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Volumn 60, Issue , 2019, Pages 225-236

Adding immersive virtual reality to a science lab simulation causes more presence but less learning

Author keywords

Cognitive load; EEG; Presence; Redundancy principle; Simulation; Virtual reality

Indexed keywords


EID: 85039065813     PISSN: 09594752     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.learninstruc.2017.12.007     Document Type: Article
Times cited : (780)

References (70)
  • 1
    • 85048556671 scopus 로고    scopus 로고
    • EEG pocket guide
    • Retrieved from
    • iMotions A/S, EEG pocket guide. 2016 Retrieved from https://imotions.com/guides/on November 26th, 2016.
    • (2016)
    • iMotions A/S1
  • 2
    • 85061946605 scopus 로고    scopus 로고
    • B-alert X10 EEG headset system
    • rd of December, 2016 from
    • rd of December, 2016 from http://www.advancedbrainmonitoring.com/xseries/x10/.
    • (2016)
    • ABM1
  • 3
    • 84979662972 scopus 로고    scopus 로고
    • Virtual reality systems enhance students' achievements in engineering education
    • Alhalabi, W.S., Virtual reality systems enhance students' achievements in engineering education. Behaviour & Information Technology 35:11 (2016), 919–925 http://doi.org/10.1080/0144929X.2016.1212931.
    • (2016) Behaviour & Information Technology , vol.35 , Issue.11 , pp. 919-925
    • Alhalabi, W.S.1
  • 5
    • 85010525617 scopus 로고    scopus 로고
    • A Meta-analysis of the effectiveness of computer-assisted instruction in science education
    • Bayraktar, S., A Meta-analysis of the effectiveness of computer-assisted instruction in science education. Journal of Research on Technology in Education 34:2 (2001), 173–188 https://doi.org/10.1080/15391523.2001.10782344.
    • (2001) Journal of Research on Technology in Education , vol.34 , Issue.2 , pp. 173-188
    • Bayraktar, S.1
  • 6
    • 85032374483 scopus 로고    scopus 로고
    • Virtual & Augmented Reality: Understanding the race for the next computing platform. Goldman Sachs report
    • Retrieved on the 1st of March, 2017 from
    • Belini, H., Chen, W., Sugiyama, M., Shin, M., Alam, S., Takayama, D., Virtual & Augmented Reality: Understanding the race for the next computing platform. Goldman Sachs report., 2016 Retrieved on the 1st of March, 2017 from http://www.goldmansachs.com/our-thinking/pages/technology-driving-innovation-folder/virtual-and-augmented-reality/report.pdf.
    • (2016)
    • Belini, H.1    Chen, W.2    Sugiyama, M.3    Shin, M.4    Alam, S.5    Takayama, D.6
  • 9
    • 85061944552 scopus 로고    scopus 로고
    • B-ALERT with AcqKnowledge quick guide. Benchmark acquisition and cognitive states analysis
    • Retrieved on 10th November, 2016
    • BIOPAC, B-ALERT with AcqKnowledge quick guide. Benchmark acquisition and cognitive states analysis. 2016 Retrieved on 10th November, 2016 https://www.biopac.com/wp-content/uploads/b-alert-with-acqknowledge-quick-guide.pdf.
    • (2016)
    • BIOPAC1
  • 10
    • 80052522047 scopus 로고    scopus 로고
    • Infinite reality
    • HarperCollins New York
    • Blascovich, J., Bailenson, J., Infinite reality. 2011, HarperCollins, New York.
    • (2011)
    • Blascovich, J.1    Bailenson, J.2
  • 11
    • 85052892881 scopus 로고    scopus 로고
    • Michael Bodekaer: The virtual lab will revolutionize science class
    • Retrieved from
    • Bodekaer, M., Michael Bodekaer: The virtual lab will revolutionize science class. 2016 Retrieved from https://www.ted.com/talks/michael_bodekaer_this_virtual_lab_will_revolutionize_science_class.
    • (2016)
    • Bodekaer, M.1
  • 12
    • 84903983624 scopus 로고    scopus 로고
    • Improving biotech education through gamified laboratory simulations
    • Bonde, M.T., Makransky, G., Wandall, J., Larsen, M.V., Morsing, M., Jarmer, H., et al. Improving biotech education through gamified laboratory simulations. Nature Biotechnology 32:7 (2014), 694–697 http://doi.org/10.1038/nbt.2955.
    • (2014) Nature Biotechnology , vol.32 , Issue.7 , pp. 694-697
    • Bonde, M.T.1    Makransky, G.2    Wandall, J.3    Larsen, M.V.4    Morsing, M.5    Jarmer, H.6
  • 13
    • 84957888891 scopus 로고    scopus 로고
    • Digital games, design, and learning: A systematic review and meta-analysis
    • Clark, B.D., Tanner-Smith, E.E., Killingsworth, S.S., Digital games, design, and learning: A systematic review and meta-analysis. Review of Educational Research 86:1 (2016), 79–122 https://doi.org/10.3102/0034654315582065.
    • (2016) Review of Educational Research , vol.86 , Issue.1 , pp. 79-122
    • Clark, B.D.1    Tanner-Smith, E.E.2    Killingsworth, S.S.3
  • 14
    • 85061946072 scopus 로고    scopus 로고
    • Interpretation of the WISC-IV working memory Index as a measure of attention
    • Theses, Dissertations and Capstones. Paper 699
    • Colliflower, Talya J., Interpretation of the WISC-IV working memory Index as a measure of attention., 2013 Theses, Dissertations and Capstones. Paper 699.
    • (2013)
    • Colliflower, T.J.1
  • 15
    • 0003655362 scopus 로고
    • Teachers and machines: The classroom use of technology since 1920
    • Teachers College Press
    • Cuban, L., Teachers and machines: The classroom use of technology since 1920. 1986, Teachers College Press.
    • (1986)
    • Cuban, L.1
  • 16
    • 85047042631 scopus 로고    scopus 로고
    • Instruction based on computer simulations and virtual laboratories
    • R.E. Mayer P.A. Alexander 2nd ed. Routledge New York
    • De Jong, T., Instruction based on computer simulations and virtual laboratories. Mayer, R.E., Alexander, P.A., (eds.) Handbook of research on learning and instruction, 2nd ed., 2017, Routledge, New York, 502–521.
    • (2017) Handbook of research on learning and instruction , pp. 502-521
    • De Jong, T.1
  • 17
    • 84876338763 scopus 로고    scopus 로고
    • Physical and virtual laboratories in science and engineering education
    • De Jong, T., Linn, M.C., Zacharia, Z.C., Physical and virtual laboratories in science and engineering education. Science 80:340 (2013), 305–308, 10.1126/science.1230579.
    • (2013) Science , vol.80 , Issue.340 , pp. 305-308
    • De Jong, T.1    Linn, M.C.2    Zacharia, Z.C.3
  • 18
    • 0004228173 scopus 로고
    • Interest and effort in education
    • Houghton Mifflin Cambridge, MA
    • Dewey, J., Interest and effort in education. 1913, Houghton Mifflin, Cambridge, MA.
    • (1913)
    • Dewey, J.1
  • 19
    • 84863621970 scopus 로고    scopus 로고
    • EEG estimates of engagement and cognitive workload predict math problem solving outcomes
    • J. Masthoff et al. (eds.) Springer-Verlag Berlin
    • Galán, F.C., Beal, C.R., EEG estimates of engagement and cognitive workload predict math problem solving outcomes. Masthoff, J., et al. (eds.) UMAP 2012, LNCS 7379, 2012, Springer-Verlag, Berlin, 51–62.
    • (2012) UMAP 2012, LNCS 7379 , pp. 51-62
    • Galán, F.C.1    Beal, C.R.2
  • 20
    • 84920574142 scopus 로고    scopus 로고
    • Cognitive state monitoring and the design of adaptive instruction in digital environments: Lessons learned from cognitive workload assessment using a passive brain-computer interface approach
    • Gerjets, P., Walter, W., Rosenstiel, W., Bogdan, M., Zander, T.O., Cognitive state monitoring and the design of adaptive instruction in digital environments: Lessons learned from cognitive workload assessment using a passive brain-computer interface approach. Frontiers in Neuroscience, 8, 2014, 386, 10.3389/fnins.2014.00385.
    • (2014) Frontiers in Neuroscience , vol.8 , pp. 386
    • Gerjets, P.1    Walter, W.2    Rosenstiel, W.3    Bogdan, M.4    Zander, T.O.5
  • 21
    • 0032032850 scopus 로고    scopus 로고
    • Monitoring working memory load during computer-based tasks with EEG pattern recognition methods
    • Gevins, A., Smith, M.E., Leong, H., McEvoy, L., Whitfield, S., Du, R., et al. Monitoring working memory load during computer-based tasks with EEG pattern recognition methods. Human Factors 40:1 (1998), 79–91.
    • (1998) Human Factors , vol.40 , Issue.1 , pp. 79-91
    • Gevins, A.1    Smith, M.E.2    Leong, H.3    McEvoy, L.4    Whitfield, S.5    Du, R.6
  • 22
    • 85052851650 scopus 로고    scopus 로고
    • 2016 virtual reality industry report
    • Retrieved from
    • Greenlight, V.R., Roadtovr, 2016 virtual reality industry report., 2016 Retrieved from http://www.greenlightinsights.com/reports/2016-industry-report on March 3rd, 2017.
    • (2016)
    • Greenlight, V.R.1    Roadtovr2
  • 23
    • 0031496428 scopus 로고    scopus 로고
    • The role of interest in learning from scientific text and illustrations: On the distinction between emotional interest and cognitive interest
    • Harp, S.F., Mayer, R.E., The role of interest in learning from scientific text and illustrations: On the distinction between emotional interest and cognitive interest. Journal of Educational Psychology 89:1 (1997), 92–102 https://doi.org/10.1037/0022-0663.89.1.92.
    • (1997) Journal of Educational Psychology , vol.89 , Issue.1 , pp. 92-102
    • Harp, S.F.1    Mayer, R.E.2
  • 24
    • 79959447883 scopus 로고    scopus 로고
    • Learning science through computer games and simulations
    • National Academies Press Washington, DC
    • Honey, M.A., Hilton, M.L., Learning science through computer games and simulations. 2011, National Academies Press, Washington, DC.
    • (2011)
    • Honey, M.A.1    Hilton, M.L.2
  • 25
    • 0000806047 scopus 로고    scopus 로고
    • Managing split-attention and redundancy in multimedia instruction
    • Kalyuga, S., Chandler, P., Sweller, J., Managing split-attention and redundancy in multimedia instruction. Applied Cognitive Psychology 13 (1999), 351–371.
    • (1999) Applied Cognitive Psychology , vol.13 , pp. 351-371
    • Kalyuga, S.1    Chandler, P.2    Sweller, J.3
  • 27
    • 58149223955 scopus 로고    scopus 로고
    • Augmented learning: Research and design of mobile educational games
    • MIT Press Cambridge, MA
    • Klopfer, E., Augmented learning: Research and design of mobile educational games. 2008, MIT Press, Cambridge, MA.
    • (2008)
    • Klopfer, E.1
  • 28
    • 84906097477 scopus 로고    scopus 로고
    • Learning with desktop virtual reality: Low spatial ability learners are more positively affected
    • Lee, E.A., Wong, K.W., Learning with desktop virtual reality: Low spatial ability learners are more positively affected. Computers & Education 79 (2014), 49–58.
    • (2014) Computers & Education , vol.79 , pp. 49-58
    • Lee, E.A.1    Wong, K.W.2
  • 29
    • 77956266282 scopus 로고    scopus 로고
    • How does desktop virtual reality enhance learning outcomes? A structural equation modeling approach
    • Lee, E.A.-L., Wong, K.W., Fung, C.C., How does desktop virtual reality enhance learning outcomes? A structural equation modeling approach. Computers & Education 55:4 (2010), 1424–1442 http://doi.org/10.1016/j.compedu.2010.06.006.
    • (2010) Computers & Education , vol.55 , Issue.4 , pp. 1424-1442
    • Lee, E.A.-L.1    Wong, K.W.2    Fung, C.C.3
  • 30
    • 43849109801 scopus 로고    scopus 로고
    • Full immersive virtual environment CAVEtm in chemistry education
    • Limniou, M., Roberts, D., Papadopoulos, N., Full immersive virtual environment CAVEtm in chemistry education. Computers & Education 51:2 (2007), 584–593, 10.1016/j.compedu.2007.06.014.
    • (2007) Computers & Education , vol.51 , Issue.2 , pp. 584-593
    • Limniou, M.1    Roberts, D.2    Papadopoulos, N.3
  • 31
    • 84962222048 scopus 로고    scopus 로고
    • Simulation based virtual learning environment in medical genetics counseling: An example of bridging the gap between theory and practice in medical education
    • 98. 6
    • Makransky, G., Bonde, M.T., Wulff, J.S.G., Wandall, J., Hood, M., Creed, P.A., et al. Simulation based virtual learning environment in medical genetics counseling: An example of bridging the gap between theory and practice in medical education. BMC Medical Education, 16(1), 2016 98. 6.
    • (2016) BMC Medical Education , vol.16 , Issue.1
    • Makransky, G.1    Bonde, M.T.2    Wulff, J.S.G.3    Wandall, J.4    Hood, M.5    Creed, P.A.6
  • 32
    • 85014524688 scopus 로고    scopus 로고
    • Development and validation of the multimodal presence scale for virtual reality environments: A confirmatory factor analysis and item response theory approach
    • Makransky, G., Lilleholt, L., Aaby, A., Development and validation of the multimodal presence scale for virtual reality environments: A confirmatory factor analysis and item response theory approach. Computers in Human Behavior 72 (2017), 276–285 http://doi.org/10.1016/j.chb.2017.02.066.
    • (2017) Computers in Human Behavior , vol.72 , pp. 276-285
    • Makransky, G.1    Lilleholt, L.2    Aaby, A.3
  • 33
    • 84973301052 scopus 로고    scopus 로고
    • Virtual simulations as preparation for lab exercises: Assessing learning of key laboratory skills in microbiology and improvement of essential non-cognitive skills
    • Makransky, G., Thisgaard, M.W., Gadegaard, H., Virtual simulations as preparation for lab exercises: Assessing learning of key laboratory skills in microbiology and improvement of essential non-cognitive skills. PLoS One, 11(6), 2016, e0155895, 10.1371/journal.pone.0155895.
    • (2016) PLoS One , vol.11 , Issue.6 , pp. e0155895
    • Makransky, G.1    Thisgaard, M.W.2    Gadegaard, H.3
  • 34
    • 0003781450 scopus 로고    scopus 로고
    • Multimedia learning
    • 2nd ed. Cambridge University Press New York
    • Mayer, R.E., Multimedia learning. 2nd ed., 2009, Cambridge University Press, New York.
    • (2009)
    • Mayer, R.E.1
  • 35
    • 84922988228 scopus 로고    scopus 로고
    • Cognitive theory of multimedia learning
    • R.E. Mayer 2nd ed. Cambridge University Press New York
    • Mayer, R.E., Cognitive theory of multimedia learning. Mayer, R.E., (eds.) The Cambridge handbook of multimedia learning, 2nd ed., 2014, Cambridge University Press, New York, 43–71.
    • (2014) The Cambridge handbook of multimedia learning , pp. 43-71
    • Mayer, R.E.1
  • 36
    • 84994388384 scopus 로고    scopus 로고
    • How can brain research inform academic learning and instruction?
    • Mayer, R.E., How can brain research inform academic learning and instruction?. Educational Psychology Review 29 (2017), 835–846.
    • (2017) Educational Psychology Review , vol.29 , pp. 835-846
    • Mayer, R.E.1
  • 37
    • 84908630778 scopus 로고    scopus 로고
    • Principles for reducing extraneous processing in multimedia learning: Coherence, signaling, redundancy, spatial contiguity, and temporal contiguity principles
    • nd ed. Cambridge University Press New York
    • nd ed., 2014, Cambridge University Press, New York, 279–315.
    • (2014) The Cambridge handbook of multimedia learning , pp. 279-315
    • Mayer, R.E.1    Fiorella, L.2
  • 38
    • 0035582346 scopus 로고    scopus 로고
    • Cognitive constraints on multimedia learning: When presenting more material results
    • Mayer, R.E., Heiser, J., Lonn, S., Cognitive constraints on multimedia learning: When presenting more material results. Journal of Educational Psychology 93:1 (2001), 187–198.
    • (2001) Journal of Educational Psychology , vol.93 , Issue.1 , pp. 187-198
    • Mayer, R.E.1    Heiser, J.2    Lonn, S.3
  • 39
    • 84883330214 scopus 로고    scopus 로고
    • Effectiveness of virtual reality-based instruction on students' learning outcomes in K-12 and higher education
    • Merchant, Z., Goetz, E.T., Cifuentes, L., Kenney-Kennicutt, W., Davis, T.J., Effectiveness of virtual reality-based instruction on students' learning outcomes in K-12 and higher education. Computers & Education 70 (2014), 29–40.
    • (2014) Computers & Education , vol.70 , pp. 29-40
    • Merchant, Z.1    Goetz, E.T.2    Cifuentes, L.3    Kenney-Kennicutt, W.4    Davis, T.J.5
  • 40
    • 84994842437 scopus 로고    scopus 로고
    • Chris Milk: How virtual reality can create the ultimate empathy machine
    • Retrieved from
    • Milk, C., Chris Milk: How virtual reality can create the ultimate empathy machine. 2015 Retrieved from https://www.ted.com/talks/chris_milk_how_virtual_reality_can_create_the_ultimate_empathy_machine.
    • (2015)
    • Milk, C.1
  • 42
    • 0033137475 scopus 로고    scopus 로고
    • Cognitive principles of multimedia learning: The role of modality and contiguity
    • Moreno, R., Mayer, R.E., Cognitive principles of multimedia learning: The role of modality and contiguity. Journal of Educational Psychology 91 (1999), 358–368.
    • (1999) Journal of Educational Psychology , vol.91 , pp. 358-368
    • Moreno, R.1    Mayer, R.E.2
  • 43
    • 0034144899 scopus 로고    scopus 로고
    • A coherence effect in multimedia learning: The case for minimizing irrelevant sounds in the design of multimedia messages
    • Moreno, R., Mayer, R.E., A coherence effect in multimedia learning: The case for minimizing irrelevant sounds in the design of multimedia messages. Journal of Educational Psychology 92 (2000), 117–125.
    • (2000) Journal of Educational Psychology , vol.92 , pp. 117-125
    • Moreno, R.1    Mayer, R.E.2
  • 44
    • 0036741857 scopus 로고    scopus 로고
    • Learning science in virtual reality multimedia environments: Role of methods and media
    • Moreno, R., Mayer, R.E., Learning science in virtual reality multimedia environments: Role of methods and media. Journal of Educational Psychology 94:3 (2002), 598–610.
    • (2002) Journal of Educational Psychology , vol.94 , Issue.3 , pp. 598-610
    • Moreno, R.1    Mayer, R.E.2
  • 45
    • 34548590079 scopus 로고    scopus 로고
    • Interactive multimodal learning environments
    • Moreno, R., Mayer, R.E., Interactive multimodal learning environments. Educational Psychology Review 19 (2007), 309–326.
    • (2007) Educational Psychology Review , vol.19 , pp. 309-326
    • Moreno, R.1    Mayer, R.E.2
  • 46
    • 84959376783 scopus 로고    scopus 로고
    • Learning science through computer games and simulations. committee on science learning: Computer games, simulations, and education
    • National Academies Press Washington, DC
    • National Research Council, Learning science through computer games and simulations. committee on science learning: Computer games, simulations, and education. 2011, National Academies Press, Washington, DC.
    • (2011)
    • National Research Council1
  • 47
    • 0003509917 scopus 로고
    • Things that make us smart: Defending human attributes in the age of the machine
    • Addison-Wesley Reading, MA
    • Norman, D.A., Things that make us smart: Defending human attributes in the age of the machine. 1993, Addison-Wesley, Reading, MA.
    • (1993)
    • Norman, D.A.1
  • 48
    • 33847414506 scopus 로고    scopus 로고
    • An introduction to the Rasch measurement model: An example using the hospital anxiety and depression scale (HADS)
    • Pallant, J.F., Tennant, A., An introduction to the Rasch measurement model: An example using the hospital anxiety and depression scale (HADS). British Journal of Clinical Psychology 46 (2007), 1–18 https://doi.org/10.1348/014466506X96931.
    • (2007) British Journal of Clinical Psychology , vol.46 , pp. 1-18
    • Pallant, J.F.1    Tennant, A.2
  • 49
    • 84958149996 scopus 로고    scopus 로고
    • Improving children's cognitive modifiability by dynamic assessment in 3D Immersive Virtual Reality environments
    • Passig, D., Tzuriel, D., Eshel-Kedmi, G., Improving children's cognitive modifiability by dynamic assessment in 3D Immersive Virtual Reality environments. Computers & Education 95 (2016), 296–308.
    • (2016) Computers & Education , vol.95 , pp. 296-308
    • Passig, D.1    Tzuriel, D.2    Eshel-Kedmi, G.3
  • 50
    • 77649189532 scopus 로고    scopus 로고
    • Emotions at school
    • K.R. Wentzel D.B. Miele 2nd ed. Routledge New York
    • Pekrun, R., Emotions at school. Wentzel, K.R., Miele, D.B., (eds.) Handbook of motivation at school, 2nd ed., 2016, Routledge, New York, 120–144.
    • (2016) Handbook of motivation at school , pp. 120-144
    • Pekrun, R.1
  • 51
    • 85152819954 scopus 로고    scopus 로고
    • Emotional design in digital media for learning
    • S.Y. Tettegah M. Gartmeier Academic Press San Diego
    • Plass, J.L., Kaplan, U., Emotional design in digital media for learning. Tettegah, S.Y., Gartmeier, M., (eds.) Emotions, technology, design, and learning, 2015, Academic Press, San Diego, 131–161.
    • (2015) Emotions, technology, design, and learning , pp. 131-161
    • Plass, J.L.1    Kaplan, U.2
  • 52
    • 0003769811 scopus 로고
    • Probabilistic models for some intelligence and attainment tests
    • Danish Institute for Educational Research Copenhagen
    • Rasch, G., Probabilistic models for some intelligence and attainment tests. 1960, Danish Institute for Educational Research, Copenhagen.
    • (1960)
    • Rasch, G.1
  • 53
    • 84956797201 scopus 로고    scopus 로고
    • The power of interest for motivation and engagement
    • Routledge New York
    • Renninger, K.A., Hidi, S.E., The power of interest for motivation and engagement. 2016, Routledge, New York.
    • (2016)
    • Renninger, K.A.1    Hidi, S.E.2
  • 54
    • 84927157585 scopus 로고    scopus 로고
    • A Comparison of learning gains when using a 2D simulation tool versus a 3D virtual world: An experiment to find the right representation involving the Marginal Value Theorem
    • Richards, D., Taylor, M., A Comparison of learning gains when using a 2D simulation tool versus a 3D virtual world: An experiment to find the right representation involving the Marginal Value Theorem. Computers & Education 86 (2015), 157–171.
    • (2015) Computers & Education , vol.86 , pp. 157-171
    • Richards, D.1    Taylor, M.2
  • 55
    • 80052544535 scopus 로고    scopus 로고
    • The learning effects of computer simulations in science education
    • Rutten, N., van Joolingen, W.R., van der Veen, J.T., The learning effects of computer simulations in science education. Compuers & Education 58:1 (2012), 136–153 https://doi.org/10.1016/j.compedu.2011.07.017.
    • (2012) Compuers & Education , vol.58 , Issue.1 , pp. 136-153
    • Rutten, N.1    van Joolingen, W.R.2    van der Veen, J.T.3
  • 56
    • 0041154170 scopus 로고    scopus 로고
    • A model for understanding how virtual reality aids complex conceptual learning
    • Salzman, M.C., Dede, C., Loftin, R.B., Chen, J., A model for understanding how virtual reality aids complex conceptual learning. Presence: Teleoperators and Virtual Environments 8:3 (1999), 293–316 http://doi.org/10.1162/105474699566242.
    • (1999) Presence: Teleoperators and Virtual Environments , vol.8 , Issue.3 , pp. 293-316
    • Salzman, M.C.1    Dede, C.2    Loftin, R.B.3    Chen, J.4
  • 59
    • 84957671591 scopus 로고    scopus 로고
    • Cognitive state assessment: Examination of EEG-based measures on a stroop task
    • SAGE Publications Sage CA: Los Angeles, CA No. 1
    • th annual meeting, Vol. 58, 2014, SAGE Publications, Sage CA: Los Angeles, CA, 215–219 No. 1.
    • (2014) th annual meeting , vol.58 , pp. 215-219
    • Sciarini, L.W.1    Grubb, J.D.2    Fatolitis, P.G.3
  • 60
    • 79957613510 scopus 로고    scopus 로고
    • A meta-analytic examination of the instructional effectiveness of computer-based simulation games
    • Sitzmann, T., A meta-analytic examination of the instructional effectiveness of computer-based simulation games. Personnel Psychology 64:2 (2011), 489–528, 10.1111/j.1744-6570.2011.01190.x.
    • (2011) Personnel Psychology , vol.64 , Issue.2 , pp. 489-528
    • Sitzmann, T.1
  • 61
    • 0031501198 scopus 로고    scopus 로고
    • A framework for immersive virtual environments (FIVE): Speculations on the role of presence in virtual environments
    • Slater, M., Wilbur, S., A framework for immersive virtual environments (FIVE): Speculations on the role of presence in virtual environments. Presence: Teleoperators and Virtual Environments 6 (1997), 603–616.
    • (1997) Presence: Teleoperators and Virtual Environments , vol.6 , pp. 603-616
    • Slater, M.1    Wilbur, S.2
  • 62
    • 77955057338 scopus 로고    scopus 로고
    • WISE Science: Web-based inquiry in the classroom
    • Teachers College Press New York
    • Slotta, J.D., Linn, M.C., WISE Science: Web-based inquiry in the classroom. 2009, Teachers College Press, New York.
    • (2009)
    • Slotta, J.D.1    Linn, M.C.2
  • 63
    • 0029052086 scopus 로고
    • Concepts and applications of EEG analysis in aviation performance evaluation
    • Sterman, M.B., Mann, C.A., Concepts and applications of EEG analysis in aviation performance evaluation. Biological Psychology 40 (1995), 115–130.
    • (1995) Biological Psychology , vol.40 , pp. 115-130
    • Sterman, M.B.1    Mann, C.A.2
  • 65
    • 79957567287 scopus 로고    scopus 로고
    • Cognitive load theory
    • Springer New York
    • Sweller, J., Ayres, P.L., Kalyuga, S., Cognitive load theory. 2011, Springer, New York.
    • (2011)
    • Sweller, J.1    Ayres, P.L.2    Kalyuga, S.3
  • 66
    • 85021380134 scopus 로고    scopus 로고
    • Virtual learning simulations in high School: Effects on cognitive and non-cognitive outcomes and implications on the development of STEM academic and career choice
    • Thisgaard, M., Makransky, G., Virtual learning simulations in high School: Effects on cognitive and non-cognitive outcomes and implications on the development of STEM academic and career choice. Frontiers in Psychology, 8, 2017.
    • (2017) Frontiers in Psychology , vol.8
    • Thisgaard, M.1    Makransky, G.2
  • 67
    • 9744271731 scopus 로고    scopus 로고
    • User acceptance of hedonic information systems
    • Van Der Heijden, H., User acceptance of hedonic information systems. MIS Quarterly 28:4 (2004), 695–704.
    • (2004) MIS Quarterly , vol.28 , Issue.4 , pp. 695-704
    • Van Der Heijden, H.1
  • 69
    • 84920854568 scopus 로고    scopus 로고
    • Declarative knowledge acquisition in immersive virtual learning environments
    • Webster, R., Declarative knowledge acquisition in immersive virtual learning environments. Interactive Learning Environments 24:6 (2016), 1319–1333.
    • (2016) Interactive Learning Environments , vol.24 , Issue.6 , pp. 1319-1333
    • Webster, R.1
  • 70
    • 79952817053 scopus 로고    scopus 로고
    • Handbook of motivation at school
    • 2nd ed. Routledge New York
    • Wentzel, K.R., Miele, D.B., Handbook of motivation at school. 2nd ed., 2016, Routledge, New York.
    • (2016)
    • Wentzel, K.R.1    Miele, D.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.