Abdulahi, A., Jalil, B., Lumpur, K., Samadi, M. B., & Gharleghi, B. (2014). A Study on the Negative Effects of Social Networking Sites Such as Facebook among Asia Pacific University Scholars in Malaysia. International Journal of Business and Social Science, 5(10). 

 

Abdulqader, M. M., & Almunsour, Y. Z. (2020). Investigating the Effects of Social Media on Higher Education with a Case Study. Journal of Information and Knowledge Management, 19(1), 1–11. https://doi.org/10.1142/S0219649220400237 

 

Ahmad, A. A., & Obeidallah, R. (2019). The impact of social networks on students’ academic achievement in practical programming labs. International Journal of Advanced Computer Science and Applications, 10(11), 56–61. https://doi.org/10.14569/IJACSA.2019.0101108 

 

Al-Rahmi, W. M., Alias, N., Othman, M. S., Marin, V. I., & Tur, G. (2018). A model of factors affecting learning performance through the use of social media in Malaysian higher education. Computers & Education, 121, 59–72. https://doi.org/https://doi.org/10.1016/j.compedu.2018.02.010 

 

Al-Rahmi, W. M., Othman, M. S., & Musa, M. A. (2014). The improvement of students’ academic performance by using social media through collaborative learning in malaysian higher education. Asian Social Science, 10(8), 210–221. https://doi.org/10.5539/ass.v10n8p210 

 

Al-rahmi, W. M., & Zeki, A. M. (2017). A model of using social media for collaborative learning to enhance learners ’ performance on learning. Journal of King Saud University - Computer and Information Sciences, 29(4), 526–535. https://doi.org/10.1016/j.jksuci.2016.09.002 

 

Alaslani, K., & Alandejani, M. (2020). Identifying factors that influence students performance through social networking sites: An exploratory case study. Heliyon, 6(4). https://doi.org/10.1016/j.heliyon.2020.e03686 

 

Alasmari, N. (n.d.). Mixed Methods Research: An Overview. International Journal of Social Science And Human Research. https://doi.org/10.47191/ijsshr/v3-i9-04 

 

Alenezi, W., & Brinthaupt, T. M. (2022). The Use of Social Media as a Tool for Learning: Perspectives of Students in the Faculty of Education at Kuwait University. Contemporary Educational Technology, 14(1), 1–18. https://doi.org/10.30935/cedtech/11476 

 

AlHaidari, Y. A. (2018). Exploring the use of social media in education from learners perspective. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10914 LNCS, 3–11. https://doi.org/10.1007/978-3-319-91485-5_1 

 

Ali, M., Ahmad, R., Bin, I., Yaacob, R., Nuri, M., Endut, A. Bin, & Langove, N. U. (2017). Strengthening the academic usage of social media : An exploratory study. Journal of King Saud University - Computer and Information Sciences, 29(4), 553–561. https://doi.org/10.1016/j.jksuci.2016.10.002 

 

Almalki, S. (2016). Integrating Quantitative and Qualitative Data in Mixed Methods Research—Challenges and Benefits. Journal of Education and Learning, 5(3), 288. https://doi.org/10.5539/jel.v5n3p288 

 

Alshuaibi, M. S. I., Alshuaibi, A. S. I., Shamsudin, F. M., & Arshad, D. A. (2018). Use of social media, student engagement, and academic performance of business students in Malaysia. International Journal of Educational Management, 32(4), 625–640. https://doi.org/10.1108/IJEM-08-2016-0182 

 

Ansari, J. A. N., & Khan, N. A. (2020). Exploring the role of social media in collaborative learning the new domain of learning. Smart Learning Environments, 7(1). https://doi.org/10.1186/s40561-020-00118-7 

 

Arkorful, V., & Abaidoo, N. (2015). The role of e-learning, advantages and disadvantages of its adoption in higher education. International Journal of Instructional Technology and Distance Learning, 12(1), 29–42. 

 

Badri, M., Al, A., Guang, Y., & Al, A. (2017). Telematics and Informatics School performance , social networking effects , and learning of school children : Evidence of reciprocal relationships in Abu Dhabi. Telematics and Informatics, 34(8), 1433–1444. https://doi.org/10.1016/j.tele.2017.06.006 

 

Bajpai, P., & Maneesha. (2018). Analyzing Effect of Social Media on Academic Performance of University Graduates. ACM International Conference Proceeding Series, 40–44. https://doi.org/10.1145/3234825.3234830 

 

Balakrishnan, V., & Gan, C. L. (2016). Students’ learning styles and their effects on the use of social media technology for learning. Telematics and Informatics, 33(3), 808–821. https://doi.org/10.1016/j.tele.2015.12.004 

 

Bannigan, K., & Watson, R. (2009). Reliability and validity in a nutshell. Journal of Clinical Nursing, 18(23), 3237–3243. https://doi.org/10.1111/j.1365-2702.2009.02939.x 

 

Bardakci, S. (2019). Exploring high school students’ educational use of youtube. International Review of Research in Open and Distance Learning, 20(2), 260–278. 

 

Barrot, J. S. (2018). Facebook as a learning environment for language teaching and learning: A critical analysis of the literature from 2010 to 2017. Journal of Computer Assisted Learning, 34(6), 863–875. https://doi.org/10.1111/jcal.12295 

 

Bernard, K. J., & Dzandza, P. E. (2018). Effect of social media on academic 

performance of students in Ghanaian Universities: A case study of University of Ghana, Legon. Library Philosophy and Practice, 2018. 

 

Bicen, H., & Cavus, N. (2010). The most preferred social network sites by students. Procedia - Social and Behavioral Sciences, 2(2), 5864–5869. https://doi.org/10.1016/j.sbspro.2010.03.958 

 

Bin, K., Saad, M., Am, J. P., Sultan, P., & Mu’adzam Shah, A. H. (2022). Youtube Sebagai Medium Pembelajaran Kolaboratif Simulasi Dalam Kursus Kelab (MPU24021) Politeknik Malaysia. Journal on Technical and Vocational Education (JTVE), 7(June), 128–0821. http://upikpolimas.edu.my/ojs/ 

 

Boahene, K. O., Fang, J., & Sampong, F. (2019). Social media usage and tertiary students’ academic performance: Examining the influences of academic self-efficacy and innovation characteristics. Sustainability (Switzerland), 11(8), 1–17. https://doi.org/10.3390/su11082431 

 

Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa 

 

Busalim, A. H., Masrom, M., & Binti Wan Zakaria, W. N. (2019). The impact of Facebook Addiction and self-esteem on students’ academic performance: A multi-group analysis. Computers and Education, 142. https://doi.org/10.1016/j.compedu.2019.103651 

 

Canals, L. (2017). Instruments for gathering data. Qualitative Approaches to Research on Plurilingual Education / Enfocaments Qualitatius per a La Recerca En Educació Plurilingüe / Enfoques Cualitativos Para La Investigación En Educación Plurilingüe, 390–401. https://doi.org/10.14705/rpnet.2017.emmd2016.637 

 

Chuah, K. M. (2013). Aplikasi media sosial dalam pembelajaran Bahasa Inggeris: Persepsi pelajar universiti. Issues in Language Studies, 2(1), 56–63. https://doi.org/10.33736/ils.1680.2013 

 

Chugh, R., & Ruhi, U. (2018). Social media in higher education: A literature review of Facebook. Education and Information Technologies, 23(2), 605–616. https://doi.org/10.1007/s10639-017-9621-2 

 

Chukwuere, J. E. (2021). Understanding the impacts of social media platforms on students’ academic learning progress. Review of International Geographical Education (RIGEO), 11(9), 2671–2677. www.rigeo.org 

 

Clarke, V., & Braun, V. (2013). Teaching thematic analysis. Psychologist, 26(2), 120–123. 

 

Clarke, V., & Braun, V. (2017). Thematic analysis. Journal of Positive Psychology, 12(3), 297–298. https://doi.org/10.1080/17439760.2016.1262613 

 

DeCoito, I., & Estaiteyeh, M. (2022). Online teaching during the COVID-19 pandemic: exploring science/STEM teachers’ curriculum and assessment practices in Canada. Disciplinary and Interdisciplinary Science Education Research, 4(1). https://doi.org/10.1186/s43031-022-00048-z 

 

Demirbilek, M., & Talan, T. (2018). The effect of social media multitasking on classroom performance. Active Learning in Higher Education, 19(2), 117–129. https://doi.org/10.1177/1469787417721382 

 

Doleck, T., Lajoie, S. P., & Bazelais, P. (2019). Social networking and academic performance: A net benefits perspective. Education and Information Technologies, 24(5), 3053–3073. https://doi.org/10.1007/s10639-019-09913-3 

 

DONGKE, P., & SANNUSI, S. N. (2021). Social Media Use among University Students in Malaysia during the COVID-19 Pandemic. Higher Education and Oriental Studies, 1(4), 17–25. https://doi.org/10.54435/heos.v1i4.28 

 

El Khuluqo, I., Ghani, A. R. A., & Fatayan, A. (2021). Postgraduate students’ perspective on supporting “learning from home” to solve the covid-19 pandemic. International Journal of Evaluation and Research in Education, 10(2), 615–623. https://doi.org/10.11591/ijere.v10i2.21240 

 

Etikan, I. (2016). Comparison of Convenience Sampling and Purposive Sampling. American Journal of Theoretical and Applied Statistics, 5(1), 1. https://doi.org/10.11648/j.ajtas.20160501.11 

 

Galvin, S., & Greenhow, C. (2020). Writing on Social Media: a Review of Research in the High School Classroom. TechTrends, 64(1), 57–69. https://doi.org/10.1007/s11528-019-00428-9 

 

Gill, S. L. (2020). Qualitative Sampling Methods. Journal of Human Lactation, 36(4), 579–581. https://doi.org/10.1177/0890334420949218 

 

Gora, A. D., & Sisodia, S. S. (2021). Utilization Pattern of Social Media among the Postgraduate Students. Indian Res. J. Ext. Edu, 21(3), 26–32. 

 

Greenhow, C., & Chapman, A. (2020). Social distancing meet social media: digital tools for connecting students, teachers, and citizens in an emergency. Information and Learning Science, 121(5–6), 331–342. https://doi.org/10.1108/ILS-04-2020-0134 

 

Greenhow, C., & Galvin, S. (2020). Teaching with social media: evidence-based strategies for making remote higher education less remote. Information and Learning Science, 121(7–8), 513–524. https://doi.org/10.1108/ILS-04-2020-0138 

 

Gulzar, M. A., Ahmad, M., Hassan, M., & Rasheed, M. I. (2021). How social media use is related to student engagement and creativity: investigating through the lens of intrinsic motivation. Behaviour and Information Technology, 0(0), 1–

11. https://doi.org/10.1080/0144929X.2021.1917660 

 

Harrath, Y., & Alobaidy, H. (2016). Impact of social networking sites on student academic performance: The case of University of Bahrain. Journal of Cases on Information Technology, 18(2), 35–50. https://doi.org/10.4018/JCIT.2016040103 

 

Huang, C. (2018). SC. Computers & Education. https://doi.org/10.1016/j.compedu.2017.12.010 

 

Hunston, S., & Oakey, D. (2020). Designing a questionnaire. In Introducing Applied Linguistics (pp. 163–170). Routledge. https://doi.org/10.4324/9780203875728-26 

 

Ige, O. A. (2020). What we do on social media! Social representations of schoolchildren’s activities on electronic communication platforms. Heliyon, 6(8). https://doi.org/10.1016/j.heliyon.2020.e04584 

 

Ihmeideh, F., & Alkhawaldeh, M. (2017). PT US. Children and Youth Services Review, 2016. https://doi.org/10.1016/j.childyouth.2017.04.013 

 

In, J. (2017). Introduction of a pilot study. Korean Journal of Anesthesiology, 70(6), 601–605. https://doi.org/10.4097/kjae.2017.70.6.601 

 

Interviews and Questionnaires as Legal Research Instruments. (2019). Journal of Law, Policy and Globalization. https://doi.org/10.7176/jlpg/83-08 

 

Jabbar, J., Malik, S. I., AlFarsi, G., & Tawafak, R. M. (2021). The Impact of WhatsApp on Employees in Higher Education. In Studies in Systems, Decision and Control (Vol. 295). https://doi.org/10.1007/978-3-030-47411-9_34 

 

Jilcha Sileyew, K. (2020). Research Design and Methodology. In Cyberspace. IntechOpen. https://doi.org/10.5772/intechopen.85731 

 

Kapoor, A., Tiwari, V., & Kapoor, A. (2019). Teaching Undergraduates Beyond the Classroom: Use of WhatsApp. Indian Pediatrics, 56(11), 967–969. https://doi.org/10.1007/s13312-019-1664-6 

 

Karim, S., He, H., Mallah, G. A., Laghari, A. A., Madiha, H., & Larik, R. S. A. (2019). The impact of using facebook on the academic performance of university students. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Vol. 11634 LNCS. https://doi.org/10.1007/978-3-030-24271-8_37 

 

Kemp, S. E., Ng, M., Hollowood, T., & Hort, J. (2017). Introduction to Descriptive Analysis. In Descriptive Analysis in Sensory Evaluation (pp. 3–39). wiley. https://doi.org/10.1002/9781118991657.ch1 

 

Kilani, M. Al, & Kobziev, V. (2016). An Overview of Research Methodology in 

Information System (IS). OALib, 03(11), 1–9. https://doi.org/10.4236/oalib.1103126 

 

Kirin, A., Sharifuddin, A., Rahim, M. H. A., & ... (2022). Impak Negatif Media Sosial Terhadap Akademik Pelajar: Kajian Kes Pelajar UTHM. Human …, June. https://doi.org/10.30880/hsp.2022.02.01.003 

 

Koh, J. H. L., & Daniel, B. K. (2022). Shifting online during COVID-19: A systematic review of teaching and learning strategies and their outcomes. International Journal of Educational Technology in Higher Education, 19(1). https://doi.org/10.1186/s41239-022-00361-7 

 

Kumar Swain, R., & Pati, A. K. (2019). Use of social networking sites (SNSs) and its repercussions on sleep quality, psychosocial behavior, academic performance and circadian rhythm of humans–a brief review. Biological Rhythm Research. https://doi.org/10.1080/09291016.2019.1620487 

 

Kutu, J. O., & Kutu, F. I. (2022). The use of social media for academic purposes by postgraduate information studies students : a case of University of KwaZulu- Natal South Africa. Library Philosophy and Practice, 1(March), 1–30. https://digitalcommons.unl.edu/libphilprac/6917 

 

Laal, M., & Laal, M. (2012). Collaborative learning: What is it? Procedia - Social and Behavioral Sciences, 31(December 2012), 491–495. https://doi.org/10.1016/j.sbspro.2011.12.092 

 

Lewohl, J. M. (2023). Exploring student perceptions and use of face - to - face classes , technology - enhanced active learning , and online resources. International Journal of Educational Technology in Higher Education. https://doi.org/10.1186/s41239-023-00416-3 

 

Loeb, S., Dynarski, S., McFarland, D., Morris, P., Reardon, S., & Reber, S. (2017). Descriptive analysis in education: A guide for researchers. U.S. Department of Education, Institute of Education Sciences. National Center for Education Evaluation and Regional Assistance, March, 1–40. https://eric.ed.gov/?id=ED573325 

 

Lowe, N. K. (2019). What Is a Pilot Study? JOGNN - Journal of Obstetric, Gynecologic, and Neonatal Nursing, 48(2), 117–118. https://doi.org/10.1016/j.jogn.2019.01.005 

 

Luo, J., Liang, L., & Li, H. (2020). The Divergent Roles of Social Media in Adolescents’ Academic Performance. Journal of Research in Childhood Education, 34(2), 167–182. https://doi.org/10.1080/02568543.2019.1703124 

 

Mahdiuon, R., Salimi, G., & Raeisy, L. (2020). Effect of social media on academic engagement and performance: Perspective of graduate students. Education and Information Technologies, 25(4), 2427–2446. https://doi.org/10.1007/s10639-019-10032-2. 

 

Mahir Tahrir Salih Mohammed, Faridah Ibrahim, & Norzita Yunus. (2021). Exploring The Relationship of Social Media Usage and Multitasking of Social Media on Self-Efficacy and Academic Performance. Jurnal Komunikasi: Malaysian Journal of Communication, 37(1), 227–243. 

 

Manca, S. (2020). Snapping, pinning, liking or texting: Investigating social media in higher education beyond Facebook. Internet and Higher Education, 44. https://doi.org/10.1016/j.iheduc.2019.100707 

 

Manikandan, S. (2011). Frequency distribution. In Journal of Pharmacology and Pharmacotherapeutics (Vol. 2, Issue 1, pp. 54–56). https://doi.org/10.4103/0976-500X.77120 

 

Mannan, S. E., Parvej, M. I., Tabassum, M., & Ahmed, F. (2020). Undergraduate and Postgraduate Education During Lockdown Due to COVID-19 Pandemic in Bangladesh. Budapest International Research and Critics in Linguistics and Education (BirLE) Journal, 3(4), 2177–2184. https://doi.org/10.33258/birle.v3i4.1492 

 

Mazni, M. M., Aini, N., Ahyan, M., Jambari, H., Hazirah, N., Seth, N., & Pairan, M. R. (2023). Persepsi Pelajar Tahun Akhir Bidang TVET Terhadap Penggunaan Media Sosial dalam Pengajaran dan Pembelajaran Pengenalan. 7(1), 28–41. 

 

Miller, A. M., Morgan, W. J., & Koronkiewicz, B. (2019). Like or Tweet: Analysis of the Use of Facebook and Twitter in the Language Classroom. TechTrends, 63(5), 550–558. https://doi.org/10.1007/s11528-018-0341-2 

 

Mishra, P., Pandey, C. M., Singh, U., Gupta, A., Sahu, C., & Keshri, A. (2019). Descriptive statistics and normality tests for statistical data. Annals of Cardiac Anaesthesia, 22(1), 67–72. https://doi.org/10.4103/aca.ACA_157_18 

 

Moongela, H., & McNeill, J. (2017). Perceptions of social media on students’ academic engagement in tertiary education. ACM International Conference Proceeding Series, Part F1308. https://doi.org/10.1145/3129416.3129423 

 

Murairwa, Stanley. (2015). Voluntary Sampling Design. 4. 185-200. 

 

Nasrullah, S., & Firdouse Rahman Khan, M. (2019). Examining the impact of social media on the academic performances of saudi students-case study: Prince sattam bin abdul aziz university. Humanities and Social Sciences Reviews, 7(5), 851–861. https://doi.org/10.18510/hssr.2019.75111 

 

Nassaji, H. (2015). Qualitative and descriptive research: Data type versus data analysis. Language Teaching Research, 19(2), 129–132. https://doi.org/10.1177/1362168815572747 

 

Ngahdiman, I. N., & Razak, R. R. (2021). Hubungan antara Ketagihan Media Sosial dengan Pencapaian Akademik: Kajian di Fakulti Ekologi Manusia, Universiti Putra Malaysia (UPM). Malaysian Journal of Social Sciences and Humanities 

(MJSSH), 6(7), 54–62. https://doi.org/10.47405/mjssh.v6i7.878 

 

Niu, L. (2019). Using Facebook for Academic Purposes: Current Literature and Directions for Future Research. Journal of Educational Computing Research, 56(8), 1384–1406. https://doi.org/10.1177/0735633117745161 

 

Noemy, M. S., Inés G., R., Cristina, I. G., & Patricia, A. P. (2017). Exploring Academic Performance: Looking beyond Numerical Grades. Universal Journal of Educational Research, 5(7), 1105–1112. https://doi.org/10.13189/ujer.2017.050703 

 

Nowell, L. S., Norris, J. M., White, D. E., & Moules, N. J. (2017). Thematic Analysis: Striving to Meet the Trustworthiness Criteria. International Journal of Qualitative Methods, 16(1). https://doi.org/10.1177/1609406917733847 

 

Nurul Shakirah binti Mohd Zawawi, & Intan Shafinaz binti Mohammad. (2019). Media sosial sebagai medium perkongsian maklumat dan pembelajaran kendiri dalam pengajaran dan pembelajaran. E-Jurnal Liga Ilmu Serantau 2019: Malaysia Indonesia (LIS 2019), 2(September 2019), 42–60. 

 

Osatuyi, B. J., & Passerini, K. (2016). Twittermania: Understanding how social media technologies impact engagement and academic performance of a new generation of learners. Communications of the Association for Information Systems, 39(1), 509–528. 

 

Othman, R., & Alias, N. E. (2017). the Intention To Use Social Media in Higher Learning Institution. Ir.Uitm.Edu.My, 1–10. http://ir.uitm.edu.my/id/eprint/29947/ 

 

Pomfowaa, G., Dotse, J. A., & Journal, M. (2023). The Use of Social Media as a Means of Information Dissemination among Postgraduate Students : A Case of the University of Mines and Technology ( UMaT ), Tarkwa *. 1. 

 

Prahani, B. K., Alfin, J., Fuad, A. Z., Saphira, H. V., Hariyono, E., & Suprapto, N. (2022). Learning Management System (LMS) Research During 1991–2021: How Technology Affects Education. International Journal of Emerging Technologies in Learning, 17(17), 28–49. https://doi.org/10.3991/ijet.v17i17.30763 

 

Purvis, A. J., Rodger, H. M., & Beckingham, S. (2020). Experiences and perspectives of social media in learning and teaching in higher education. International Journal of Educational Research Open, 1. https://doi.org/10.1016/j.ijedro.2020.100018 

 

Ragab, M. A., & Arisha, A. (2017). Research Methodology in Business: A Starter’s Guide. Management and Organizational Studies, 5(1), 1. https://doi.org/10.5430/mos.v5n1p1 

 

Ramos-Pla, A., Reese, L., Arce, C., Balladares, J., & Fiallos, B. (2022). Teaching Online: Lessons Learned about Methodological Strategies in Postgraduate 

Studies. Education Sciences, 12(10). https://doi.org/10.3390/educsci12100688 

 

Romero-Rodríguez, J.-M., Rodríguez-Jiménez, C., Navas-Parejo, M. R., Marín-Marín, J.-A., & Gómez-García, G. (2020). Use of instagram by pre-service teacher education: Smartphone habits and dependency factors. International Journal of Environmental Research and Public Health, 17(11), 1–10. https://doi.org/10.3390/ijerph17114097 

 

Santoveña-Casal, S. (2019). The impact of social media participation on academic performance in undergraduate and postgraduate students. International Review of Research in Open and Distance Learning, 20(1), 126–143. 

 

Schunk, D. H., & Meece, J. L. (Eds.). (1992). Student perceptions in the classroom. Lawrence Erlbaum Associates, Inc. 

 

Selvanathan, M., Hussin, N. A. M., & Azazi, N. A. N. (2020). Students learning experiences during COVID-19: Work from home period in Malaysian Higher Learning Institutions. Teaching Public Administration, December. https://doi.org/10.1177/0144739420977900 

 

Shahzad, A., Hassan, R., Aremu, A. Y., Hussain, A., & Lodhi, R. N. (2021). Effects of COVID-19 in E-learning on higher education institution students: the group comparison between male and female. Quality and Quantity, 55(3), 805–826. https://doi.org/10.1007/s11135-020-01028-z 

 

Shi, C., Yu, L., Wang, N., Cheng, B., & Cao, X. (2020). Effects of social media overload on academic performance: a stressor–strain–outcome perspective. Asian Journal of Communication, 30(2), 179–197. https://doi.org/10.1080/01292986.2020.1748073 

 

Siedlecki, S. L. (2020). Understanding Descriptive Research Designs and Methods. Clinical Nurse Specialist, 34(1), 8–12. https://doi.org/10.1097/NUR.0000000000000493 

 

Smith, E. E. (2016). “A real double-edged sword:” Undergraduate perceptions of social media in their learning. Computers and Education, 103, 44–58. https://doi.org/10.1016/j.compedu.2016.09.009 

 

Steinsbekk, S., Wichstr, L., Stenseng, F., & Nesi, J. (2021). Computers in Human Behavior The impact of social media use on appearance self-esteem from childhood to adolescence – A 3-wave community study. 114(7491). https://doi.org/10.1016/j.chb.2020.106528 

 

Tafesse, W. (2022). Social networking sites use and college students’ academic performance: testing for an inverted U-shaped relationship using automated mobile app usage data. International Journal of Educational Technology in Higher Education, 19(1). https://doi.org/10.1186/s41239-022-00322-0 

 

Taherdoost, H. (2018). Sampling Methods in Research Methodology; How to Choose a Sampling Technique for Research. SSRN Electronic Journal. 

https://doi.org/10.2139/ssrn.3205035 

 

Tarigan, I. M., Kurnia Harahap, M. A., Sari, D. M., Sakinah, R. D., & Almaududi Ausat, A. M. (2023). Understanding Social Media: Benefits of Social Media for Individuals. Jurnal Pendidikan Tambusai, 7(1), 2317–2322. https://jptam.org/index.php/jptam/article/view/5559 

 

Van Den Beemt, A., Thurlings, M., & Willems, M. (2020). Towards an understanding of social media use in the classroom: a literature review. Technology, Pedagogy and Education, 29(1), 35–55. https://doi.org/10.1080/1475939X.2019.1695657 

 

van Griethuijsen, R. A. L. F., van Eijck, M. W., Haste, H., den Brok, P. J., Skinner, N. C., Mansour, N., Gencer, A. S., & BouJaoude, S. (2015). Global patterns in students’ views of science and interest in science. Research in Science Education, 45(4), 581–603. https://doi.org/10.1007/s11165-014-9438-6 

 

Wong, A., Ho, S., Olusanya, O., Antonini, M. V., & Lyness, D. (2021). The use of social media and online communications in times of pandemic COVID-19. Journal of the Intensive Care Society, 22(3), 255–260. https://doi.org/10.1177/1751143720966280 

 

Yadav, R., Tiruwa, A., & Suri, P. K. (2017). Internet based learning (IBL) in higher education: A literature review. Journal of International Education in Business, 10(2), 102–129. https://doi.org/10.1108/JIEB-10-2016-0035 

 

Yusop, F. D., & Sumari, M. (2013). The Use of Social Media Technologies among Malaysian Youth. Procedia - Social and Behavioral Sciences, 103, 1204–1209. https://doi.org/10.1016/j.sbspro.2013.10.448 

 

Zachos, G., Paraskevopoulou-Kollia, E.-A., & Anagnostopoulos, I. (2018). Social media use in higher education: A review. Education Sciences, 8(4). https://doi.org/10.3390/educsci8040194 

 

Zohrabi, M. (2013). Mixed method research: Instruments, validity, reliability and reporting findings. Theory and Practice in Language Studies, 3(2), 254–262. https://doi.org/10.4304/tpls.3.2.254-262