TY - JOUR T1 - Akademisyenlerin bulut bilişim yolculuğu: Teknoloji kabul modeli ışığında bir araştırma TT - Academics' cloud computing journey: A research in the light of technology acceptance model AU - Incesu, Mehmet AU - Karaboğa, Kazım PY - 2024 DA - December Y2 - 2024 DO - 10.30783/nevsosbilen.1508121 JF - Nevşehir Hacı Bektaş Veli Üniversitesi SBE Dergisi PB - Nevşehir Hacı Bektaş Veli Üniversitesi WT - DergiPark SN - 2149-3871 SP - 2246 EP - 2271 VL - 14 IS - 4 LA - tr AB - Bulut Bilişim, kullanıcıların dünya genelinde herhangi bir yerden uygulamalara erişmelerine olanak tanıyan bir hizmettir. Kullanıcılar, hizmetin nerede barındırıldığına veya nasıl teslim edildiğine bakılmaksızın içeriğe altyapıdan bağımsız olarak buluttan erişebilirler. Bu hizmet, içerik sağlayıcılar tarafından 7/24 izlenen ve bakımı yapılan veri merkezlerinden oluşan bir altyapı kullanır. Bulut Bilişim, bir bilgi işlem paradigması değişimi olarak görülebilir ve bilgisayar alanı dahil olmak kaydıyla mühendisliğinin birçok alanında büyük değişiklikler gerektiren yıkıcı bir bilgi işlem paradigmasıdır. Bu çalışmada, Konya Necmettin Erbakan Üniversitesinde görev yapan akademisyenlerle yapılan eğitimler sonrası Teknoloji Kabul Modeli perspektifi kullanılarak akademisyenlerin bulut bilişim uygulamalarının kullanımı değerlendirilmiştir. Akademisyenlerin bulut bilişim teknolojilerini kabul düzeyleri deneysel bir tasarım ile araştırılmıştır. Araştırma, 123 akademisyenden veri toplanarak yürütülmüştür. Toplanan veriler Wilcoxon İşaretli Sıralar ve Kruskal Wallis testleri ile analiz edilmiştir. Sonuçlar, akademisyenlerin bulut bilişim uygulamalarına yönelik tutumlarında bir artış olduğunu göstermektedir. Ayrıca, Teknoloji Kabul Modeli'nin tüm boyutlarının, akademisyenlerin bulut bilişim uygulamalarını kullanma niyetlerine etkili olduğu görülmüştür. KW - bulut bilişim KW - teknoloji kabul modeli KW - akademisyenler ve bulut bilişim N2 - Cloud Computing is a service that allows users to access applications from anywhere in the world. Users can access content from the cloud independently of the infrastructure, regardless of where the service is hosted or how it is delivered. This service uses an infrastructure consisting of data centers that are monitored and maintained by content providers 24/7. Cloud Computing can be seen as a paradigm shift in computing and is a disruptive computing paradigm that requires major changes in many fields of engineering, including computer science. In this study, the use of cloud computing applications by academics was evaluated using the Technology Acceptance Model perspective after training sessions with academics working at Necmettin Erbakan University, Konya. The level of acceptance of cloud computing technologies by academics was investigated using an experimental design. The research was conducted by collecting data from 123 academics. The collected data were analyzed using the Wilcoxon Signed-Rank and Kruskal Wallis tests. The results show that there is an increase in the attitude of academics towards cloud computing applications. Additionally, it was found that all dimensions of the Technology Acceptance Model are effective on the intentions of academics to use cloud computing applications. CR - Agrawal, D., Kalpana, C., Lachhani, M., Salgaonkar, K., & Patil, Y. (2023). Role of Cloud Computing in Education. REST Journal on Data Analytics and Artificial Intelligence, 2(1), 38–42. https://doi.org/10.46632/jdaai/2/1/7 CR - Akkoyunlu, B., Orhan, F., & Umay, A. (2005). Bilgisayar Öğretmenleri İçin ‘Bilgisayar Öğretmenliği Öz-Yeterlik Ölçeği’ Geliştirme Çalışması. Hacettepe Üniversitesi Eğitim Fakültesi Dergisi, 29(29), Article 29. https://dergipark.org.tr/tr/pub/hunefd/issue/7809/102443 CR - Aksoy, H. (2003). Eğitim Kurumlarında Teknoloji Kullanımı ve Etkilerine İlişkin Bir Çözümleme. Eğitim Bilim Toplum, 1(4), Article 4. https://avesis.ankara.edu.tr/yayin/2e40510e-d41b-4fbf-a9b8-3fb265bde387/egitim-kurumlarinda-teknoloji-kullanimi-ve-etkilerine-iliskin-bir-cozumleme CR - Alabbadi, M. M. (2011). Cloud computing for education and learning: Education and learning as a service (ELaaS). 2011 14th International Conference on Interactive Collaborative Learning, 589–594. https://doi.org/10.1109/ICL.2011.6059655 CR - Alam, M. T. (2013). Cloud Computing in Education. IEEE Potentials, 32(4), 20–21. IEEE Potentials. https://doi.org/10.1109/MPOT.2012.2228340 CR - Ali, O., Shrestha, A., Osmanaj, V., & Muhammed, S. (2020). Cloud computing technology adoption: An evaluation of key factors in local governments. Information Technology & People, 34(2), 666–703. https://doi.org/10.1108/ITP-03-2019-0119 CR - Aquino, B. O. A. de, Silva, R. B., Simonian, T. S., Gomes, D. H. S., Silva, P. G. de B., Mota, A. C. L., Aguiar, S. G., Oliveira, C. M. C. de, Augusto, K. L., & Kubrusly, M. (2022). The use of technologies by university professors. Research, Society and Development, 11(15), Article 15. https://doi.org/10.33448/rsd-v11i15.37428 CR - Ardini, P. P., Abdul, V. S. E., & Utoyo, S. (2023). Bermain Pasir Buatan dan Koordinasi Mata-Tangan Anak Usia Dini di Gorontalo. Efektor, 10(1), Article 1. https://doi.org/10.29407/e.v10i1.18645 CR - Atıcı, B., & Akgün, M. (2021). Eğitimde Bulut Bilişime İlişkin Araştırmaların İçerik Analizi Yöntemiyle İncelenmesi. Uluslararası Türkçe Edebiyat Kültür Eğitim (TEKE) Dergisi, 10(1), Article 1. https://dergipark.org.tr/tr/pub/teke/issue/60878/902731 Balasooriya, P., Wibowo, S., Wells, M., & Gordon, S. (2022). Cloud Effects on Organisational Performance: A Local Government Perspective. In S. R. Pokhrel, M. Yu, & G. Li (Eds.), Applications and Techniques in Information Security (pp. 149–156). Springer. https://doi.org/10.1007/978-981-19-1166-8_12 CR - Balcı, A. (2016). Sosyal Bilimlerde Araştırma: Yöntem, Teknik ve İlkeler (12th ed.). Pegem Akademi Yayıncılık. CR - Barker, A., Varghese, B., Stuart Ward, J., & Sommerville, I. (2014). Academic Cloud computing research: Five pitfalls and five opportunities. 6th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud’14). https://www.usenix.org/conference/hotcloud14/workshop-program/presentation/barker CR - Boukranaa, A. M., Mjahad, R. A., & Mohammed, R. Ei. (2023). Students and Teachers’ Attitudes towards the effectiveness of Distance Education during Covid-19 Pandemic: Egypt and Morocco as case study. Technium Social Sciences Journal, 45, 127–141. https://doi.org/10.47577/tssj.v45i1.9152 CR - Bozkurt, A., Kondakci, Y., & Aydin, C. H. (2022). Digital Transformation and Openness in the Turkish Higher Education System. (Open) Educational Resources around the World, 389–437. https://edtechbooks.org/oer_around_the_world/digitalization_and_o CR - Bozkuş, K., & Karacabey, M. (2019). FATİH Projesi ile Eğitimde Bilişim Teknolojilerinin Kullanımı: Ne Kadar Yol Alındı? Yaşadıkça Eğitim, 33, 17–32. https://doi.org/10.33308/26674874.201933191 CR - Bulganina, S. V., Prokhorova, M. P., Lebedeva, T. E., Shkunova, A. A., & Mikhailov, M. S. (2021). Digital Skills As A Response To The Challenges Of The Modern Society. Revista Turismo Estudos e Práticas - RTEP/UERN, 01, Article 01. https://geplat.com/rtep/index.php/tourism/article/view/878 CR - Campbell, S., Greenwood, M., Prior, S., Shearer, T., Walkem, K., Young, S., Bywaters, D., & Walker, K. (2020). Purposive sampling: Complex or simple? Research case examples. Journal of Research in Nursing, 25(8), 652–661. https://doi.org/10.1177/1744987120927206 CR - Cengiz, E. (2018). İşletmelerde bulut bilişim teknolojisi kullanımının teknoloji kabul modeli 3 ile incelenmesi [masterThesis, Aksaray Üniversitesi Sosyal Bilimler Enstitüsü]. https://acikerisim.aksaray.edu.tr/xmlui/handle/20.500.12451/5140 CR - Chang, S. J., Lee, K., Yang, E., & Ryu, H. (2022). Evaluating a theory-based intervention for improving eHealth literacy in older adults: A single group, pretest–posttest design. BMC Geriatrics, 22(1), 918. https://doi.org/10.1186/s12877-022-03545-y CR - Čihovská, V., Hvizdová, E., Čihovská, V., & Hvizdová, E. (2011). Knowledge Management Formulates a New System of Wealth Creation. Economics & Management, 2011(16), 704–709. https://sekarl.euba.sk/arl-eu/sk/detail-eu_un_cat-0134888-Knowledge-Management-Formulates-a-New-System-of-Wealth-Creation/ CR - Cioban, G.-L. (2016). Contributions of “Knowledge” in World Economy. EcoForum, 5(3), 45–51. https://ideas.repec.org//a/scm/ecofrm/v5y2016isp4.html CR - Corbu, L.-C., & Hapenciuc, C.-V. (2018). Dynamic Model of Knowledge and Lifelong Learning Strategy in Economic Growth. LUMEN Proceedings, 6(1), Article 1. https://doi.org/10.18662/lumproc.58 CR - Dawes, J. (2008). Do Data Characteristics Change According to the Number of Scale Points Used? An Experiment Using 5-Point, 7-Point and 10-Point Scales. International Journal of Market Research, 50(1), Article 1. https://doi.org/10.1177/147078530805000106 CR - Denny, M., Denieffe, S., & O’Sullivan, K. (2023). Non-equivalent Control Group Pretest–Posttest Design in Social and Behavioral Research. In A. L. Nichols & J. Edlund (Eds.), The Cambridge Handbook of Research Methods and Statistics for the Social and Behavioral Sciences: Volume 1: Building a Program of Research (pp. 314–332). Cambridge University Press. https://doi.org/10.1017/9781009010054.016 CR - Devare, M. H. (2019). Cloud Computing and Innovations. In G. Kecskemeti (Ed.), Applying Integration Techniques and Methods in Distributed Systems and Technologies (cloud-computing-and-innovations; pp. 1–33). IGI Global. https://doi.org/10.4018/978-1-5225-8295-3.ch001 CR - Dmytriv, A. M., & Struk, O. A. (2022). Cloud Technologies And Features of Their Use in the Educational Process of Training Masters of Pharmacy. Art of Medicine, 154–158. https://art-of-medicine.ifnmu.edu.ua/index.php/aom/article/view/876 CR - Egaji, O. A., Asghar, I., Griffiths, M. G., & Hinton, D. (2022). An augmented reality-based system for improving quality of services operations: A study of educational institutes. The TQM Journal, 34(2), 330–354. https://doi.org/10.1108/TQM-07-2021-0218 CR - Elfil, M., & Negida, A. (2017). Sampling methods in Clinical Research; an Educational Review. Emergency, 5(1), e52. https://pmc.ncbi.nlm.nih.gov/articles/PMC5325924/ CR - Elmalı, F., & Dündar, F. (2023). Eğitimde Teknoloji Entegrasyonu: Öğretmenler ve Okul Yöneticileri. In Ö. Baltacı (Ed.), Technology Integration in Education: Teachers and School Principals (pp. 355–376). Özgür Publications. https://ddoi.org/10.58830/ozgur.pub382.c1701 CR - Fernanda, A., Huda, M., & Geovanni, A. R. F. (2023). Application of Learning Cloud Computing Technology (Cloud Computing) to Students in Higher Education. International Journal of Cyber and IT Service Management, 3(1), Article 1. https://doi.org/10.34306/ijcitsm.v3i1.121 CR - Flores, C. R. B., Ayabaca, D. M. G., & Alba, J. A. J. (2019). La computación en la nube en los espacios educativos. Sociedad & Tecnología, 2(1), Article 1. https://doi.org/10.51247/st.v2i1.67 CR - Gade, S., & Madhava Rao, K. (2022). Adoption of Cloud Computing to Accounting: Benefits and Challenges. 2022 7th International Conference on Communication and Electronics Systems (ICCES), 1652–1656. https://doi.org/10.1109/ICCES54183.2022.9835895 CR - Gollapalli, M., AlQahtani, B., AlGhamdi, A., & AlOtaibi, M. (2023). Instructors Experience of using Cloud Computing Based Applications in Saudi Arabia. 2023 1st International Conference on Advanced Innovations in Smart Cities (ICAISC), 1–6. https://doi.org/10.1109/ICAISC56366.2023.10085435 CR - González-Martínez, J. A., Bote-Lorenzo, M. L., Gómez-Sánchez, E., & Cano-Parra, R. (2015). Cloud computing and education: A state-of-the-art survey. Computers & Education, 80, 132–151. https://doi.org/10.1016/j.compedu.2014.08.017 CR - Günbey, M., Eriçok, B., & Kara, E. (2024). Eğitim Kararlarını Etkileyen Etkenler: Bir Sistematik Derleme Çalışması. Ankara Üniversitesi Egitim Bilimleri Fakültesi Dergisi, 57(1), 365–402. https://doi.org/10.30964/auebfd.1275386 CR - Gupta, N., & Sohal, A. (2022). Cloud Computing. In Emerging Computing Paradigms (pp. 1–17). John Wiley & Sons, Ltd. https://doi.org/10.1002/9781119813439.ch1 CR - Gusevs, A., & Teilāns, A. (2022). Cloud Computing. Human. Environment. Technologies. Proceedings of the Students International Scientific and Practical Conference, 26, Article 26. https://doi.org/10.17770/het2022.26.6948 CR - Hamutoğlu, N. B. (2018). İşbirlikli öğrenme etkinliklerinde bulut bilişim teknolojilerinin üniversite öğrencilerinin kabul, paylaşmaya uygunluk ve öğrenme performanslarına etkisi [doctoralThesis, Sakarya Üniversitesi]. https://acikerisim.sakarya.edu.tr/handle/20.500.12619/69536 CR - Hannafin, R. D., & Savenye, W. C. (1993). Technology in the Classroom: The Teacher’s New Role and Resistance to It. Educational Technology, 33(6), Article 6. CR - Harnida, M., & Mardah, S.-. (2023). Penerapan Technology Acceptance Model Terhadap Perilaku Pengguna Uang Elektronik. Al-Kalam : Jurnal Komunikasi, Bisnis Dan Manajemen, 10(1), Article 1. https://doi.org/10.31602/al-kalam.v10i1.9019 CR - Hoca, Y., Firat, D., & Çağlar, E. (2022). Principles of Data Privacy and Security in a Cyber World. In N. Dewani, Z. Khan, A. Agarwal, M. Sharma, & S. Khan (Ed.), Handbook of Research on Cyber Law, Data Protection, and Privacy (principles-of-data-privacy-and-security-in-a-cyber-world; pp. 1–19). IGI Global. DOI: 10.4018/978-1-7998-8641-9.ch001 CR - Irshad, M. B. M. (2015). The study on awareness and adoption of cloud computing by academics in Sri Lankan universities. http://ir.lib.seu.ac.lk/handle/123456789/1849 CR - Johnson, J. L., Adkins, D., & Chauvin, S. (2020). A Review of the Quality Indicators of Rigor in Qualitative Research. American Journal of Pharmaceutical Education, 84(1), 7120. https://doi.org/10.5688/ajpe7120 CR - Kefela, G. T. (2010). Knowledge-based economy and society has become a vital commodity to countries. International NGO Journal, 5(7), 160–166. https://academicjournals.org/article/article1381828238_Kefela.pdf CR - Kirkwood, A., & Price, L. (2005). Learners and learning in the twenty-first century: What do we know about students’ attitudes towards and experiences of information and communication technologies that will help us design courses? Studies in Higher Education, 30. https://doi.org/10.1080/03075070500095689 CR - Kılıçarslan, A. (2022). Algoritmik Ticaretin Yükselişi. In M. Cihangir & S. Özel (Eds.), Dijital Çağda Küresel Ekonomi Politik Dönüşüm Sistem, Aktörler, Güvenlik (pp. 75–107). Paradigma Akademi. CR - Kılıçarslan, A., & Okka, O. (2022). İstanbul Finans Merkezi Projesinin Türk Finans Sistemi Üzerindeki Muhtemel Etkileri. In S. Sönmez (Ed.), Sosyal, Beşeri ve İdari Bilimlerde Güncel Tartışmalar 1 (pp. 24–41). Duvar Yayınları. CR - Lampropoulos, G. (2023). Augmented Reality and Artificial Intelligence in Education: Toward Immersive Intelligent Tutoring Systems. In V. Geroimenko (Ed.), Augmented Reality and Artificial Intelligence: The Fusion of Advanced Technologies (pp. 137–146). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-27166-3_8 CR - Liesa-Orus, M., Lozano Blasco, R., & Arce-Romeral, L. (2023). Digital Competence in University Lecturers: A Meta-Analysis of Teaching Challenges. Education Sciences, 13(5), Article 5. https://doi.org/10.3390/educsci13050508 CR - Lin, A., & Chen, N.-C. (2012). Cloud computing as an innovation: Percepetion, attitude, and adoption. International Journal of Information Management, 32(6), 533–540. https://doi.org/10.1016/j.ijinfomgt.2012.04.001 CR - Malik, M. I., Wani, S. H., & Rashid, A. (2018). Cloud Computing Technologies. International Journal of Advanced Research in Computer Science, 9(2), Article 2. https://doi.org/10.26483/ijarcs.v9i2.5760 CR - Mathews, M. P. (2022). Exploring perceptions of occupational stress amongst female academics in the Faculty of Management Sciences at the Durban University of Technology [Thesis]. https://doi.org/10.51415/10321/4236 CR - Mazur, J., & Słok-Wódkowska, M. (2022). Access to Information and Data in International Law. Nordic Journal of International Law, 91(2), 310–338. https://doi.org/10.1163/15718107-91020004 CR - Mohajan, H. (2017). Two Criteria for Good Measurements In Research: Validity and Reliability. Annals of Spiru Haret University, 17(3), 58–82. https://papers.ssrn.com/abstract=3152355 CR - Mulisa, F. (2022). Sampling techniques involving human subjects: Applications, pitfalls, and suggestions for further studies. International Journal of Academic Research in Education, 8(1), Article 1. https://doi.org/10.17985/ijare.1225214 CR - Nanos, I. (2023). Cloud Computing Adoption in Public Sector: A Literature Review about Issues, Models and Influencing Factors. In N. F. Matsatsinis, F. C. Kitsios, M. A. Madas, & M. I. Kamariotou (Eds.), Operational Research in the Era of Digital Transformation and Business Analytics (pp. 243–250). Springer International Publishing. https://doi.org/10.1007/978-3-031-24294-6_26 CR - Narayan, K. G., Sinha, D. K., & Singh, D. K. (2023). Sampling Techniques. In K. G. Narayan, D. K. Sinha, & D. K. Singh (Eds.), Veterinary Public Health & Epidemiology: Veterinary Public Health- Epidemiology-Zoonosis-One Health (pp. 111–123). Springer Nature. https://doi.org/10.1007/978-981-19-7800-5_12 CR - Noh, N. H. M., Amron, M. T., & Mohamad, M. A. (2022). System Characteristics in Predicting E-Learning Acceptance: An Extended Technology Acceptance Model (TAM) Study. 2022 International Conference on Engineering and Emerging Technologies (ICEET), 1–6. https://doi.org/10.1109/ICEET56468.2022.10007206 CR - Ömrüuzun, I. (2019). Okul Öncesi Öğretmenlerinin Teknoloji Kullanımlarını Etkileyen Faktörler: Bir Yol Analizi Çalışması. https://openaccess.hacettepe.edu.tr/xmlui/handle/11655/6900 CR - Örtlek, Z., Demirtaş, C., & Özgür, M. I. (2023). Environmental Performance: Evidence From Level-2 Regions. Fiscaoeconomia, 7(1), Article 1. https://doi.org/10.25295/fsecon.1160081 CR - Özgür, M. I., Demirtaş, C., & Örtlek, Z. (2022). The Effect of Information Communication Technology (ICT) on Health Outcomes: Evidence from BRICS-T Countries. İktisadi İdari ve Siyasal Araştırmalar Dergisi, 7(19), Article 19. https://doi.org/10.25204/iktisad.1023768 CR - Özkaya, Y., Duran, A., & Demirci, K. (2023). Çevrimiçi Eğitim Uygulamasının İİBF Öğretim Üyeleri Üzerine Etkileri. Yönetim Bilimleri Dergisi, 21(Cumhuriyetin 100. Yılı Özel Sayısı), Article Cumhuriyetin 100. Yılı Özel Sayısı. https://doi.org/10.35408/comuybd.1344055 CR - Paul, P. K., Solanki, V. K., & Aithal, P. S. (2019). Cloud Computing Based Knowledge Mapping Between Existing and Possible Academic Innovations—An Indian Techno-Educational Context. In M. Mittal, V. E. Balas, L. M. Goyal, & R. Kumar (Eds.), Big Data Processing Using Spark in Cloud (pp. 87–106). Springer. https://doi.org/10.1007/978-981-13-0550-4_4 CR - Preden, J.-S., Motus, L., Pahtma, R., & Meriste, M. (2012). Data exchange for shared situation awareness. 2012 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 198–201. https://doi.org/10.1109/CogSIMA.2012.6188380 CR - Prieto-Blazquez, J., & Gañan, D. (2020). Engineering Cloud-Based Technological Infrastructure. In D. Baneres, M. E. Rodríguez, & A. E. Guerrero-Roldán (Eds.), Engineering Data-Driven Adaptive Trust-based e-Assessment Systems: Challenges and Infrastructure Solutions (Vol. 34, pp. 67–83). Springer International Publishing. https://doi.org/10.1007/978-3-030-29326-0_4 CR - Rajendranath, U. N. V. P., Singh, N. P., Manimaran, B., Mohanavel, V., & Dhivya, K. (2022). A Robust Information Security Model to Preserve Data Integrity in Cloud Computing Environment. 2022 International Conference on Electronics and Renewable Systems (ICEARS), 1510–1515. https://doi.org/10.1109/ICEARS53579.2022.9752082 CR - Rusillo-Magdaleno, A., Ruiz-Ariza, A., Suárez-Manzano, S., & Martínez-Redecillas, T. (2023). Artificial Intelligence, Augmented Reality and Education. In V. Geroimenko (Ed.), Augmented Reality and Artificial Intelligence: The Fusion of Advanced Technologies (pp. 93–121). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-27166-3_6 CR - Sagale, K. S., Kokate, M. D., & Agrawal, R. K. (2023). Application of Cloud Computing in an Education Sector through Education and Learning as a Service and its Cost Benefit Analysis. 2023 International Conference on Emerging Smart Computing and Informatics (ESCI), 1–5. https://doi.org/10.1109/ESCI56872.2023.10099586 CR - Sara Dhingra. (2022). Data Storage and Security in Cloud Computing: A Survey. International Journal of Advanced Research in Science, Communication and Technology, 76–81. https://doi.org/10.48175/IJARSCT-4982 CR - Saragih, Y. M., & Abdul Azis, D. (2020). Perlindungan Data Elektronik Dalam Formulasi Kebijakan Kriminal Di Era Globalisasi. Soumatera Law Review, 3(2), 265–279. http://dx.doi.org/10.22216/soumlaw.v3i2.4125 CR - Selvi, O., & Küçüksille, E. (2014). Bulut Bilişimin Eğitim Alanında Uygulanması. Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 16(3), Article 3. https://doi.org/10.19113/sdufbed.46976 CR - Sengupta, E., Saini, M., Singh, M., & Singh, J. (2022). An Exploration into Artificial intelligence based advancement in education field. 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), 1250–1255. https://doi.org/10.1109/ICACITE53722.2022.9823801 CR - Shi, Y., Yang, H. H., Yang, Z., & Wu, D. (2014). Trends of Cloud Computing in Education. In S. K. S. Cheung, J. Fong, J. Zhang, R. Kwan, & L. F. Kwok (Eds.), Hybrid Learning. Theory and Practice (pp. 116–128). Springer International Publishing. https://doi.org/10.1007/978-3-319-08961-4_12 CR - Shorey, S., Chua, C. M. S., & Yap Seng, C. (2023). Turbulent academic journey of female academics: A meta-synthesis. International Journal of Inclusive Education, 1–21. https://doi.org/10.1080/13603116.2023.2227862 CR - Siek, M., & Wijaya, I. (2022). Investigating Cloud-Based Educational Technology Adoption in Advancing Learning Performance. 2022 4th International Conference on Cybernetics and Intelligent System (ICORIS), 1–8. https://doi.org/10.1109/ICORIS56080.2022.10031577 CR - Sunyaev, A. (2020). Cloud Computing. In A. Sunyaev (Ed.), Internet Computing: Principles of Distributed Systems and Emerging Internet-Based Technologies (pp. 195–236). Springer International Publishing. https://doi.org/10.1007/978-3-030-34957-8_7 CR - Taherdoost, H. (2016). Sampling Methods in Research Methodology; How to Choose a Sampling Technique for Research (SSRN Scholarly Paper 3205035). Social Science Research Network. https://doi.org/10.2139/ssrn.3205035 CR - Thapliyal, P. (2020). Digital Literacy and Its Impact on the Inclination towards English Literature: An Analytical Study. Turkish Online Journal of Qualitative Inquiry, 11(2), Article 2. https://doi.org/10.52783/tojqi.v11i2.9993 CR - Tornivuori, A., Kronström, K., Aromaa, M., Salanterä, S., & Karukivi, M. (2022). Accessible mental well-being intervention for adolescents in school setting- Single-Group Intervention Study with a Pretest-Posttest Design. https://doi.org/10.21203/rs.3.rs-2290998/v1 CR - Usluel, Y. K., & Mazman Akar, S. G. (2010). Eğitimde yeniliklerin yayılımı, kabulü ve benimsenmesi sürecinde yer alan öğeler: Bir içerik analizi çalışması. Çukurova Üniversitesi Eğitim Fakültesi Dergisi, 39(3), Article 3. http://search/yayin/detay/120427 CR - Vakaliuk, T., Spirin, O., Korotun, O., Antoniuk, D., Medvedieva, M., & Novitska, I. (2022). The current level of competence of schoolteachers on how to use cloud technologies in the educational process during COVID-19. Educational Technology Quarterly, 2022(3), 232–250. https://doi.org/10.55056/etq.32 CR - Venkatesh, V., & Bala, H. (2008). Technology Acceptance Model 3 and a Research Agenda on Interventions. Decision Sciences - DECISION SCI, 39, 273–315. https://doi.org/10.1111/j.1540-5915.2008.00192.x CR - Walters, C., Ronnie, L., Plessis, M. du, & Jansen, J. (2023). Academics in Lockdown: A Gendered Perspective on Self-Esteem in Academia during the COVID-19 Pandemic Lockdown. Sustainability, 15(6), Article 6. https://doi.org/10.3390/su15064999 CR - Yarali, C., & Özçelik Baloğlu, Ö. (2023). Dijital Süreçlerin Doğal ve Kültürel Miras Turizminin Gelişimine Etkisi. Nevşehir Hacı Bektaş Veli Üniversitesi SBE Dergisi, 13(İhtisaslaşma), 245–264. https://doi.org/10.30783/nevsosbilen.1320911 CR - Ye, M., & Qu, Z. (2012). Cloud Computing Infrastructure and Application Study. In B. Liu, M. Ma, & J. Chang (Eds.), Information Computing and Applications (pp. 358–364). Springer. https://doi.org/10.1007/978-3-642-34062-8_47 CR - Yin, F. (2023). Design and Implementation of Financial Accounting System Based on Cloud Computing Technology. 2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI), 58–62. https://doi.org/10.1109/ACEDPI58926.2023.00018 UR - https://doi.org/10.30783/nevsosbilen.1508121 L1 - https://dergipark.org.tr/tr/download/article-file/4035291 ER -