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Development of Digital Atlas with Multiple Intelligences on the Materials of Cell Structure and Function to Improve Cognitive Thinking Ability of Senior High School Students

Journal of Biology Education · Vol. 14 No. 3 (2025) · pp. 251–261

DOI
10.15294/ujbe.v14i3.33037
ISSN
2540-833X, 2252-6579
Published
2025-11-28
Publisher
Universitas Negeri Semarang
Language
eng

Abstract

Cell Structure and Function is one of the biology topics in senior high schools that needs to be concretized, as students cannot directly observe cellular structures and organelles without supporting tools. Learning this material requires observation of illustrations, logical reasoning, collaboration, and independent study. Relying solely on textbooks as the main learning source is considered less effective in mastering the concepts, which results in students’ incomplete cognitive understanding. Therefore, an additional teaching supplement that visualizes the material while accommodating students’ learning styles is necessary. This study aims to describe the characteristics of the developed atlas, analyze its validity, examine teachers’ and students’ responses, and evaluate the effectiveness of the atlas in improving students’ cognitive abilities. This research employed a Research and Development (R&D) design with eight stages: identifying potentials and problems, data collection, product design, expert validation, design revision, product trial, product revision, and usage trial. The subjects were XI MIPA A and XI MIPA E students at SMA N 1 Batang in the 2021/2022 academic year. Research instruments included interview sheets, validity sheets, teacher and student response questionnaires, and a 25-item multiple-choice test. Data were analyzed using descriptive quantitative percentages. The results showed that the developed atlas presented schematic illustrations and varied microscopic observations, linked cellular phenomena, encouraged logical reasoning through “let’s reason” prompts, facilitated discussions, and supported independent learning via YouTube videos. The validity test obtained a score of 96.6% (very good) from material experts and 87.5% (very good) from media experts. Teachers’ and students’ responses reached 90.7% and 91.2%, respectively, both categorized as very good. Effectiveness testing indicated improvements in cognitive thinking skills with the following N-Gain scores: remembering (C1) = 0.93 (high), understanding (C2) = 0.80 (high), applying (C3) = 0.76 (high), analyzing (C4) = 0.57 (moderate), and evaluating (C5) = 0.71 (high). Based on these results, the digital atlas incorporating multiple intelligences is proven effective in enhancing students’ cognitive thinking skills.

Keywords

Collaboration network of the authors

40 authors · 166 co-authorship links · 6 across different organisations · showing the 40 most connected

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

  • State University of Semarang
  • Indonesia University of Education
  • Muria Kudus University
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Ani RusilowatiState University of Semarang7
Ellianawati EllianawatiState University of Semarang5
Lisdiana LisdianaAffiliation unknown4
Novi Ratna DewiState University of Semarang3
Wiwi IsnaeniState University of Semarang3
Sudarmin SudarminAffiliation unknown3
Sri NgabektiState University of Semarang3
Bambang SubaliAffiliation unknown3
Siti AlimahState University of Semarang2
Ari WidodoIndonesia University of Education2
Retno Sri IswariState University of Semarang2
Margareta RahayuningsihAffiliation unknown2
Wiyanto WiyantoState University of Semarang2
Enni Suwarsi RahayuState University of Semarang2
Aditya MariantiAffiliation unknown2
Saiful RidloState University of Semarang2
Amin RetnoningsihAffiliation unknown2
Andin IrsadiState University of Semarang2
Sri haryaniState University of Semarang1
Sekar Dwi ArdiantiMuria Kudus University1
Savitri WanabuliandariMuria Kudus University1
Sri SukaesihState University of Semarang1
Nuryani Yogipratama RustamanIndonesia University of Education1
Saefudin -Affiliation unknown1
R. Susanti R. SusantiAffiliation unknown1
Fitri Arum SasiAffiliation unknown1
Nafisatul LailaAffiliation unknown1
Nur Milatis SakinahAffiliation unknown1
Rohmatul KhasanahAffiliation unknown1
Ghanius TsaniAffiliation unknown1
Amri SianturiAffiliation unknown1
Arif WidiyatmokoState University of Semarang1
Woro SumarniState University of Semarang1
Siti ListiyowatiAffiliation unknown1
Muhammad Imam BadruttamamAffiliation unknown1
Nurul WahidahAffiliation unknown1
Ferghana FeghanaAffiliation unknown1
Nur Alif FijarAffiliation unknown1

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/journals/ujbe/oai, first harvested 6 Nov 2026, last seen 8 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en">Development of Digital Atlas with Multiple Intelligences on the Materials of Cell Structure and Function to Improve Cognitive Thinking Ability of Senior High School Students</dc:title>
	<dc:creator xml:lang="en">Ricky Janu Riyadi</dc:creator>
	<dc:creator xml:lang="en">Saptono, Sigit</dc:creator>
	<dc:subject xml:lang="en">Atlas digital</dc:subject>
	<dc:subject xml:lang="en">Multiple intelligence</dc:subject>
	<dc:subject xml:lang="en">Cell Material</dc:subject>
	<dc:subject xml:lang="en">Cognitive ability</dc:subject>
	<dc:description xml:lang="en">Cell Structure and Function is one of the biology topics in senior high schools that needs to be concretized, as students cannot directly observe cellular structures and organelles without supporting tools. Learning this material requires observation of illustrations, logical reasoning, collaboration, and independent study. Relying solely on textbooks as the main learning source is considered less effective in mastering the concepts, which results in students’ incomplete cognitive understanding. Therefore, an additional teaching supplement that visualizes the material while accommodating students’ learning styles is necessary. This study aims to describe the characteristics of the developed atlas, analyze its validity, examine teachers’ and students’ responses, and evaluate the effectiveness of the atlas in improving students’ cognitive abilities. This research employed a Research and Development (R&amp;amp;D) design with eight stages: identifying potentials and problems, data collection, product design, expert validation, design revision, product trial, product revision, and usage trial. The subjects were XI MIPA A and XI MIPA E students at SMA N 1 Batang in the 2021/2022 academic year. Research instruments included interview sheets, validity sheets, teacher and student response questionnaires, and a 25-item multiple-choice test. Data were analyzed using descriptive quantitative percentages. The results showed that the developed atlas presented schematic illustrations and varied microscopic observations, linked cellular phenomena, encouraged logical reasoning through “let’s reason” prompts, facilitated discussions, and supported independent learning via YouTube videos. The validity test obtained a score of 96.6% (very good) from material experts and 87.5% (very good) from media experts. Teachers’ and students’ responses reached 90.7% and 91.2%, respectively, both categorized as very good. Effectiveness testing indicated improvements in cognitive thinking skills with the following N-Gain scores: remembering (C1) = 0.93 (high), understanding (C2) = 0.80 (high), applying (C3) = 0.76 (high), analyzing (C4) = 0.57 (moderate), and evaluating (C5) = 0.71 (high). Based on these results, the digital atlas incorporating multiple intelligences is proven effective in enhancing students’ cognitive thinking skills.
 </dc:description>
	<dc:publisher xml:lang="en">Universitas Negeri Semarang</dc:publisher>
	<dc:date>2025-11-28</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.unnes.ac.id/journals/ujbe/article/view/33037</dc:identifier>
	<dc:identifier>10.15294/ujbe.v14i3.33037</dc:identifier>
	<dc:source xml:lang="en">Journal of Biology Education; Vol. 14 No. 3 (2025): November 2025; 251-261</dc:source>
	<dc:source>2540-833X</dc:source>
	<dc:source>2252-6579</dc:source>
	<dc:source>10.15294/ujbe.v14i3</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/journals/ujbe/article/view/33037/7193</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2025 Journal of Biology Education</dc:rights>
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