The Relationship between Technological Pedagogical and Content Knowledge (TPACK) and Technology Integration Self Efficacy (TISE) of Biology Teachers


Yenni Soraya , Cut Nurmaliah , Khairil , Muhibbuddin , Safrida






Vol. 9 No. 8 (2023): August


Biology teacher, TISE, TPACK

Research Articles


How to Cite

Soraya, Y. ., Nurmaliah, C. ., Khairil, K., Muhibbuddin, M., & Safrida, S. (2023). The Relationship between Technological Pedagogical and Content Knowledge (TPACK) and Technology Integration Self Efficacy (TISE) of Biology Teachers. Jurnal Penelitian Pendidikan IPA, 9(8), 6688–6693.


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High school biology teachers' good TPACK and TISE abilities will affect students' Biology learning outcomes. This study aims to determine the TPACK and TISE abilities of high school biology teachers in Banda Aceh City. this research is a survey research with a quantitative approach with a correlational design. The population in this study were all high school biology teachers in Banda Aceh City and using the total sampling method, the total sample was 49 high school biology teachers. Data collection was carried out by means of questionnaires, interviews and observations. The TPACK questionnaire contains 36 question items and the TISE questionnaire contains 28 question items. For interviews there are 25 question items. TPACK observations contain 28 observation items and TISE contains 14 observation items. For correlation values between TPACK and TISE, the Pearson Product Moment correlation formula is used. Based on the results of the study, it is known that there is a significant and positive correlation between the TPACK and TISE abilities of biology teachers at public high schools in Banda Aceh City


Afari, E., Eksail, F. A. A., Khine, M. S., & Alaam, S. A. (2023). Computer self-efficacy and ICT integration in education: Structural relationship and mediating effects. Education and Information Technologies, 28(9), 12021–12037.

Almazroa, H., & Alotaibi, W. (2023). Teaching 21st Century Skills: Understanding the Depth and Width of the Challenges to Shape Proactive Teacher Education Programmes. Sustainability, 15(9), 7365.

Astuti, F. E. C., Paidi, Subali, B., Hapsari, N., Pradana, S. P., & Antony, M. K. (2019). TPACK Mastery of Biology Teachers: A Study Based on Teacher Gender. Journal of Physics: Conference Series, 1397(1), 012050.

Bahtiar, B., Yusuf, Y., Doyan, A., & Ibrahim, I. (2023). Trend of Technology Pedagogical Content Knowledge (TPACK) Research in 2012-2022: Contribution to Science Learning of 21st Century. Jurnal Penelitian Pendidikan IPA, 9(5), 39–47.

Chen, J., Li, D., & Xu, J. (2022). Sustainable Development of EFL Teachers’ Technological Pedagogical Content Knowledge (TPACK) Situated in Multiple Learning Activity Systems. Sustainability, 14(14), 8934.

Coman, C., Țîru, L. G., Meseșan-Schmitz, L., Stanciu, C., & Bularca, M. C. (2020). Online Teaching and Learning in Higher Education during the Coronavirus Pandemic: Students’ Perspective. Sustainability, 12(24), 10367.

Darling-Hammond, L., Flook, L., Cook-Harvey, C., Barron, B., & Osher, D. (2020). Implications for educational practice of the science of learning and development. Applied Developmental Science, 24(2), 97–140.

Dwivedi, Y. K., Kshetri, N., Hughes, L., Slade, E. L., Jeyaraj, A., Kar, A. K., Baabdullah, A. M., Koohang, A., Raghavan, V., Ahuja, M., Albanna, H., Albashrawi, M. A., Al-Busaidi, A. S., Balakrishnan, J., Barlette, Y., Basu, S., Bose, I., Brooks, L., Buhalis, D., … Wright, R. (2023). Opinion Paper: “So what if ChatGPT wrote it?†Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. International Journal of Information Management, 71, 102642.

Farida, I., & Setiawan, D. (2022). Business Strategies and Competitive Advantage: The Role of Performance and Innovation. Journal of Open Innovation: Technology, Market, and Complexity, 8(3), 163.

Hartman, R. J., Townsend, M. B., & Jackson, M. (2019). Educators’ perceptions of technology integration into the classroom: A descriptive case study. Journal of Research in Innovative Teaching & Learning, 12(3), 236–249.

Hershkovitz, A., Daniel, E., Klein, Y., & Shacham, M. (2023). Technology integration in emergency remote teaching: Teachers’ self-efficacy and sense of success. Education and Information Technologies.

Ibrohim, I., Purwaningsih, E., Munzil, M., Hidayanto, E., Sudrajat, A. K., Saefi, M., & Hassan, Z. B. (2022). Possible links between Indonesian science teacher’s TPACK perception and demographic factors: Self-reported survey. Eurasia Journal of Mathematics, Science and Technology Education, 18(9), em2146.

Ismail, M., Zubair, M., Alqadri, B., & Basariah, B. (2023). Integration of Technological Pedagogical and Content Knowledge in 21st Century Learning. Jurnal Penelitian Pendidikan IPA, 9(5), 2363–2367.

Iswadi, I., Yulisman, H., Samsuar, S., & Suryani, S. (2023). Between Gen X and Y: How Do Generational Differences Affect Science Teachers’ TPACK Abilities? Jurnal Penelitian Pendidikan IPA, 9(7), 5532–5539.

Keiler, L. S. (2018). Teachers’ roles and identities in student-centered classrooms. International Journal of STEM Education, 5(1), 34.

Kim, S., Raza, M., & Seidman, E. (2019). Improving 21st-century teaching skills: The key to effective 21st-century learners. Research in Comparative and International Education, 14(1), 99–117.

Malik, S., Rohendi, D., & Widiaty, I. (2019). Technological pedagogical content knowledge (TPACK) with information and communication technology (ICT) integration: A literature review. In 5th UPI International Conference on Technical and Vocational Education and Training (ICTVET 2018) (pp. 498-503). Atlantis Press.

Mishra, P., & Koehler, M. J. (2006). Technological Pedagogical Content Knowledge: A Framework for Teacher Knowledge. Teachers College Record: The Voice of Scholarship in Education, 108(6), 1017–1054.

Nuruzzakiah, N., Hasanuddin, H., Artika, W., Supriatno, S., & Rahmatan, H. (2022a). Competency Analysis of Technological Pedagogical and Content Knowledge (TPACK) Biology Teachers. Jurnal Penelitian Pendidikan IPA, 8(1), 325–335.

Oke, A., & Fernandes, F. A. P. (2020). Innovations in Teaching and Learning: Exploring the Perceptions of the Education Sector on the 4th Industrial Revolution (4IR). Journal of Open Innovation: Technology, Market, and Complexity, 6(2), 31.

Papanikolaou, K., Makri, K., & Roussos, P. (2017). Learning design as a vehicle for developing TPACK in blended teacher training on technology enhanced learning. International Journal of Educational Technology in Higher Education, 14(1), 34.

Randika, A., Sofendi, S., & Vianty, M. (2020). The Correlations among English Teachers’ TPACK, TISE, ITOE, and Teaching Implementation. Jurnal Pendidikan Progresif, 10(3), 513–525.

Reddy, P., Chaudhary, K., & Hussein, S. (2023). A digital literacy model to narrow the digital literacy skills gap. Heliyon, 9(4), e14878.

Sima, V., Gheorghe, I. G., Subić, J., & Nancu, D. (2020). Influences of the Industry 4.0 Revolution on the Human Capital Development and Consumer Behavior: A Systematic Review. Sustainability, 12(10), 4035.

Subagja, S., Rubini, B., & Kurniasih, S. (2023). Development of Interactive Multimedia Based on TPACK to Enhance Students’ Science Process Skills on Living Cell Matter. Jurnal Penelitian Pendidikan IPA, 9(5), 4055–4062.

Suryani, T., Rahayu, W., & Saptono, A. (2021). Development and Validation Technological Pedagogical Content Knowledge (TPACK) Instrument for Teacher Mathematics in Elementary School. International Journal of Multicultural and Multireligious Understanding, 8(8), 445.

Valladares, L. (2021). Scientific Literacy and Social Transformation: Critical Perspectives About Science Participation and Emancipation. Science & Education, 30(3), 557–587.

Valtonen, T., Eriksson, M., Kärkkäinen, S., Tahvanainen, V., Turunen, A., Vartiainen, H., Kukkonen, J., & Sointu, E. (2023). Emerging imbalance in the development of TPACK - A challenge for teacher training. Education and Information Technologies, 28(5), 5363–5383.

Wen, Y., Wu, L., He, S., Ng, N. H.-E., Teo, B. C., Looi, C. K., & Cai, Y. (2023). Integrating augmented reality into inquiry-based learning approach in primary science classrooms. Educational Technology Research and Development.

Author Biographies

Yenni Soraya, Studi Pendidikan BiologiProgram Pascasarjana, Universitas Syiah Kuala, Banda Aceh, Indonesia.

Cut Nurmaliah, Studi Pendidikan BiologiProgram Pascasarjana, Universitas Syiah Kuala, Banda Aceh, Indonesia.

Khairil, Studi Pendidikan BiologiProgram Pascasarjana, Universitas Syiah Kuala, Banda Aceh, Indonesia.

Muhibbuddin, Studi Pendidikan BiologiProgram Pascasarjana, Universitas Syiah Kuala, Banda Aceh, Indonesia.

Safrida, Studi Pendidikan BiologiProgram Pascasarjana, Universitas Syiah Kuala, Banda Aceh, Indonesia.


Copyright (c) 2023 Yenni Soraya, Cut Nurmaliah, Khairil, Muhibbuddin, Safrida

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