• Abbitt, J. T. (2011). Measuring technological pedagogical content knowledge in preservice teacher education: A review of current methods and instruments. Journal of Research on Technology in Education, 43(4), 281-300. https://doi.org/10.1080/15391523.2011.10782573
• Aktas, I., & Ozmen, H. (2020). Investigating the impact of TPACK development course on pre-service science teachers’ performances. Asia Pacific Education Review, 21(4), 667-682. https://doi.org/10.1007/s12564-020-09653-x
• Alrwaished, N., Alkandari, A., & Alhashem, F. (2017). Exploring in- and pre-service science and mathematics teachers’ technology, pedagogy, and content knowledge (TPACK): What next? EURASIA Journal of Mathematics, Science and Technology Education, 13(9), 6113-6131. https://doi.org/10.12973/eurasia.2017.01053a
• Archambault, L. M., & Barnett, J. H. (2010). Revisiting technological pedagogical content knowledge: Exploring the TPACK framework. Computers and Education, 55(4), 1656-1662. https://doi.org/10.1016/j.compedu.2010.07.009
• Archambault, L., & Crippen, K. (2009). Examining TPACK among K-12 online distance educators in the United States. Contemporary Issues in Technology and Teacher Education, 9(1), 71-88. https://doi.org/10.1080/0158791022000009213
• Arslan, Y. (2015). Determination of technopedagogical content knowledge competencies of preservice physical education teachers: A Turkish sample. Journal of Teaching in Physical Education, 34(2), 225-241. https://doi.org/10.1123/jtpe.2013-0054
• Baran, M. (2019). Identifying barriers when teaching science and mathematics in low economy regions: Swansea and Hakkari as case studies. Journal of Baltic Science Education, 18(6), 848-865. https://doi.org/10.33225/jbse/19.18.848
• Baroody, A. E. (2017). Exploring the contribution of classroom formats on teaching effectiveness and achievement in upper elementary classrooms. School Effectiveness and School Improvement, 28(2), 314-335. https://doi.org/10.1080/09243453.2017.1298629
• Berry, T. R., Spence, J. C., Blanchard, C. M., Cutumisu, N., Edwards, J., & Selfridge, G. (2010). A longitudinal and cross-sectional examination of the relationship between reasons for choosing a neighbourhood, physical activity and body mass index. International Journal of Behavioral Nutrition and Physical Activity, 7, 1-11. https://doi.org/10.1186/1479-5868-7-57
• Brandenburg, R., McDonough, S., Burke, J., & White, S. (2016). Teacher education: Innovation, intervention and impact. Springer. https://doi.org/10.1007/978-981-10-0785-9_10
• Calafato, R., & Paran, A. (2019). Age as a factor in Russian EFL teacher attitudes towards literature in language education. Teaching and Teacher Education, 79, 28-37. https://doi.org/10.1016/j.tate.2018.12.002
• Cetin-Berber, D., & Erdem, A. R. (2015). An investigation of Turkish pre-service teachers’ technological, pedagogical and content knowledge. Computers, 4(3), 234-250. https://doi.org/10.3390/computers4030234
• Chai, C. S., Koh, J. H. L., & Tsai, C. C. (2013). A review of technological pedagogical content knowledge. Educational Technology and Society, 16(2), 31-51.
• Chai, C. S., Koh, J. H. L., & Tsai, C. C. (2016). A review of the quantitative measures of technological pedagogical content knowledge (TPACK). In M. C. Herring, M. J. Koehler, & P. Mishra (Eds.), Handbook of technological pedagogical content knowledge (TPACK) for educators (pp. 87-106). Routledge. https://doi.org/10.4324/9781315771328
• Chingos, M. M., & Peterson, P. E. (2011). It’s easier to pick a good teacher than to train one: Familiar and new results on the correlates of teacher effectiveness. Economics of Education Review, 30(3), 449-465. https://doi.org/10.1016/j.econedurev.2010.12.010
• Cowman, M. C., & McCarthy, A. M. (2016). The impact of demographic and situational factors on training transfer in a health care setting. The Irish Journal of Management, 35(2), 129-142. https://doi.org/10.1515/ijm-2016-0009
• Creswell, J. W. (2012). Educational research: Planning, conducting, and evaluating quantitative and qualitative research. Pearson.
• Elias, S. M., Smith, W. L., & Barney, C. E. (2012). Age as a moderator of attitude towards technology in the workplace: Work motivation and overall job satisfaction. Behaviour & Information Technology, 31(5), 453-467. https://doi.org/10.1080/0144929X.2010.513419
• Epple, D., Figlio, D., & Romano, R. (2004). Competition between private and public schools: Testing stratification and pricing predictions. Journal of Public Economics, 88(7-8), 1215-1245. https://doi.org/10.1016/S0047-2727(02)00187-1
• Faisal, & Martin, S. N. (2019). Science education in Indonesia: Past, present, and future. Asia-Pacific Science Education, 5, 4. https://doi.org/10.1186/s41029-019-0032-0
• Farrell, I. K., & Hamed, K. M. (2017). Examining the relationship between technological pedagogical content knowledge (TPACK) and student achievement utilizing the Florida value-added model. Journal of Research on Technology in Education, 49(3-4), 161-181. https://doi.org/10.1080/15391523.2017.1328992
• Fleming, A., Mason, C., & Paxton, G. (2018). Discourses of technology, ageing and participation. Palgrave Communications, 4(1), 1-9. https://doi.org/10.1057/s41599-018-0107-7
• Frey, B. B. (2018). The SAGE encyclopedia of educational research, measurement, and evaluation. SAGE. https://doi.org/10.4135/9781506326139
• Greene, K. V, & Kang, B. G. (2004). The effect of public and private competition on high school outputs in New York State. Economics of Education Review, 23(5), 497-506. https://doi.org/10.1016/j.econedurev.2003.12.001
• Greenwald, R., Hedges, L. V., & Laine, R. D. (1996). The effect of school resources on student achievement. Review of Educational Research, 66(3), 361-396. https://doi.org/10.3102/00346543066003411
• Guner, H., & Acarturk, C. (2020). The use and acceptance of ICT by senior citizens: A comparison of technology acceptance model (TAM) for elderly and young adults. Universal Access in the Information Society, 19(2), 311-330. https://doi.org/10.1007/s10209-018-0642-4
• Harris, D. N., & Sass, T. R. (2011). Teacher training, teacher quality and student achievement. Journal of Public Economics, 95(7-8), 798-812. https://doi.org/10.1016/j.jpubeco.2010.11.009
• Heidarian, A. R., Kelarijani, S. E. J., Jamshidi, R., & Khorshidi, M. (2015). The relationship between demographic characteristics and motivational factors in the employees of social security hospitals in Mazandaran. Caspian Journal of Internal Medicine, 6(3), 170-174.
• Hosseini, Z., & Kamal, A. (2013). A survey on pre-service and in-service teachers’ perceptions of technological pedagogical content knowledge (TPCK). Malaysian Online Journal of Educational Technology, 1(2), 0-0.
• Huang, Y. M., Lin, Y. T., & Cheng, S. C. (2010). Effectiveness of a mobile plant learning system in a science curriculum in Taiwanese elementary education. Computers and Education, 54(1), 47-58. https://doi.org/10.1016/j.compedu.2009.07.006
• Johnson, P. G. (1962). The goals of science education. Theory into Practice, 1(5), 239-244. https://doi.org/10.1080/00405846209541817
• Joo, Y. J., Lim, K. Y., & Kim, N. H. (2016). The effects of secondary teachers’ technostress on the intention to use technology in South Korea. Computers and Education, 95, 114-122. https://doi.org/10.1016/j.compedu.2015.12.004
• Kadioglu-Akbulut, C., Cetin-Dindar, A., Kucuk, S., & Acar-Sesen, B. (2020). Development and validation of the ICT-TPACK-science scale. Journal of Science Education and Technology, 29(3), 355-368. https://doi.org/10.1007/s10956-020-09821-z
• Karaca, F. (2015). An investigation of preservice teachers’ technological pedagogical content knowledge based on a variety of characteristics. International Journal of Higher Education, 4(4), 128-136. https://doi.org/10.5430/ijhe.v4n4p128
• Klassen, R. M., & Chiu, M. M. (2010). Effects on teachers’ self-efficacy and job satisfaction: Teacher gender, years of experience, and job stress. Journal of Educational Psychology, 102(3), 741-756. https://doi.org/10.1037/a0019237
• Koehler, M. J., Mishra, P., & Yahya, K. (2007). Tracing the development of teacher knowledge in a design seminar: Integrating content, pedagogy and technology. Computers and Education, 49(3), 740-762. https://doi.org/10.1016/j.compedu.2005.11.012
• Koh, J. H. L., Chai, C. S., & Tsai, C. C. (2010). Examining the technological pedagogical content knowledge of Singapore pre-service teachers with a large-scale survey. Journal of Computer Assisted Learning, 26(6), 563-573. https://doi.org/10.1111/j.1365-2729.2010.00372.x
• Koh, Joyce Hwee Ling, Chai, C. S., & Tsai, C.-C. (2014). Demographic factors, TPACK constructs, and teachers’ perceptions of constructivist-oriented TPACK. Journal of Educational Technology & Society, 17(1), 185-196.
• Lederman, N. G., & Lederman, J. S. (2019). Teaching and learning nature of scientific knowledge: Is it Déjà vu all over again? Disciplinary and Interdisciplinary Science Education Research, 1(1), 1-9. https://doi.org/10.1186/s43031-019-0002-0
• Lee, S. W., & Lee, E. A. (2020). Teacher qualification matters: The association between cumulative teacher qualification and students’ educational attainment. International Journal of Educational Development, 77, 102208. https://doi.org/10.1016/j.ijedudev.2020.102218
• Letina, A. (2020). Development of students’ learning to learn competence in primary science. Education Sciences, 10(11), 1-14. https://doi.org/10.3390/educsci10110325
• Mahdi, H. S., & Al-Dera, A. S. (2013). The impact of teachers’ age, gender and experience on the use of information and communication technology in EFL teaching. English Language Teaching, 6(6), 57-67. https://doi.org/10.5539/elt.v6n6p57
• Maor, D. (2017). Using TPACK to develop digital pedagogues: A higher education experience. Journal of Computers in Education, 4(1), 71-86. https://doi.org/10.1007/s40692-016-0055-4
• Martono, N., Puspitasari, E., & Wardiyono, F. W. (2020). The strategy of second choice private schools to face education competitiveness. Jurnal Pendidikan Dan Kebudayaan [Journal of Education and Culture], 5(1), 1-12. https://doi.org/10.24832/jpnk.v5i1.1509
• McCoach, D. B., Gable, R. K., & Madura, J. P. (2013). Instrument development in the affective domain. Springer. https://doi.org/10.1007/978-1-4614-7135-6
• McKinnon, M., Barza, L., & Moussa-Inaty, J. (2013). Public versus private education in primary science: The case of Abu Dhabi schools. International Journal of Educational Research, 62, 51-61. https://doi.org/10.1016/j.ijer.2013.06.007
• Mishra, P., & Koehler, M. J. (2006). Technological pedagogical content knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), 1017-1054. https://doi.org/10.1111/j.1467-9620.2006.00684.x
• Mishra, P., & Koehler, M. J. (2008). Introducing technological pedagogical content knowledge. In Proceedings of the Annual Meeting of the American Educational Research Association. https://doi.org/10.1007/978-94-6209-497-0_95
• Mouza, C., Karchmer-Klein, R., Nandakumar, R., Yilmaz Ozden, S., & Hu, L. (2014). Investigating the impact of an integrated approach to the development of preservice teachers’ technological pedagogical content knowledge (TPACK). Computers and Education, 71, 206-221. https://doi.org/10.1016/j.compedu.2013.09.020
• Nazari, N., Nafissi, Z., Estaji, M., Marandi, S. S., & Wang, S. (2019). Evaluating novice and experienced EFL teachers’ perceived TPACK for their professional development. Cogent Education, 6, 1. https://doi.org/10.1080/2331186X.2019.1632010
• OECD. (2018). PISA 2018: Insight and interpretations. PISA 2018 Survey. https://www.oecd.org/pisa/PISA%202018%20Insights%20and%20Interpretations%20FINAL%20PDF.pdf
• Parmenter, B. H., Bumrungpert, A., & Thouas, G. A. (2021). Socio-demographic factors, beliefs and health perceptions associated with use of a commercially available Ω-3 fatty acid supplement: A cross-sectional study in Asian countries. Pharma Nutrition, 15, 100237. https://doi.org/10.1016/j.phanu.2020.100237
• Qian, Y., & Lehman, J. (2018). Using technology to support teaching computer science: A study with middle school students. EURASIA Journal of Mathematics, Science and Technology Education, 14(12), em1610. https://doi.org/10.29333/ejmste/94227
• Sa’adatu, S. L. (2013). Relationship between demographic factors and the performance of teacher education. International Letters of Social and Humanistic Sciences, 19(2010), 140-147. https://doi.org/10.18052/www.scipress.com/ilshs.19.140
• Sbhatu, D. B. (2021). Challenges of 20th century Ethiopian science education. Heliyon, 7(6), e07157. https://doi.org/10.1016/j.heliyon.2021.e07157
• Scherer, R., Tondeur, J., & Siddiq, F. (2017). On the quest for validity: Testing the factor structure and measurement invariance of the technology-dimensions in the technological, pedagogical, and content knowledge (TPACK) model. Computers and Education, 112, 1-17. https://doi.org/10.1016/j.compedu.2017.04.012
• Schmid, M., Brianza, E., & Petko, D. (2020). Developing a short assessment instrument for technological pedagogical content knowledge (TPACK.xs) and comparing the factor structure of an integrative and a transformative model. Computers and Education, 157, 103967. https://doi.org/10.1016/j.compedu.2020.103967
• Schmid, M., Brianza, E., & Petko, D. (2021). Self-reported technological pedagogical content knowledge (TPACK) of pre-service teachers in relation to digital technology use in lesson plans. Computers in Human Behavior, 115, 106586. https://doi.org/10.1016/j.chb.2020.106586
• Schmidt, D. A., Baran, E., Thompson, A. D., Mishra, P., Koehler, M. J., & Shin, T. S. (2009). Technological pedagogical content knowledge (TPACK): The development and validation of an assessment instrument for preservice teachers. Journal of Research on Technology in Education, 42(2), 123-149. https://doi.org/10.1080/15391523.2009.10782544
• Schumacker, R. E., & Lomax, R. G. (2015). A beginner’s guide to structural equation modeling. Routledge. https://doi.org/10.4324/9781315749105
• Shafer, S. M. (1990). Renovating science education. Western European Education, 22(2), 3-5. https://doi.org/10.2753/eue1056-493422023
• Shulman, L. S. (1986). Those who understand: A conception of teacher knowledge. American Educator, 10(1), 4-14. https://doi.org/10.3102/0013189X015002004
• Shulman, L. S. (1987). Knowledge and teaching: Foundations of the new reform. Harvard Educational Review, 57(1), 1-22. https://doi.org/10.17763/haer.57.1.j463w79r56455411
• Smith, R. C., Kim, S., & Mcintyre, L. (2016). Relationships between prospective middle grades mathematics Teachers’ beliefs and TPACK. Canadian Journal of Science, Mathematics and Technology Education, 16(4), 359-373. https:// doi.org/10.1080/14926156.2016.1189624
• Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics. Pearson.
• Valtonen, T., Sointu, E., Kukkonen, J., Kontkanen, S., Lambert, M. C., & Mäkitalo-Siegl, K. (2017). TPACK updated to measure pre-service teachers’ twenty-first century skills. Australasian Journal of Educational Technology, 33(3), 15-31. https://doi.org/10.14742/ajet.3518
• Wang, W., Schmidt-Crawford, D., & Jin, Y. (2018). Preservice teachers’ TPACK development: A review of literature. Journal of Digital Learning in Teacher Education, 34(4), 234-258. https://doi.org/10.1080/21532974.2018.1498039
• Wang, X., & Cheng, Z. (2020). Cross-sectional studies: Strengths, weaknesses, and recommendations. Chest, 158(1), S65-S71. https://doi.org/10.1016/j.chest.2020.03.012
• Werang, B. R., Lewaherilla, E. D., & Irianto, O. (2016). The effect of teachers’ socioeconomic status on elementary schools’ life in Indonesia: An empirical study in the elementary schools of Merauke district, Papua. International Journal of Research Studies in Management, 6(1), 23-37. https://doi.org/10.5861/ijrsm.2017.1657
• Willermark, S. (2018). Technological pedagogical and content knowledge: A review of empirical studies published from 2011 to 2016. Journal of Educational Computing Research, 56(3), 315-343. https://doi.org/10.1177/0735633117713114
• Yeh, Y. F., Chan, K. K. H., & Hsu, Y. S. (2021). Toward a framework that connects individual TPACK and collective TPACK: A systematic review of TPACK studies investigating teacher collaborative discourse in the learning by design process. Computers and Education, 171, 104238. https://doi.org/10.1016/j.compedu.2021.104238
• Yurdakul, I. K., Odabasi, H. F., Kilicer, K., Coklar, A. N., Birinci, G., & Kurt, A. A. (2012). The development, validity and reliability of TPACK-deep: A technological pedagogical content knowledge scale. Computers and Education, 58(3), 964-977. https://doi.org/10.1016/j.compedu.2011.10.012

APA

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. https://doi.org/10.29333/ejmste/12282

Vancouver

Ibrohim I, Purwaningsih E, Munzil M, Hidayanto E, Sudrajat AK, Saefi M, et al. Possible links between Indonesian science teacher’s TPACK perception and demographic factors: Self-reported survey. EURASIA J Math Sci Tech Ed. 2022;18(9):em2146. https://doi.org/10.29333/ejmste/12282

AMA

Ibrohim I, Purwaningsih E, Munzil M, et al. Possible links between Indonesian science teacher’s TPACK perception and demographic factors: Self-reported survey. EURASIA J Math Sci Tech Ed. 2022;18(9), em2146. https://doi.org/10.29333/ejmste/12282

Chicago

Ibrohim, Ibrohim, Endang Purwaningsih, Munzil Munzil, Erry Hidayanto, Ahmad Kamal Sudrajat, Muhammad Saefi, and Zainudin bin Hassan. "Possible links between Indonesian science teacher’s TPACK perception and demographic factors: Self-reported survey". Eurasia Journal of Mathematics, Science and Technology Education 2022 18 no. 9 (2022): em2146. https://doi.org/10.29333/ejmste/12282

Harvard

Ibrohim, I., Purwaningsih, E., Munzil, M., Hidayanto, E., Sudrajat, A. K., Saefi, M., and 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. https://doi.org/10.29333/ejmste/12282

MLA

Ibrohim, Ibrohim et al. "Possible links between Indonesian science teacher’s TPACK perception and demographic factors: Self-reported survey". Eurasia Journal of Mathematics, Science and Technology Education, vol. 18, no. 9, 2022, em2146. https://doi.org/10.29333/ejmste/12282