Araştırma Makalesi

A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started

Cilt: 6 Sayı: 1 20 Aralık 2024
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A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started

Öz

This study examined people’s sentiments toward emergency online special education after mass vaccinations became available to determine whether people had positive, negative, or neutral sentiments towards emergency online special education. The results revealed that most tweets were positive and focused on special needs and special education during emergency online special education. Specifically, most tweets focused on special education, and they included a positive content with average daily sentiment scores never getting smaller than zero. Similarly, special need and special education turned out to be the most frequent expressions used, and topic modeling indicated that target tweets’ content focused on the needs of students with special exceptionalities. All these findings suggest that emergency online special education can be a viable alternative during times of crisis and availability of vaccinations at a larger scale may help to create a positive atmosphere thereby informing teacher education and special education research and practice.

Anahtar Kelimeler

Kaynakça

  1. Alhuzimi, T. (2021). Stress and emotional wellbeing of parents due to change in routine for children with autism spectrum disorder (ASD) at home during COVID-19 pandemic in Saudi Arabia. Research in Developmental Disabilities, 108, 1-12. https://doi.org/10.1016/j.ridd.2020.103822
  2. Asbury, K., Fox, L., Deniz, E., Code, A., & Toseeb, U. (2020). How is COVID-19 affecting the mental health of children with special education needs and disabilities and their families. Journal of Autism and Developmental Disorders. https://doi.org/10.1007/s10803-020-04577-2
  3. Banks, L. M., Davey, C., Shakespeare, T., & Kuper, H. (2021). Disability-inclusive responses to COVID-19: Lessons learnt from research on social protection in low- and middle-income countries. World Development, 137, 1-4. https://doi.org/10.1016/j.worlddev.2020.105178
  4. Basham, J. D., Carter Jr., R. A., Rice, M. F., & Ortiz, K. (2016). Emerging state policy in online special education. Journal of Special Education Leadership, 29(2), 70–78. https://files.eric.ed.gov/fulltext/EJ1118526.pdf
  5. Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent dirichlet allocation. The Journal of Machine Learning Research, 3, 993-1022. https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf
  6. Bornert-Ringleb, M., Casale, G., & Hillenbrand, C. (2021). What predicts teachers’ use of digital learning in Germany? Examining the obstacles and conditions of digital learning in special education. European Journal of Special Needs Education, 1-18. https://doi.org/10.1080/08856257.2021.1872847
  7. Carver, L. & Rowe, A. (2021, January 23). Students with disabilities and learning online in a pandemic. https://www.interdisciplinaryinsights.org/article/18943.pdf
  8. Caskurlu, S., Ayvaz. S., & Kozan, K. (2023). Sentiments towards emergency remote teaching on Twitter: A longitudinal comparative sentiment analysis. Research on Education and Psychology (REP), 7, 1-21. https://doi.org/10.54535/rep.1206924

Ayrıntılar

Birincil Dil

İngilizce

Konular

Özel Eğitim ve Engelli Eğitimi (Diğer)

Bölüm

Araştırma Makalesi

Erken Görünüm Tarihi

17 Ağustos 2024

Yayımlanma Tarihi

20 Aralık 2024

Gönderilme Tarihi

26 Ocak 2024

Kabul Tarihi

14 Mart 2024

Yayımlandığı Sayı

Yıl 2024 Cilt: 6 Sayı: 1

Kaynak Göster

APA
Kozan, K., Ayvaz, S., & Grimmet, K. (2024). A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started. Turkish Special Education Journal: International, 6(1), 66-81. https://doi.org/10.69485/tseji.1425263
AMA
1.Kozan K, Ayvaz S, Grimmet K. A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started. Turkish Special Education Journal: International. 2024;6(1):66-81. doi:10.69485/tseji.1425263
Chicago
Kozan, Kadir, Serkan Ayvaz, ve Kharon Grimmet. 2024. “A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started”. Turkish Special Education Journal: International 6 (1): 66-81. https://doi.org/10.69485/tseji.1425263.
EndNote
Kozan K, Ayvaz S, Grimmet K (01 Aralık 2024) A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started. Turkish Special Education Journal: International 6 1 66–81.
IEEE
[1]K. Kozan, S. Ayvaz, ve K. Grimmet, “A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started”, Turkish Special Education Journal: International, c. 6, sy 1, ss. 66–81, Ara. 2024, doi: 10.69485/tseji.1425263.
ISNAD
Kozan, Kadir - Ayvaz, Serkan - Grimmet, Kharon. “A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started”. Turkish Special Education Journal: International 6/1 (01 Aralık 2024): 66-81. https://doi.org/10.69485/tseji.1425263.
JAMA
1.Kozan K, Ayvaz S, Grimmet K. A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started. Turkish Special Education Journal: International. 2024;6:66–81.
MLA
Kozan, Kadir, vd. “A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started”. Turkish Special Education Journal: International, c. 6, sy 1, Aralık 2024, ss. 66-81, doi:10.69485/tseji.1425263.
Vancouver
1.Kadir Kozan, Serkan Ayvaz, Kharon Grimmet. A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started. Turkish Special Education Journal: International. 01 Aralık 2024;6(1):66-81. doi:10.69485/tseji.1425263