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İleri Yetişkinler için Yaşam Boyu Öğrenme Modeli: Üçüncü Yaş Üniversiteleri

Yıl 2025, Cilt: 16 Sayı: 2, 3334 - 3354, 28.08.2025
https://doi.org/10.51460/baebd.1670787

Öz

Tüm dünyada yaşlı nüfus oranının ve ortalama ömür beklentilerinin artmasıyla birlikte aktif yaşlanma ve yaşam boyu öğrenme kavramları daha çok önem kazanmaya başlamıştır. Yaşam boyu öğrenme, örgün eğitimin ötesine uzanan, yaşam boyunca bilgi ve beceri edinmeye yönelik sürekli bir süreçtir. Üçüncü Yaş Üniversiteleri (U3A), yaşam boyu öğrenme kapsamında resmi niteliklere odaklanmadan eğitim, kültür ve sosyal katılım fırsatları sunan, özellikle emekliler olmak üzere ileri yetişkinler için tasarlanmıştır. İlk olarak Fransa’da 1973 yılında başlayan ileri yetişkin eğitim modeli daha sonra hızlı bir şekilde bütün dünyaya yayılmıştır. Araştırmalar U3A'ların ileri yetişkinlerin bilişsel işlevlerin geliştirilmesi, sosyal izolasyonun azaltılması ve yaşam kalitesinin iyileştirilmesi gibi faydalarını vurgulamaktadır. U3A'lar, ileri yetişkinler arasında aktif yaşlanma, yaşam boyu öğrenme ve toplumsal katılımın teşvik edilmesinde hayati bir rol oynamaktadır. Bu çalışma, ileri yetişkinler için yaşam boyu öğrenme kapsamında U3A’ların rolünü incelemeyi amaçlamaktadır. Doküman incelemesi yöntemi ile gerçekleştirilen çalışmada yaşam boyu öğrenme kavramına, U3A kavramına, U3A’nın tarihsel gelişimine, U3A’nın modellerine ve bazı ülkelerdeki uygulamalara yer verilmiştir.

Kaynakça

  • Andllas, F. (2019). Origins and Deandlopment: The Francophone Model of Uniandrsities of the Third Age. In: Formosa, M. (eds) The Uniandrsity of the Third Age and Actiand Ageing. International Perspectiands on Aging, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-030-21515-6_2
  • Balcı, A. (2015). Sosyal bilimlerde araştırma yöntem, teknik ve ilkeler. Pegem akademi
  • Bayram, Y., ve Ceylan, H. (2024). Türkiye’deki üçüncü yaş üniversiteleri: Gerontolojik sosyal hizmet perspektifinden bir değerlendirme, Sağlık Akademisyenleri Dergisi, 11(2), 308-317. https://doi.org/10.52880/sagakaderg.1469023
  • Brasseul, P. (1984). Senior citizens challenge traditional education: The French experience. Educational Gerontology, 10(3), 185-196.
  • Boulton-Lewis, G. M. (2010). Education and learning for the elderly: Why, how, what. Educational Gerontology, 36(3), 213-228.
  • Canatan, Ü., ve Boz, H. (2019). Hayat boyu öğrenme etkinliklerine katılımın aktif yaşlanmanın desteklenmesindeki rolü. Turkish Studies - Social Sciences, 14(3), 343-363. https://doi.org/10.29228/TurkishStudies.22541
  • Casanova, G., Weil, J., and Cerqueira, M. (2023). The evolution of universities of the third age around the world: A historical review. Gerontology ve Geriatrics Education, 45(3), 483-498. https://doi.org/10.1080/02701960.2023.2231375
  • Dench, S. and Regan, J. (2000). Learning in later life: Motivation and impact. Research Brief 183, Department for Education and Employment.
  • Delors, J., and International Commission on Education for the Twenty-first Century. (1996). Learning: The treasure within. UNESCO Publishing
  • European Commission. (2001). Making a European area of lifelong learning a reality. European Commission.
  • Fassi, J., Beaulieu, C., Bowen, L., Montepare, J., Whitbourne, S. and Silverstein, N. (2022). Age-friendly campus practices in higher education: A heat map view. Innovation in Aging, 6(Supplement_1), 438. https://doi.org/10.1093/geroni/igac059.1719
  • Field, J. (2006). Lifelong learning and the new educational order. Trentham Books.
  • Findsen, B., and Formosa, M. (2011). Lifelong learning in later life: A handbook on older adult learning. Sense Publishers.https://doi.org/10.1007/978-94-6091-651-9
  • Findsen, B. (2018). Older adult education: New directions in the 21st century. Springer.
  • Formosa, M. (2010). Universities of the third age. Journal of Transformative Education, 8(3), 197–219.
  • Formosa, M. (2014). Four decades of universities of the third age: Past, present, future. Ageing and Society, 34(1), 42-66.
  • Formosa, M. (2019). Third age learning: From the university of the third age to lifelong learning. International Journal of Lifelong Education, 38(4), 454-466.
  • Formosa, M. (2021). The French and British models of the University of the Third Age: A socio-historical analysis. World Studies in Education. 21(2),27-43. https://doi.org/10.7459/wse/21.2.03
  • Glendenning, F. (2000). Teaching and learning in later life: Theoretical implications. Aldershot : Ashgate.
  • Gunder, E. E. (2014). Third age perspectives on lifelong learning: Third age university. Procedia, Social and Behavioral Sciences, 116, 1165-1169.
  • Jarvis, P. (2009). Lifelong learning: A social ambiguity. Lifelong Learning in Europe, 14(2), 67-72.
  • Goodman, R. (2010). The rapid redrawing of boundaries in Japanese higher education. Japan Forum, 22(1), 65-87.
  • Hebestreit, L. (2008). The role of the university of the third age in meeting needs of adult learners in victoria, Australia. Australian Journal of Adult Learning, 48, 547-565.
  • Herodot Üçüncü Yaş Akademisi (2019). Doğuş hikayemiz. https://herodotakademi.com/dogus-hikayemiz/
  • Hori, S., and Cusack, S. (2006). Third-Age Education in Canada and Japan: Attitudes toward Aging and Participation in Learning. Educational Gerontology, 32, 463-481.
  • Huang, C. (2006). The university of the third age in the UK: An Interpretive and Critical Study. Educational Gerontology, 32(10), 825-842.
  • Jarvis, P. (2009). Learning to be a person in society: Learning to be me. In K. Illeris (Ed.), Contemporary learning theories: Learning theorists in their own words (pp. 21–34). New York, NY: Routledge.
  • Karşıyaka Belediyesi (2022). Karşıyaka'da 3. Yaş Üniversitesi Yola Çıktı. https://www.karsiyaka.bel.tr/karsiyakada-3-yas-universitesi-yola-cikti#:~:text=Kar%C5%9F%C4%B1yaka%20Belediyesi%2C%20T%C3%BCrkiye'de%20belediyeler,ve%20%C3%BCzeri%20bireylere%20dersler%20verilecek.
  • Kaygın, H. (2020). Kavram ve bağlam. H. Kaygın, İ. Ç. Ulus ve B. Çukurbaşı (Eds.), Hayat boyu öğrenme teoriler, araştırmalar ve eğilimler içinde (s. 1-15). Ankara: Pegem Akademi. https://doi.org/10.14527/9786257228718
  • Kearns, P. (2012). Learning cities as healthy green cities: Building sustainable opportunity cities. Australian Journal of Adult Learning, 52(2), 368–391.
  • Lamb, A. (2019). The University of the Third Age Movement in Australia: From Statewide Networking to Community Engagement. In: Formosa, M. (eds) The University of the Third Age and Active Ageing. International Perspectives on Aging, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-030-21515-6_12
  • Joseph, D., and Southcott, J. (2015). Singing and companionship in the Hawthorn Uniandrsity of the Third Age choir, Australia. International Journal of Lifelong Education, 34(3), 334-347. https://doi.org/10.1080/02601370.2014.991951
  • Laslett, P. (1991). A fresh map of life: The emergence of the third age. Harvard Uniandrsity Press.
  • Minichiello, V. (1992). Meeting the educational needs of an aging population: The Australian experience. International Review of Education, 38(4), 403-416.
  • Narushima, M. (2009). More than nickels and dimes: The health benefits of a community-based lifelong learning program for older adults. International Journal of Lifelong Education, 28(6), 725-740. https://doi.org/10.1080/02601370903293126
  • Narushima, M., Liu, J., and Diestelkamp, N. (2013). Lifelong learning in actiand aging discourse: Its conserving effect on wellbeing, health, and vulnerability. Adult Education Quarterly, 63(1), 36-52. https://doi.org/10.1177/0741713612465469
  • Patterson, R., Moffatt, S., Smıth, M., Scott, J., Mcloughlın, C., Bell, J., and Bell, N. (2016). Exploring social inclusivity within the Uniandrsity of the Third Age (U3A): a model of collaboratiand research. Ageing and Society, 36(8), 1580–1603. doi:10.1017/S0144686X15000550
  • Percy, K. (2019). “An alternatiand ageing experience”: An account and assessment of the Uniandrsity of the Third Age in the United Kingdom. In M. Formosa (Ed.), The uniandrsity of the third age and actiand ageing: European and Asian-Pacific perspectiands (pp. 33–43). Springer. https://doi.org/10.1007/978-3-030-21515-6_3
  • OECD. (2013). OECD skills outlook 2013: First results from the surandy of adult skills. OECD Publishing.
  • Okur, M. R., Oktay, Ö. (2021). Old Age Adult Education Systems and Refreshment Uniandrsity, Kastamonu Education Journal, 29(4), 68-91. doi: 10.24106/kefdergi.780577
  • Osher Lifelong Learning Institute. (2023). About the Osher Lifelong Learning Institutes. https://www.osherfoundation.org/olli.html
  • Schuller, T., and Watson, D. (2009). Learning through life: Inquiry into the future for lifelong learning. National Institute of Adult Continuing Education.
  • Schuetze, H. G., and Slowey, M. (2012). Participation and exclusion: A comparatiand analysis of non-traditional students and lifelong learners in higher education. Springer.
  • Schmidt-Hertha, B. (2019). Subsisting Within Public Uniandrsities: Uniandrsities of the Third Age in Germany. In: Formosa, M. (eds) The Uniandrsity of the Third Age and Actiand Ageing. International Perspectiands on Aging, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-030-21515-6_6
  • Siedle, R. (2011). Principles and practices of mature-age education at U3As. Australian Journal of Adult Learning, 51(3),566-582
  • Sobral, S. R., and Sobral, M. (2021). Computer education and third age uniandrsities: A systematic review. International Journal of Environmental Research and Public Health, 18(14),7390. https://doi.org/10.3390/ijerph18147390
  • Sun, Q., and Lin, X. (2022). An Exploratory Study of Older Adults' Participation in the Uniandrsity for the Third Age (U3A) in Guangxi Province, China. Commission for International Adult Education.
  • Swindell, R. (1993). U3A (The Uniandrsity of the Third Age) in Australia: A model for successful ageing. Ageing and Society, 13(2), 245-266.
  • Swindell, R., and Thompson, J. (1995). An International perspectiand on the uniandrsity of the third age. Educational Gerontology, 21:5, 429-447.
  • Swindell, R. (2002). U3A Online: A virtual uniandrsity of the third age for isolated older people. International Journal of Lifelong Education, 18(6), 414-429.
  • Tippelt, R., Schmidt, B., Schnurr, S., Sinner, S., and Theisen, C. (2009). Bildung Älterer—Chancen im demografischen Wandel. Bielefeld: Bertelsmann.
  • Tuijnman, A., and Boström, A. (2002). Changing notions of lifelong education and lifelong learning. International Review of Education, 48(1), 93-110.
  • Vasilenko, O. (2023). The Third age uniandrsities in the context of аctiand ageing concept. Adult Education: Theory, Experience, Prospects, 24(2), 47-55
  • World Health Organization (2002). Actiand ageing: A policy framework.World Health Organization
  • Yao, C. (2007). A review on the third age uniandrsity in china. Adult Education Quarterly, 9(45)(2),101-118.
  • Withnall, A. (2010). Improving learning in later life. Routledge.
  • Zhao, X., and Chui, E. (2019). The deandlopment and characteristics of uniandrsities of the third age in Mainland China. In: Formosa, M. (eds) The Uniandrsity of the Third Age and Actiand Ageing. International Perspectiands on Aging, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-030-21515-6_13

Lifelong Learning Model for Older Adults: Third Age Universities

Yıl 2025, Cilt: 16 Sayı: 2, 3334 - 3354, 28.08.2025
https://doi.org/10.51460/baebd.1670787

Öz

With the increase in the proportion of elderly population and average life expectancy all over the world, the concepts of active ageing and lifelong learning have gained more importance. Lifelong learning is a continuous process of acquiring knowledge and skills throughout life, extending beyond formal education. Universities of the Third Age (U3A) are designed for older adults, especially retired people, offering educational, cultural and social participation opportunities without focusing on formal qualifications within the scope of lifelong learning. The model of advanced adult education, which first started in France in 1973, has rapidly spread all over the world. Research emphasises the benefits of U3As for older adults, such as improving cognitive functioning, reducing social isolation and improving quality of life. U3As play a vital role in promoting active ageing, lifelong learning and social participation among older adults. This study aims to examine the role of U3As in lifelong learning for older adults. In the study, which was carried out with the document analysis method, the concept of lifelong learning, the concept of U3A, the historical development of U3A, the models of U3A and the practices in some countries were included.

Kaynakça

  • Andllas, F. (2019). Origins and Deandlopment: The Francophone Model of Uniandrsities of the Third Age. In: Formosa, M. (eds) The Uniandrsity of the Third Age and Actiand Ageing. International Perspectiands on Aging, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-030-21515-6_2
  • Balcı, A. (2015). Sosyal bilimlerde araştırma yöntem, teknik ve ilkeler. Pegem akademi
  • Bayram, Y., ve Ceylan, H. (2024). Türkiye’deki üçüncü yaş üniversiteleri: Gerontolojik sosyal hizmet perspektifinden bir değerlendirme, Sağlık Akademisyenleri Dergisi, 11(2), 308-317. https://doi.org/10.52880/sagakaderg.1469023
  • Brasseul, P. (1984). Senior citizens challenge traditional education: The French experience. Educational Gerontology, 10(3), 185-196.
  • Boulton-Lewis, G. M. (2010). Education and learning for the elderly: Why, how, what. Educational Gerontology, 36(3), 213-228.
  • Canatan, Ü., ve Boz, H. (2019). Hayat boyu öğrenme etkinliklerine katılımın aktif yaşlanmanın desteklenmesindeki rolü. Turkish Studies - Social Sciences, 14(3), 343-363. https://doi.org/10.29228/TurkishStudies.22541
  • Casanova, G., Weil, J., and Cerqueira, M. (2023). The evolution of universities of the third age around the world: A historical review. Gerontology ve Geriatrics Education, 45(3), 483-498. https://doi.org/10.1080/02701960.2023.2231375
  • Dench, S. and Regan, J. (2000). Learning in later life: Motivation and impact. Research Brief 183, Department for Education and Employment.
  • Delors, J., and International Commission on Education for the Twenty-first Century. (1996). Learning: The treasure within. UNESCO Publishing
  • European Commission. (2001). Making a European area of lifelong learning a reality. European Commission.
  • Fassi, J., Beaulieu, C., Bowen, L., Montepare, J., Whitbourne, S. and Silverstein, N. (2022). Age-friendly campus practices in higher education: A heat map view. Innovation in Aging, 6(Supplement_1), 438. https://doi.org/10.1093/geroni/igac059.1719
  • Field, J. (2006). Lifelong learning and the new educational order. Trentham Books.
  • Findsen, B., and Formosa, M. (2011). Lifelong learning in later life: A handbook on older adult learning. Sense Publishers.https://doi.org/10.1007/978-94-6091-651-9
  • Findsen, B. (2018). Older adult education: New directions in the 21st century. Springer.
  • Formosa, M. (2010). Universities of the third age. Journal of Transformative Education, 8(3), 197–219.
  • Formosa, M. (2014). Four decades of universities of the third age: Past, present, future. Ageing and Society, 34(1), 42-66.
  • Formosa, M. (2019). Third age learning: From the university of the third age to lifelong learning. International Journal of Lifelong Education, 38(4), 454-466.
  • Formosa, M. (2021). The French and British models of the University of the Third Age: A socio-historical analysis. World Studies in Education. 21(2),27-43. https://doi.org/10.7459/wse/21.2.03
  • Glendenning, F. (2000). Teaching and learning in later life: Theoretical implications. Aldershot : Ashgate.
  • Gunder, E. E. (2014). Third age perspectives on lifelong learning: Third age university. Procedia, Social and Behavioral Sciences, 116, 1165-1169.
  • Jarvis, P. (2009). Lifelong learning: A social ambiguity. Lifelong Learning in Europe, 14(2), 67-72.
  • Goodman, R. (2010). The rapid redrawing of boundaries in Japanese higher education. Japan Forum, 22(1), 65-87.
  • Hebestreit, L. (2008). The role of the university of the third age in meeting needs of adult learners in victoria, Australia. Australian Journal of Adult Learning, 48, 547-565.
  • Herodot Üçüncü Yaş Akademisi (2019). Doğuş hikayemiz. https://herodotakademi.com/dogus-hikayemiz/
  • Hori, S., and Cusack, S. (2006). Third-Age Education in Canada and Japan: Attitudes toward Aging and Participation in Learning. Educational Gerontology, 32, 463-481.
  • Huang, C. (2006). The university of the third age in the UK: An Interpretive and Critical Study. Educational Gerontology, 32(10), 825-842.
  • Jarvis, P. (2009). Learning to be a person in society: Learning to be me. In K. Illeris (Ed.), Contemporary learning theories: Learning theorists in their own words (pp. 21–34). New York, NY: Routledge.
  • Karşıyaka Belediyesi (2022). Karşıyaka'da 3. Yaş Üniversitesi Yola Çıktı. https://www.karsiyaka.bel.tr/karsiyakada-3-yas-universitesi-yola-cikti#:~:text=Kar%C5%9F%C4%B1yaka%20Belediyesi%2C%20T%C3%BCrkiye'de%20belediyeler,ve%20%C3%BCzeri%20bireylere%20dersler%20verilecek.
  • Kaygın, H. (2020). Kavram ve bağlam. H. Kaygın, İ. Ç. Ulus ve B. Çukurbaşı (Eds.), Hayat boyu öğrenme teoriler, araştırmalar ve eğilimler içinde (s. 1-15). Ankara: Pegem Akademi. https://doi.org/10.14527/9786257228718
  • Kearns, P. (2012). Learning cities as healthy green cities: Building sustainable opportunity cities. Australian Journal of Adult Learning, 52(2), 368–391.
  • Lamb, A. (2019). The University of the Third Age Movement in Australia: From Statewide Networking to Community Engagement. In: Formosa, M. (eds) The University of the Third Age and Active Ageing. International Perspectives on Aging, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-030-21515-6_12
  • Joseph, D., and Southcott, J. (2015). Singing and companionship in the Hawthorn Uniandrsity of the Third Age choir, Australia. International Journal of Lifelong Education, 34(3), 334-347. https://doi.org/10.1080/02601370.2014.991951
  • Laslett, P. (1991). A fresh map of life: The emergence of the third age. Harvard Uniandrsity Press.
  • Minichiello, V. (1992). Meeting the educational needs of an aging population: The Australian experience. International Review of Education, 38(4), 403-416.
  • Narushima, M. (2009). More than nickels and dimes: The health benefits of a community-based lifelong learning program for older adults. International Journal of Lifelong Education, 28(6), 725-740. https://doi.org/10.1080/02601370903293126
  • Narushima, M., Liu, J., and Diestelkamp, N. (2013). Lifelong learning in actiand aging discourse: Its conserving effect on wellbeing, health, and vulnerability. Adult Education Quarterly, 63(1), 36-52. https://doi.org/10.1177/0741713612465469
  • Patterson, R., Moffatt, S., Smıth, M., Scott, J., Mcloughlın, C., Bell, J., and Bell, N. (2016). Exploring social inclusivity within the Uniandrsity of the Third Age (U3A): a model of collaboratiand research. Ageing and Society, 36(8), 1580–1603. doi:10.1017/S0144686X15000550
  • Percy, K. (2019). “An alternatiand ageing experience”: An account and assessment of the Uniandrsity of the Third Age in the United Kingdom. In M. Formosa (Ed.), The uniandrsity of the third age and actiand ageing: European and Asian-Pacific perspectiands (pp. 33–43). Springer. https://doi.org/10.1007/978-3-030-21515-6_3
  • OECD. (2013). OECD skills outlook 2013: First results from the surandy of adult skills. OECD Publishing.
  • Okur, M. R., Oktay, Ö. (2021). Old Age Adult Education Systems and Refreshment Uniandrsity, Kastamonu Education Journal, 29(4), 68-91. doi: 10.24106/kefdergi.780577
  • Osher Lifelong Learning Institute. (2023). About the Osher Lifelong Learning Institutes. https://www.osherfoundation.org/olli.html
  • Schuller, T., and Watson, D. (2009). Learning through life: Inquiry into the future for lifelong learning. National Institute of Adult Continuing Education.
  • Schuetze, H. G., and Slowey, M. (2012). Participation and exclusion: A comparatiand analysis of non-traditional students and lifelong learners in higher education. Springer.
  • Schmidt-Hertha, B. (2019). Subsisting Within Public Uniandrsities: Uniandrsities of the Third Age in Germany. In: Formosa, M. (eds) The Uniandrsity of the Third Age and Actiand Ageing. International Perspectiands on Aging, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-030-21515-6_6
  • Siedle, R. (2011). Principles and practices of mature-age education at U3As. Australian Journal of Adult Learning, 51(3),566-582
  • Sobral, S. R., and Sobral, M. (2021). Computer education and third age uniandrsities: A systematic review. International Journal of Environmental Research and Public Health, 18(14),7390. https://doi.org/10.3390/ijerph18147390
  • Sun, Q., and Lin, X. (2022). An Exploratory Study of Older Adults' Participation in the Uniandrsity for the Third Age (U3A) in Guangxi Province, China. Commission for International Adult Education.
  • Swindell, R. (1993). U3A (The Uniandrsity of the Third Age) in Australia: A model for successful ageing. Ageing and Society, 13(2), 245-266.
  • Swindell, R., and Thompson, J. (1995). An International perspectiand on the uniandrsity of the third age. Educational Gerontology, 21:5, 429-447.
  • Swindell, R. (2002). U3A Online: A virtual uniandrsity of the third age for isolated older people. International Journal of Lifelong Education, 18(6), 414-429.
  • Tippelt, R., Schmidt, B., Schnurr, S., Sinner, S., and Theisen, C. (2009). Bildung Älterer—Chancen im demografischen Wandel. Bielefeld: Bertelsmann.
  • Tuijnman, A., and Boström, A. (2002). Changing notions of lifelong education and lifelong learning. International Review of Education, 48(1), 93-110.
  • Vasilenko, O. (2023). The Third age uniandrsities in the context of аctiand ageing concept. Adult Education: Theory, Experience, Prospects, 24(2), 47-55
  • World Health Organization (2002). Actiand ageing: A policy framework.World Health Organization
  • Yao, C. (2007). A review on the third age uniandrsity in china. Adult Education Quarterly, 9(45)(2),101-118.
  • Withnall, A. (2010). Improving learning in later life. Routledge.
  • Zhao, X., and Chui, E. (2019). The deandlopment and characteristics of uniandrsities of the third age in Mainland China. In: Formosa, M. (eds) The Uniandrsity of the Third Age and Actiand Ageing. International Perspectiands on Aging, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-030-21515-6_13
Toplam 57 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Alan Eğitimleri (Diğer)
Bölüm Derleme
Yazarlar

Emre Birinci 0000-0001-9357-0106

Gönderilme Tarihi 6 Nisan 2025
Kabul Tarihi 23 Ağustos 2025
Erken Görünüm Tarihi 26 Ağustos 2025
Yayımlanma Tarihi 28 Ağustos 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 16 Sayı: 2

Kaynak Göster

APA Birinci, E. (2025). İleri Yetişkinler için Yaşam Boyu Öğrenme Modeli: Üçüncü Yaş Üniversiteleri. Batı Anadolu Eğitim Bilimleri Dergisi, 16(2), 3334-3354. https://doi.org/10.51460/baebd.1670787