Mathematical physics e-module: A study of students' perception based on gender

Main Article Content

Astalini Astalini
Darmaji Darmaji
Dwi Agus Kurniawan
Nadia Natalia Simamora

Abstract

Student’s perception is the student's assessment of something or information. The objective of this study was to discover how students' general perceptions and gender differences in electronic modules of mathematical physics. The research type is survey-based research with quantitative approach. The research population consists of physics education students from Universitas Jambi with the sample of 80 students from class A and class B. The data analysis techniques used in the study are descriptive statistics analysis and inferential data analysis using t-tests. The results showed that, overall, students have a positive perception with a Sig. (2-tailed) value of 0.011 < 0.005, which means that there is a significant difference in students’ perception. The perception of class A students with gender differences has a Sig. (2-tailed) value of 0.003, while the grade B students have a Sig. (2 tailed) values of 0.020 and 0.013. This means that class A and classs B students have a discernible difference of perception. Student’s perception may be used as a determining factor in the choice of learning materials. This research can be used as a guideline for the development of student perception assessment in the electronic module of Mathematical Physics in the future. The update of this study aims to compare students' perceptions of the overall online module of mathematics and gender differences.

Article Details

How to Cite
Astalini, A., Darmaji, D., Kurniawan, D. A., & Simamora, N. N. (2021). Mathematical physics e-module: A study of students’ perception based on gender. Momentum: Physics Education Journal, 5(2), 209-226. https://doi.org/10.21067/mpej.v5i2.5602
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References

Abuhassna, H., & Yahaya, N. (2018). Students’ utilization of distance learning through an interventional online module based on moore transactional distance theory. EURASIA Journal of Mathematics, Science and Technology Education, 14(7), 3043–3052. https://doi.org/10.29333/ejmste/91606

Akar, H., & Çelik, O. T. (2019). Organizational justice and cynicism: A mixed method study at schools. International Journal of Evaluation and Research in Education, 8(1), 189–200. https://doi.org/10.11591/ijere.v8i1.18296

Alkhateeb, M. A., & Milhem, O. A. Q. B. (2020). Student’s concepts of and approaches to learning and the relationships between them. Cakrawala Pendidikan, 39(3), 620–632. https://doi.org/10.21831/cp.v39i3.33277

Asrial, A., Syahrial, S., Maison, M., Kurniawan, D. A., & Piyana, S. O. (2020). Ethnoconstructivism e-module to improve perception, interest, and motivation of students in class v elementary school. JPI (Jurnal Pendidikan Indonesia), 9(1), 30. https://doi.org/10.23887/jpi-undiksha.v9i1.19222

Asrowi, A., Hadaya, A., & Hanif, M. (2019). The impact of using the interactive e-book on students’ learning outcomes. International Journal of Instruction, 12(2), 709–722. https://doi.org/10.29333/iji.2019.12245a

Ayvaz-tuncel, Z., & Tuncel, İ. (2019). Good teacher perceptions of students attending the pedagogical formation certificate program. International Journal of Evaluation and Research in Education (IJERE), 8(1), 165–172. https://doi.org/10.11591/ijere.v8i1.17093

Barr, M., & Jackson, L. H. (2018). Enhancing delivery and assessment: A case study in module redesign for improved transition into higher education. Journal of Political Science Education, 14(3), 390–399. https://doi.org/10.1080/15512169.2017.1415812

Berek, F. X., Sutopo, S., & Munzil, M. (2016). Enhancement of junior high school students’ concept comprehension in hydrostatic pressure and Archimedes law concepts by predict-observe-explain strategy. Jurnal Pendidikan IPA Indonesia, 5(2), 230–238. https://doi.org/10.15294/jpii.v5i2.6038

Bhagat, K. K., & Chang, C. (2017). A cross-cultural comparison on students’ perceptions towards online learning. EURASIA Journal of Mathematics, Science and Technology Education, 14(3), 987–995. https://doi.org/10.12973/ejmste/81151

Bice, M. R., Ball, J. W., Hollman, A., & Adkins, M. (2019). Health technology use: implications for physical activity behaviors among college students. International Journal of Kinesiology in Higher Education, 3(1), 23–34. https://doi.org/10.1080/24711616.2018.1516524

Billman, A., Harding, A., & Engelbrecht, J. (2018). Does the chalkboard still hold its own against modern technology in teaching mathematics? A case study. International Journal of Mathematical Education in Science and Technology, 49(6), 809–823. https://doi.org/10.1080/0020739X.2018.1431852

Caia, J., Thornton, H. R., Kelly, V. G., Scott, T. J., Halson, S. L., Cupples, B., & Driller, M. W. (2018). Does self-perceived sleep reflect sleep estimated via activity monitors in professional rugby league athletes? Journal of Sports Sciences, 36(13), 1492–1496. https://doi.org/10.1080/02640414.2017.1398885

Chaaban, Y., Qadhi, S., & Du, X. (2021). Student teachers’ perceptions of factors influencing learner agency working in teams in a STEAM-based course. Eurasia Journal of Mathematics, Science and Technology Education, 17(7), em1980. https://doi.org/10.29333/ejmste/10978

Chiu, M. (2018). Effects of early numeracy activities on mathematics achievement and affect: Parental value and child gender conditions and socioeconomic status mediation. EURASIA Journal of Mathematics, Science and Technology Education, 14(12), 1–16. https://doi.org/10.29333/ejmste/97191

Chongo, S., Osman, K., & Nayan, N. A. (2021). Impact of the plugged-in and unplugged chemistry computational thinking modules on achievement in chemistry. Eurasia Journal of Mathematics, Science and Technology Education, 17(4), em1953. https://doi.org/10.29333/ejmste/10789

Cohen, L., Manion, L., & Morrison, K. (2007). Research methods in education (6th ed.). Routledge.

Dalkilic, F., Cabuk, U. C., Arikan, E., & Gurkan, A. (2017). An analysis of the positioning accuracy of iBeacon technology in indoor environments. 2017 International Conference on Computer Science and Engineering (UBMK), 549–553. https://doi.org/10.1109/UBMK.2017.8093459

Darmaji, D., Astalini, A., Kurniawan, D. A., Parasdila, H., Irdianti, I., Susbiyanto, S., Kuswanto, K., & Ikhlas, M. (2019). E-module based problem solving in basic physics practicum for science process skills. International Journal of Online and Biomedical Engineering (IJOE), 15(15), 4. https://doi.org/10.3991/ijoe.v15i15.10942

Darmaji, D., Kurniawan, D. A., Astalini, A., & Nasih, N. R. (2019). Persepsi mahasiswa pada penuntun praktikum fisika dasar II berbasis mobile learning. Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan, 4(4), 516–523. https://doi.org/10.17977/jptpp.v4i4.12345

Darmaji, D., Kurniawan, D. A., Astalini, A., Perdana, R., Kuswanto, K., & Ikhlas, M. (2020). Do a science process skills affect on critical thinking in science? Differences in urban and rural. International Journal of Evaluation and Research in Education (IJERE), 9(4), 874. https://doi.org/10.11591/ijere.v9i4.20687

Darmaji, D., Kurniawan, D. A., Astalini, A., Winda, F. R., Heldalia, H., & Kartina, L. (2020). The correlation between student perceptions of the use of e-modules with students’ basic science process skills. JPI (Jurnal Pendidikan Indonesia), 9(4), 719. https://doi.org/10.23887/jpi-undiksha.v9i4.28310

Darmaji, D., Kurniawan, D. A., & Irdianti, I. (2019). Physics education students’ science process skills. International Journal of Evaluation and Research in Education, 8(2), 293–298. https://doi.org/10.11591/ijere.v8i2.28646

Dessie, A. A., & Sewagegn, A. A. (2019). Moving beyond a sign of judgment: primary school teachers’ perception and practice of feedback. International Journal of Instruction, 12(2), 51–66. https://doi.org/10.29333/iji.2019.1224a

Dharma, L., Agusti, R., & Kurnia, P. (2016). Pengaruh gender, pemahaman perpajakan dan religiusitas terhadap persepsi penggelapan pajak. Jurnal Online Mahasiswa (JOM) Bidang Ilmu Ekonomi, 3(1), 1565–1578. https://jom.unri.ac.id/index.php/JOMFEKON/article/view/11764

Dwi Lestari, H., & Putu Parmiti, D. P. P. (2020). Pengembangan e-modul IPA bermuatan tes online untuk meningkatkan hasil belajar. Journal of Education Technology, 4(1), 73. https://doi.org/10.23887/jet.v4i1.24095

Elmendorf, D. C., & Song, L. (2015). Developing indicators for a classroom observation tool on pedagogy and technology integration: A Delphi study. Computers in the Schools, 32(1), 1–19. https://doi.org/10.1080/07380569.2014.967620

Fitriani, H., Asy’ari, M., Zubaidah, S., & Mahanal, S. (2019). Exploring the prospective teachers’ critical thinking and critical analysis skills. Jurnal Pendidikan IPA Indonesia, 8(3), 379–390. https://doi.org/10.15294/jpii.v8i3.19434

Fortner, S. K., Scherer, H. H., & Murphy, M. A. (2016). Engaging undergraduates in soil sustainability decision-making through an integrate module. Journal of Geoscience Education, 64(4), 259–269. https://doi.org/10.5408/15-106.1

Ge, Z. (2021). Does mismatch between learning media preference and received learning media bring a negative impact on Academic performance? An experiment with e-learners. Interactive Learning Environments, 29(5), 790–806. https://doi.org/10.1080/10494820.2019.1612449

Goh, C. C. M., & Hu, G. (2014). Exploring the relationship between metacognitive awareness and listening performance with questionnaire data. Language Awareness, 23(3), 255–274. https://doi.org/10.1080/09658416.2013.769558

Gunawan, G., Harjono, A., Hermansyah, H., & Herayanti, L. (2019). Guided inquiry model through virtual laboratory to enhance students’ science process skills on heat concept. Jurnal Cakrawala Pendidikan, 38(2), 259–268. https://doi.org/10.21831/cp.v38i2.23345

Hammer, H. L., & Habib, L. (2016). A quantitative analysis of uncertainty in the grading of written exams in mathematics and physics. Eurasia Journal of Mathematics, Science and Technology Education, 12(4), 975–989. https://doi.org/10.12973/eurasia.2016.1240a

Hermawan, H., Samsuri, S., Kurniawati, D. P., Sofyaningsih, V., & Prasetyo, D. (2018). The use of the controversial public issue learning model with videos and a macromedia flash player on Civic Education. Psychology, Evaluation, and Technology in Educational Research, 1(1), 19–30. https://doi.org/10.33292/petier.v1i1.2

Hodis, F. A., & Hancock, G. R. (2016). Introduction to the special issue: Advances in quantitative methods to further research in education and educational psychology. Educational Psychologist, 51(3–4), 301–304. https://doi.org/10.1080/00461520.2016.1208750

Holliday, J., Hennebry, J., & Gammage, S. (2019). Achieving the sustainable development goals: surfacing the role for a gender analytic of migration. Journal of Ethnic and Migration Studies, 45(14), 2551–2565. https://doi.org/10.1080/1369183X.2018.1456720

Holmes, N. G., Kumar, D., & Bonn, D. A. (2017). Toolboxes and handing students a hammer: The effects of cueing and instruction on getting students to think critically. Physical Review Physics Education Research, 13(1), 010116. https://doi.org/10.1103/PhysRevPhysEducRes.13.010116

Hu, Y.-H., Xing, J., & Tu, L.-P. (2018). The effect of a problem-oriented teaching method on university mathematics learning. EURASIA Journal of Mathematics, Science and Technology Education, 14(5), 1695–1703. https://doi.org/10.29333/ejmste/85108

Ibrahim, Z., Alias, N., & Nordin, A. B. (2016). Needs analysis for graphic design learning module based on technology & learning styles of deaf students. Cogent Education, 23(1), 1–14. https://doi.org/10.1080/2331186X.2016.1178364

Ikeda, R., Kikuchi, T., Miyazaki, H., Hidaka, H., Kawase, T., Katori, Y., & Kobayashi, T. (2018). The efficacy of the Eustachian Tube Dysfunction Questionnaire (ETDQ-7) for patulous Eustachian tube patient. Acta Oto-Laryngologica, 138(1), 6–9. https://doi.org/10.1080/00016489.2017.1366053

Kim, M. K., Lee, J. Y., Yang, H., Lee, J., Jang, J. N., & Kim, S. J. (2019). Analysis of elementary school teachers’ perceptions of mathematics-focused STEAM education in Korea. EURASIA Journal of Mathematics, Science and Technology Education, 15(9). https://doi.org/10.29333/ejmste/108482

Koutiva, I., Gerakopoulou, P., Makropoulos, C., & Vernardakis, C. (2017). Exploration of domestic water demand attitudes using qualitative and quantitative social research methods. Urban Water Journal, 14(3), 307–314. https://doi.org/10.1080/1573062X.2015.1135968

Laurens, T., Batlolona, F. A., Batlolona, J. R., & Leasa, M. (2017). How does realistic mathematics education (RME) improve students’ mathematics cognitive achievement? EURASIA Journal of Mathematics, Science and Technology Education, 14(2), 569–578. https://doi.org/10.12973/ejmste/76959

Leeniva, P. (2019). Comparative analysis of auditory perception based on educational background differences. International Journal of Instruction, 12(2), 227–242. https://doi.org/10.29333/iji.2019.12215a

Leinonen, T., Keune, A., Veermans, M., & Toikkanen, T. (2016). Mobile apps for reflection in learning: A design research in K-12 education. British Journal of Educational Technology, 47(1), 184–202. https://doi.org/10.1111/bjet.12224

Li, W., Cashell, A., Jaffray, D. A., & Moseley, D. (2016). Development and Implementation of an Electronic Learning Module for Volumetric Image-Guided Radiation Therapy. Journal of Medical Imaging and Radiation Sciences, 47(1), 43–48. https://doi.org/10.1016/j.jmir.2015.12.001

Liu, I. F., & Young, S. S. C. (2017). An exploration of participative motivations in a community-based online English extensive reading contest with respect to gender difference. Interactive Learning Environments, 25(1), 48–61. https://doi.org/doi:10.1080/10494820.2015.1090457

Lupi, J. B., Carvalho de Abreu, D. C., Ferreira, M. C., Oliveira, R. D. R. de, & Chaves, T. C. (2017). Brazilian Portuguese version of the Revised Fibromyalgia Impact Questionnaire (FIQR-Br): cross-cultural validation, reliability, and construct and structural validation. Disability and Rehabilitation, 39(16), 1650–1663. https://doi.org/10.1080/09638288.2016.1207106

Marquezin, M. C. S., Pedroni-Pereira, A., Araujo, D. S., Rosar, J. V., Barbosa, T. S., & Castelo, P. M. (2016). Descriptive analysis of the masticatory and salivary functions and gustatory sensitivity in healthy children. Acta Odontologica Scandinavica, 74(6), 443–448. https://doi.org/10.1080/00016357.2016.1191085

Mcnamara, D. S., & Shapiro, A. M. (2015). Multimedia and hypermedia solutions for promoting metacognitive engagement, coherence, and learning. Journal of Educational Computing Research, 33(1), 1–29.

Ng, W. (2019). A partnership-designed online module on climate science: Impact on year 10 teachers and students. Eurasia Journal of Mathematics, Science and Technology Education, 15(2). https://doi.org/10.29333/ejmste/100638

Ningtyas, R. N., Suarsini, E., & Amin, M. (2019). Eksplorasi kebutuhan bahan ajar mikrobiologi untuk mahasiswa. Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan, 4(9), 1185–1189. https://doi.org/10.17977/jptpp.v4i9.12703

Osadebe, P. U., & Osadebe, J. F. (2020). Undergraduate bus iness education students ’ perception on information and communication technology use in teaching and learning. International Journal of Evaluation and Research in Education (IJERE), 9(2), 359–363. https://doi.org/10.11591/ijere.v9i2.20326

Oyedeji, S. O. (2017). The effects of students’ motivational factors on their attitudes toward mathematics. International Journal of Evaluation and Research in Education (IJERE), 6(4), 277. https://doi.org/10.11591/ijere.v6i4.10770

Park, B., Flowerday, T., & Brünken, R. (2015). Cognitive and affective effects of seductive details in multimedia learning. Computers in Human Behavior, 44(44), 267–278. https://doi.org/10.1016/j.chb.2014.10.061

Pastore, S. (2017). Research designs and methods in self-assessment studies: a content analysis. International Journal of Evaluation and Research in Education (IJERE), 6(4), 257. https://doi.org/10.11591/ijere.v6i4.8921

Patel, S. R., Margolies, P. J., Covell, N. H., Lipscomb, C., & Dixon, L. B. (2018). Using instructional design, analyze, design, develop, implement, and evaluate, to develop e-learning modules to disseminate supported employment for community behavioral health treatment programs in New York State. Frontiers in Public Health, 6. https://doi.org/10.3389/fpubh.2018.00113

Ping, I. L. L., & Osman, K. (2019). Laboratory-modified argument driven inquiry (Lab-Madi) module: Content validity process. Jurnal Pendidikan IPA Indonesia, 8(1), 129–140. https://doi.org/10.15294/jpii.v8i1.16867

Prani, A. I. E., Parno, P., & Hidayat, A. (2018). Keterampilan berpikir kritis pada Bounded Inquiry Lab: analisis kuantitatif dan kualitatif. Momentum: Physics Education Journal, 2(1), 29–38. https://doi.org/10.21067/mpej.v1i1.2217

Purnami, A. S., Mulyoto, M., & Winoto, B. (2020). Android-based shopping skill for mentally-disable student. Journal of Education and Learning (EduLearn), 14(3), 411–415. https://doi.org/10.11591/edulearn.v14i3.16110

Qi, A. (2018). A study of the effect of implementing intellectual property education with digital teaching on learning motivation and achievements. Eurasia Journal of Mathematics, Science and Technology Education, 14(6), 2445–2452. https://doi.org/10.29333/ejmste/89498

Quintela-del-Río, A., & Francisco-Fernández, M. (2017). Excel templates: A helpful tool for teaching statistics. The American Statistician, 71(4), 317–325. https://doi.org/10.1080/00031305.2016.1186115

Qureshi, M. N., Kadilar, C., Amin, M. N. U., & Hanif, M. (2018). Rare and clustered population estimation using the adaptive cluster sampling with some robust measures. Journal of Statistical Computation and Simulation, 88(14), 2761–2774. https://doi.org/10.1080/00949655.2018.1486842

Rahmat, M. R., Arip, A. G., & Nur, S. H. (2020). Implementation of problem- based learning model assisted by e-modules on students’ critical thinking ability. JPI (Jurnal Pendidikan Indonesia), 9(3), 339. https://doi.org/10.23887/jpi-undiksha.v9i3.22410

Rahmatika, H., Lestari, S. R., & Sari, M. S. (2020). Preliminary study of PBL-based e-module development based on research results to improve students’ critical thinking skills and cognitive learning outcomes. AIP Conference Proceedings, 2330(4), 565–575. https://doi.org/10.1063/5.0043319

Rezeki, S., Andrian, D., & Safitri, Y. (2021). Mathematics and cultures: a new concept in maintaining cultures through the development of learning devices. International Journal of Instruction, 14(3), 375–392. https://doi.org/10.29333/iji.2021.14322a

Rintakorpi, K., & Reunamo, J. (2017). Pedagogical documentation and its relation to everyday activities in early years. Early Child Development and Care, 187(11), 1611–1622. https://doi.org/10.1080/03004430.2016.1178637

Rote, A. E. (2017). Physical activity intervention using Fitbits in an introductory college health course. Health Education Journal, 76(6), 337–348.

Rusydiyah, E. F., Purwati, E., & Prabowo, A. (2020). How to use digital literacy as a learning resource for teacher candidates in Indonesia. Cakrawala Pendidikan, 39(2), 305–318. https://doi.org/10.21831/cp.v39i2.30551

Septiani, A. N. S. I., Rejekiningsih, T., Triyanto, & Rusnaini. (2020). Development of interactive multimedia learning courseware to strengthen students’ character. European Journal of Educational Research, 9(3), 1267–1279. https://doi.org/10.12973/eu-jer.9.3.1267

Shang, H.-F. (2017). Exploring metacognitive strategies and hypermedia annotations on foreign language reading. Interactive Learning Environments, 25(5), 610–623. https://doi.org/10.1080/10494820.2016.1171787

Shang, H. L. (2015). Resampling techniques for estimating the distribution of descriptive statistics of functional data. Communications in Statistics - Simulation and Computation, 44(3), 614–635. https://doi.org/10.1080/03610918.2013.788703

Simpson, G. K., & Lord, B. (2015). Enhancing the reporting of quantitative research methods in Australian social work. Australian Social Work, 68(3), 375–383. https://doi.org/10.1080/0312407X.2015.1035662

Singh, S. (2003). Advanced samplin theory with applications. Kluwer Academic.

Siswono, H. (2017). Analisis pengaruh keterampilan proses sains terhadap penguasaan konsep fisika siswa. Momentum: Physics Education Journal, 1(2), 83. https://doi.org/10.21067/mpej.v1i2.1967

Sofyan, H., Anggraeni, E., & Saadiah, J. (2019). Development of e-modules based on local wisdom in central learning model at kindergartens in Jambi City. European Journal of Educational Research, 8(4), 1137–1143. https://doi.org/10.12973/eu-jer.8.4.1137

Sopacua, J., Fadli, M. R., & Rochmat, S. (2020). The history learning module integrated character values. Journal of Education and Learning (EduLearn), 14(3), 463–472. https://doi.org/10.11591/edulearn.v14i3.16139

Stebner, F., Kühl, T., Höffler, T. N., Wirth, J., & Ayres, P. (2017). The role of process information in narrations while learning with animations and static pictures. Computers & Education, 104, 34–48. https://doi.org/10.1016/j.compedu.2016.11.001

Stojanović, D., Bogdanović, Z., Petrović, L., Mitrović, S., & Labus, A. (2020). Empowering learning process in secondary education using pervasive technologies. Interactive Learning Environments, 1–14. https://doi.org/10.1080/10494820.2020.1806886

Sumual, M. Z. I., & Ali, M. (2017). Evaluation of primary school teachers’ competence in implementing 2013 curriculum: A study in Tomohon City. Journal of Education and Learning (EduLearn), 11(3), 343–350. https://doi.org/10.11591/edulearn.v11i3.6429

Suryanti, S., & Arifani, Y. (2021). The relationship between blended mathematics professional training and teachers’ creativity and effectiveness. International Journal of Instruction, 14(2), 139–154. https://doi.org/10.29333/iji.2021.1429a

Suyatna, A., Maulina, H., Rakhmawati, I., & Khasanah, R. A. N. (2018). Electronic versus printed book: comparison study on the effectivity of senior high school physics book. Jurnal Pendidikan IPA Indonesia, 7(4), 391–398. https://doi.org/10.15294/jpii.v7i4.14437

Syauqi, K., Munadi, S., & Triyono, M. B. (2020). Students ’ perceptions toward vocational education on online learning during the COVID-19 pandemic. International Journal of Evaluation and Research in Education (IJERE), 9(4), 881–886. https://doi.org/10.11591/ijere.v9i4.20766

Tiruneh, D. T., De Cock, M., Weldeslassie, A. G., Elen, J., & Janssen, R. (2017). Measuring critical thinking in physics: development and validation of a critical thinking test in electricity and magnetism. International Journal of Science and Mathematics Education, 15(4), 663–682. https://doi.org/10.1007/s10763-016-9723-0

Tiruneh, D. T., Weldeslassie, A. G., Kassa, A., Tefera, Z., De Cock, M., & Elen, J. (2016). Systematic design of a learning environment for domain-specific and domain-general critical thinking skills. Educational Technology Research and Development, 64(3), 481–505. https://doi.org/10.1007/s11423-015-9417-2

Tölle, T. R., Baron, R., de Bock, E., Junor, R., Dias Barbosa, C., Marshall, S. F., Arnould, B., & Freynhagen, R. (2019). painPREDICT: first interim data from the development of a new patient-reported pain questionnaire to predict treatment response using sensory symptom profiles. Current Medical Research and Opinion, 35(7), 1177–1185. https://doi.org/10.1080/03007995.2018.1562687

Torbjörnsson, E., Olivecrona, C., & Sonden, A. (2018). An interprofessional initiative aimed at creating a common learning resource for the operating room ward. Journal of Interprofessional Care, 32(4), 501–504. https://doi.org/10.1080/13561820.2018.1435516

Tristanti, L. B., & Hidayati, W. S. (2020). The implementation of cooperative learning type team assisted individualisation for teaching 3D geometry. Journal of Education and Learning (EduLearn), 14(2), 279–288. https://doi.org/10.11591/edulearn.v14i2.11139

Vartiainen, H., Leinonen, T., & Nissinen, S. (2019). Connected learning with media tools in kindergarten: an illustrative case. Educational Media International, 56(3), 233–249. https://doi.org/10.1080/09523987.2019.1669877

Vincent, K., & Thompson, S. (2017). Estimating population size with link-tracing sampling. Journal of the American Statistical Association, 112(519), 1286–1295. https://doi.org/10.1080/01621459.2016.1212712

Wang, H., & Chang, T. C. (2018). A new mental experience quantification and emotion prediction model for E-learning users. Eurasia Journal of Mathematics, Science and Technology Education, 14(6), 2623–2638. https://doi.org/10.29333/ejmste/90259

Wartono, W., Hudha, M. N., & Batlolona, J. R. (2017). How are the physics critical thinking skills of the students taught by using inquiry-discovery through empirical and theorethical overview? EURASIA Journal of Mathematics, Science and Technology Education, 14(2), 691–697. https://doi.org/10.12973/ejmste/80632

Wati, M., Misbah, M., Haryandi, S., & Dewantara, D. (2020). The effectiveness of local wisdom-based static fluid modules in the wetlands environment. Momentum: Physics Education Journal, 4(2), 102–108. https://doi.org/10.21067/mpej.v4i2.4769

West, S. E. (2015). Evaluation, or just data collection? An exploration of the evaluation practice of selected UK environmental educators. Journal of Environmental Education, 46(1), 41–55. https://doi.org/10.1080/00958964.2014.973351

Widoyoko, E. P. (2012). Teknik penyusunan instrumen penelitian. Pustaka Pelajar.

Williamson, B., Potter, J., & Eynon, R. (2019). New research problems and agendas in learning, media and technology: the editors’ wishlist. Learning, Media and Technology, 44(2), 87–91. https://doi.org/10.1080/17439884.2019.1614953

Wu, H., & Leung, S.-O. (2017). Can Likert scales be treated as interval scales?—A simulation study. Journal of Social Service Research, 43(4), 527–532. https://doi.org/10.1080/01488376.2017.1329775

Xiao, C., & Hong, D. (2017). Gender differences in concerns for the environment among the Chinese public: An update. Society & Natural Resources, 30(6), 782–788. https://doi.org/10.1080/08941920.2016.1238986

Xu, J., Li, B. K., & Luo, S. M. (2018). Practice and exploration on teaching reform of engineering project management course in universities based on bim simulation technology. Eurasia Journal of Mathematics, Science and Technology Education, 14(5), 1827–1835. https://doi.org/10.29333/ejmste/85417

Xu, Y., & Waniganayake, M. (2018). An exploratory study of gender and male teachers in early childhood education and care centres in China. Compare: A Journal of Comparative and International Education, 48(4), 518–534. https://doi.org/10.1080/03057925.2017.1318355

Yalcın, S. (2017). Teacher behaviours explaining Turkish and Dutch students’ mathematic achievements. International Journal of Evaluation and Research in Education (IJERE), 6(2), 174. https://doi.org/10.11591/ijere.v6i2.7596

Yasa, A. D., Chrisyarani, D. D., Akbar, S., & Mudiono, A. (2018). E-module based on ncesoft book maker for primary school student. International Journal of Engineering & Technology, 7(3.4), 286–289. https://doi.org/10.14419/ijet.v7i3.4.19973