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Metacognitive Conceptual Change (MCC) Learning Model: Improving Students' Conceptual Change through Metacognitive Skills, Motivation, and Scientific Knowledge

Jurnal Pendidikan IPA Indonesia · Vol. 12 No. 3 (2023) · pp. 423–438

DOI
10.15294/jpii.v12i3.45737
ISSN
2089-4392, 2339-1286
Published
2023-09-28
Publisher
Program Studi Pendidikan IPA Fakultas Matematika dan Ilmu Pengetahuan Alam (FMIPA)
Language
eng

Abstract

Conceptual change (CC) is a learning process in which students’ misconceptions are transformed into more scientific knowledge. The Metacognitive Conceptual Change (MCC) learning model is created by incorporating metacognitive skills and motivation elements into the CC model to make it more effective. It is necessary to look into the MCC model’s efficacy in encouraging students’ CC. This study aims to evaluate the MCC model’s effectiveness in improving conceptual changes in students through metacognitive skills, motivation, and scientific knowledge. This study used the experimental method with a one-group pretest-posttest design. The trial subjects were limited to 25 participants, while the broad trial subjects comprised 60 participants. Data was collected from tests, observations, questionnaires, and documentation. Data analysis techniques used in this study were descriptive, qualitative (n-gain test), and quantitative (paired t-test). The results demonstrate that the MCC learning model successfully raises students’ motivation, scientific knowledge, and metacognitive skills (p Sig. 0.05), encouraging the CC process. It is concluded that the MCC learning model effectively improves students’ CC by incorporating scientific knowledge, motivation, and metacognitive skills into instructional decisions. The MCC has practical implications for assessing CC through motivation and metacognitive scaffolding.

Keywords

Collaboration network of the authors

13 authors · 31 co-authorship links · 13 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Lambung Mangkurat University
  • Lampung University
  • University of Technology Malaysia
  • Universitas Islam Negeri Raden Intan Lampung
  • Indonesia Open University
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
I Wayan DistrikLampung University1
Chandra ErtikantoLampung University1
Yeni PurwatiLampung University1
Antomi SaregarUniversitas Islam Negeri Raden Intan Lampung1
Risma FitriyanaLambung Mangkurat University1
Muhammad Fuad Sya’banLambung Mangkurat University1
Ikhwan Khairu SadiqinIndonesia Open University1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://journal.unnes.ac.id/nju/index.php/jpii/oai, first harvested 29 Okt 2026, last seen 1 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">Metacognitive Conceptual Change (MCC) Learning Model: Improving Students' Conceptual Change through Metacognitive Skills, Motivation, and Scientific Knowledge</dc:title>
	<dc:creator>Syahmani, S.</dc:creator>
	<dc:creator>Hafizah, E.</dc:creator>
	<dc:creator>Sholahuddin, A.</dc:creator>
	<dc:creator>Sauqina, S.</dc:creator>
	<dc:creator>Prasetyo, Y. D.</dc:creator>
	<dc:creator>Rahman, N. F. A.</dc:creator>
	<dc:subject xml:lang="en-US">conceptual change; metacognitive skills; motivation; scientific knowledge</dc:subject>
	<dc:description xml:lang="en-US">Conceptual change (CC) is a learning process in which students’ misconceptions are transformed into more scientific knowledge. The Metacognitive Conceptual Change (MCC) learning model is created by incorporating metacognitive skills and motivation elements into the CC model to make it more effective. It is necessary to look into the MCC model’s efficacy in encouraging students’ CC. This study aims to evaluate the MCC model’s effectiveness in improving conceptual changes in students through metacognitive skills, motivation, and scientific knowledge. This study used the experimental method with a one-group pretest-posttest design. The trial subjects were limited to 25 participants, while the broad trial subjects comprised 60 participants. Data was collected from tests, observations, questionnaires, and documentation. Data analysis techniques used in this study were descriptive, qualitative (n-gain test), and quantitative (paired t-test). The results demonstrate that the MCC learning model successfully raises students’ motivation, scientific knowledge, and metacognitive skills (p Sig. 0.05), encouraging the CC process. It is concluded that the MCC learning model effectively improves students’ CC by incorporating scientific knowledge, motivation, and metacognitive skills into instructional decisions. The MCC has practical implications for assessing CC through motivation and metacognitive scaffolding.</dc:description>
	<dc:publisher xml:lang="en-US">Program Studi Pendidikan IPA Fakultas Matematika dan Ilmu Pengetahuan Alam (FMIPA)</dc:publisher>
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	<dc:date>2023-09-28</dc:date>
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	<dc:type xml:lang="en-US">Peer-reviewed Article</dc:type>
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	<dc:identifier>https://journal.unnes.ac.id/nju/jpii/article/view/45737</dc:identifier>
	<dc:identifier>10.15294/jpii.v12i3.45737</dc:identifier>
	<dc:source xml:lang="en-US">Jurnal Pendidikan IPA Indonesia; Vol 12, No 3 (2023): September 2023; 423-438</dc:source>
	<dc:source>2089-4392</dc:source>
	<dc:source>2339-1286</dc:source>
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	<dc:language>eng</dc:language>
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	<dc:rights xml:lang="en-US">Copyright (c) 2023 Jurnal Pendidikan IPA Indonesia</dc:rights>
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