The WE-ARe model’s potential to enhance digital literacy of preservice biology teachers
DOI:
https://doi.org/10.22219/jpbi.v9i1.23061Keywords:
biology education, digital literacy, preservice biology teachers, WE-ARe modelAbstract
In the era of globalization, digital literacy has become one of the competencies that students must possess. Rarely can one find research that examines the effect of the WE-ARe model on digital literacy in biology education. WE-ARe is a constructivist-based active learning model consisting of Warm-up, Exploring, Argumentation, and Resume phases that emphasize students’ collaborative and elaborative qualities. The objective of the study was to determine the impact of the WE-ARe model on the digital literacy of future biology teacher candidates. This is a quasi-experimental study using the Pretest-Posttest Control Group Design. The research population comprised all Tadris Biology students from IAIN Ternate and STKIP Kie Raha in the City of Ternate, North Maluku, Indonesia. The research sample contained 60 fourth-semester students from the Department of Tadris Biology. The validity score for the literacy digital instrument was 3.89 (very valid), while the correlation value (r-calculated) was 0.585. The Cronbach-Alpha analysis showed a score of 0.939, indicating that the literacy digital instrument was valid and reliable for use in data collection. This study was conducted during the even semester of the 2021/2022 academic year. The data were analyzed through ANACOVA using 5% level of significance. The results demonstrated that the WE-ARe model had an impact on the preservice biology teachers’ digital literacy. The findings of this study provide an insight on the use of a new learning model that can be used to enhance students’ 21st century skills.
Downloads
References
Abduh, M., & Istiqomah, A. (2021). Analisis muatan hots dan kecakapan abad 21 pada buku siswa kelas V tema ekosistem di Sekolah Dasar. Jurnal Basicedu, 5(4), 2069–2081. https://doi.org/10.31004/basicedu.v5i4.1124.
Acun, I. (2020). The relationship among university students’ trust, self-esteem, satisfaction with life and social media use1. International Journal of Instruction, 13(1), 35–52. https://doi.org/10.29333/iji.2020.1313a
Adeoye, A. A., & Adeoye, B. J. (2017). Digital literacy skills of undergraduate students in Nigeria Universities. Library Philosophy and Practice (e-Journal), 1665, 1–23. https://digitalcommons.unl.edu/cgi/viewcontent.cgi?article=4736&context=libphilprac
Ambarwati, R., Faizah, U., & Rahayu, D. A. (2019). Enhancing the digital literacy of pre-service biology teacher through animal systematics course. Advances in Computer Science Research, 95, 197–201. https://doi.org/10.2991/miseic-19.2019.46
Amin, A. M. (2022a). Self-Efficacy mahasiswa biologi setelah penerapan model WE-ARe (warm-up, exploring, argumentation, resume). Jurnal AL-Nafis, 2(1), 117–128. http://journal.iain-ternate.ac.id/index.php/Al-Nafis/article/view/768
Amin, A M, Corebima, A. D., Zubaidah, S., & Mahanal, S. (2020). The correlation between metacognitive skills and critical thinking skills at the implementation of four different learning strategies in animal physiology lectures. European Journal of Educational Research, 9(1), 143–163. https://doi.org/10.12973/eu-jer.9.1.143
Amin, A. M. (2022b). Model WE-ARe dalam tantangan pembelajaran abad 21. Akademia Pustaka. https://scholar.google.com/citations?view_op=view_citation&hl=en&user=02Z9EFQAAAAJ&sortby=pubdate&citation_for_view=02Z9EFQAAAAJ:OU6Ihb5iCvQC
Amin, A. M., & Corebima, A. D. (2016). Analisis persepsi dosen terhadap strategi pembelajaran reading questioning and answering (RQA) dan argumment-driven inquiry (ADI). Prosiding Seminar Nasional II Tahun 2016, Kerjasama Prodi Pendidikan Biologi FKIP Dengan Pusat Studi Lingkungan Dan Kependudukan (PSLK) Universitas Muhammadiyah Malang, November 2017, 333–347. https://www.researchgate.net/publication/321144722_Analisis_Persepsi_Dosen_terhadap_Strategi_Pembelajaran_Reading_Questiong_and_Answering_RQA_dan_Argument-Driven_Inquiry_ADI_pada_Program_Studi_Pendidikan_Biologi_di_Kota_Makassar
Amin, H., Malik, M. A., & Akkaya, B. (2022). Development and validation of digital literacy scale (DLS) and its implication for higher education. International Journal of Distance Education and E-Learning, 7(1), 24–43. https://doi.org/10.36261/ijdeel.v7i1.2224
Argentin, G., Pennisi, A., Vidoni, D., Abbiati, G., & Caputo, A. (2014). Trying to raise (low) math achievement and to promote (rigorous) policy evaluation in Italy: Evidence from a Large-scale randomized trial. Evaluation Review, 38(2), 99–132. https://doi.org/10.1177/0193841X14529125.
Arjaya, I. B. A., Hermawan, I. M. S., Ekayanti, N. W., & Paraniti, A. A. I. (2023). Metacognitive contribution to biology pre-service teacher’s digital literacy and self-regulated learning during online learning. International Journal of Instruction, 16(1), 455–468. https://doi.org/10.29333/iji.2023.16125a
Aslan, S. (2021). Analysis of digital literacy self-efficacy levels of pre-service teachers. International Journal of Technology in Education, 4(1), 56–67. https://doi.org/doi.org/10.46328/ijte.47
Asrizal, A., Amran, A., Ananda, A., Festiyed, F., & Sumarmin, R. (2018). The development of integrated science instructional materials to improve students digital literacy in scientific approach. Jurnal Pendidikan IPA Indonesia, 7(4), 442–450. https://doi.org/10.15294/jpii.v7i4.13613
Bahri, A., Jamaluddin, A., Novia, A. A., & Saparuddin. (2022). Students’ and teachers’ digital literacy skill: A comparative study between schools, classes, and genders in urban and rural areas. International Journal of Science and Research, 11(2), 184–191. https://doi.org/10.21275/SR22130101519
Beckmann, J., & Weber, P. (2015). Cognitive presence in virtual collaborative learning: Assessing and improving critical thinking in online discussion forums. International Association for Development of the Information Society, 13(1), 51–58. https://files.eric.ed.gov/fulltext/ED562486.pdf
Chan, B. S. K., Churchill, D., & Chiu, T. K. F. (2017). Digital literacy learning in higher education through digital storytelling approach. Journal of International Education Research (JIER), 13(1), 1–16. https://doi.org/10.19030/jier.v13i1.9907
Curran, V., Gustafson, D. L., Simmons, K., Lannon, H., Wang, C., Garmsiri, M., Fleet, L., & Wetsch, L. (2019). Adult learners’ perceptions of self-directed learning and digital technology usage in continuing professional education: An update for the digital age. Journal of Adult and Continuing Education, 25(1), 74–93. https://doi.org/10.1177/1477971419827318
Davidson, C. (2012). Seeking the green basilisk lizard: Acquiring digital literacy practices in the home. Journal of Early Childhood Literacy, 12(1), 24–45. https://doi.org/10.1177/1468798411416788
Dominggus, R., Kristin, S., Martha M, B., Since Y, K., Vera V, K., & CorneliLatu, P. (2021). Resource based learning design thinking (RBLDT): A model to Improve students’ creativez thinking skills, concept gaining, and digital literacy. Cypriot Journal of Educational Sciences, 16(1), 288–302. https://doi.org/10.18844/cjes.v16i1.5528
Fraillon, J., Ainley, J., Schulz, W., Friedman, T., & Duckworth, D. (2019). Preparing for life in a digital world: The IEA international computer and information literacy study 2018 international report. Australian Council for Educational Research (ACER). https://www.iea.nl/sites/default/files/2019-11/ICILS 2019 Digital final 04112019.pdf
Gruszczynska, A., & Pountney, R. (2013). Developing the concept of digital literacy in the context of schools and teacher education. Enhancing Lerning in the Social Science, 5(1), 25–36. https://doi.org/10.11120/elss.2013.05010025
Haleem, A., Javaid, M., Qadri, M. A., & Suman, R. (2022). Understanding the role of digital technologies in education: A review. Sustainable Operations and Computers, 3(February), 275–285. https://doi.org/10.1016/j.susoc.2022.05.004
Harris, C., Straker, L., & Pollock, C. (2017). A socioeconomic related “digital divide” exists in how, not if, young people use computers. PLoS ONE, 12(3), 1–13. https://doi.org/10.1371/journal.pone.0175011
Hazar, Z. (2019). An analysis of the relationship between digital game playing motivation and digital game addiction among children. Asian Journal of Education and Training, 5(1), 31–38. https://doi.org/10.20448/journal.522.2019.51.31.38
Helsper, E. J., & Smahel, D. (2019). Excessive internet use by young Europeans: Psychological vulnerability and digital literacy? Information, Communication & Society, 23(9), 1–19. https://doi.org/10.1080/1369118x.2018.1563203
Iman, J. N., & Angraini, N. (2019). Discussion task model in EFL classroom: EFL learners’ perception, oral proficiency, and critical thinking achievements. Pedagogika, 133(1), 43–62. https://doi.org/https://doi.org/10.15823/p.2019.133.3
Karagul, B. I., Seker, M., & Aykut, C. (2021). Investigating students’ digital literacy levels during online education due to COVID-19 pandemic. Sustainability, 13(11878). https://doi.org/10.3390/su132111878
Khan, N., Sarwar, A., Chen, T. ., & Khan, S. (2022). Connecting digital literacy in higher education to the 21st Century workforce. Knowledge Management & E-Learning, 14(1), 45–61. https://doi.org/10.34105/j.kmel.2022.14.004
Kranzow, J., & Hyland, N. (2011). Marketing climate: New considerations for target marketing in graduate student enrollment management. Journal of College Admission, 211, 22–25. https://files.eric.ed.gov/fulltext/EJ926820.pdf
Le, B., Lawrie, G. A., & Wang, J. T. H. (2022). Student self-perception on digital literacy in STEM blended learning environments. Journal of Science Education and Technology, 31(3), 303–321. https://doi.org/10.1007/s10956-022-09956-1
Lembani, R., Gunter, A., Breines, M., & Dalu, M. T. B. (2020). The same course, different access: The digital divide between urban and rural distance education students in South Africa. Journal of Geography in Higher Education, 44(1), 70–84. https://doi.org/10.1080/03098265.2019.1694876
Makur, A. P. (2019). The influence of PQ4R strategy and mathematical reasoning ability towards mathematical communication skills. SJME (Supremum Journal of Mathematics Education), 3(1), 18–31. https://doi.org/10.35706/sjme.v3i1.1467
Mnyanda, L., & Mbelani, M. (2018). Are we teaching critical digital literacy ? grade 9 learners ’ practices of digital communication. Reading & Writing, 9(1), 1–9. https://doi.org/10.4102/rw.v9i1.188
Mudra, H. (2020). Digital literacy among young learners: How do efl teachers and Learners view its benefits and barriers ? Teaching English with Technology, 20(3), 3–24. http://cejsh.icm.edu.pl/cejsh/element/bwmeta1.element.desklight-b96ae22d-d0db-4654-8326-ff613391cb2a
Nancy, L., Woo, D., de la Torre, J., & Wong, G. (2018). A global framework of reference on digital literacy skills for indicator 4.4.2. In UNESCO Institute for Statistics. https://uis.unesco.org/sites/default/files/documents/ip51-global-framework-reference-digital-literacy-skills-2018-en.pdf
Norte, P., Negreiros, J., & Correia, A. (2017). Cultivating students’ reading literacy using digital lexile based reading in a Chinese Primary School. International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2017), 2, 51–59. https://files.eric.ed.gov/fulltext/ED579453.pdf
Pepito, M. J. T., & Acledan, M. Y. (2022). Influence of digital literacy and self-directed learning in the online learning success of STEM college students. International Journal of Humanities Social Sciences and Education, 9(1), 88–100. https://doi.org/10.20431/2349-0381.0901007
Perdana, R., Jumadi, J., Rosana, D., & Riwayani, R. (2020). The online laboratory simulation with concept mapping and problem based learning (OLS-CMPBL): Is it effective in improving students’ digital literacy skills? Cakrawala Pendidikan, 39(2), 382–394. https://doi.org/10.21831/cp.v39i2.31491
Persky, A. M., Medina, M. S., & Castleberry, A. N. (2019). Developing critical thinking skills in pharmacy students. American Journal of Pharmaceutical Education, 83(2), 7033–7042. https://doi.org/10.5688/ajpe7033
Pratolo, B. W., & Solikhati, H. A. (2021). Investigating teachers’ attitude toward digital literacy in EFL classroom. Journal of Education and Learning (EduLearn), 15(1), 97–103. https://doi.org/10.11591/edulearn.v15i1.15747
Purnamasari, L., Herlina, K., Distrik, I. W., & Andra, D. (2021). Students’ digital literacy and collaboration abilities: An analysis in Senior High School students. Indonesian Journal of Science and Mathematics Education, 4(1), 48–57. https://doi.org/10.24042/ijsme.v4i1.8452
Purwanti, A., Hujjatusnaini, N., Septiana, N., Jasiah, J., & Amin, A. M. (2022). Analisis keterampilan berpikir Kritis mahasiswa melalui model blended-project based learning terintegrasi keterampilan abad 21 berdasarkan students skill. JIPI (Jurnal IPA dan Pembelajaran IPA), 6(3), 235–245. https://doi.org/10.24815/jipi.v6i3.25128
Radovan, V. (2014). Digital literacy as a prerequisite for achieving good academic performance. Information Literacy. Lifelong Learning and Digital Citizenship in the 21st Century, 160–169. https://doi.org/10.1007/978-3-319-14136-7_17
Rini, R., Mujiyati, Sukamto, I., & Hariri, H. (2022). The Effect of self-directed learning on students’ digital literacy levels in online learning. International Journal of Instruction, 15(3), 329–344. https://doi.org/10.29333/iji.2022.15318a
Rundel, C., & Salemink, K. (2021). Education sciences bridging digital Inequalities in rural schools in Germany: A geographical lottery ? Education Sciences, 11(181), 1–18. https://doi.org/10.18844/cjes.v16i1.5528
Sadaf, A., Wu, T., & Martin, F. (2021). Cognitive presence in online learning: A systematic review of empirical research from 2000 to 2019. Computers and Education Open, 2, 100050. https://doi.org/10.1016/j.caeo.2021.100050
Samson, N. L., Boyles, L. Z., & Arnado, A. A. (2021). Spiral progression approach: digital literacy and competency in teaching science. International Journal of Education and Research, 9(9), 111–120. https://www.ijern.com/journal/2021/September-2021/09.pdf
Saxena, P., Gupta, S. K., Mehrotra, D., Kamthan, S., Sabir, H., Katiyar, P., & Sai Prasad, S. V. (2018). Assessment of digital literacy and use of smart phones among Central Indian dental students. Journal of Oral Biology and Craniofacial Research, 8(1), 40–43. https://doi.org/10.1016/j.jobcr.2017.10.001
Scherer, R., & Siddiq, F. (2019). The relation between students’ socioeconomic status and ICT literacy: Findings from a meta-analysis. Computers and Education, 138(0317), 13–32. https://doi.org/10.1016/j.compedu.2019.04.011
Selfa S. M., & Llovera M. L. (2016). Scientific studies on literacy and digital literacy indexed in scopus: A literature review (2000-2013). Actualidades Pedagógicas, 67, 197. https://doi.org/10.19052/ap.3579
Setiawan, D., Mahanal, S., & Zubaidah, S. (2021). RICOSRE: Effect and potential to enhance biology students’ digital literacy at Universitas Negeri Malang. AIP Conference Proceedings, 2330(030041). https://doi.org/10.1063/5.0043139
Statistik, B. P. (2020). Statistik telekomunikasi Indonesia 2019. Badan Pusat Statistik. https://www.bps.go.id/publication/2020/12/02/be999725b7aeee62d84c6660/statistik-telekomunikasi-indonesia-2019.html
Utama, C., Sajidan, Nurkamto, J., & Wiranto. (2019). Investigating biology pre-service teacher perception of general biology and digital literacy. IOP Conference Series: Earth and Environmental Science, 243(012046), 012046. https://doi.org/10.1088/1755-1315/243/1/012046
Visser, R., & Flynn, A. B. (2018). What are students’ learning and experiences in an online learning tool designed for cognitive and metacognitive skill development? Collected Essays on Learning and Teaching, 11(1), 129–140. https://doi.org/10.22329/celt.v11i0.5039
Vodă, A. I., Cautisanu, C., Grădinaru, C., Tănăsescu, C., & de Moraes, G. H. S. M. (2022). Exploring digital literacy skills in economics and social sciences and humanities students. Sustainability (Switzerland), 14(5), 1–31. https://doi.org/10.3390/su14052483
Waldrip B, & Prain, V. (2016). Using multimodal representations to support learning in the science classroom. Springer International Publishing. https://doi.org/10.1007/978-3-319-16450-2
Watson, F. F., Castano Bishop, M., & Ferdinand-James, D. (2017). Instructional strategies to help online students learn: Feedback from online students. TechTrends, 61(5), 420–427. https://doi.org/10.1007/s11528-017-0216-y
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with JPBI (Jurnal Pendidikan Biologi Indonesia) agree to the following terms:
- For all articles published in JPBI, copyright is retained by the authors. Authors give permission to the publisher to announce the work with conditions. When the manuscript is accepted for publication, the authors agree to automatic transfer of the publishing right to the publisher.
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.