FACTORS AFFECTING ONLINE LEARNING MEDIA DURING THE COVID-19 PANDEMIC AT SCHOOL BATAM CITY STATE BASIS
Keywords:
Teaching Methods, Teaching Materials, Student Behavior, Learning Facilities, Use of Media Learning, Time Utilization, Online Learning Media.Abstract
This study was conducted to determine the effect of teaching method variables, use of learning media, teaching materials, time utilization, student behavior, and learning facilities on online learning media variables during the Covid-19 pandemic, the study population was 5,975 teachers spread across 144 schools. Based on the State of Batam City, the sampling method according to Hair et al., (2014) in this study there are 45 question items, so the sample required is a minimum of 45 x 5 = 225 respondents. took 30 days to distribute the questionnaires that were distributed via the Google Form link, after the data was collected and then processed and analyzed further researchers. Based on data analysis, it shows the results of hypothesis testing as has been shown in the t test results that the variables of teaching methods, teaching materials, student behavior and learning facilities have a significant effect, while the variables of learning media use and time utilization has no significant effect on online learning media in this case. The results of the F test have a significant effect simultaneously on the independent variable on the dependent variable.
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Ahmad Chairudin. (2020). The Effect of Online Learning on the Achievement of 5th and 6th Grade Students of Mi Ma'arif Gedangan, Tuntang District, Semarang Regency [Salatiga State Islamic Instituetme]e. ah.tmtpists:/u/ bishielectric.com/ar/products-solutions/factory automation/index.html.
Akanbi, AO (2020). Availability and utilization of e-learning facilities in the teaching of Senior School Physics in Ilorin, Nigeria. Journal of Education and Learning (EduLearn), 14(3), 331–337. https://doi.oregd/u1l0e.a1r1n5.v91/14i3.16342.
Alimi, OS, Ehinola, GB, & Alabi, F. O. (2012). School Types, Facilities and Academic Performance of Students in Senior Secondary Schools in Ondo State, Nigeria International Education Studies, 5(3), 44–4.
Alyami, A., Abdulwahed, A., Azhar, A., Binsaddik, A., & Bafaraj, SM (2021). Impact of Time Management on the Student's Academic Performance: A Cross Sectional Study. Creative Education, 12(03), 471–485. https:// doi.org/10.4236/ce.2021.12 3033
Atsumbe, BN, Raymond, E., Enoch, EB, & Duhu, P. (2012). Availability and utilization of e learning infrastructures in Federal University of Technology, Minna. Journal of Education and Practice, 3(13), 56–64. www.iiste.org
Azwar, S. (2012). Research methods. Learning Library.
Bustani, B., Khaddafi, M. ., & Nur Ilham, R. (2022). Regional Financial Management System of Regency/City Regional Original Income In Aceh Province Period Year 2016-2020. International Journal of Educational Review, Law And Social Sciences (IJERLAS), 2(3), 459–468. https://doi.org/10.54443/ijerlas.v2i3.277.
Carla J. Burrus, RDMBJC (2014). Gender differences in the impact of leadership style on subordinate embeddedness and job satisfaction. The Leadership Quarterly. 25, 660–67.
Champaign, et al. (2014). J., Correlating skills and improvement in 2 MOOCs with a student's time on tasks.
Chang, HS (2020). Online Learning in Pandemic Times. Revista Romaneasca Pentru Educatie Multidimensionala, 12(2Su1p17),. 1h1tt1p–s:// doi.org/10.18662/rrem/12.2 soup1/296.
Coman, C., ru, LG, Meseÿan Schmitz, L., Stanciu, C., & Bularca, MC (2020). Online teaching and learning in higher education during the coronavirus pandemic: Students' perspective. Sustainability (Switzerland), 12(24), 1–22. https://doi.org/10.3390/ su1224103.
Davis, RH, Alexander, LT, & Yelen, SL (1974). Learning Systems Design: An Approach to the Improvement of Instruction. McGraw-Hill Book.
Dhawan, S. (2020). Online Learning: A Panacea in the Time of COVID-19 Crisis. Journal of Educational Technology Systems, 49(1), 5–22. https://doi.org/10.1177/004723952 0934018.
Djamarah, S. . (1995). Teaching and Learning Strategy. Rineka Cipta.
Estacio, RR, & Raga Jr, RC (2017). Analyzing students online learning behavior in blended courses using Moodle. Asian Association of Open Universities Journal, 12(1), 52–68. https://doi.org/10.1108/aaouj-01-2017-0016.
Eze, SC, Chinedu-Eze, VC, & Bello, AO (2018). The utilization of e-learning facilities in the educational delivery system of Nigeria: a study of M- University. International Journal of Educational Technology in Higher Education, 15(1). https://doi.org/10.1186/s41239-018-0116-z.
Falahuddin, F., Fuadi, . F., Munandar, M., Juanda, R. ., & Nur Ilham, R. . (2022). Increasing Business Supporting Capacity In Msmes Business Group Tempe Bungong Nanggroe Kerupuk In Syamtalira Aron District, Utara Aceh Regency. Irpitage Journal, 2(2), 65–68. https://doi.org/10.54443/irpitage.v2i2.313.
Firdausy, AR, Setyaningsih, N., Ishabu, LS, & Waluyo, M. (2019). The Contribution of Student Activity and Learning Facilities LearningtoIndependence and it's Impact on Mathematics Learning Outcomes in Junior High School. Indonesian Journal on Learning and Advanced Education (IJOLAE), 1(2), 29–37. https://doi.org/10.23917/ ijolae.v1i2.8104.
Foltynek, T., & Motycka, A. (2018). Time Management in E-learning Time Management in E-learning. October.
Fuady, I., Sutarjo, MAS, & Ernawati, E. (2021). Analysis of Students' Perceptions of Online Learning Media During the Covid 19 Pandemic (Study of E-learning Media: Zoom, Google Meet, Google Classroom, and LMS). Randwick International of Social Science Journal, 2(1), 51–56. https:// doi.org/10.47175/rissj.v2i1.
Geovani, I. ., Nurkhotijah, S. ., Kurniawan, H. ., Milanie, F., & Nur Ilham, R. . (2021). Juridical Analysis of Victims of The Economic Exploitation of Children Under The Age to Realize Legal Protection From Human Rights Aspects: Research Study At The Office of Social and Community Empowerment In Batam City. International Journal of Educational Review, Law And Social Sciences (IJERLAS), 1(1), 45–52. https://doi.org/10.54443/ijerlas.v1i1.10.
Gikas, J., & Grant, MM (2013). Mobile computing devices in higher education: Stluedaernitnpgewrsitphecetivllpehsoonnes, smartphones & social media. Internet and Higher Education. https://doi.org/ https://doi.org/10.10 16/jjheduc.2013.06.02
Glava a, Adina Elena Glava; B. N Atsumbe; E. Raymond and EB Enoch, Patrick Duhu; Deepa Joshi, Vasudha A. Gokhale, AA (2012). Time Management on the On-Line Learning Platforms. A Case Study Regarding the BSCW Platform Used by Future Teacher Student. Procedia - Social and Behavioral Sciences, 46, 35d5o1i.–o3r5g5/150.j.hs1bt0tsp1ps6r://o/.20 12.06.103
Goodson, CE, Miertschin, SL, & Stewart, BL (2016). Time management skills and student performance in online courses. Computers in Education Journal, 16(2), 37–48. https://doi.org/10p.1.284296201/
Gopal, R., Singh, V., & Aggarwal, A. (2021). Impact of online classes on the satisfaction and performance of students during the pandemic period of COVID 19. Education and Information Technologies, 0123456789. https:// doi.org/10.1007/s10639- 021-10523-1
Haddiuoi, I. El, & Khaldi, M. (2012). Learner behavior analysis on an online learning platforms. International Journal of Emerging Technologies in Learning, 7(2), 22–25. https://doi.org/10.3991/ijet.v7i2.1932.
Hamtini, T. and Ateia, H. (2016). A proposed dynamic technique for detecting learning style using a literature based approach. In 2015 (AEECT (ed.)). Jordan Conference on Applied Electrical Engineering and Computing Technologies,.
Hart, CMD, Berger, D., Jacob, B., Loeb, S., & Hill, M. (2019). Online Learning, Offline Outcomes: Online Course Taking and High School Student Performance. AERA Open, 5(1), 233285841983285. https://doi.org/10.1177/2332858419832852
Hassan et al. (2020). Students' Perceptions of Using Zoom Meet Webinar During Covid-19 StudeUnstsin' gPeZrocoemptiMoWneesebtOinfar During Covid-19 Pandemic In. Journal of Critical Reviews.
Ilham, Rico Nur. et all (2019). Comparative of the Supply Chain and Block Chains to Increase the Country Revenues via Virtual Tax Transactions and Replacing Future of Money. International Journal of Suplly Management.Volume 8 No.5 August 2019.
______. et all (2019). Investigation of the Bitcoin Effects on the Country Revenues via Virtual Tax Transactions for Purchasing Management. International Journal of Suplly Management.Volume 8 No.6 December 2019.
Improving online video lectures: learning challenges created by media. International Journal of Educational Technology in Higher Education, 17(1). https://doi.org/10.1186/s41239-020-00190-6.
Indriantoro, Nur, and BS (1999). Research Methodology and. Business. BPFE Yogyakarta. Joshi, D., Gokhale, VA, & Acharya, A. (2012). Student's ResponsBeehaanvdior in the Classroom Environment University of Bhopal, University of Pune. International Journal for Cross- Disciplinary Subjects in Education, 2(1), 926–934.
Karkar-Esperat, TM (2018). International graduate students' challenges and learning experiences in online classes. Journal of International Students, 8(4), 1722–1735. https://doi.orgz/1e0n.o5d2o8.11/46.
Kirkpatrick, AJ, & Waring Tiedeman, S. (2019). The Impact Student Behavior has on Learning The Impact Student Behavior has on Learning. https:// nwcommons.nwciowa.edu/e.
Kusuma, W. (2011). Classroom action research. PT. Index. Lange, C., & Costley, J. (2020).
Lasta Irawan, A. ., Briggs, D. ., Muhammad Azami, T. ., & Nurfaliza, N. (2021). The Effect of Position Promotion on Employee Satisfaction With Compensation As Intervening Variables: (Case Study on Harvesting Employees of PT. Karya Hevea Indonesia). International Journal of Social Science, Educational, Economics, Agriculture Research, and Technology (IJSET), 1(1), 11–20. https://doi.org/10.54443/ijset.v1i1.2.
Liang, K., Zhang, Y., He, Y., Zhou, Y., Tan, W., & Li, X. (2017). Online Behavior Analysis-Based Student Profile for Intelligent E-Learning. Journal of Electrical and Computer Engineering, 2017. https://doi.org/ 10.1155/2017/97203.
Likdanawati, likdanawati, Yanita, Y., Hamdiah, H., Nur Ilham, R., & Sinta, I. (2022). Effect of Organizational Commitment, Work Motivation And Leadership Style on Employee Performance of Pt. Aceh Distribus Indo Raya. International Journal of Social Science, Educational, Economics, Agriculture Research, and Technology (IJSET), 1(8), 377–382. https://doi.org/10.54443/ijset.v1i8.41.
Lin, MH, Chen, HC, & Liu, KS (2017). A study of the effects of digital learning on learning motivation and learning outcomes. Eurasia Journal of Mathematics, Science and Te1c3h(n7o),lo3g5y5E3h–dt3utp5csa6:t4/i/o. n, doi.org/10.12973/eurasia.20.
Majied Sumatrani Saragih, M. ., Hikmah Saragih, U. ., & Nur Ilham, R. . (2021). Relationship Between Motivation And Extrinsic Motivation to Icreasing Entrepreneurship Implementation From Spp Al-Falah Group At Blok 10 Village Dolok Masihul. Morfai Journal, 1(1), 1–12. https://doi.org/10.54443/morfai.v1i1.11.
Masrom, MB, Busalim, AH, Abuhassna, H., & Mahmood, NH N. (2021). Understanding students' behavior in online social networks: a systematic literature review. International Journal of Educational Technology in Higher Education, 18(1). https://doi.org/10.1186/s41239-021-00240-7.
Muttarak, R., & Pothisiri, W. (2017). The Role of Education on Disaster Preparedness : Case Study of 2012 Indian Ocean Earthquakes on Thailand's Andaman Coast. Ecology & Society. 18, 18 (4).
Ng, HZ, & Baharom, SS (2018). An analysis on adult learners' satisfaction in online education programmes. International Journal of Interactive Mobile Techhtntposlo:/g/dieosi.,o1rg2/(170),.37909i–j1i8m/5..v12i7.
Nguyen, T. (2015). The Effectiveness of Online Learning: Beyond No Significant Difference and Future Horizons. MERLOT Journal of Online Learning and Teaching, 11(2), 309–319.
Nur Ilham, R. ., Arliansyah, A., Juanda, R., Multazam, M. ., & Saifanur, A. . (2021). Relathionsip Between Money Velocity and Inflation To Increasing Stock Investment Return: Effective Strategic By Jakarta Automated Trading System Next Generation (Jats-Ng) Platform. International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS), 1(1), 87–92. https://doi.org/10.54443/ijebas.v1i1.27.
______., Heikal, M. ., Khaddafi, M. ., F, F., Ichsan, I., F, F., Abbas, D. ., Fauzul Hakim Hasibuan, A. ., Munandar, M., & Chalirafi, C. (2021). Survey of Leading Commodities of Aceh Province As Academic Effort to Join and Build The Country. Irpitage Journal, 1(1), 13–18. https://doi.org/10.54443/irpitage.v1i1.19.
______., Likdanawati, L., Hamdiah, H., Adnan, A., & Sinta, I. . (2022). Community Service Activities “Socialization Avoid Study Investment” to The Student Bond of Serdang Bedagai. Irpitage Journal, 2(2), 61–64. https://doi.org/10.54443/irpitage.v2i2.312.
Palvia, S., Aeron, P., Gupta, P., Mahapatra, D., Parida, R., Rosner, R., & Sindhi, S. (2018). Online Education: Worldwide Status, Challenges, Trends, and Implications. JournalToefcGhlnooblaolgIynformation Management, 21(4), 233–241. https:// doi.org/10.1080/1097198X.
Patricia Aguilera-Hermida, A. (2020). College students' use and acceptance of emergency online learning due to COVID-19. International Journal of Educational Research Open, 1(August), 100011. https://doi.org/10.1016/j.ijedro.202.
Pramana. (2011). The Effect of Learning Effectiveness on Learning Achievement of Student Gasoline Fuel System Maintenance and Service Class XI Automotive Mechanic Expertise Program at SMK Piri 1 Yogyakarta Academic Year 200Y9o/2g0y1a0ka(rJtualySitsasteue). University.
Rahmaniar, R., Subhan, S., Saharuddin, S., Nur Ilham, R. ., & Anwar, K. . (2022). The Influence of Entrepreneurship Aspects on The Success of The Chips Industry In Matang Glumpang Dua and Panton Labu. International Journal of Social Science, Educational, Economics, Agriculture Research, and Technology (IJSET), 1(7), 337–348. https://doi.org/10.54443/ijset.v1i7.36.
Sadikin, A., & Hamidah, A. (2020). Online Learning in the Midst of the Covid-19 Outbreak. BIODIK: Scientific Journal of Biology Education, 6 (02), 21.https://doi.org/https://doi.org/10.22437/bio.v6i2.9759.
Sandi, H. ., Afni Yunita, N. ., Heikal, M. ., Nur Ilham, R. ., & Sinta, I. . (2021). Relationship Between Budget Participation, Job Characteristics, Emotional Intelligence and Work Motivation As Mediator Variables to Strengthening User Power Performance: An Emperical Evidence From Indonesia Government. Morfai Journal, 1(1), 36–48. https://doi.org/10.54443/morfai.v1i1.14.
Sinta, I. ., Nur Ilham, R., Kumala Sari, D. ., M, M., Khaidir, K., & Ekamaida, E. (2021). Training The Processing of Tomato Sauce For A Home-Based Business The Scale of SMES. Irpitage Journal, 1(1), 26–28. https://doi.org/10.54443/irpitage.v1i1.24.
Sinurat, M. ., Heikal, M. ., Simanjuntak, A. ., Siahaan, R. ., & Nur Ilham, R. . (2021). Product Quality On Consumer Purchase Interest With Customer Satisfaction As A Variable Intervening In Black Online Store High Click Market: Case Study on Customers of the Tebing Tinggi Black Market Online Store. Morfai Journal, 1(1), 13–21. https://doi.org/10.54443/morfai.v1i1.12.
Soffer, T., Kahan, T., & Nachmias, R. (2019). Patterns of students' utilization of flexibility in online academic courses and their relation achievement. To Review of cRoeusresearch in OpInetnerannadtional Distance Learning, 20(3), 202–220. https://doi.org/10.19173/irrodl.v20i.
Sudjana, N. (1990). Learning Theories For Teaching. Faculty. UI Economics.
Sugiyono. (2017). Quantitative, Qualitative, and R&D Research Methods. Alphabeta, CV.
Suh, H. (2011). Collaborative Learning Models and Support Technologies in the Future Classroom International Journal, 5(1), 50–61. http:// jaems.jp/contents/icomej/vol 5/IJEMT5.50-61.pdf
Sun, A., & Chen, X. (2016). Online education and its effective practice: A research review. Journal of Information Technology Education: Research, 15(201h6t)t,p1s:5//7d–o1i.9o0rg. / 10.28945/3502
Surakhmad, W. (1980). Introduction to Teaching- Learning Interaction Basic Fundamentals and Techniques of Teaching Methodology. Tarsito.
Tamrin, M., Azkiya, H., & Sari, SG (2017). Problems Faced by the Teacher in Maximizing the Use of Learning Media in Padang. Al-Ta Lim Journal, 24(1), 60– 66. https://doi.org/10.15548/jt.v24i1.262.
Tuti, T. (2019). Method and Media Used in Teaching Vocabulary At Taman Indria Ibu Pawiyatan Academic Year 2012-2013 Yogyakarta. Journal of EnglishStEudycational (JEES), 2(2), 113–121. https://doi.org/ 10.31932/jees.v2i2.532
V. Wiratna. (2018). Research Methodology– Business & Economics. New Press Library.
Van Wart, M., Ni, A., Medina, P., Canelon, J., Kordrostami, M., Zhang, J., & Liu, Y. (2020). Integrating students' perspectives about online learning: a hierarchy of factors. International Journal of Educational Technology in Higher Education, 17(1). https://doi.org/10.1186/s41239-020-00229-8.
Wen, CP et al. (2011). Minimum amount of physical activity for reduced mortality and extended life expectancy: a prospective cohort study. The Lancet, Volume 378.
Wibowo, AE (2012). Practical Applications of SPSS in Research. Gava Media.
William. (2010). Multivariate Data Analysis A Global Perspective. Seventh Edition. Pearson.
Yang, D. (2017). Instructional strategies and course design for teaching statistics online: perspectives from online students. International Journal of STEM Education, 4(1). https://doi.org/10.1186/s40594- 017-0096-x.
Yusuf Iis, E., Wahyuddin, W., Thoyib, A., Nur Ilham, R., & Sinta, I. (2022). The Effect of Career Development And Work Environment On Employee Performance With Work Motivation As Intervening Variable At The Office Of Agriculture And Livestock In Aceh. International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS), 2(2), 227–236. https://doi.org/10.54443/ijebas.v2i2.191.
Zakaria, Harapan, E., & Puspita, Y. (2020). The Influence of Learning Facilities and Motivation On Student's Achievement. International Journal of Progressive Sciences and Techno2lo0g(2ie)s, 2(I8J4P–S2A9T0),