Unveiling the cognitive scaffold: Metacognitive correlates of academic resilience in biology learners
DOI:
https://doi.org/10.22219/jpbi.v10i2.33222Keywords:
academic resilience, biology, metacognitive, correlationAbstract
Good metacognitive allows individuals to more easily adapt to changes in the learning environment and face challenges that arise. They tend to be more flexible in changing their learning strategies according to new needs and situations. The aim of this research is to determine the correlation between metacognitive and the academic resilience of students concentrating on biology subjects at State of Senior High School 1 Tasikmalaya. This research was carried out from January to March 2024. The method used was correlational with a population of 950 students. Sampling was carried out using a quota sampling technique, that 10% of the population was taken which represents the research characteristics of 211 students. The study instruments used consisted of 3 validated instruments, including the Metacognitive Awareness Inventory (MAI) and Academic Resilience 30 (ARS-30). The data were analyzed using a bivariate correlation regression test. Based on the study results, it shows that there is a correlation between metacognitive and (R= 0.792; R2 = 0.627). The Effective Contribution (EC) given by metacognitive to academic resilience, is 15.7%. So, it could be concluded that the correlation between metacognitive to students' academic resilience in biology subjects at State of Senior High School 1 Tasikmalaya is in the strong category because it is in the regression criteria between 0.60 – 0.799.
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Adegboye, M. C., Bello, G., & Abimbola, I. O. (2017). Conceptions of the nature of biology held by senior secondary school biology teachers in Ilorin, Kwara State, Nigeria. Malaysian Online Journal of Educational Sciences, 5(3), 1–12. https://eric.ed.gov/?id=EJ1150431
Aini, M., Ridianingsih, D. S., & Yunitasari, I. (2022). Efektivitas model pembelajaran project based learning (PjBL) berbasis stemterhadap keterampilan berpikir kritis siswa. Jurnal Kiprah Pendidikan, 1(4), 247–253. https://doi.org/10.33578/kpd.v1i4.118
Alghadari, F., Sudirman, S., & Kurniasi, E. R. (2022). Keterlibatan berpikir siswa: Status “ada” dalam pembelajaran. Eureka: Journal of Educational Research, 1(1), 29–40. https://doi.org/10.56773/ej er.v1i1.5
Arikunto, S. (2013). Research procedure (A Practice Approach). Rineka Cipta. https://opac.perpusnas .go.id/DetailOpac.aspx?id=801361
Aziziy, Y. N., Sulhadi, & Hartono. (2015). Penerapan model ill-structured cooperative problem solving (ICPS) untuk meningkatkan metakognisi siswa. Journal of Innovative Science Education, 8(2), 8–14. http://journal.unnes.ac.id/sju/index.php/jise
Baniani, P., & Davoodi, A. (2021). Predicting academic resilience based on metacognitive beliefs and achievement motivation in high school students in Shiraz, Iran. International Journal of Pediatrics, 9(6), 13765–13774. https://doi.org/10.22038/IJP.2020.53686.4257
Cassidy, S. (2016). The Academic Resilience Scale (ARS-30): A new multidimensional construct measure. Frontiers in Psychology, 7(NOV), 1–11. https://doi.org/10.3389/fpsyg.2016.01787
Choirudin, M., & Sahlan, U. M. (2023). Desain model pembelajaran SKI berbasis masalah untuk meningkatkan metakognitif peserta didik di MAN 2 Jember. Joel : Jurnal of Educational Language Research, 3(2), 73–82. https://bajangjournal.com/index.php/JOEL/article/view/5815
Dwiastuti, I., Hendriani, W., & Andriani, F. (2021). Perkembangan penelitian resiliensi akademik di Indonesia: Scoping literature review (The development of academic resilience research in Indonesia: Scoping literature review). Jurnal Psikologi TALENTA, 7(1), 23–35. https://ojs.unm.ac .id/talenta/article/view/23748
Dwyer, C. P., Hogan, M. J., & Stewart, I. (2014). An integrated critical thinking framework for the 21st century. Thinking Skills and Creativity, 12, 43–52. https://doi.org/10.1016/j.tsc.2013.12.004
Ermin, E. (2021). Analisis keterampilan metakognisi siswa pada mata pelajaran IPA Biologi di SMP Kota Ternate. Jurnal Pendidikan Dan Pembelajaran Indonesia (JPPI), 1(1), 56–60. https://doi.org/10.53299/jppi.v1i1.25
Eva, N., Parameitha, D. D., Farah, F. A. M., & Nurfitriana, F. (2021). Academic resilience and subjective well-being amongst college students using online learning during the COVID-19 Pandemic. KnE Social Sciences, 2020, 202–214. https://doi.org/10.18502/kss.v4i15.8206
Fauzi, A., & Fariantika, A. (2018). Courses perceived difficult by undergraduate students majoring in biology. Biosfer: Jurnal Pendidikan Biologi, 11(2), 78–89. https://doi.org/10.21009/biosferjpb .v11n2.78-89
Fitria, L., Jamaluddin, J., & Artayasa, I. P. (2020). Analisis hubungan antara kesadaran metakognitif dengan hasil belajar Matematika dan IPA Siswa SMA di Kota Mataram. Jurnal Kependidikan: Jurnal Hasil Penelitian Dan Kajian Kepustakaan Di Bidang Pendidikan, Pengajaran Dan Pembelajaran, 6(1), 147. https://doi.org/10.33394/jk.v6i1.2302
Florensa, F., Sari, L., Hidayah, N., Yousriatin, F., & Litaqia, W. (2023). Edukasi kesehatan jiwa dalam meningkatkan resiliensi remaja Kota Pontianak. Jurnal Pengabdian Mandiri, 2(8). https://bajang journal.com/index.php/JPM/article/view/6401/4876
Frisk, E., & Larson, K. (2011). Educating for sustainability: Competencies & practices for transformative action. Journal of Sustainability Education, 2(March), 1–20. http://www.jsedimensions.org/word press/wp-content/uploads/2011/03/FriskLarson2011.pdf
Hakimi, A., Nodoushan, A. J., Tarazi, Z., Aghaei, H., & Saberi, F. (2019). The effect of cognitive-behavioral training based on self-esteem on social adjustment and academic achievement motivation of first-grade high school female students in Ashkezar. Iranian Journal of Learning and Memory, 1(4), 59–65. https://doi.org/10.22034/iepa.2019.89170
Hamzah, R. A., Mesra, R., Karo, K. B., Alifah, N., Hartini, A., Agusta, H. G. P., Yusuf, F. M., Subroto, D. E., Febriyanti, F., Laila, L., Lisarani, V., Ramadhani, M. I., Larekeng, S. H., Tunnoor, S., Bayu, R., & Pinasti, T. (2023). Strategi pembelajaran Abad 21. PT. Mifandi Mandiri Digital. https://doi.org/10.31219/osf.io/ec6du
Hossain, Z., Bumbacher, E., Brauneis, A., Diaz, M., Saltarelli, A., Blikstein, P., & Riedel-Kruse, I. H. (2018). Design guidelines and empirical case study for scaling authentic inquiry-based science learning via open online courses and interactive biology cloud labs. International Journal of Artificial Intelligence in Education, 28(4), 478–507. https://doi.org/10.1007/s40593-017-0150-3
Jovanka, D. R., Sumantri, M. S., Dhieni, N., & Karnadi. (2021). Early Childhood Educators’ Attitude toward STEAM and Online Learning as 21-st Century Skills. Indonesian Journal of Early Childhood Education Studies, 10(2), 128–135. https://doi.org/10.15294/ijeces.v10i2.47862
Khairunnisa, D. A., & Setyowati, A. (2022). Resiliensi siswa SMK selama masa pandemi COVID-19. Prosiding Seminar Nasional Hasil …, 25–29. http://www.seminar.uad.ac.id/index.php/semhas mengajar/article/view/6828%0Ahttp://www.seminar.uad.ac.id/index.php/semhasmengajar/article/viewFile/6828/1877
Marthaliakirana, A. D., Suwono, H., Saefi, M., & Gofur, A. (2022). Problem-based learning with metacognitive prompts for enhancing argumentation and critical thinking of secondary school students. Eurasia Journal of Mathematics, Science and Technology Education, 18(9). https://doi.org/10.29333/ejmste/12304
Martin, A. J., & Marsh, H. W. (2009). Academic resilience and academic buoyancy: Multidimensional and hierarchical conceptual framing of causes, correlates and cognate constructs. Oxford Review of Education, 35(3), 353–370. https://doi.org/10.1080/03054980902934639
McComas, W. F., Reiss, M. J., Dempster, E., Lee, Y. C., Olander, C., Clément, P., Boerwinkel, D. J., & Waarlo, A. J. (2018). Considering grand challenges in biology education: Rationales and proposals for future investigations to guide instruction and enhance student understanding in the life sciences. The American Biology Teacher, 80(7), 483–492. https://doi.org/10.1525/abt. 2018.80.7.483
Medlicott, E., Phillips, A., Crane, C., Hinze, V., Taylor, L., Tickell, A., Montero-Marin, J., & Kuyken, W. (2021). The mental health and wellbeing of university students: Acceptability, effectiveness and mechanisms of a mindfulness-based course. International Journal of Environmental Research and Public Health, 18(11). https://doi.org/10.3390/ijerph18116023
Mehrabian, N., Salehi, H., Tabatabaei, O., & Vahid-Dastjerdi, H. (2022). EFL Teachers’ Resilience Prediction Based on Academic Self-Efficacy, Problem Solving Skills, and Metacognitive Skills. Iranian Evolutionary and Educational Psychology, 4(2), 228–243. https://doi.org/10.52547/ ieepj.4.2.228
Mohammad, R. F., & Kamran, M. (2023). Examining the efficacy of online learning in nurturing students’ learning: an analysis of students’ experiences. Asian Association of Open Universities Journal, 18(3), 218–232. https://doi.org/10.1108/AAOUJ-11-2022-0163
Moyano, N., Quílez-Robres, A., & Pascual, A. C. (2020). Self-esteem and motivation for learning in academic achievement: The mediating role of reasoning and verbal fluidity. Sustainability (Switzerland), 12(14), 1–14. https://doi.org/10.3390/su12145768
Muspawi, M. (2020). Menata pendidikan karakter untuk peningkatan motivasi belajar siswa. Jurnal Literasiologi, 4(2). https://doi.org/10.47783/literasiologi.v4i2.147
Nejati, S., Akbari, B., & Nazari, N. (2019). Comparison of resilience, cognitive emotion regulation and metacognitive beliefs of primiparous and multiparous women. International Clinical Neuroscience Journal, 6(4), 146–150. https://doi.org/10.15171/icnj.2019.27
Nuragnia, B., Nadiroh, N., & Usman, H. (2021). Pembelajaran STEAM di sekolah dasar: Implementasi dan tantangan. Jurnal Pendidikan dan Kebudayaan, 6(2), 187–197. https://doi.org/10.24832 /jpnk.v6i2.2388
Panchu, P., Bahuleyan, B., Seethalakshmi, K., & Thomas, T. (2016a). Metacognitive awareness- evaluation and implications in medical students. International Journal of Research in Medical Sciences, 4(8), 3570–3575. https://doi.org/10.18203/2320-6012.ijrms20162331
Panchu, P., Bahuleyan, B., Seethalakshmi, K., & Thomas, T. (2016b). Metacognitive knowledge : a tool for academic success. International Journal of Medical Research Professionals, 2(5), 3–6. https://doi.org/10.21276/ijmrp.2016.2.5.026
Pintrich, P. R., & Groot, E. V. De. (1990). Motivational and self-regulated learning components of classroom. Journal of Educational Psychology, 82(1), 33–40. https://doi.org/10.1037/0022-0663.82.1.33
Raghunathan, S., Singh, A. D., & Sharma, B. (2022). Study of resilience in learning environments during the Covid-19 pandemic. Frontiers in Education, 6(January), 1–9. https://doi.org/10. 3389/feduc.2021.677625
Salim, F., & Fakhrurrozi, M. (2020). Efikasi diri akademik dan resiliensi pada mahasiswa. Jurnal Psikologi, 16(2), 175. https://doi.org/10.24014/jp.v16i2.9718
Sari, D. E., Hindun, I., Mahmudati, N., Miharja, F. J., & Fauzi, A. (2020). Are male and female students different in high-order thinking skills? JPI (Jurnal Pendidikan Indonesia), 9(1), 42. https://doi.org/10.23887/jpi-undiksha.v9i1.17575
Saygili, S. (2017). Examining The Problem Solving Skills and The Strategies Used by High School Students in Solving Non-routine Problems. E-International Journal of Educational Research, 8(2), 91–114. https://doi.org/10.19160/ijer.321075
Schraw, G., & Dennison, R. S. (1994). Assessing metacognitive awareness. In Contemporary Educational Psychology (Vol. 19, Issue 4, pp. 460–475). https://doi.org/10.1006/ceps.1994.1033
Scott, C. L. (2015). The futures of learning 2: What kind of learning for the 21st Century? https://unesco.org/ark:/48223/pf0000242996
Suwandi, S., Ulya, C., Wardani, N. E., & ... (2024). Representasi pengetahuan dan keterampilan berpikir aras tinggi dalam modul Bahasa Indonesia sekolah menengah pertama. Indonesian …, 9(2), 284–298. https://doi.org/10.24235/ileal.v9i2.15410
Tran, T. X., Vo, T. T. T., & Ho, C. (2023). From academic resilience to academic burnout among international university students during the Post-COVID-19 New Normal: An empirical study in Taiwan. Behavioral Sciences, 13(3). https://doi.org/10.3390/bs13030206
Trigueros, R., Aguilar-Parra, J. M., Mercader, I., Fernández-Campoy, J. M., & Carrión, J. (2020). Set the controls for the heart of the maths. The protective factor of resilience in the face of mathematical anxiety. Mathematics, 8(10), 1–11. https://doi.org/10.3390/math8101660
Turiman, P., Omar, J., Daud, A. M., & Osman, K. (2012). Fostering the 21st Century skills through scientific literacy and science process skills. Procedia - Social and Behavioral Sciences, 59, 110–116. https://doi.org/10.1016/j.sbspro.2012.09.253
Wagener, B. (2013). Autogenic Training, Metacognition and Higher Education. Educational Psychology, 33(7), 849–861. https://doi.org/10.1080/01443410.2013.785051
Wardana, R. W., Prihatini, A., & Hidayat, M. (2020). Identifikasi kesadaran metakognitif peserta didik dalam pembelajaran Fisika. PENDIPA Journal of Science Education, 5(1), 1–9. https://doi. org/10.33369/pendipa.5.1.1-9
Wardoyo, C., Narmaditya, B. S., & Wibowo, A. (2021). Does problem-based learning enhances metacognitive awareness of economics students? Pegem Journal of Education and Instruction, 11(4), 329–336. https://doi.org/10.47750/pegegog.11.04.32
Yeh, Y. C., Kwok, O. M., Chien, H. Y., Sweany, N. W., Baek, E., & McIntosh, W. A. (2019). How college students’ achievement goal orientations predict their expected online learning outcome: The mediation roles of self-regulated learning strategies and supportive online learning behaviors. Online Learning Journal, 23(4), 23–41. https://doi.org/10.24059/olj.v23i4.2076
Zhang, X., Huang, P. fei, Li, B. qin, Xu, W. jian, Li, W., & Zhou, B. (2021). The influence of interpersonal relationships on school adaptation among Chinese university students during COVID-19 control period: Multiple mediating roles of social support and resilience. Journal of Affective Disorders, 285(February), 97–104. https://doi.org/10.1016/j.jad.2021.02.040
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