The Effect of an IoT-based Microcontroller Training Kit on Psychomotor Learning Outcomes in Microcontroller and Microprocessor Programming

This study analyzed the impact of an Internet of Things (IoT)- based microcontroller training kit on the psychomotor learning outcomes of vocational students learning microcontroller and microprocessor programming. Two classes were used in this study as samples, where the experimental class used an...

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Published in:E3S web of conferences Vol. 645; p. 6003
Main Authors: Habibi, Mohammad Wildan, Buditjahjanto, I Gusti Putu Asto, Rijanto, Tri, Anifah, Lilik, Abdillah, Rifqi, Al Rosyid, Harun, Hakiki, Muhammad, Wibawa, Ramadhan Cakra, Husnaini, Siti Jamiatul
Format: Journal Article Conference Proceeding
Language:English
Published: Les Ulis EDP Sciences 01.01.2025
Subjects:
Educational objectives
Impact analysis
Industrial applications
Industry 4.0
Internet of Things
Learning
Microcontrollers
Psychomotor performance
Schools
Skills
Students
Taxonomy
Training
Variance analysis
ISSN:2267-1242, 2555-0403, 2267-1242
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Abstract This study analyzed the impact of an Internet of Things (IoT)- based microcontroller training kit on the psychomotor learning outcomes of vocational students learning microcontroller and microprocessor programming. Two classes were used in this study as samples, where the experimental class used an IoT-based training kit while the control class used a general microcontroller training kit. The assessment instrument was developed referring to Dave’s psychomotor taxonomy theory and was evaluated using validity and reliability tests (Cronbach’s Alpha > 0.87). The results of ANOVA showed that there were significant differences between the two groups (p = 0.000 < 0.05), and the mean psychomotor score of the experimental class (87) was higher than that of the control class (81). IoT learning media have been proven to not only improve psychomotor skills but also provide contextual and relevant learning experiences with the demands of industry 4.0. Thus, the use of IoT-based training kits is recommended as an innovative learning medium in vocational schools, especially in developing students’ applied skills directly and measurably.
AbstractList This study analyzed the impact of an Internet of Things (IoT)- based microcontroller training kit on the psychomotor learning outcomes of vocational students learning microcontroller and microprocessor programming. Two classes were used in this study as samples, where the experimental class used an IoT-based training kit while the control class used a general microcontroller training kit. The assessment instrument was developed referring to Dave’s psychomotor taxonomy theory and was evaluated using validity and reliability tests (Cronbach’s Alpha > 0.87). The results of ANOVA showed that there were significant differences between the two groups (p = 0.000 < 0.05), and the mean psychomotor score of the experimental class (87) was higher than that of the control class (81). IoT learning media have been proven to not only improve psychomotor skills but also provide contextual and relevant learning experiences with the demands of industry 4.0. Thus, the use of IoT-based training kits is recommended as an innovative learning medium in vocational schools, especially in developing students’ applied skills directly and measurably.
Author Habibi, Mohammad Wildan
Wibawa, Ramadhan Cakra
Anifah, Lilik
Husnaini, Siti Jamiatul
Al Rosyid, Harun
Hakiki, Muhammad
Rijanto, Tri
Abdillah, Rifqi
Buditjahjanto, I Gusti Putu Asto
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Cites_doi 10.29333/aje.2019.426a
10.1109/JIOT.2022.3211270
10.1007/s11042-024-20209-8
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10.1080/10494820.2019.1612449
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10.1108/S2055-364120200000035005
10.1002/9781118439241
10.23887/jisd.v5i3.39716
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SubjectTerms Educational objectives
Impact analysis
Industrial applications
Industry 4.0
Internet of Things
Learning
Microcontrollers
Psychomotor performance
Schools
Skills
Students
Taxonomy
Training
Variance analysis
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