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Miller’s Pyramid as a Predictor of Undergraduate Students’ Practical Competence in Preventing Chemical Laboratory Accidents

Jurnal Inovasi Pendidikan Kimia · Vol. 19 No. 2 (2026) · hlm. 90–96

DOI
10.15294/jipk.v19i2.16490
ISSN
2503-1244, 1979-0503
Terbit
2026-01-22
Penerbit
Department of Chemistry, Faculty of Mathematics and Natural Sciences, Universitas Negeri Semarang
Bahasa
eng

Abstrak

Preventing accidents in chemistry laboratories is a critical concern, as laboratory activities involve chemical hazards, equipment risks, and procedural errors. One of the main contributing factors to laboratory accidents is inadequate student competence during practical activities. However, systematic predictors for assessing practicum competence are still rarely implemented. This study aims to examine the effectiveness of Miller’s Pyramid as a predictor of students’ practicum competence in preventing work-related accidents in chemistry laboratories. The research employed a descriptive evaluative design. The participants consisted of students from the Chemistry Department who were involved in laboratory practicums. The object of the study was students’ practicum competence based on the four levels of Miller’s Pyramid: knows, knows how, shows, and does. Data were collected through written tests, interviews, and direct observations using structured assessment rubrics. The collected data were analyzed descriptively and presented in percentage form. Student competence was categorized as good when at least 70% of the indicators at each Miller’s Pyramid level were achieved. The results showed that students’ competence at all levels of Miller’s Pyramid met the established criteria, indicating good overall practicum competence. Furthermore, the findings demonstrate that Miller’s Pyramid can effectively function as a predictor of students’ practicum competence related to laboratory safety. In conclusion, the application of Miller’s Pyramid provides a comprehensive framework for assessing and improving student competence, thereby contributing to the prevention of work accidents in chemistry laboratories

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  • Universitas Pendidikan Ganesha
  • Universitas Gadjah Mada
  • Khairun University
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Rekan penulisOrganisasiArtikel bersama
Indra CiptaKhairun University2
Khusna Arif RakhmanKhairun University2
Triyono TriyonoUniversitas Gadjah Mada1
Wega TrisunaryantiUniversitas Gadjah Mada1
Agus KuncakaUniversitas Gadjah Mada1
I Wayan SujaUniversitas Pendidikan Ganesha1
Ni Luh Putu Ananda SaraswatiUniversitas Pendidikan Ganesha1
I Nyoman SukartaUniversitas Pendidikan Ganesha1
I Dewa Ketut SastrawidanaUniversitas Pendidikan Ganesha1
I Ketut SudianaUniversitas Pendidikan Ganesha1

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Sumber metadata: OAI-PMH (metadata jurnal) https://journal.unnes.ac.id/journals/JIPK/oai, pertama di-harvest 5 Nov 2026, terakhir terlihat 8 Nov 2026.
Metadata asli (oai_dc)
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	<dc:title xml:lang="en">Miller’s Pyramid as a Predictor of Undergraduate Students’ Practical Competence in Preventing Chemical Laboratory Accidents</dc:title>
	<dc:creator xml:lang="en">I Ketut Lasia</dc:creator>
	<dc:creator xml:lang="en">Ni Made Wiratini</dc:creator>
	<dc:creator xml:lang="en">I Ketut Budiada</dc:creator>
	<dc:creator xml:lang="en">I Gusti Ayu Nyoman Sri Wahyuni</dc:creator>
	<dc:subject xml:lang="en">Miller's Pyramid</dc:subject>
	<dc:subject xml:lang="en">Practicum Competence</dc:subject>
	<dc:subject xml:lang="en">Accident Prevention</dc:subject>
	<dc:subject xml:lang="en">Chemistry Laboratory</dc:subject>
	<dc:subject xml:lang="en">Chemistry Education</dc:subject>
	<dc:description xml:lang="en">Preventing accidents in chemistry laboratories is a critical concern, as laboratory activities involve chemical hazards, equipment risks, and procedural errors. One of the main contributing factors to laboratory accidents is inadequate student competence during practical activities. However, systematic predictors for assessing practicum competence are still rarely implemented. This study aims to examine the effectiveness of Miller’s Pyramid as a predictor of students’ practicum competence in preventing work-related accidents in chemistry laboratories. The research employed a descriptive evaluative design. The participants consisted of students from the Chemistry Department who were involved in laboratory practicums. The object of the study was students’ practicum competence based on the four levels of Miller’s Pyramid: knows, knows how, shows, and does. Data were collected through written tests, interviews, and direct observations using structured assessment rubrics. The collected data were analyzed descriptively and presented in percentage form. Student competence was categorized as good when at least 70% of the indicators at each Miller’s Pyramid level were achieved. The results showed that students’ competence at all levels of Miller’s Pyramid met the established criteria, indicating good overall practicum competence. Furthermore, the findings demonstrate that Miller’s Pyramid can effectively function as a predictor of students’ practicum competence related to laboratory safety. In conclusion, the application of Miller’s Pyramid provides a comprehensive framework for assessing and improving student competence, thereby contributing to the prevention of work accidents in chemistry laboratories</dc:description>
	<dc:publisher xml:lang="en">Department of Chemistry, Faculty of Mathematics and Natural Sciences, Universitas Negeri Semarang</dc:publisher>
	<dc:date>2026-01-22</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.unnes.ac.id/journals/JIPK/article/view/16490</dc:identifier>
	<dc:identifier>10.15294/jipk.v19i2.16490</dc:identifier>
	<dc:source xml:lang="en">Jurnal Inovasi Pendidikan Kimia; Vol. 19 No. 2 (2025): Jurnal Inovasi Pendidikan Kimia; 90-96</dc:source>
	<dc:source>2503-1244</dc:source>
	<dc:source>1979-0503</dc:source>
	<dc:source>10.15294/jipk.v19i2</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/journals/JIPK/article/view/16490/8226</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2026 Jurnal Inovasi Pendidikan Kimia</dc:rights>
</oai_dc:dc>