Analysis Effectiveness of Implementation Assessment as Learning on Metacognitive Skills
Abstract
Objective: This study aims to determine the most effective application of assessment in improving metacognitive skills in the learning process. Method: The method used is a literature review. A literature review is defined as an investigation of scientific articles, books, and other sources related to a particular problem, field of research, or theory to provide an overview, summary, and evaluation of scientific work. This research method uses several steps, including (1) topic identification about Assessment as Learning and metacognitive skill; (2) search and select appropriate articles by Scopus and Google Scholar; (3) analyze and synthesize literature; and (4) text organization. Results: Assessment as learning can be applied using self-assessment, peer assessment, making portfolios and rubrics, as well as group discussions and the teacher. This approach can also be designed online or offline. Self-assessment and peer assessment are more effective in improving metacognitive skills in learning. Novelty: This study can provide an overview assessment design by actively involving learners to improve metacognitive skills, which can help realize the achievement of learning objectives.



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References
Abdullah, T. M. (2017). Enhancing metacognition skills by using reflective e-portfolio. SSRN Papers, 1-12. http://dx.doi.org/10.2139/ssrn.3058030
Akleh, A., & Wahab, R. A. (2020). Effectiveness of course portfolio in improving course quality at higher education. International Journal of Higher Education, 9(3), 39–48. https://doi.org/10.5430/ijhe.v9n3p39
Andrade, H. L. (2019). A critical review of research on student self-assessment. Frontiers in Education, 4, 1–13. https://doi.org/10.3389/feduc.2019.00087
Ayuningtyas, D., Praherdiono, H., & Wedi, A. (2018). Aplikasi web evaluasi proses pembelajaran dengan pendekatan assessment as learning. Jurnal Kajian Teknologi Pendidikan, 1(1), 77-84.
Azizah, U., & Nasrudin, H. (2018). Empowerment of metacognitive skills through development of instructional materials on the topic of hydrolysis and buffer solutions. Journal of Physics: Conference Series, 953, 1-9. http://dx.doi.org/10.1088/1742-6596/953/1/012199
Basri, H., Purwanto, P., As’ari, A. R., & Sisworo, S. (2019). Investigating critical thinking skill of junior high school in solving mathematical problem. International Journal of Instruction, 12(3), 745–758. https://doi.org/10.29333/iji.2019.12345a
Brandmo, C., Panadero, E., & Hopfenbeck, T. N. (2020). Bridging classroom assessment and self-regulated learning. Assessment in Education: Principles, Policy and Practice, 27(4), 319–331. https://doi.org/10.1080/0969594X.2020.1803589
Brown, G. T. L. (2019). Is assessment for learning really assessment? Frontiers in Education, 4, 1–7. https://doi.org/10.3389/feduc.2019.00064
Chen, S., & Wang, J. (2019). Effects of task-based language teaching (TBLT) approach and language assessment on students’ competences in intensive reading course. English Language Teaching, 12(3), 119-127. https://doi.org/10.5539/elt.v12n3p119
Cheng, K. H., & Hou, H. T. (2015). Exploring students’ behavioura patterns during online peer assessment from the affective, cognitive, and metacognitive perspectives: A progressive sequential analysis. Technology, Pedagogy and Education, 24(2), 171-188. https://doi.org/10.1080/1475939X.2013.822416
Creswell, J. W. (2012). Educational research: Planning,. conducting, and evaluting. Pearson Education, Inc.
Dignath, C., & Veenman, M. V. J. (2021). The role of direct strategy instruction and indirect activation of self-regulated learning—Evidence from classroom observation studies. Educational Psychology Review, 33(2), 489–533. https://doi.org/10.1007/s10648-020-09534-0
Ebrahimi, M., Izadpanah, S., & Namaziandost, E. (2021). The impact of writing self-assessment and peer assessment on iranian EFL learners’ autonomy and metacognitive awareness. Education Research International, 1-12. https://doi.org/10.1155/2021/9307474
Febriana, E., & Mukhidin, M. (2019). Metakognitif sebagai keterampilan berpikir tingkat tiggi pada pembelajaran abad 21. Jurnal Ilme Pendidikan dan Pengajaran, 6(1), 25-32.
Ferreira, M., Martinsone, B., & Talić, S. (2020). Promoting sustainable social emotional learning at school through relationship-centered learning environment, teaching methods and formative assessment. Journal of Teacher Education for Sustainability, 22(1), 21–36. https://doi.org/10.2478/jtes-2020-0003
Gencel, I. K. (2016). The effect of portfolio assessments on metacognitive skills and on attitudes toward a course. Educational Sciences: Theory and Practice, 17(1), 293-319. https://doi.org/10.12738/estp.2017.1.0378
Gezer, T., Wang, C., Polly, A., Martin, C., Pugalee, D., & Lambert, R. (2021). The relationship between formative assessment and summative assessment in primary grade mathematics classrooms. International Electronic Journal of Elementary Education, 13(5), 673–685. https://doi.org/10.26822/iejee.2021.220
Granberg, C., Palm, T., & Palmberg, B. (2021). A case study of a formative assessment practice and the effects on students’ self-regulated learning. Studies in Educational Evaluation, 68, 1-10. https://doi.org/10.1016/j.stueduc.2020.100955
Gutiérrez-Santiuste, E., García-Segura, S., Olivares-García, M. Á., & González-Alfaya, E. (2022). Higher education students’ perception of the e-portfolio as a tool for improving their employability: Weaknesses and strengths. Education Sciences, 12(5), 1-10. https://doi.org/10.3390/educsci12050321
Hammerstein, S., König, C., Dreisörner, T., & Frey, A. (2021). Effects of COVID-19-related school closures on student achievement-a systematic review. Frontiers in Psychology, 12, 1–8. https://doi.org/10.3389/fpsyg.2021.746289
Han, C., & Fan, Q. (2020). Using self-assessment as a formative assessment tool in an English-Chinese interpreting course: Student views and perceptions of its utility. Perspectives: Studies in Translation Theory and Practice, 28(1), 109–125. https://doi.org/10.1080/0907676X.2019.1615516
Händel, M., Wimmer, B., & Ziegler, A. (2020). E-portfolio use and its effects on exam performance–a field study. Studies in Higher Education, 45(2), 258–270. https://doi.org/10.1080/03075079.2018.1510388
Hiver, P., Solarte, A. C. S., Whiteside, Z., Kim, C. J., & Whitehead, G. E. K. (2021). The role of language teacher metacognition and executive function in exemplary classroom practice. Modern Language Journal, 105(2), 484–506. https://doi.org/10.1111/modl.12707
Hiver, P., Whiteside, Z., Sánchez Solarte, A. C., & Kim, C. J. (2021). Language teacher metacognition: Beyond the mirror. Innovation in Language Learning and Teaching, 15(1), 52–65. https://doi.org/10.1080/17501229.2019.1675666
Hokor, E. K., & Sedofia, J. (2021). Developing probabilistic reasoning in preservice teachers: Comparing the learner-centered and teacher-centered approaches of teaching. International Journal of Studies in Education and Study, 2(2), 120-145.
Hota, C. P. P. K., Asanambigai, V., & Lakshmi, D. (2022). Investigation of metacognitive awareness in learning programming course using multiple criteria decision making algorithm: TOPSIS. Journal of Pharmaceutical Negative Results, 13(9), 1007–1016. https://doi.org/10.47750/pnr.2022.13.s09.121
Howlett, M. A., McWilliams, M. A., Rademacher, K., O’Neill, J. C., Maitland, T. L., Abels, K., Demetriou, C., & Panter, A. T. (2021). Investigating the effects of academic coaching on college students’ metacognition. Innovative Higher Education, 46(2), 189–204. https://doi.org/10.1007/s10755-020-09533-7
Jamrus, M. H. M., & Razali, A. B. (2019). Using self-assessment as a tool for english language learning. English Language Teaching, 12(11), 64-72. https://doi.org/10.5539/elt.v12n11p64
Jia, X., Li, W., & Cao, L. (2019). The role of metacognitive components in creative thinking. Frontiers in Psychology, 10, 1-10. https://doi.org/10.3389/fpsyg.2019.02404
Jivet, I., Scheffel, M., Schmitz, M., Robbers, S., Specht, M., & Drachsler, H. (2020). From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education. Internet and Higher Education, 47, 1-12. https://doi.org/10.1016/j.iheduc.2020.100758
Karami, S., Sadighi, F., Bagheri, M. S., & Riasati, M. J. (2019). The impact of application of electronic portfolio on undergraduate English Majors’ writing proficiency and their self-regulated learning. International Journal of Instruction, 12(1), 1319–1334. https://doi.org/10.29333/iji.2019.12184a
Kasneci, E., Sessler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., Gasser, U., Groh, G., Günnemann, S., Hüllermeier, E., Krusche, S., Kutyniok, G., Michaeli, T., Nerdel, C., Pfeffer, J., Poquet, O., Sailer, M., Schmidt, A., Seidel, T., … Kasneci, G. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. Learning and Individual Differences, 103, 1-15. https://doi.org/10.1016/j.lindif.2023.102274
Khosravi, R., Dastgoshadeh, A., & Jalilzadeh, K. (2023). Writing metacognitive strategy-based instruction through flipped classroom: an investigation of writing performance, anxiety, and self-efficacy. Smart Learning Environments, 10(1), 1-19. https://doi.org/10.1186/s40561-023-00264-8
Kostadinovska-Stojchevska, B., & Popovikj, I. (2019). Teacher talking time vs. student talking time: moving from teacher-centered classroom to learner-centered classroom. The International Journal of Applied Language Studies and Culture, 2(2), 25–31. https://doi.org/10.34301/alsc.v2i2.22
Kusuma, A. S. H. M., & Nisa, K. (2018). Hubungan keterampilan metakognitif dengan hasil belajar mahasiswa S1 PGSD universitas mataram pada pembelajaran menggunakan pendekatan konstruktivisme. Jurnal Ilmiah Profesi Pendidikan, 3(2), 140-145. https://doi.org/10.29303/jipp.v3i2.23
Laksana, I. P. Y., Yuliantini, N. N., Suciani, N. K., Purandina, I. P. Y., & Boyce, G. P. (2021). Employing e-portfolio based learning in improving self-efficacy of student’s speaking ability. Journal of Applied Studies in Language, 5(2), 229–236. https://doi.org/10.31940/jasl.v5i2.229-236
Larsen, Y. C., Groß, J., & Bogner, F. X. (2020). Bringing out-of-school learning into the classroom: Self-versus peer-monitoring of learning behaviour. Education Sciences, 10(10), 1–18. https://doi.org/10.3390/educsci10100284
Lee, Y. F., Lin, C. J., Hwang, G. J., Fu, Q. K., & Tseng, W. H. (2021). Effects of a mobile-based progressive peer-feedback scaffolding strategy on students’ creative thinking performance, metacognitive awareness, and learning attitude. Interactive Learning Environments, 31(5), 2986-3002. https://doi.org/10.1080/10494820.2021.1916763
Liu, L. (2022). The contribution of the flipped learning environment to value perception and controllability of classroom activities as antecedents of learners’ anxiety: A control-value approach. Frontiers in Psychology, 13, 1–8. https://doi.org/10.3389/fpsyg.2022.1000710
López-Crespo, G., Blanco-Gandía, M. C., Valdivia-Salas, S., Fidalgo, C., & Sánchez-Pérez, N. (2022). The educational e-portfolio: preliminary evidence of its relationship with student’s self-efficacy and engagement. Education and Information Technologies, 27(4), 5233–5248. https://doi.org/10.1007/s10639-021-10827-2
Lui, A. M., & Andrade, H. L. (2022). The next black box of formative assessment: A model of the internal mechanisms of feedback processing. Frontiers in Education, 7, 1–14. https://doi.org/10.3389/feduc.2022.751548
Lukitasari, M., Rusdi, H., Sukri, A., & Handhika, J. (2021). Developing student’s metacognitive ability in science through project-based learning with e-portfolio. International Journal of Evaluation and Research in Education (IJERE), 10(3), 948-955. http://dx.doi.org/10.11591/ijere.v10i3.21370
Lukitasari, N., Rusdi, H., & Sukri, A. (2020). The effect of e-portfolio on biological concepts understanding and responses of students with different academic achievement levels. International Journal of Instruction, 13(1), 685-694. https://doi.org/10.29333/iji.2020.13144a
Mandasari, B., & Aminatun, D. (2020). Improving students’ speaking performance through vlog. English Education : Journal of English Teaching and Research, 5(2), 136–142. https://doi.org/10.29407/jetar.v5i2.14772
McPherson, P. J. (2021). “A metamorphosis of the educator”: A hermeneutic phenomenology study of the perceptions and lived experiences of the 6–12 educator in transitioning from teacher‐centered to student‐centered learning. The Journal of Competency-Based Education, 6(2), 1–11. https://doi.org/10.1002/cbe2.1230
Mellinger, C. D. (2019). Metacognition and self-assessment in specialized translation education: task awareness and metacognitive bundling. Studies in Translation Theory and Practice, 27(4), 604-621. https://doi.org/10.1080/0907676X.2019.1566390
Muchlis, M., Ibnu, S., Subandi, S., & Marfuah, S. (2020). Students’ result of learning at chemistry department through assessment of, for, and as learning implementation. International Journal of Instruction, 13(2), 165–178. https://doi.org/10.29333/iji.2020.13212a
Namaziandost, E., Alekasir, S., Hassan Mohammed Sawalmeh, M., & Miftah, M. Z. (2020). Investigating the Iranian EFL learners’ attitudes towards the implementation of e-portfolios in English learning and assessment. Cogent Education, 7(1). https://doi.org/10.1080/2331186X.2020.1856764
Namoun, A., & Alshanqiti, A. (2021). Predicting student performance using data mining and learning analytics techniques: A systematic literature review. Applied Sciences (Switzerland), 11(1), 1–28. https://doi.org/10.3390/app11010237
Nsabayezu, E., Mukiza, J., Iyamuremye, A., Mukamanzi, O. U., & Mbonyiryivuze, A. (2022). Rubric-based formative assessment to support students’ learning of organic chemistry in the selected secondary schools in rwanda: A technology-based learning. Education and Information Technologies, 27(9), 12251–12271. https://doi.org/10.1007/s10639-022-11113-5
Pantiwati, Y. & Husamah, H. (2017). Self and peer assessments in active learning model to increase metacognitive awareness and cognitive abilities. International Journal of Instruction, 10(4), 185-202. http://dx.doi.org/10.12973/iji.2017.10411a
Puspita, R. I., & Wrahatnolo, T. (2023). Pengaruh keterampilan metakognitif dan berpikir kritis terhadap hasil belajar siswa SMK negeri 2 surabaya. JVTE: Journal of Vocational and Technical Education, 5(2), 178–185. https://doi.org/10.26740/jvte.v5n2.p178-185
Rajabalee, Y. B., & Santally, M. I. (2021). Learner satisfaction, engagement and performances in an online module: Implications for institutional e-learning policy. Education and Information Technologies, 26(3), 1-8. https://doi.org/10.1007/s10639-020-10375-1
Ramadhanti, D., & Yanda, D. P. (2021). Students’ metacognitive awareness and its impact on writing skill. International Journal of Language Education, 5(3), 193–206. https://doi.org/10.26858/ijole.v5i3.18978
Schellekens, L. H., Bok, H. G. J., de Jong, L. H., van der Schaaf, M. F., Kremer, W. D. J., & van der Vleuten, C. P. M. (2021). A scoping review on the notions of Assessment as Learning (AaL), Assessment for Learning (AfL), and Assessment of Learning (AoL). Studies in Educational Evaluation, 71, 1-10. https://doi.org/10.1016/j.stueduc.2021.101094
Schildkamp, K. (2019). Data-based decision-making for school improvement: Research insights and gaps. Educational Research, 61(3), 257–273. https://doi.org/10.1080/00131881.2019.1625716
Segaran, M. K., & Hasim, Z. (2021). Self-regulated learning through eportfolio: A meta-analysis. Malaysian Journal of Learning and Instruction, 18(1), 131–156. https://doi.org/10.32890/MJLI2021.18.1.6
Shaw, A., Liu, O. L., Gu, L., Kardonova, E., Chirikov, I., Li, G., Hu, S., Yu, N., Ma, L., Guo, F., Su, Q., Shi, J., Shi, H., & Loyalka, P. (2020). Thinking critically about critical thinking: validating the russian heighten® critical thinking assessment. Studies in Higher Education, 45(9), 1933–1948. https://doi.org/10.1080/03075079.2019.1672640
Siegesmund, A. (2017). Using self-assessment to develop meta-cognition and self-regulated learners. FEMS Microbiology Letters, 364(11), 1-12. https://doi.org/10.1093/femsle/fnx096
Sunzuma, G., & Luneta, K. (2023). Zimbabwean mathematics pre-service teachers’ implementation of the learner-centered curriculum during teaching practice. Eurasia Journal of Mathematics, Science and Technology Education, 19(5), 1-10. https://doi.org/10.29333/EJMSTE/13131
Supena, I., Darmuki, A., & Hariyadi, A. (2021). The influence of 4C (constructive, critical, creativity, collaborative) learning model on students’ learning outcomes. International Journal of Instruction, 14(3), 873–892. https://doi.org/10.29333/iji.2021.14351a
Tachie, S. A. (2019). Meta-cognitive skills and strategies application: How this helps learners in mathematics problem-solving. Eurasia Journal of Mathematics, Science and Technology Education, 15(5), 1-9. https://doi.org/10.29333/ejmste/105364
Tapingkae, P., Panjaburee, P., Hwang, G. J., & Srisawasdi, N. (2020). Effects of a formative assessment-based contextual gaming approach on students’ digital citizenship behaviours, learning motivations, and perceptions. Computers and Education, 159, 1-12. https://doi.org/10.1016/j.compedu.2020.103998
Teng, M. F., Qin, C., & Wang, C. (2022). Validation of metacognitive academic writing strategies and the predictive effects on academic writing performance in a foreign language context. Metacognition and Learning, 17(1), 167–190. https://doi.org/10.1007/s11409-021-09278-4
Ticheloven, A., Blom, E., Leseman, P., & McMonagle, S. (2021). Translanguaging challenges in multilingual classrooms: Scholar, teacher and student perspectives. International Journal of Multilingualism, 18(3), 491–514. https://doi.org/10.1080/14790718.2019.1686002
Topping, K. J. (2023). Digital peer assessment in school teacher education and development: a systematic review. Research Papers in Education, 38(3), 472–498. https://doi.org/10.1080/02671522.2021.1961301
van Gaalen, A. E. J., Brouwer, J., Schönrock-Adema, J., Bouwkamp-Timmer, T., Jaarsma, A. D. C., & Georgiadis, J. R. (2021). Gamification of health professions education: a systematic review. Advances in Health Sciences Education, 26(2), 683–711. https://doi.org/10.1007/s10459-020-10000-3
Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.
Wafubwa, R. N. & Csikos, C. (2021). Formative assessment as a predictor of mathematics teachers’ levels of metacognitive regulation. International Journal of Instruction, 14(1), 983-998. http://dx.doi.org/10.29333/iji.2021.14158a
Walland, E., & Shaw, S. (2022). E-portfolios in teaching, learning and assessment: tensions in theory and praxis. Technology, Pedagogy and Education, 31(3), 363–379. https://doi.org/10.1080/1475939X.2022.2074087
Wang, C. Y., Gao, B. L., & Chen, S. J. (2023). The effects of metacognitive scaffolding of project-based learning environments on students’ metacognitive ability and computational thinking. Education and Information Technologies, 0123456789. https://doi.org/10.1007/s10639-023-12022-x
Wass, R., Rogers, T., Brown, K., Smith-Han, K., Tagg, J., Berg, D., & Gallagher, S. (2023). Pedagogical training for developing students’ metacognition: implications for educators. International Journal for Academic Development, 1–14. https://doi.org/10.1080/1360144X.2023.2246442
Yan, Z., & Carless, D. (2022). Self-assessment is about more than self: The enabling role of feedback literacy. Assessment and Evaluation in Higher Education, 47(7), 1116–1128. https://doi.org/10.1080/02602938.2021.2001431
Yan, Z., Panadero, E., Wang, X., & Zhan, Y. (2023). A systematic review on students’ perceptions of self-assessment: usefulness and factors influencing implementation. Educational Psychology Review, 35(3), 1–28. https://doi.org/10.1007/s10648-023-09799-1
Zhang, J., Chen, Z., Ma, J., & Liu, Z. (2021). Investigating the influencing factors of teachers’ information and communications technology-integrated teaching behaviors toward “learner-centered” reform using structural equation modeling. Sustainability (Switzerland), 13(22), 1-9. https://doi.org/10.3390/su132212614
Zheng, L., Cui, P., Li, X., & Huang, R. (2017). Synchronous discussion between assessors and assesses in web-based peer assessment: Impact on writing performance, feedback quality, meta-cognitive awareness and self-efficacy. Assessment & Evaluation in Higher Education, 43(3), 500-514. https://doi.org/10.1080/02602938.2017.1370533
Zhu, M., & Bonk, C. J. (2019). Designing MOOCS to facilitate participant self-monitoring for self-directed learning. Online Learning Journal, 23(4), 106–134. https://doi.org/10.24059/olj.v23i4.2037
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