Exploring Pre-service Teachers’ Perception Regarding Factors in Technology Integration with Q Methodology

Öz

The aim of this study is to understand the perspectives of pre-service teachers on the factors affecting technology integration with the Q methodology. Forty-one pre-service teachers studying at the faculty of education of a state university participated in the research. Twelve statements reflecting the factors of technology integration were selected. In determining the Q statements, attention was paid to include elements at four levels in the integration process: teacher, institutional and system, teacher design thinking and student. The data were analyzed with the PQMethod 2.35 program. Principal component analysis was used in the factor analysis, and after the rotation process, a three-factor solution was reached: (a) individual-oriented perspective, (b) individual and school-oriented perspective, (c) planning, individual, school and system-oriented perspective. Among these identified perspectives, it was seen that there was a consensus on supporting teachers' professional development, access to technology, positive attitudes of students, and guidebooks supporting technology integration. However, it was seen that there were different areas in the opinions of the pre-service teachers in the three factors determined. It has been observed that pre-service teachers in the individual-oriented perspective prioritize teachers' value beliefs about the role of technology in education. It has been concluded that the pre-service teachers in the individual and school-oriented perspective attach more importance to the technological and pedagogical competencies of the teachers. It has been seen that the planning of the lesson plans for the integration of technology is a priority factor for the pre-service teachers with a planning, individual, institution and system-oriented perspective. Recommendations for teacher educators are presented for each identified perspective.

Anahtar Kelimeler

• Technology integration
• pre-service teachers
• Q methodology

Öğretmen Adaylarının Teknoloji Entegrasyonundaki Faktörlere İlişkin Algılarının Q Metodolojisi ile İncelenmesi

Öz

Bu çalışmanın amacı, öğretmen adaylarının Q metodolojisi ile teknoloji entegrasyonunu etkileyen faktörler ile ilgili perspektiflerinin anlaşılmasıdır. Araştırmaya bir devlet üniversitesinin eğitim fakültesinde öğrenim gören, 41 öğretmen adayı katılmıştır. Teknolojisi entegrasyonunu faktörleri yansıtan 12 ifade seçilmiştir. Q ifadelerinin belirlenmesinde, entegrasyon sürecinde öğretmen, kurumsal ve sistem, öğretmen tasarım düşüncesi ve öğrenci olmak üzere dört düzeyde ögelerin yer almasına dikkat edilmiştir. Veriler PQMethod 2.35 programı ile analiz edilmiştir. Faktör analizinde temel bileşenler analizi kullanılmış, döndürme işleminden sonra ve üç faktörlü çözüme ulaşılmıştır: (a) birey odaklı perspektif, (b) birey ve okul odaklı perspektif, ( c) planlama, birey, okul ve sistem odaklı perspektif. Belirlenen bu perspektifler arasında öğretmenlerin mesleki gelişimlerinin desteklenmesi, teknoloji erişimi, öğrencilerin olumlu tutumları ve kılavuz kitapların teknoloji entegrasyonunu desteklemesi konusunda görüş birliği olduğu görülmüştür. Bununla birlikte, belirlenen üç faktördeki öğretmen adaylarının görüşlerinde farklılaşan alanlar olduğu görülmüştür. Birey odaklı perspektifteki öğretmen adaylarının öğretmenlerin teknolojinin eğitimdeki rolüne ilişkin değer inançlarına öncelik verdiği görülmüştür. Birey ve okul odaklı perspektifteki öğretmen adaylarının, öğretmenlerin teknolojik ve pedagojik yeterliklerine daha fazla önem verdikleri sonucuna ulaşılmıştır. Planlanma, birey, kurum ve sistem odaklı perspektifteki öğretmen adayları için öğretmenlerin teknoloji entegrasyonuna yönelik dersi planlamaları daha öncelikli bir etmen olduğu görülmüştür. Tanımlanan her bir perspektif için öğretmen eğitimcileri için öneriler sunulmuştur.

Anahtar Kelimeler

• Teknoloji entegrasyonu
• öğretmen adayları
• Q metodolojisi

Kaynakça

1. Baharuldin, Z., Jamaluddin, S., & Shaharom, M. S. N. (2019). The Role of School Administrative Support and Primary School Teachers’ ICT Literacy to Integrate ICT into the Classrooms in Pahang, Malaysia. International Online Journal of Educational Leadership, 3(1), 26-42.
2. Bernard, R. M., Borokhovski, E., Schmid, R. F., & Tamim, R. M. (2018). Gauging the effectiveness of educational technology integration in education: What the best-quality meta-analyses tell us. Learning, design, and technology: An international compendium of theory, research, practice, and policy, 1-25.
3. Chauhan, S. (2017). A meta-analysis of the impact of technology on learning effectiveness of elementary students. Computers & Education, 105, 14-30.
4. Cheng, S. L., & Xie, K. (2018). The relations among teacher value beliefs, personal characteristics, and TPACK in intervention and non-intervention settings. Teaching and Teacher Education, 74, 98-113.
5. Cheng, S. L., Chen, S. B., & Chang, J. C. (2021). Examining the multiplicative relationships between teachers’ competence, value and pedagogical beliefs about technology integration. British Journal of Educational Technology, 52(2), 734-750.
6. Cheung, A. C., & Slavin, R. E. (2012). How features of educational technology applications affect student reading outcomes: A meta-analysis. Educational Research Review, 7(3), 198-215.
7. Ertmer, P. A. (1999). Addressing first-and second-order barriers to change: Strategies for technology integration. Educational Technology Research and Development, 47(4), 47-61.
8. Ertmer, P. A. (2005). Teacher pedagogical beliefs: The final frontier in our quest for technology integration?. Educational Technology Research and Development, 53(4), 25-39.

9. Ertmer, P. A., Ottenbreit-Leftwich, A. T., Sadik, O., Sendurur, E., & Sendurur, P. (2012). Teacher beliefs and technology integration practices: A critical relationship. Computers & Education, 59(2), 423-435.
10. Farjon, D., Smits, A., & Voogt, J. (2019). Technology integration of pre-service teachers explained by attitudes and beliefs, competency, access, and experience. Computers & Education, 130, 81-93.
11. Francom, G. M. (2020). Barriers to technology integration: A time-series survey study. Journal of Research on Technology in Education, 52(1), 1-16.
12. Goktas, Y., Yildirim, S., & Yildirim, Z. (2009). Main barriers and possible enablers of ICTs integration into pre-service teacher education programs. Journal of Educational Technology & Society, 12(1), 193-204.
13. Gülbahar, Y., & Güven, I. (2008). A survey on ICT usage and the perceptions of social studies teachers in Turkey. Educational Technology & Society, 11 (3), 37-51.
14. Habibi, A., Yusop, F. D., & Razak, R. A. (2020). The role of TPACK in affecting pre-service language teachers’ ICT integration during teaching practices: Indonesian context. Education and Information Technologies, 25(3), 1929-1949.
15. Harrell, S., & Bynum, Y. (2018). Factors affecting technology integration in the classroom. Alabama Journal of Educational Leadership, 5, 12-18.
16. Heath, M. K. (2017). Teacher-initiated one-to-one technology initiatives: How teacher self-efficacy and beliefs help overcome barrier thresholds to implementation. Computers in the Schools, 34(1-2), 88-106.
17. Hew, K. F., & Brush, T. (2007). Integrating technology into K-12 teaching and learning: Current knowledge gaps and recommendations for future research. Educational Technology Research and Development, 55(3), 223-252.
18. Higgins, K., Huscroft-D’Angelo, J., & Crawford, L. (2019). Effects of technology in mathematics on achievement, motivation, and attitude: A meta-analysis. Journal of Educational Computing Research, 57(2), 283-319.
19. Hillmayr, D., Ziernwald, L., Reinhold, F., Hofer, S. I., & Reiss, K. M. (2020). The potential of digital tools to enhance mathematics and science learning in secondary schools: A context-specific meta-analysis. Computers & Education, 153, 103897.
20. Ifinedo, E., Rikala, J., & Hämäläinen, T. (2020). Factors affecting Nigerian teacher educators’ technology integration: Considering characteristics, knowledge constructs, ICT practices and beliefs. Computers & Education, 146, 103760.
21. Kaya, G., & Usluel, Y. K. (2011). Öğrenme-öğretme süreçlerinde BİT entegrasyonunu etkileyen faktörlere yönelik içerik analizi. Dokuz Eylül Üniversitesi Buca Eğitim Fakültesi Dergisi, 31, 48-67.
22. Kilinc, E., Tarman, B., & Aydin, H. (2018). Examining turkish social studies teachers’ beliefs about barriers toTechnology integration. TechTrends, 62(3), 221-223.
23. Kim, H. J., Hong, A. J., & Song, H. D. (2018). The relationships of family, perceived digital competence and attitude, and learning agility in sustainable student engagement in higher education. Sustainability, 10(12), 4635.
24. Koh, J.H.L., Chai, C.S., & Lim, W.Y. (2017). Teacher professional development for TPACK21CL: Effects on Teacher ICT Integration and Student Outcomes. Journal of Educational Computing Research, 55(2), 172-196.
25. Kopcha, T. J., Neumann, K. L., Ottenbreit-Leftwich, A., & Pitman, E. (2020). Process over product: The next evolution of our quest for technology integration. Educational Technology Research and Development, 1-21.
26. Lundberg, A., de Leeuw, R., & Aliani, R. (2020). Using Q methodology: Sorting out subjectivity in educational research. Educational Research Review, 100361.
27. Makki, T. W., O'Neal, L. J., Cotten, S. R., & Rikard, R. V. (2018). When first-order barriers are high: A comparison of second-and third-order barriers to classroom computing integration. Computers & Education, 120, 90-97.
28. Meader, K., & Larwin, K. H. (2021). Exploring the Perceptions of Male Teachers About the Shortage of Male Elementary School Teachers: A Q Methodology. Journal of Education, 0022057421996243.
29. Mercader, C., & Gairín, J. (2020). University teachers' perception of barriers to the use of digital technologies: the importance of the academic discipline. International Journal of Educational Technology in Higher Education, 17(1), 1-14.
30. Murthy, S., Iyer, S., & Warriem, J. (2015). ET4ET: A Large-Scale Faculty Professional Development Program on Effective Integration of Educational Technology. Educational Technology & Society, 18 (3), 16–28.
31. Muslem, A., Yusuf, Y. Q., & Juliana, R. (2018). Perceptions and barriers to ICT use among English teachers in Indonesia. Teaching English with Technology, 18(1), 3-23.
32. Ottenbreit-Leftwich, A., Liao, J. Y. C., Sadik, O., & Ertmer, P. (2018). Evolution of teachers’ technology integration knowledge, beliefs, and practices: How can we support beginning teachers use of technology?. Journal of Research on Technology in Education, 50(4), 282-304.
33. Pareja Roblin, N., Tondeur, J., Voogt, J., Bruggeman, B., Mathieu, G., & van Braak, J. (2018). Practical considerations informing teachers’ technology integration decisions: the case of tablet PCs. Technology, Pedagogy and Education, 27(2), 165-181.
34. Raygan, A., & Moradkhani, S. (2020). Factors influencing technology integration in an EFL context: investigating EFL teachers’ attitudes, TPACK level, and educational climate. Computer Assisted Language Learning, 1-22.
35. Rieber, L. P. (2020). Q methodology in learning, design, and technology: an introduction. Educational Technology Research and Development, 68(5), 2529-2549.
36. Rienties, B., Brouwer, N., & Lygo-Baker, S. (2013). The effects of online professional development on higher education teachers’ beliefs and intentions towards learning facilitation and technology. Teaching and Teacher Education, 29, 122-131.
37. Rodl, J. E., Cruz, R. A., & Knollman, G. A. (2020). Applying Q methodology to teacher evaluation research. Studies in Educational Evaluation, 65, 100844.
38. Schmolck, P. (2014). PQ Method for Windows, Ver 2.35.
39. Seifu, K. (2020). Determinants of information and communication technology integration in teaching-learning process at Aksum University. Cogent Education, 7(1), 1824577.
40. Suárez-Rodríguez, J., Almerich, G., Orellana, N., & Díaz-García, I. (2018). A basic model of integration of ICT by teachers: competence and use. Educational Technology Research and Development, 66(5), 1165-1187.
41. Sung, P., & Akhtar, N. (2017). Exploring preschool teachers' perspectives on linguistic diversity: AQ study. Teaching and Teacher Education, 65, 157-170.
42. Taimalu, M., & Luik, P. (2019). The impact of beliefs and knowledge on the integration of technology among teacher educators: A path analysis. Teaching and Teacher Education, 79, 101-110.
43. Uslu, N. A. (2013). Öğrenme–Öğretme Süreçlerine Bilgi ve İletişim Teknolojilerinin Entegrasyonunu Sağlamaya Yönelik Yapının Modellenmesi.
44. Uslu, N. A., & Usluel, Y. K. (2016). A proposal for designing strategies and content in a professional development program ICT integratıon. Presented at International Technology, Education and Development Conference (INTED) 2016, March 7-9, Valencia, SPAIN.
45. Uslu, N. A., & Usluel, Y. K. (2019). Predicting technology integration based on a conceptual framework for ICT use in education. Technology, Pedagogy and Education, 28(5), 517-531.
46. Villalba, A., González-Rivera, M. D., & Díaz-Pulido, B. (2017). Obstacles Perceived by Physical Education Teachers to Integrating ICT. Turkish Online Journal of Educational Technology-TOJET, 16(1), 83-92.
47. Vongkulluksn, V. W., Xie, K., & Bowman, M. A. (2018). The role of value on teachers' internalization of external barriers and externalization of personal beliefs for classroom technology integration. Computers & Education, 118, 70-81.
48. Walker, B. B., Lin, Y., & McCline, R. M. (2018). Q methodology and Q-perspectives® online: Innovative research methodology and instructional technology. TechTrends, 62(5), 450-461.