Changes in Literacy of Students in Turkey by Years and School Types: Performance of Students in PISA Applications
Year 2020,
Volume: 11 Issue: 1, 76 - 97, 24.03.2020
Hayri Eren Suna
Hande Tanberkan
,
Mahmut Özer
Abstract
The assessment of students' academic achievement via international monitoring studies provides important insights to participating countries. Besides the cognitive performance of students, educational equity is one of the emphasized topics within the scope of Programme for International Student Assessment (PISA) study. Results regarding educational equity are quite important in Turkey because academic achievement differences among school types are relatively high in Turkey. Although a wide range of studies is conducted to examine the performance differences between school types in Turkey, it is observed that most studies focus on mean scores of school types. The aim of this study is to examine the change in student ratios at a basic- and advanced level of proficiency by school types in PISA applications between 2003 and 2018. Results show that approximately all students in science high schools and social sciences high schools have basic proficiency in all literacy fields and throughout PISA 2003 and PISA 2018. The ratio of students with basic proficiency in Anatolian high schools and Anatolian imam hatip high schools tends to be increased. However, the ratio of students with advance proficiency seems to be low in all school types in Turkey except science high schools. Steps to decrease the achievement differences between school types in Turkey within the scope of findings are suggested.
References
- Australian Council for Educational Research (2014). Australian students’ readiness for study, work and life in the digital age: ICILS 2013. Australia: ACER Publishing.
- Alacacı, C., & Erbaş, A. K. (2010). Unpacking the inequality among Turkish schools: Findings from PISA 2006. International Journal of Educational Development, 30, 182-192.
- Albayrak, A. (2009). PISA 2006 sınavı sonuçlarına göre Türkiye’deki öğrencilerin fen başarılarını etkileyen bazı faktörler. (Yayımlanmamış Yüksek Lisans Tezi. Hacettepe Üniversitesi Sosyal Bilimler Enstitüsü).
- Ataş, D., & Karadağ, Ö. (2017). An analysis of Turkey’s PISA 2015 results using two-level hierarchical linear modelling. Journal of Language and Linguistic Studies, 13(2), 720-727.
- Berberoğlu, G., & Kalender, İ. (2005). Öğrenci başarısının yıllara, okul türlerine, bölgelere göre incelenmesi: ÖSS ve PISA analizi. Eğitim Bilimleri ve Uygulama, 4(7), 21-35.
- Bourdieu, P. (1986) The forms of capital. In J. Richardson (Ed.) Handbook of theory and research for the sociology of education (New York, Greenwood), 241-258.
- Bourdieu, P., & Passeron, J. C. (2010). Reproduction in education, society and culture. London: Sage Publications.
- Brunello, G. (2004). Stratified or comprehensive? Some economic consedirations on the design of secondary education. CESifo DICE Rep 4:7-10.
- Coleman, J. et al. (1966). Equality of educational opportunity. Washington D. C.: U. S. Government Printing Office.
- Coleman, J., Hoffer, T., & Kilgore, S. (1982). Cognitive outcomes in public and private schools. Sociology of Education, 55(2-3), 65–76.
- Coleman, J., & Hoffer, T. (1987). Public and private high schools: The impact of communities. New York: Basic Books.
- Çiftçi, A. (2006). PISA 2003 sınavı matematik alt testi sonuçlarına göre Türkiye’deki öğrencilerin başarılarını etkileyen bazı faktörlerin incelenmesi. (Yayınlanmamış Yüksek lisans tezi. Hacettepe Üniversitesi Sosyal Bilimler Enstitüsü).
- Darling-Hammond, L. (2014). What can PISA tell us about US education policy?. New England Journal of Public Policy, 26, 1. Erişim adresi: http://scholarworks.umb.edu/nejpp/vol26/iss1/4.
- Erdoğan, E. (2018). Uluslararası öğrenci değerlendirme programında öğrencilerin sosyoekonomik özellikleri ile okuma becerileri arasındaki ilişki. (Yayımlanmamış Yüksek Lisans Tezi. Trakya Üniversitesi Sosyal Bilimler Enstitüsü).
- Eğitimde Reform Girişimi (2009). Eğitimde eşitlik: Politika analizi ve öneriler. ERG Raporları. Retrieved from www.egitimreformugirisimi.org/wp- content/uploads/2017/03/Egitimde_Esitlik_Politika_Analizi_ve_Oneriler_1.pdf.
- Ferreira, F. H. G., Gignoux, J., & Aran, M. (2010). Measuring inequality of opportunity with imperfect data the case of Turkey. The World Bank Policy Research Working Paper 5204.
- Greenwald, R., Hedges, L. V., & Lane, R. D. (1996). The effects of school resources on student achievement. Review of Educational Research, 66, 361-396.
- Gür, B.S., Çelik, Z., & Özoğlu, M. (2012). Policy options for Turkey: A critique of the interpretation and utilization of PISA results in Turkey. Journal of Education Policy, 27(1), 1-21.
- Hanushek, E.A., & Woessmann, L. (2006). Does educational tracking affect performance and equality? Differences-in-differences evidence across countries. Economic Journal, 116, 63- 76.
- Hanushek, E.A., & Woessmann, L. (2007). The role of education quality in economic growth. World Bank Policy Research Working Paper. 4122.
- Hopfenbeck, T.N., Lenkeit, J., El Masri, Y., Cantrell, K., Ryan, J., & Baird, J.A. (2018). Lessons learned from PISA: A systematic review of peer-reviewed articles on the Programme for International Student Assessment. Scandinavian Journal of Educational Research, 62(3), 333-353.
- Inter-American Development Bank (2012). Assessing educational equality and equity with large-scale assessment data: Brazil as a case study. IDB Tehcnical Notes No. IDB-TN-389. Retrieved from https://publications.iadb.org/publications/english/document/Assesing-Educational-Equality- and-Equity-with-Large-Scale-Assessment-Data-Brazil-as-a-Case-Study.pdf
- International Association for the Evaluation of Educational Achievement (2010). ICCS 2009 international report: Civic knowledge, attitudes, and engagement among lower secondary school students in 38 countries. Amsterdam: IEA Publishings.
- Karasar, N. (2005). Bilimsel araştırma yöntemi. Ankara: Nobel Yayın Dağıtım.
- Köse, M. R. (1999). Üniversiteye giriş ve liselerimiz. Hacettepe Üniversitesi Eğitim Fakültesi Dergisi, 15, 51-60.
- Lavy, V., Paserman, M., & Schlosser, A. (2011). Inside the black box of ability peer effects: Evidence from variation in the proportion of low achievers in the classroom. The Economic Journal, 122(559), 208-237.
- Levin, B. (2003). Approaches to equity in policy for lifelong learning. OECD Equity in Education Thematic Review Paper. Retrieved from https://www.oecd.org/education/school/38692676.pdf.
- Malik, R. S. (2018). Educational challenges in 21st century and sustainable development. Journal of Sustainable Development Education and Research, 2(1), 9-20.
- Milli Eğitim Bakanlığı (2010). PISA 2006 projesi: Ulusal nihai rapor. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2013). PISA 2012 ulusal ön raporu. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2016). Akademik becerilerin izlenmesi değerlendirilmesi (ABİDE) 2016: 8. sınıf raporu. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2018a). 2018 Liselere geçiş sistemi (LGS): Merkezi sınavla yerleşen öğrencilerin performansı. Eğitim Analiz ve Değerlendirme Raporları Serisi No:3. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2018b). 2023 eğitim vizyonu. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2019a). PISA 2018 Türkiye raporu. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2019b). Türkçe-Matematik-Fen Bilimleri Öğrenci Başarı İzleme Araştırması (TMF-ÖBA)-I: 2019 4. sınıf seviyesi. Eğitim Analiz ve Değerlendirme Raporları Serisi No:9. Ankara: MEB Yayınları.
- Mendolia, S., Paloyo, A., & Walker, I. (2018). Heterogeneous effects of high school peers on educational outcomes. Oxford Economic Papers. Retrieved from http://dx.doi.org/10.1093/oep/gpy008.
- Mortimore, P., Sammons, P., Stoll, L., Lewis, D., & Ecob, R. (1988). School matters. Berkeley, CA: University of California Press.
- National Economic & Social Council (2012). Understanding PISA and what it tells us about educational standards in Ireland. NECS Secretaritat Papers No:2. Retrieved from https://www.nesc.ie/publications/nesc-secretariat-paper-02-2012-understanding-pisa-and-what-it-tells-us-about-educational-standards-in-ireland/.
- Organisation for Economic Cooperation and Development (2007). Reviews of national policies for education: Basic education in Turkey. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2014). Learning for tomorrow's world: First results from PISA 2003. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2016). PISA 2015 results: Excellence and equity in education – Volume I. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2017). PISA 2015 technical report. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2019a). PISA 2018 results: What student know and can do - Volume I. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2019b). PISA 2018 results: Where all students can succeed – Volume II. Paris: OECD Publishing.
- Ozer, M. (2018). 2023 eğitim vizyonu ve mesleki ve teknik eğitimde yeni hedefler [The 2023
education vision and new goals in vocational and technical education]. Yükseköğretim ve Bilim
Dergisi, 8(3), 425–435.
- Ozer, M. (2019a). Mesleki ve Teknik eğitimde sorunların arka planı ve Türkiye’nin 2023 Eğitim
Vizyonunda çözüme yönelik yol haritası [Background of problems in vocational education and training and its road map to solution in Turkey’s education vision 2023]. Yükseköğretim ve Bilim Dergisi, 9(1), 1–11.
- Ozer, M. (2019b). Reconsidering the fundamental problems of vocational education and training in Turkey and proposed solutions for restructuring. İstanbul Üniversitesi Sosyoloji Dergisi, 39(2), 1–19.
- Ozer, M., & Suna, H.E. (2019). Future of vocational and technical education in Turkey: Solid steps taken after Education Vision 2023. Eğitim ve İnsani Bilimler Dergisi: Teori ve Uygulama, 10(20), 166-192.
- Ozer, M. (2020). What PISA tells us about performance of education systems? Bartın University Journal of Faculty of Education, 9(2), 217-228.
- Ozer, M., & Perc, M. (2020). Dreams and realities of school tracking and vocational education. Palgrave Communications, 6, 34.
- Ozer, M., & Suna, H. E. (2020). The linkage between vocational education and labor market in Turkey: Employability and skill mismatch. Kastamonu Education Journal, 28(2), 558-569.
- Önder, E., & Güçlü, N. (2014). İlköğretimde okullar arası başarı farklılıklarını azaltmaya yönelik çözüm önerileri. Eğitim Bilimleri Dergisi, 40, 109-132.
Ölçme, Seçme ve Yerleştirme Merkezi (2018). 2018 YKS değerlendirme raporu. Değerlendirme Raporları Serisi No:9. Ankara: ÖSYM Yayınları.
- Özdemir, C. (2016). Equity in the Turkish education system: A multilevel analysis of social background influences on the mathematics performance of 15-year-old students. European Educational Research Journal, 15(2), 193–217.
- Rosenholtz, S. J. (1985). Effective schools: Interpreting the evidence. American Journal of Education, 93, 352–388.
- Rutkowski, D., Rutkowski, L., & von Davier, M. (2014). A brief introduction to modern international large-scale assessment. In Rutkowski, L., von Davier, M., & Rutkowski, D. Handbook of international large-scale assessment: Background, technical issues, and methods of data analysis. CRC Press, Taylor & Francis, pp 3-11.
- Scheerens, J. (1992). Evaluating non-cognitive aspects of education. In Vedder. P. (ed.) Measuring the quality of education. Amsterdam: Swet & Zeitlinger Inc.
- Scheerens, J., & Creemers, B. P. M. (1989). Conceptualizing school effectiveness. International Journal of Educational Research, 13, 691–706.
- Schumacker, R. E. (2015). Learning statistics using R. California: SAGE Publications.
- Thomson, S. (2019). Assessing and understanding social and emotional skills: The OECD Study on Social and Emotional Skills. ACER Conference Paper. Retrieved from https://research.acer.edu.au/cgi/viewcontent.cgi?article=1354&context=research_conference
- Turan, S., Açıkalın, A., & Şişman, M. (2007). Bir insan olarak müdür. Ankara: Pegem Yayıncılık.
- Wang, M.C., Haertel, G.D., & Walberg, H.J. (1993). Toward a knowledge base for school learning. Review of Educational Research, 63, 249-294.
- Woessmann, L. (2016). The importance of school systems: Evidence from international differences in student achievement. Journal of Economic Perspectives, 30(3), 3-32.
- Yalçın, S., & Tavşancıl, E. (2014). The comparison of Turkish students’ PISA achievement levels by year via data envelopment analysis. Educational Sciences: Theory and Practice, 14(3), 961- 968.
Year 2020,
Volume: 11 Issue: 1, 76 - 97, 24.03.2020
Hayri Eren Suna
Hande Tanberkan
,
Mahmut Özer
References
- Australian Council for Educational Research (2014). Australian students’ readiness for study, work and life in the digital age: ICILS 2013. Australia: ACER Publishing.
- Alacacı, C., & Erbaş, A. K. (2010). Unpacking the inequality among Turkish schools: Findings from PISA 2006. International Journal of Educational Development, 30, 182-192.
- Albayrak, A. (2009). PISA 2006 sınavı sonuçlarına göre Türkiye’deki öğrencilerin fen başarılarını etkileyen bazı faktörler. (Yayımlanmamış Yüksek Lisans Tezi. Hacettepe Üniversitesi Sosyal Bilimler Enstitüsü).
- Ataş, D., & Karadağ, Ö. (2017). An analysis of Turkey’s PISA 2015 results using two-level hierarchical linear modelling. Journal of Language and Linguistic Studies, 13(2), 720-727.
- Berberoğlu, G., & Kalender, İ. (2005). Öğrenci başarısının yıllara, okul türlerine, bölgelere göre incelenmesi: ÖSS ve PISA analizi. Eğitim Bilimleri ve Uygulama, 4(7), 21-35.
- Bourdieu, P. (1986) The forms of capital. In J. Richardson (Ed.) Handbook of theory and research for the sociology of education (New York, Greenwood), 241-258.
- Bourdieu, P., & Passeron, J. C. (2010). Reproduction in education, society and culture. London: Sage Publications.
- Brunello, G. (2004). Stratified or comprehensive? Some economic consedirations on the design of secondary education. CESifo DICE Rep 4:7-10.
- Coleman, J. et al. (1966). Equality of educational opportunity. Washington D. C.: U. S. Government Printing Office.
- Coleman, J., Hoffer, T., & Kilgore, S. (1982). Cognitive outcomes in public and private schools. Sociology of Education, 55(2-3), 65–76.
- Coleman, J., & Hoffer, T. (1987). Public and private high schools: The impact of communities. New York: Basic Books.
- Çiftçi, A. (2006). PISA 2003 sınavı matematik alt testi sonuçlarına göre Türkiye’deki öğrencilerin başarılarını etkileyen bazı faktörlerin incelenmesi. (Yayınlanmamış Yüksek lisans tezi. Hacettepe Üniversitesi Sosyal Bilimler Enstitüsü).
- Darling-Hammond, L. (2014). What can PISA tell us about US education policy?. New England Journal of Public Policy, 26, 1. Erişim adresi: http://scholarworks.umb.edu/nejpp/vol26/iss1/4.
- Erdoğan, E. (2018). Uluslararası öğrenci değerlendirme programında öğrencilerin sosyoekonomik özellikleri ile okuma becerileri arasındaki ilişki. (Yayımlanmamış Yüksek Lisans Tezi. Trakya Üniversitesi Sosyal Bilimler Enstitüsü).
- Eğitimde Reform Girişimi (2009). Eğitimde eşitlik: Politika analizi ve öneriler. ERG Raporları. Retrieved from www.egitimreformugirisimi.org/wp- content/uploads/2017/03/Egitimde_Esitlik_Politika_Analizi_ve_Oneriler_1.pdf.
- Ferreira, F. H. G., Gignoux, J., & Aran, M. (2010). Measuring inequality of opportunity with imperfect data the case of Turkey. The World Bank Policy Research Working Paper 5204.
- Greenwald, R., Hedges, L. V., & Lane, R. D. (1996). The effects of school resources on student achievement. Review of Educational Research, 66, 361-396.
- Gür, B.S., Çelik, Z., & Özoğlu, M. (2012). Policy options for Turkey: A critique of the interpretation and utilization of PISA results in Turkey. Journal of Education Policy, 27(1), 1-21.
- Hanushek, E.A., & Woessmann, L. (2006). Does educational tracking affect performance and equality? Differences-in-differences evidence across countries. Economic Journal, 116, 63- 76.
- Hanushek, E.A., & Woessmann, L. (2007). The role of education quality in economic growth. World Bank Policy Research Working Paper. 4122.
- Hopfenbeck, T.N., Lenkeit, J., El Masri, Y., Cantrell, K., Ryan, J., & Baird, J.A. (2018). Lessons learned from PISA: A systematic review of peer-reviewed articles on the Programme for International Student Assessment. Scandinavian Journal of Educational Research, 62(3), 333-353.
- Inter-American Development Bank (2012). Assessing educational equality and equity with large-scale assessment data: Brazil as a case study. IDB Tehcnical Notes No. IDB-TN-389. Retrieved from https://publications.iadb.org/publications/english/document/Assesing-Educational-Equality- and-Equity-with-Large-Scale-Assessment-Data-Brazil-as-a-Case-Study.pdf
- International Association for the Evaluation of Educational Achievement (2010). ICCS 2009 international report: Civic knowledge, attitudes, and engagement among lower secondary school students in 38 countries. Amsterdam: IEA Publishings.
- Karasar, N. (2005). Bilimsel araştırma yöntemi. Ankara: Nobel Yayın Dağıtım.
- Köse, M. R. (1999). Üniversiteye giriş ve liselerimiz. Hacettepe Üniversitesi Eğitim Fakültesi Dergisi, 15, 51-60.
- Lavy, V., Paserman, M., & Schlosser, A. (2011). Inside the black box of ability peer effects: Evidence from variation in the proportion of low achievers in the classroom. The Economic Journal, 122(559), 208-237.
- Levin, B. (2003). Approaches to equity in policy for lifelong learning. OECD Equity in Education Thematic Review Paper. Retrieved from https://www.oecd.org/education/school/38692676.pdf.
- Malik, R. S. (2018). Educational challenges in 21st century and sustainable development. Journal of Sustainable Development Education and Research, 2(1), 9-20.
- Milli Eğitim Bakanlığı (2010). PISA 2006 projesi: Ulusal nihai rapor. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2013). PISA 2012 ulusal ön raporu. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2016). Akademik becerilerin izlenmesi değerlendirilmesi (ABİDE) 2016: 8. sınıf raporu. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2018a). 2018 Liselere geçiş sistemi (LGS): Merkezi sınavla yerleşen öğrencilerin performansı. Eğitim Analiz ve Değerlendirme Raporları Serisi No:3. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2018b). 2023 eğitim vizyonu. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2019a). PISA 2018 Türkiye raporu. Ankara: MEB Yayınları.
- Milli Eğitim Bakanlığı (2019b). Türkçe-Matematik-Fen Bilimleri Öğrenci Başarı İzleme Araştırması (TMF-ÖBA)-I: 2019 4. sınıf seviyesi. Eğitim Analiz ve Değerlendirme Raporları Serisi No:9. Ankara: MEB Yayınları.
- Mendolia, S., Paloyo, A., & Walker, I. (2018). Heterogeneous effects of high school peers on educational outcomes. Oxford Economic Papers. Retrieved from http://dx.doi.org/10.1093/oep/gpy008.
- Mortimore, P., Sammons, P., Stoll, L., Lewis, D., & Ecob, R. (1988). School matters. Berkeley, CA: University of California Press.
- National Economic & Social Council (2012). Understanding PISA and what it tells us about educational standards in Ireland. NECS Secretaritat Papers No:2. Retrieved from https://www.nesc.ie/publications/nesc-secretariat-paper-02-2012-understanding-pisa-and-what-it-tells-us-about-educational-standards-in-ireland/.
- Organisation for Economic Cooperation and Development (2007). Reviews of national policies for education: Basic education in Turkey. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2014). Learning for tomorrow's world: First results from PISA 2003. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2016). PISA 2015 results: Excellence and equity in education – Volume I. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2017). PISA 2015 technical report. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2019a). PISA 2018 results: What student know and can do - Volume I. Paris: OECD Publishing.
- Organisation for Economic Cooperation and Development (2019b). PISA 2018 results: Where all students can succeed – Volume II. Paris: OECD Publishing.
- Ozer, M. (2018). 2023 eğitim vizyonu ve mesleki ve teknik eğitimde yeni hedefler [The 2023
education vision and new goals in vocational and technical education]. Yükseköğretim ve Bilim
Dergisi, 8(3), 425–435.
- Ozer, M. (2019a). Mesleki ve Teknik eğitimde sorunların arka planı ve Türkiye’nin 2023 Eğitim
Vizyonunda çözüme yönelik yol haritası [Background of problems in vocational education and training and its road map to solution in Turkey’s education vision 2023]. Yükseköğretim ve Bilim Dergisi, 9(1), 1–11.
- Ozer, M. (2019b). Reconsidering the fundamental problems of vocational education and training in Turkey and proposed solutions for restructuring. İstanbul Üniversitesi Sosyoloji Dergisi, 39(2), 1–19.
- Ozer, M., & Suna, H.E. (2019). Future of vocational and technical education in Turkey: Solid steps taken after Education Vision 2023. Eğitim ve İnsani Bilimler Dergisi: Teori ve Uygulama, 10(20), 166-192.
- Ozer, M. (2020). What PISA tells us about performance of education systems? Bartın University Journal of Faculty of Education, 9(2), 217-228.
- Ozer, M., & Perc, M. (2020). Dreams and realities of school tracking and vocational education. Palgrave Communications, 6, 34.
- Ozer, M., & Suna, H. E. (2020). The linkage between vocational education and labor market in Turkey: Employability and skill mismatch. Kastamonu Education Journal, 28(2), 558-569.
- Önder, E., & Güçlü, N. (2014). İlköğretimde okullar arası başarı farklılıklarını azaltmaya yönelik çözüm önerileri. Eğitim Bilimleri Dergisi, 40, 109-132.
Ölçme, Seçme ve Yerleştirme Merkezi (2018). 2018 YKS değerlendirme raporu. Değerlendirme Raporları Serisi No:9. Ankara: ÖSYM Yayınları.
- Özdemir, C. (2016). Equity in the Turkish education system: A multilevel analysis of social background influences on the mathematics performance of 15-year-old students. European Educational Research Journal, 15(2), 193–217.
- Rosenholtz, S. J. (1985). Effective schools: Interpreting the evidence. American Journal of Education, 93, 352–388.
- Rutkowski, D., Rutkowski, L., & von Davier, M. (2014). A brief introduction to modern international large-scale assessment. In Rutkowski, L., von Davier, M., & Rutkowski, D. Handbook of international large-scale assessment: Background, technical issues, and methods of data analysis. CRC Press, Taylor & Francis, pp 3-11.
- Scheerens, J. (1992). Evaluating non-cognitive aspects of education. In Vedder. P. (ed.) Measuring the quality of education. Amsterdam: Swet & Zeitlinger Inc.
- Scheerens, J., & Creemers, B. P. M. (1989). Conceptualizing school effectiveness. International Journal of Educational Research, 13, 691–706.
- Schumacker, R. E. (2015). Learning statistics using R. California: SAGE Publications.
- Thomson, S. (2019). Assessing and understanding social and emotional skills: The OECD Study on Social and Emotional Skills. ACER Conference Paper. Retrieved from https://research.acer.edu.au/cgi/viewcontent.cgi?article=1354&context=research_conference
- Turan, S., Açıkalın, A., & Şişman, M. (2007). Bir insan olarak müdür. Ankara: Pegem Yayıncılık.
- Wang, M.C., Haertel, G.D., & Walberg, H.J. (1993). Toward a knowledge base for school learning. Review of Educational Research, 63, 249-294.
- Woessmann, L. (2016). The importance of school systems: Evidence from international differences in student achievement. Journal of Economic Perspectives, 30(3), 3-32.
- Yalçın, S., & Tavşancıl, E. (2014). The comparison of Turkish students’ PISA achievement levels by year via data envelopment analysis. Educational Sciences: Theory and Practice, 14(3), 961- 968.