079.2020.1732908
  • Fan, X., Liu, X., & Johnson, R. L. (2020). A mixed method study of ethical issues in classroom assessment in Chinese higher education. Asia Pacific Education Review, 21(2), 183-195. https://doi.org/10.1007/s12564-019-09623-y
  • Gao, R., Liu, J., & Yin, B. (2021). An Expanded ethical decision-making model to resolve ethical dilemmas in assessment. Studies in Educational Evaluation, 68, 100978. http://doi.org/10.1016/j.stueduc.2021.100978 Gao, R., Liu, X., & Fan, X. (2022). Factors associated with Chinese undergraduates’ perceptions of the ethical issues in classroom assessment practices-a mixed methods study. Educational Assessment, Evaluation and Accountability, 1-28. https://doi.org/10.1007/s11092-022-09380-4
  • Green, S. K., & Johnson, R. L. (2010). Assessment is essential. McGraw-Hill Higher Education.
  • Green, S. K., Johnson, R. L., Kim, D. H., & Pope, N. S. (2007). Ethics in classroom assessment practices: Issues and attitudes. Teaching and Teacher Education, 23(7), 999-1011. http://dx.doi.org/10.1016/j.tate.2006.04.042
  • Harlen, W. (2009). Improving assessment of learning and for learning. Education 3-13, 37(3), 247-257. https://doi.org/10.1080/03004270802442334
  • Ilgaz, S., & Bilgili, T. (2006). Eğitim ve öğretimde etik. Atatürk Üniversitesi Kazım Karabekir Eğitim Fakültesi Dergisi, (14), 199-210.
  • İlhan, M., Güler, N., & Kinay, İ. (2017). Eğitimsel değerlendirmelerde etik ilkelere bağlılık ölçeği’nin Türkçe uyarlaması. Abant İzzet Baysal Üniversitesi Eğitim Fakültesi Dergisi, 17 (2), 779-795. https://doi.org/10.17240/aibuefd.2017.17.30227-326597
  • Johnson, R. L., Green, S. K., Kim, D. H., & Pope, N. S. (2008). Educational leaders' perceptions about ethical practices in student evaluation. American Journal of Evaluation, 29(4), 520-530. https://doi.org/10.1177/1098214008322803
  • Joint Committee on Standards for Educational Evaluation (JCSEE). (2003). The student evaluation standards. Corwin Press.
  • Karasar, N. (2022). Bilimsel araştırma yöntemi: kavramlar, ilkeler, teknikler (37.baskı). Nobel Yayın Dağıtım.
  • Keskin, N., & Keskin, İ. (2023). Öğretmen Adaylarının Eğitimde Etik Dışı Davranışlara İlişkin Görüşleri. European Journal of Educational & Social Sciences 8(1), 18-31. https://www.doi.org/10.5281/zenodo.7853737
  • Kline, P. (2000). Handbook of psychological testing (2th ed.). Routledge.
  • Linn, R. (1990). Essentials of student assessment: from accountability to instructional aid. Teachers College Record, 91(3), 422–436. http://doi.org/10.1177/016146819009100303
  • Liu, J., Johnson, R., & Fan, X. (2016). A comparative study of Chinese and United States pre-service teachers’ perceptions about ethical issues in classroom assessment. Studies in Educational Evaluation, 48, 57-66. http://dx.doi.org/10.1016/j.stueduc.2016.01.002
  • Markic, S., & Eilks, I. (2013). Potential changes in prospective chemistry teachers’ beliefs about teaching and learning - A cross-level study. International Journal of Science and Mathematics Education, 11, 979-998. https://doi:10.1007/S10763-013-9417-9
  • Maxwell, B., & Schwimmer, M. (2016). Professional ethics education for future teachers: A narrative review of the scholarly writings. Journal of Moral Education, 45(3), 354–371. https://doi.org/10.1080/03057240.2016.1204271
  • McMillan, J. H., & Moore, S. (2020). Better being wrong (sometimes): classroom assessment that enhances student learning and motivation. The Clearing House: A Journal of Educational Strategies, Issues and Ideas, 93(2), 85–92. https://doi.org/10.1080/00098655.2020.1721414
  • McMillan, J. H., & Workman, D. J. (1998). Classroom assessment and grading practices: A review of the literature. (ERIC Document Reproduction Service No: ED453263).
  • Mehrens, W. A., & Kaminski, J. (1989). Methods for improving standardized test scores: Fruitful, fruitless, or fraudulent? Educational Measurement: Issues and Practice, 8(1), 14−22. https://doi.org/10.1111/j.1745-3992.1989.tb00304.x
  • Nitko, A. J., & Brookhart, S. M. (2014). Educational assessment of students (6th ed.). Pearson.
  • Ory, J., & Ryan, K. (1993). Tips for improving testing and grading. Sage Publications.
  • Öngen, B., & Aytaç, S. (2013). Üniversite öğrencilerinin toplumsal cinsiyet rollerine ilişkin tutumları ve yaşam değerleri ilişkisi. Istanbul Journal of Sociological Studies, (48), 1-18.
  • Pope, N. S. (2006). Do no harm to whom? An examination of ethics and assessment. South Atlantic Philosophy of Education Society Yearbook, 25-31.
  • Popham, J. W. (1991). Appropriateness of teachers’ test-preparation practices. Educational Measurement: Issues and Practice, 1(1), 12–15. https://doi.org/10.1111/j.1745-3992.1991.tb00211.x
  • Schmeiser, C. B. (1995). Ethics in Assessment. ERIC Digest.
  • Smith, J. K. (2003). Reconsidering reliability in classroom assessment and grading. Educational measurement: Issues and practice, 22(4), 26-33. https://doi.org/10.1111/j.1745-3992.2003.tb00141.x
  • Stiggins, R. J., Frisbie, R. J., & Griswold, P. A. (1989). Inside high school grading practices: Building a research agenda. Educational Measurement: Issues and Practice, 8(2), 5−14. https://doi.org/10.1111/j.1745-3992.1989.tb00315.x
  • Şeker, H., & Gençdoğan, B. (2020). Psikolojide ve eğitimde ölçme aracı geliştirme (3.baskı). Nobel Yayın Dağıtım.
  • Tierney, R. D. (2014). Fairness as a multifaceted quality in classroom assessment. Studies in Educational Evaluation, 43, 55–69. http://dx.doi.org/10.1016/j.stueduc.2013.12.003
  • Waugh, C. K., & Gronlund, N. E. (2013). Assessment of student achievement (10th ed.). Pearson.
  • Wiggins, G. (1994). None of the Above. Executive Educator, 16(7), 14-18.
  • Wynne, E. A. (1995). The moral dimension of teaching. In A. C. Ornstein (Ed.), Teaching: Theory into practice. (pp. 190-202). MA: Allyn & Bacon.
  • Yıldız, V., & Kinay, İ. (2020). Investigating the level of secondary school teacher’s adherence to ethical principles in educational assessment. Uluslararası Avrasya Sosyal Bilimler Dergisi, 11(41), 863-892. http://dx.doi.org/10.35826/ijoess.2732
Toplam 50 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Sınıfiçi Ölçme Uygulamaları
Bölüm Makaleler
Yazarlar

Bekir Eren Yıldız 0000-0002-6539-3103

Serkan Buldur 0000-0002-0733-4287

Yayımlanma Tarihi 30 Aralık 2024
Gönderilme Tarihi 2 Ocak 2024
Kabul Tarihi 27 Kasım 2024
Yayımlandığı Sayı Yıl 2024 Sayı: 62

Kaynak Göster

APA Yıldız, B. E., & Buldur, S. (2024). Öğretmen Adaylarının Ölçme ve Değerlendirmede Etik İlkeleri Algılama Düzeyleri. Dokuz Eylül Üniversitesi Buca Eğitim Fakültesi Dergisi(62), 2679-2696. https://doi.org/10.53444/deubefd.1413702