Investigations of Modellers and Model Viewers in an Out-of-School Gene Technology Laboratory
Genetics is known to be one of the most challenging subjects in biology education because of its abstract concepts and processes. Therefore, hands-on experiments in authentic learning environments are supposed to increase comprehensibility and provide otherwise unavailable experiences to students. W...
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Published in | Research in science education (Australasian Science Education Research Association) Vol. 51; no. Suppl 2; pp. 801 - 822 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Dordrecht
Springer Netherlands
01.10.2021
Springer Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 0157-244X 1573-1898 |
DOI | 10.1007/s11165-019-09871-3 |
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Abstract | Genetics is known to be one of the most challenging subjects in biology education because of its abstract concepts and processes. Therefore, hands-on experiments in authentic learning environments are supposed to increase comprehensibility and provide otherwise unavailable experiences to students. We applied a hands-on module in an out-of-school gene technology lab, combining experimentation and model work, in order to support the experimental work. In comparing the impact of two different approaches on cognitive achievement, cognitive load and instructional efficiency, we divided our sample (
N
= 254) into two groups: While both were subjected to the experimental part of the module, the
modellers
(
n
= 120) were required to generate a DNA model using assorted handcrafting materials, whereas the
model viewers
(
n
= 134) worked with a commercially available school model of DNA structure. Interestingly, the
model viewers
performed significantly better regarding a mid-term knowledge increase, while individual cognitive load scores during the activity remained similar. Accordingly, the model viewing approach produced significantly higher scores for instructional efficiency, pointing to enhanced cognitive achievement through a more intense perception of the DNA models’ correct contents. While at the first glance our results seem surprising, implications for teaching when models come into play and ways to avoid such discrepancies are discussed. Consequently, recommendations for classroom impacts are presented. |
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AbstractList | Genetics is known to be one of the most challenging subjects in biology education because of its abstract concepts and processes. Therefore, hands-on experiments in authentic learning environments are supposed to increase comprehensibility and provide otherwise unavailable experiences to students. We applied a hands-on module in an out-of-school gene technology lab, combining experimentation and model work, in order to support the experimental work. In comparing the impact of two different approaches on cognitive achievement, cognitive load and instructional efficiency, we divided our sample (
N
= 254) into two groups: While both were subjected to the experimental part of the module, the
modellers
(
n
= 120) were required to generate a DNA model using assorted handcrafting materials, whereas the
model viewers
(
n
= 134) worked with a commercially available school model of DNA structure. Interestingly, the
model viewers
performed significantly better regarding a mid-term knowledge increase, while individual cognitive load scores during the activity remained similar. Accordingly, the model viewing approach produced significantly higher scores for instructional efficiency, pointing to enhanced cognitive achievement through a more intense perception of the DNA models’ correct contents. While at the first glance our results seem surprising, implications for teaching when models come into play and ways to avoid such discrepancies are discussed. Consequently, recommendations for classroom impacts are presented. Genetics is known to be one of the most challenging subjects in biology education because of its abstract concepts and processes. Therefore, hands-on experiments in authentic learning environments are supposed to increase comprehensibility and provide otherwise unavailable experiences to students. We applied a hands-on module in an out-of-school gene technology lab, combining experimentation and model work, in order to support the experimental work. In comparing the impact of two different approaches on cognitive achievement, cognitive load and instructional efficiency, we divided our sample (N = 254) into two groups: While both were subjected to the experimental part of the module, the modellers (n = 120) were required to generate a DNA model using assorted handcrafting materials, whereas the model viewers (n = 134) worked with a commercially available school model of DNA structure. Interestingly, the model viewers performed significantly better regarding a mid-term knowledge increase, while individual cognitive load scores during the activity remained similar. Accordingly, the model viewing approach produced significantly higher scores for instructional efficiency, pointing to enhanced cognitive achievement through a more intense perception of the DNA models’ correct contents. While at the first glance our results seem surprising, implications for teaching when models come into play and ways to avoid such discrepancies are discussed. Consequently, recommendations for classroom impacts are presented. |
Author | Mierdel, Julia Bogner, Franz X. |
Author_xml | – sequence: 1 givenname: Julia orcidid: 0000-0002-8198-689X surname: Mierdel fullname: Mierdel, Julia email: julia.mierdel@uni-bayreuth.de organization: Z-MNU (Centre of Maths and Science Education), University of Bayreuth – sequence: 2 givenname: Franz X. surname: Bogner fullname: Bogner, Franz X. organization: Z-MNU (Centre of Maths and Science Education), University of Bayreuth |
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publication-title: Perceptual and Motor Skills doi: 10.2466/pms.1994.79.1.419 – ident: 9871_CR68 doi: 10.1002/bmb.1 – volume: 20 start-page: 597 issue: 5 year: 1998 ident: 9871_CR81 publication-title: International Journal of Science Education doi: 10.1080/0950069980200507 – volume: 43 start-page: 500 issue: 5 year: 2006 ident: 9871_CR66 publication-title: Journal of Research in Science Teaching doi: 10.1002/tea.20144 – ident: 9871_CR67 doi: 10.1007/s11165-010-9177-2 – volume: 29 start-page: 611 issue: 6 year: 1992 ident: 9871_CR26 publication-title: Journal of Research in Science Teaching doi: 10.1002/tea.3660290609 – ident: 9871_CR52 doi: 10.1021/ed1006103 – volume-title: Next generation science standards: for states, by states year: 2013 ident: 9871_CR55 – volume: 30 start-page: 807 issue: 6 year: 2008 ident: 9871_CR12 publication-title: International Journal of Science Education doi: 10.1080/09500690701308458 – volume: 46 start-page: 632 issue: 6 year: 2009 ident: 9871_CR69 publication-title: Journal of Research in Science Teaching doi: 10.1002/tea.20311 – volume: 25 start-page: 193 issue: 3 year: 1991 ident: 9871_CR39 publication-title: Journal of Biological Education doi: 10.1080/00219266.1991.9655206 – volume: 41 start-page: 75 issue: 2 year: 2006 ident: 9871_CR40 publication-title: Educational Psychologist doi: 10.1207/s15326985ep4102_1 – ident: 9871_CR63 doi: 10.1080/00219266.2006.9656038 – volume-title: Lehrbuch Testtheorie – Testkonstruktion [textbook test theory – test construction] year: 2004 ident: 9871_CR65 – volume: 90 start-page: 1073 issue: 6 year: 2006 ident: 9871_CR14 publication-title: Science Education doi: 10.1002/sce.20164 – ident: 9871_CR43 doi: 10.1002/bmb.20888 – volume: 25 start-page: 1227 issue: 10 year: 2003 ident: 9871_CR16 publication-title: International Journal of Science Education doi: 10.1080/0950069022000038231 – start-page: 239 volume-title: Models and modeling: Cognitive tool for scientific inquiry year: 2011 ident: 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Ein Lehrbuch [Educational Psychology. A textbook] year: 2006 ident: 9871_CR74 – volume: 37 start-page: 719 issue: 7 year: 2000 ident: 9871_CR4 publication-title: Journal of Research in Science Teaching doi: 10.1002/1098-2736(200009)37:7<719::AID-TEA6>3.0.CO;2-V – ident: 9871_CR70 doi: 10.1080/13504622.2012.700696 – volume: 43 start-page: 16 issue: 2008 year: 2008 ident: 9871_CR86 publication-title: Educational Psychologist doi: 10.1080/00461520701756248 – volume: 2 start-page: 115 year: 2004 ident: 9871_CR21 publication-title: International Journal of Science and Mathematics Education doi: 10.1007/s10763-004-3186-4 – volume-title: Lehrplan im Fach Chemie für das gymnasium in Bayern [curriculum in chemistry for the gymnasium in Bavaria] year: 2004 ident: 9871_CR34 – volume: 10 start-page: 251 issue: 3 year: 1998 ident: 9871_CR80 publication-title: Educational Psychology Review doi: 10.1023/A:1022193728205 – start-page: 3 volume-title: Developing models in science education year: 2000 ident: 9871_CR22 doi: 10.1007/978-94-010-0876-1_1 – ident: 9871_CR54 doi: 10.3390/educsci9020115 – volume: 35 start-page: 737 issue: 4 year: 1993 ident: 9871_CR60 publication-title: Human Factors: The Journal of the Human Factors and Ergonomics Society doi: 10.1177/001872089303500412 – volume-title: Cognitive load theory. Explorations in the learning sciences, instructional systems and performance technologies year: 2011 ident: 9871_CR79 doi: 10.1007/978-1-4419-8126-4 – volume: 20 start-page: 12 issue: 1 year: 2009 ident: 9871_CR10 publication-title: Educación química doi: 10.1016/S0187-893X(18)30003-X – volume-title: Forschungsmethoden und evaluation in den Sozial- und Humanwissenschaften [research methods and evaluation in social and human sciences] year: 2016 ident: 9871_CR15 doi: 10.1007/978-3-642-41089-5 – volume: 171 start-page: 737 year: 1953 ident: 9871_CR89 publication-title: Nature doi: 10.1038/171737a0 – volume: 49 start-page: 436 issue: 7 year: 1987 ident: 9871_CR62 publication-title: The American Biology Teacher doi: 10.2307/4448581 – volume: 33 start-page: 1109 issue: 8 year: 2011 ident: 9871_CR56 publication-title: International Journal of Science Education doi: 10.1080/09500693.2010.502191 – volume: 64 start-page: 673 issue: 9 year: 2002 ident: 9871_CR82 publication-title: The American Biology Teacher – volume: 84 start-page: 429 issue: 4 year: 1992 ident: 9871_CR57 publication-title: Journal of Educational Psychology doi: 10.1037/0022-0663.84.4.429 – ident: 9871_CR46 doi: 10.1080/00131911.2011.628748 – ident: 9871_CR41 – volume-title: Lehrplan für das Gymnasium G8 [Curriculum for Gymnasium G8] year: 2007 ident: 9871_CR5 – volume: 80 start-page: 509 issue: 5 year: 1996 ident: 9871_CR29 publication-title: Science Education doi: 10.1002/(SICI)1098-237X(199609)80:5<509::AID-SCE2>3.0.CO;2-F – volume: 24 start-page: 369 issue: 4 year: 2002 ident: 9871_CR37 publication-title: International Journal of Science Education doi: 10.1080/09500690110110142 – volume: 125 start-page: 4 issue: 1 year: 1996 ident: 9871_CR71 publication-title: Journal of Experimental Psychology: General doi: 10.1037/0096-3445.125.1.4 – volume-title: Multimedia learning year: 2001 ident: 9871_CR50 doi: 10.1017/CBO9781139164603 – volume: 42 start-page: 673 issue: 4 year: 2012 ident: 9871_CR13 publication-title: Research in Science Education doi: 10.1007/s11165-011-9223-8 – volume: 90 start-page: 403 year: 1990 ident: 9871_CR83 publication-title: School Science and Mathematics doi: 10.1111/j.1949-8594.1990.tb17229.x – ident: 9871_CR51 – volume: 31 start-page: 1205 issue: 9 year: 2009 ident: 9871_CR72 publication-title: International Journal of Science Education doi: 10.1080/09500690802192181 – ident: 9871_CR25 doi: 10.1080/00220671.2014.917601 – ident: 9871_CR44 doi: 10.1016/j.stueduc.2016.06.003 |
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SubjectTerms | Authentic Learning Cognitive ability Cognitive load Cognitive Processes Deoxyribonucleic acid Difficulty Level DNA DNA structure Education Efficiency Experimentation Genetics Hands on Science Influence of Technology Instructional Effectiveness Modules Science Education Science Experiments Science Instruction |
Title | Investigations of Modellers and Model Viewers in an Out-of-School Gene Technology Laboratory |
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