Hands-on Learning In STEM: Revisiting Educational Robotics as a Learning Style Precursor

The importance of learning style in student’s learning performance has been gaining scholar’s attention since it was coined in the early 70s. Atmatzidou’s robotics procedure of a five-stages robotic activities was deployed in the research. This study adopts a case study research design for gathering...

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Published inOpen Engineering (Warsaw) Vol. 10; no. 1; pp. 649 - 657
Main Authors Budiyanto, Cucuk, Fitriyaningsih, Regina Nur, Kamal, Faiz, Ariyuana, Rosihan, Efendi, Agus
Format Journal Article
LanguageEnglish
Published De Gruyter 01.01.2020
Subjects
Online AccessGet full text
ISSN2391-5439
2391-5439
DOI10.1515/eng-2020-0071

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Abstract The importance of learning style in student’s learning performance has been gaining scholar’s attention since it was coined in the early 70s. Atmatzidou’s robotics procedure of a five-stages robotic activities was deployed in the research. This study adopts a case study research design for gathering and analyzing data as the case research allows the exploration of unforeseen phenomena and offers insights into the interdependencies among components revealed in the study. This research introduces the use of Lego Mindstorm as the mean of pro-filing a student’s behavioral patterns. Student’s behavior patterns, then, mapped into radar charts to present the extent of both Kolb and science, technology, engineering, and math (STEM)’s profile of student’s learning style categories. The paper contributes to theory by extending Kolb’s Learning Style instrument by mapping the pattern of learning styles identified in the research and exploring students learning experience. Dominant four-domain-indicators captured during the activities characterize Students’ learning profiles. While the Kolb Learning Style and its instrument are considered classic in hands-on literature, the use of educational robotics to elaborate students’ learning style is novel in the literature that may affect the delivery of non-technology subjects in the curricula.
AbstractList The importance of learning style in student’s learning performance has been gaining scholar’s attention since it was coined in the early 70s. Atmatzidou’s robotics procedure of a five-stages robotic activities was deployed in the research. This study adopts a case study research design for gathering and analyzing data as the case research allows the exploration of unforeseen phenomena and offers insights into the interdependencies among components revealed in the study. This research introduces the use of Lego Mindstorm as the mean of pro-filing a student’s behavioral patterns. Student’s behavior patterns, then, mapped into radar charts to present the extent of both Kolb and science, technology, engineering, and math (STEM)’s profile of student’s learning style categories. The paper contributes to theory by extending Kolb’s Learning Style instrument by mapping the pattern of learning styles identified in the research and exploring students learning experience. Dominant four-domain-indicators captured during the activities characterize Students’ learning profiles. While the Kolb Learning Style and its instrument are considered classic in hands-on literature, the use of educational robotics to elaborate students’ learning style is novel in the literature that may affect the delivery of non-technology subjects in the curricula.
Author Kamal, Faiz
Efendi, Agus
Budiyanto, Cucuk
Ariyuana, Rosihan
Fitriyaningsih, Regina Nur
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Cites_doi 10.12973/eurasia.2016.1226a
10.1016/j.jrp.2012.04.006
10.1007/s10857-008-9095-7
10.20965/jrm.2017.p0992
10.1177/1741143213499253
10.19030/ajee.v7i2.9895
10.1016/j.compedu.2016.12.006
10.13152/IJRVET.5.4.1
10.5465/amle.2005.17268566
10.1109/EDUCON.2016.7474542
10.1016/j.eswa.2017.01.021
10.1088/1757-899X/434/1/012263
10.1109/ICALT.2012.111
10.1109/T4E.2016.016
10.1007/s10956-016-9628-2
10.1063/1.5112474
10.1145/2994591
10.1007/978-3-540-45135-8_18
10.4135/9781446268322
10.1016/j.learninstruc.2013.12.003
10.1016/j.chb.2017.05.017
10.1016/j.infoandorg.2006.11.001
10.1002/(SICI)1097-4571(2000)51:8<734::AID-ASI60>3.0.CO;2-3
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References Bernard, J; Chang, TW; Popescu, E; Graf, S (j_eng-2020-0071_ref_001) 2017; 75
Kolb, A; Kolb, D (j_eng-2020-0071_ref_033) 2005; 4
Aiken-Morgan, AT; Bichsel, J; Allaire, JC; Savla, J; Edwards, CL; Whitfield, KE (j_eng-2020-0071_ref_005) 2012; 46
Sklar, E; Eguchi, A; Johnson, J (j_eng-2020-0071_ref_018) 2003
Yadav, A; Stephenson, C; Hong, H (j_eng-2020-0071_ref_016) 2017; 60
Ohnishi, Y.; Honda, K.; Nishioka, R.; Mori, S.; Kawada, K. (j_eng-2020-0071_ref_029) 2017; vol. 29
Nitz, S; Ainsworth, SE; Nerdel, C; Prechtl, H (j_eng-2020-0071_ref_003) 2014; 31
Zhu, C; Engels, N (j_eng-2020-0071_ref_024) 2014; 1
Mikropoulos, TA; Bellou, I (j_eng-2020-0071_ref_026) 2013; 6
Wenstrom, S; Uusiautti, S; Maatta, K (j_eng-2020-0071_ref_025) 2018; 5
Kirschner, PA (j_eng-2020-0071_ref_002) 2017; 106
Kuo, YC; Chu, HC; Tsai, MC (j_eng-2020-0071_ref_006) 2017; 75
Myers, MD; Newman, M (j_eng-2020-0071_ref_021) 2007; 17
Mosley, P; Ardito, G; Scollins, L (j_eng-2020-0071_ref_009) 2016; 7
Mikropoulos, TA; Bellou, I (j_eng-2020-0071_ref_011) 2013; 6
Schamber, L (j_eng-2020-0071_ref_022) 2000; 51
Cockburn, AD (j_eng-2020-0071_ref_030) 2009; 12
Hu, R; Wu, YY; Shieh, CJ (j_eng-2020-0071_ref_031) 2016; 12
2022042712084304914_j_eng-2020-0071_ref_001_w2aab3b7e1446b1b6b1ab2ab1Aa
2022042712084304914_j_eng-2020-0071_ref_032_w2aab3b7e1446b1b6b1ab2ac32Aa
2022042712084304914_j_eng-2020-0071_ref_023_w2aab3b7e1446b1b6b1ab2ac23Aa
2022042712084304914_j_eng-2020-0071_ref_028_w2aab3b7e1446b1b6b1ab2ac28Aa
2022042712084304914_j_eng-2020-0071_ref_005_w2aab3b7e1446b1b6b1ab2ab5Aa
2022042712084304914_j_eng-2020-0071_ref_014_w2aab3b7e1446b1b6b1ab2ac14Aa
2022042712084304914_j_eng-2020-0071_ref_019_w2aab3b7e1446b1b6b1ab2ac19Aa
2022042712084304914_j_eng-2020-0071_ref_033_w2aab3b7e1446b1b6b1ab2ac33Aa
2022042712084304914_j_eng-2020-0071_ref_024_w2aab3b7e1446b1b6b1ab2ac24Aa
2022042712084304914_j_eng-2020-0071_ref_029_w2aab3b7e1446b1b6b1ab2ac29Aa
2022042712084304914_j_eng-2020-0071_ref_004_w2aab3b7e1446b1b6b1ab2ab4Aa
2022042712084304914_j_eng-2020-0071_ref_010_w2aab3b7e1446b1b6b1ab2ac10Aa
2022042712084304914_j_eng-2020-0071_ref_015_w2aab3b7e1446b1b6b1ab2ac15Aa
2022042712084304914_j_eng-2020-0071_ref_034_w2aab3b7e1446b1b6b1ab2ac34Aa
2022042712084304914_j_eng-2020-0071_ref_008_w2aab3b7e1446b1b6b1ab2ab8Aa
2022042712084304914_j_eng-2020-0071_ref_020_w2aab3b7e1446b1b6b1ab2ac20Aa
2022042712084304914_j_eng-2020-0071_ref_025_w2aab3b7e1446b1b6b1ab2ac25Aa
2022042712084304914_j_eng-2020-0071_ref_011_w2aab3b7e1446b1b6b1ab2ac11Aa
2022042712084304914_j_eng-2020-0071_ref_016_w2aab3b7e1446b1b6b1ab2ac16Aa
2022042712084304914_j_eng-2020-0071_ref_003_w2aab3b7e1446b1b6b1ab2ab3Aa
2022042712084304914_j_eng-2020-0071_ref_030_w2aab3b7e1446b1b6b1ab2ac30Aa
2022042712084304914_j_eng-2020-0071_ref_035_w2aab3b7e1446b1b6b1ab2ac35Aa
2022042712084304914_j_eng-2020-0071_ref_026_w2aab3b7e1446b1b6b1ab2ac26Aa
2022042712084304914_j_eng-2020-0071_ref_007_w2aab3b7e1446b1b6b1ab2ab7Aa
2022042712084304914_j_eng-2020-0071_ref_021_w2aab3b7e1446b1b6b1ab2ac21Aa
2022042712084304914_j_eng-2020-0071_ref_012_w2aab3b7e1446b1b6b1ab2ac12Aa
2022042712084304914_j_eng-2020-0071_ref_017_w2aab3b7e1446b1b6b1ab2ac17Aa
2022042712084304914_j_eng-2020-0071_ref_009_w2aab3b7e1446b1b6b1ab2ab9Aa
2022042712084304914_j_eng-2020-0071_ref_002_w2aab3b7e1446b1b6b1ab2ab2Aa
2022042712084304914_j_eng-2020-0071_ref_031_w2aab3b7e1446b1b6b1ab2ac31Aa
2022042712084304914_j_eng-2020-0071_ref_036_w2aab3b7e1446b1b6b1ab2ac36Aa
2022042712084304914_j_eng-2020-0071_ref_022_w2aab3b7e1446b1b6b1ab2ac22Aa
2022042712084304914_j_eng-2020-0071_ref_027_w2aab3b7e1446b1b6b1ab2ac27Aa
2022042712084304914_j_eng-2020-0071_ref_006_w2aab3b7e1446b1b6b1ab2ab6Aa
2022042712084304914_j_eng-2020-0071_ref_013_w2aab3b7e1446b1b6b1ab2ac13Aa
2022042712084304914_j_eng-2020-0071_ref_018_w2aab3b7e1446b1b6b1ab2ac18Aa
References_xml – volume: 4
  start-page: 193
  issue: 2
  year: 2005
  end-page: 212
  ident: j_eng-2020-0071_ref_033
  article-title: Learning Styles and Learning Spaces: Enhancing Experiential Learning in Higher Education
  publication-title: Acad Manag Learn Educ
– volume: 60
  start-page: 8
  issue: 4
  year: 2017
  ident: j_eng-2020-0071_ref_016
  article-title: Computational Thinking for Teacher Education
  publication-title: Commun ACM
– volume: vol. 29
  start-page: 992
  issue: 6
  year: 2017
  end-page: 998
  ident: j_eng-2020-0071_ref_029
  article-title: "Robotics Programming Learning for Elementary and Junior High School Students,"
  publication-title: Journal of Robotics and Mechatronics
– volume: 1
  start-page: 136
  issue: 23
  year: 2014
  end-page: 58
  ident: j_eng-2020-0071_ref_024
  article-title: Organizational culture and instructional innovations in higher education: perception and reactions of teachers and students
  publication-title: Educ Manage Adm Leadersh
– volume: 31
  start-page: 13
  year: 2014
  end-page: 22
  ident: j_eng-2020-0071_ref_003
  article-title: Do student perceptions of teaching predict the development of representational competence and biological knowledge?
  publication-title: Learn Instr
– volume: 75
  start-page: 94
  year: 2017
  end-page: 108
  ident: j_eng-2020-0071_ref_001
  article-title: Learning style Identifier: improving the precision of learning style identification through computational intelligence algorithms
  publication-title: Expert Syst Appl
– volume: 17
  start-page: 2
  issue: 1
  year: 2007
  end-page: 26
  ident: j_eng-2020-0071_ref_021
  article-title: The qualitative interview in IS research: examining the craft
  publication-title: Inf Organ
– volume: 7
  start-page: 117
  issue: 2
  year: 2016
  end-page: 28
  ident: j_eng-2020-0071_ref_009
  article-title: Robotic Cooperative Learning Promotes Student STEM Interest
  publication-title: Am J Eng Educ
– volume: 106
  start-page: 166
  year: 2017
  end-page: 71
  ident: j_eng-2020-0071_ref_002
  article-title: Stop propagating the learning styles myth
  publication-title: Comput Educ
– start-page: 238
  year: 2003
  end-page: 253
  ident: j_eng-2020-0071_ref_018
  article-title: "RoboCup Junior Learning with Robotic in Education "
  publication-title: Robot Soccer World Cup
– volume: 12
  start-page: 1
  issue: 1
  year: 2009
  end-page: 5
  ident: j_eng-2020-0071_ref_030
  article-title: Bringing enthusiasm into the mathematics classroom
  publication-title: J Math Teach Educ
– volume: 5
  start-page: 244
  issue: 4
  year: 2018
  end-page: 63
  ident: j_eng-2020-0071_ref_025
  article-title: The Force that Keeps you Going: Enthusiasm in Vocational Education and Training (VET) Teachers’ Work [IJRVET]
  publication-title: International Journal for Research in Vocational Education and Training
– volume: 46
  start-page: 465
  issue: 5
  year: 2012
  end-page: 71
  ident: j_eng-2020-0071_ref_005
  article-title: Personality as a Source of Individual Differences in Cognition among Older African Americans
  publication-title: J Res Pers
– volume: 6
  start-page: 5
  issue: 1
  year: 2013
  end-page: 14
  ident: j_eng-2020-0071_ref_011
  article-title: Educational Robotics as Mindtools
  publication-title: Themes in Science & Technology Education
– volume: 51
  start-page: 734
  issue: 8
  year: 2000
  end-page: 44
  ident: j_eng-2020-0071_ref_022
  article-title: Time-Line Interviews and Inductive Content Analysis : Their Effectiveness for Exploring Cognitive Behaviors
  publication-title: J Am Soc Inf Sci
– volume: 12
  start-page: 477
  issue: 3
  year: 2016
  end-page: 86
  ident: j_eng-2020-0071_ref_031
  article-title: Effects of Virtual Reality Integrated Creative Thinking Instruction on Students’ Creative Thinking Abilities
  publication-title: Eurasia J Math Sci Technol Educ
– volume: 75
  start-page: 218
  year: 2017
  end-page: 77
  ident: j_eng-2020-0071_ref_006
  article-title: Effects of an integrated physiological signal-based attentionpromoting and English listening system on students’ learning performance and behavioral patterns
  publication-title: Comput Human Behav
– volume: 6
  start-page: 5
  issue: 1
  year: 2013
  end-page: 14
  ident: j_eng-2020-0071_ref_026
  article-title: Educational robotics as mindtools
  publication-title: Themes in Science and Technology Education
– ident: 2022042712084304914_j_eng-2020-0071_ref_012_w2aab3b7e1446b1b6b1ab2ac12Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_031_w2aab3b7e1446b1b6b1ab2ac31Aa
  doi: 10.12973/eurasia.2016.1226a
– ident: 2022042712084304914_j_eng-2020-0071_ref_005_w2aab3b7e1446b1b6b1ab2ab5Aa
  doi: 10.1016/j.jrp.2012.04.006
– ident: 2022042712084304914_j_eng-2020-0071_ref_030_w2aab3b7e1446b1b6b1ab2ac30Aa
  doi: 10.1007/s10857-008-9095-7
– ident: 2022042712084304914_j_eng-2020-0071_ref_029_w2aab3b7e1446b1b6b1ab2ac29Aa
  doi: 10.20965/jrm.2017.p0992
– ident: 2022042712084304914_j_eng-2020-0071_ref_024_w2aab3b7e1446b1b6b1ab2ac24Aa
  doi: 10.1177/1741143213499253
– ident: 2022042712084304914_j_eng-2020-0071_ref_009_w2aab3b7e1446b1b6b1ab2ab9Aa
  doi: 10.19030/ajee.v7i2.9895
– ident: 2022042712084304914_j_eng-2020-0071_ref_002_w2aab3b7e1446b1b6b1ab2ab2Aa
  doi: 10.1016/j.compedu.2016.12.006
– ident: 2022042712084304914_j_eng-2020-0071_ref_023_w2aab3b7e1446b1b6b1ab2ac23Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_011_w2aab3b7e1446b1b6b1ab2ac11Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_008_w2aab3b7e1446b1b6b1ab2ab8Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_032_w2aab3b7e1446b1b6b1ab2ac32Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_020_w2aab3b7e1446b1b6b1ab2ac20Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_025_w2aab3b7e1446b1b6b1ab2ac25Aa
  doi: 10.13152/IJRVET.5.4.1
– ident: 2022042712084304914_j_eng-2020-0071_ref_027_w2aab3b7e1446b1b6b1ab2ac27Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_033_w2aab3b7e1446b1b6b1ab2ac33Aa
  doi: 10.5465/amle.2005.17268566
– ident: 2022042712084304914_j_eng-2020-0071_ref_035_w2aab3b7e1446b1b6b1ab2ac35Aa
  doi: 10.1109/EDUCON.2016.7474542
– ident: 2022042712084304914_j_eng-2020-0071_ref_001_w2aab3b7e1446b1b6b1ab2ab1Aa
  doi: 10.1016/j.eswa.2017.01.021
– ident: 2022042712084304914_j_eng-2020-0071_ref_007_w2aab3b7e1446b1b6b1ab2ab7Aa
  doi: 10.1088/1757-899X/434/1/012263
– ident: 2022042712084304914_j_eng-2020-0071_ref_015_w2aab3b7e1446b1b6b1ab2ac15Aa
  doi: 10.1109/ICALT.2012.111
– ident: 2022042712084304914_j_eng-2020-0071_ref_017_w2aab3b7e1446b1b6b1ab2ac17Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_026_w2aab3b7e1446b1b6b1ab2ac26Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_014_w2aab3b7e1446b1b6b1ab2ac14Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_034_w2aab3b7e1446b1b6b1ab2ac34Aa
  doi: 10.1109/T4E.2016.016
– ident: 2022042712084304914_j_eng-2020-0071_ref_036_w2aab3b7e1446b1b6b1ab2ac36Aa
  doi: 10.1007/s10956-016-9628-2
– ident: 2022042712084304914_j_eng-2020-0071_ref_010_w2aab3b7e1446b1b6b1ab2ac10Aa
  doi: 10.1063/1.5112474
– ident: 2022042712084304914_j_eng-2020-0071_ref_016_w2aab3b7e1446b1b6b1ab2ac16Aa
  doi: 10.1145/2994591
– ident: 2022042712084304914_j_eng-2020-0071_ref_018_w2aab3b7e1446b1b6b1ab2ac18Aa
  doi: 10.1007/978-3-540-45135-8_18
– ident: 2022042712084304914_j_eng-2020-0071_ref_004_w2aab3b7e1446b1b6b1ab2ab4Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_019_w2aab3b7e1446b1b6b1ab2ac19Aa
  doi: 10.4135/9781446268322
– ident: 2022042712084304914_j_eng-2020-0071_ref_028_w2aab3b7e1446b1b6b1ab2ac28Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_013_w2aab3b7e1446b1b6b1ab2ac13Aa
– ident: 2022042712084304914_j_eng-2020-0071_ref_003_w2aab3b7e1446b1b6b1ab2ab3Aa
  doi: 10.1016/j.learninstruc.2013.12.003
– ident: 2022042712084304914_j_eng-2020-0071_ref_006_w2aab3b7e1446b1b6b1ab2ab6Aa
  doi: 10.1016/j.chb.2017.05.017
– ident: 2022042712084304914_j_eng-2020-0071_ref_021_w2aab3b7e1446b1b6b1ab2ac21Aa
  doi: 10.1016/j.infoandorg.2006.11.001
– ident: 2022042712084304914_j_eng-2020-0071_ref_022_w2aab3b7e1446b1b6b1ab2ac22Aa
  doi: 10.1002/(SICI)1097-4571(2000)51:8<734::AID-ASI60>3.0.CO;2-3
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Snippet The importance of learning style in student’s learning performance has been gaining scholar’s attention since it was coined in the early 70s. Atmatzidou’s...
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SubjectTerms Educational robotics
Hands-on learning
Kolb learning style
STEM teaching and learning
Title Hands-on Learning In STEM: Revisiting Educational Robotics as a Learning Style Precursor
URI https://www.degruyter.com/doi/10.1515/eng-2020-0071
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