3. Ali, M., Khan, S., & Hussain, A. (2023). Online survey tools in educational research: Benefits and
limitations. International Journal of Education and Development, 8(2), 45–56.
https://doi.org/10.1234/ijed.2023.08245
4. Apuke, O. D. (2017). Quantitative research methods: A synopsis approach. Arabian Journal of Business and
Management Review (Kuwait Chapter), 6(10), 40–47. https://doi.org/10.12816/0040336
5. Azmi, S. F., Ma’rof, A. A., Abdullah, H., & Zarimohzzabeih, Z. (2023). Culture and communication styles:
Collectivism vs individualism—Malaysian perspectives. International Journal of Academic Research in
Business and Social Sciences, 13(16). https://doi.org/10.6007/IJARBSS/v13-i16/18738
6. Chen, X., He, J., Swanson, E., Cai, Z., & Fan, X. (2022). Big Five personality traits and second-language
learning: A meta-analysis of 40 years’ research. Educational Psychology Review, 34, 851–887.
https://doi.org/10.1007/s10648-021-09641-6
7. Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods
approaches (5th ed.). SAGE Publications.
8. Dragojevic, M., Gasiorek, J., & Giles, H. (2016). Accommodative strategies as core of the theory. In H.
Giles (Ed.), Communication Accommodation Theory: Negotiating Personal Relationships and Social
Identities across Contexts (pp. 36–59). Cambridge University Press.
https://doi.org/10.1017/CBO9781316226537
9. Estremera, M. L. (2024). Content validity and reliability of questionnaires: Trends, prospects and innovation
in the digital research epoch. ASEAN Innovative and Transformative Education Journal, 1(1), 1–10.
https://www.researchgate.net/publication/378309862_Content_validity_and_reliability_of_questionnaires
10. Giles, H., & Ogay, T. (2007). Communication Accommodation Theory. In B. B. Whaley & W. Samter
(Eds.), Explaining Communication: Contemporary Theories and Exemplars (pp. 293–310). Lawrence
Erlbaum. https://psycnet.apa.org/record/2006-21534-016
11. Hadiani, D., & Ariyani, E. D. (2021). Students’ verbal and nonverbal communication patterns: A gender
perspective. Proceedings of ICAST-SS 2020. https://doi.org/10.2991/assehr.k.210424.054
12. Keelson, S. A., Addo, J. O., & Dodor, A. (2024). The influence of lecturer non-verbal cues on student
perceptions of teaching quality: The role of gender and age. Cogent Education, 11(1), 2325788.
https://doi.org/10.1080/2331186X.2024.2325788
13. Lin, Y., Ding, H., & Zhang, Y. (2021). Unisensory and multisensory Stroop effects modulate gender
differences in verbal and nonverbal emotion perception. Journal of Speech, Language, and Hearing
Research, 64, 4439–4457. https://doi.org/10.1044/2021_JSLHR-20-00338
14. Masuwai, A., Zulkifli, H., & Hamzah, M. I. (2024). Evaluation of content validity and face validity of
secondary school Islamic education teacher self-assessment instrument. Cogent Education, 11(1), 2308410.
https://doi.org/10.1080/2331186X.2024.2308410
15. Mednick, J. (2022, August 24). National Education Association. The importance of positive body language
in the classroom. https://www.nea.org/advocating-for-change/new-from-nea/bring-positive-body-language-
classroom
16. Muhamad, M., Goh, H. S., Khaja, F. N. M., Tahir, M. H. M., & Saputra, S. (2024). Malaysian rural ESL
learners’ perceived English language proficiency. Arab World English Journal, 15(2), 274–287.
https://dx.doi.org/10.24093/awej/vol15no2.17
17. Noor, S., Tajik, O., & Golzar, J. (2022). Simple random sampling. International Journal of Education &
Language Studies, 1(2), 78–82. https://doi.org/10.22034/ijels.2022.162982
18. Rahman, M., Karim, A., & Sultana, S. (2023). Digital tools for language research: A review of Google
Forms in data collection. Asian Journal of Education and Social Studies, 41(3), 12–20.
https://doi.org/10.9734/ajess/2023/v41i31000
19. Razawi, N. A., & Mohamad, F. (2024). Investigating ESL students’ use of socio-affective strategies to
enhance speaking motivation and speech fluency at a public university in Malaysia. Asian People Journal,
7(2). https://doi.org/10.37231/apj.2024.7.2.586
20. Saberi, M., DiPaola, S., & Bernardet, U. (2021). Expressing personality through non-verbal behaviour in
real-time interaction. Frontiers in Psychology, 12, 660895. https://doi.org/10.3389/fpsyg.2021.660895
21. Sari, D., & Wahyuni, R. (2022). The effectiveness of Google Forms in collecting quantitative data for EFL
research. Journal of Language Teaching and Research, 13(4), 789–796. https://doi.org/10.17507/jltr.1304.15
22. Soltani Khabooshan, H., & Saeedirad, M. A. (2022). EFL learners’ personality types and writing
anxiety. Higher Education Studies, 12(2), 160–170. https://files.eric.ed.gov/fulltext/EJ1364958.pdf