메뉴 건너뛰기




Volumn 191, Issue , 2020, Pages

Should online math learning environments be tailored to individuals’ cognitive profiles?

Author keywords

Arithmetic; Eye tracking; Individual differences; Inhibitory control; Time perception; Working memory

Indexed keywords

ARITHMETIC; ARTICLE; CHILD; CLINICAL ARTICLE; CONTROLLED STUDY; EXPLORATORY RESEARCH; EYE TRACKING; FEMALE; HUMAN; HUMAN EXPERIMENT; LEARNING ENVIRONMENT; MALE; RANDOMIZED CONTROLLED TRIAL; SCHOOL CHILD; TIME PERCEPTION; VISIBILITY; WORKING MEMORY; ATTENTION; EDUCATION; EXECUTIVE FUNCTION; MATHEMATICS; PHYSIOLOGY; PROBLEM SOLVING; SHORT TERM MEMORY;

EID: 85075275556     PISSN: 00220965     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jecp.2019.104730     Document Type: Article
Times cited : (18)

References (70)
  • 1
    • 81855207306 scopus 로고    scopus 로고
    • Adaptive educational hypermedia accommodating learning styles: A content analysis of publications from 2000 to 2011
    • Akbulut, Y., Cardak, C.S., Adaptive educational hypermedia accommodating learning styles: A content analysis of publications from 2000 to 2011. Computers and Education 58 (2012), 835–842.
    • (2012) Computers and Education , vol.58 , pp. 835-842
    • Akbulut, Y.1    Cardak, C.S.2
  • 2
    • 84903997242 scopus 로고    scopus 로고
    • The relationship among working memory, math anxiety, and performance
    • Ashcraft, M.H., Kirk, E.P., The relationship among working memory, math anxiety, and performance. Journal of Experimental Psychology: General 130 (2001), 224–237.
    • (2001) Journal of Experimental Psychology: General , vol.130 , pp. 224-237
    • Ashcraft, M.H.1    Kirk, E.P.2
  • 3
    • 34547502980 scopus 로고    scopus 로고
    • Working memory, math performance, and math anxiety
    • Ashcraft, M.H., Krause, J.A., Working memory, math performance, and math anxiety. Psychonomic Bulletin & Review 14 (2007), 243–248.
    • (2007) Psychonomic Bulletin & Review , vol.14 , pp. 243-248
    • Ashcraft, M.H.1    Krause, J.A.2
  • 4
    • 58349083859 scopus 로고    scopus 로고
    • Estimation of behavioral user state based on eye gaze and head pose—Application in an e-learning environment
    • Asteriadis, S., Tzouveli, P., Karpouzis, K., Kollias, S., Estimation of behavioral user state based on eye gaze and head pose—Application in an e-learning environment. Multimedia Tools and Applications 41 (2009), 469–493.
    • (2009) Multimedia Tools and Applications , vol.41 , pp. 469-493
    • Asteriadis, S.1    Tzouveli, P.2    Karpouzis, K.3    Kollias, S.4
  • 5
    • 0026554483 scopus 로고
    • Working memory
    • Baddeley, A.D., Working memory. Science 255 (1992), 556–559.
    • (1992) Science , vol.255 , pp. 556-559
    • Baddeley, A.D.1
  • 6
    • 59049088575 scopus 로고    scopus 로고
    • Learning secondary mathematics with technology: Exploring the complex interrelationship between students’ attitudes, engagement, gender and achievement
    • Barkatsas, A., Kasimatis, K., Gialamas, V., Learning secondary mathematics with technology: Exploring the complex interrelationship between students’ attitudes, engagement, gender and achievement. Computers and Education 52 (2009), 562–570.
    • (2009) Computers and Education , vol.52 , pp. 562-570
    • Barkatsas, A.1    Kasimatis, K.2    Gialamas, V.3
  • 8
    • 19944362234 scopus 로고    scopus 로고
    • Working memory and children's use of retrieval to solve addition problems
    • Barrouillet, P., Lépine, R., Working memory and children's use of retrieval to solve addition problems. Journal of Experimental Child Psychology 91 (2005), 183–204.
    • (2005) Journal of Experimental Child Psychology , vol.91 , pp. 183-204
    • Barrouillet, P.1    Lépine, R.2
  • 9
    • 0021397297 scopus 로고
    • Choking under pressure: Self-consciousness and paradoxical effects of incentives on skillful performance
    • Baumeister, R.F., Choking under pressure: Self-consciousness and paradoxical effects of incentives on skillful performance. Journal of Personality and Social Psychology 46 (1984), 610–620.
    • (1984) Journal of Personality and Social Psychology , vol.46 , pp. 610-620
    • Baumeister, R.F.1
  • 10
    • 14544308785 scopus 로고    scopus 로고
    • When high-powered people fail: Working memory and “choking under pressure” in math
    • Beilock, S.L., Carr, T.H., When high-powered people fail: Working memory and “choking under pressure” in math. Psychological Science 16 (2005), 101–105.
    • (2005) Psychological Science , vol.16 , pp. 101-105
    • Beilock, S.L.1    Carr, T.H.2
  • 11
    • 36048993046 scopus 로고    scopus 로고
    • From poor performance to success under stress: Working memory, strategy selection, and mathematical problem solving under pressure
    • Beilock, S.L., DeCaro, M.S., From poor performance to success under stress: Working memory, strategy selection, and mathematical problem solving under pressure. Journal of Experimental Psychology: Learning, Memory, and Cognition 33 (2007), 983–998.
    • (2007) Journal of Experimental Psychology: Learning, Memory, and Cognition , vol.33 , pp. 983-998
    • Beilock, S.L.1    DeCaro, M.S.2
  • 12
    • 84949897098 scopus 로고    scopus 로고
    • Timing and time perception : A selective review and commentary on recent reviews
    • Block, R.A., Grondin, S., Gibbon, A., Timing and time perception : A selective review and commentary on recent reviews. Frontiers in Psychology, 5, 2014, 10.1121/1.1918172.
    • (2014) Frontiers in Psychology , vol.5
    • Block, R.A.1    Grondin, S.2    Gibbon, A.3
  • 13
    • 84900407766 scopus 로고    scopus 로고
    • Time perception, attention, and memory: A selective review
    • Block, R.A., Gruber, R.P., Time perception, attention, and memory: A selective review. Acta Psychologica 149 (2014), 129–133.
    • (2014) Acta Psychologica , vol.149 , pp. 129-133
    • Block, R.A.1    Gruber, R.P.2
  • 14
    • 77953684399 scopus 로고    scopus 로고
    • How cognitive load affects duration judgments: A meta-analytic review
    • Block, R.A., Hancock, P.A., Zakay, D., How cognitive load affects duration judgments: A meta-analytic review. Acta Psychologica 134 (2010), 330–343.
    • (2010) Acta Psychologica , vol.134 , pp. 330-343
    • Block, R.A.1    Hancock, P.A.2    Zakay, D.3
  • 15
    • 0030612822 scopus 로고    scopus 로고
    • The Psychophysics Toolbox
    • Brainard, D.H., The Psychophysics Toolbox. Spatial Vision 10 (1997), 433–436.
    • (1997) Spatial Vision , vol.10 , pp. 433-436
    • Brainard, D.H.1
  • 16
    • 84887540191 scopus 로고    scopus 로고
    • Timing and executive resources: Dual-task interference patterns between temporal production and shifting, updating, and inhibition tasks
    • Brown, S.W., Collier, S.A., Night, J.C., Timing and executive resources: Dual-task interference patterns between temporal production and shifting, updating, and inhibition tasks. Journal of Experimental Psychology: Human Perception and Performance 39 (2013), 947–963.
    • (2013) Journal of Experimental Psychology: Human Perception and Performance , vol.39 , pp. 947-963
    • Brown, S.W.1    Collier, S.A.2    Night, J.C.3
  • 17
    • 85006852858 scopus 로고    scopus 로고
    • Relation between temporal perception and inhibitory control in the Go/No-Go task
    • Brown, S.W., Perreault, S.T., Relation between temporal perception and inhibitory control in the Go/No-Go task. Acta Psychologica 173 (2017), 87–93.
    • (2017) Acta Psychologica , vol.173 , pp. 87-93
    • Brown, S.W.1    Perreault, S.T.2
  • 18
    • 0032925476 scopus 로고    scopus 로고
    • Exploring the roles of the visual-spatial sketch pad and central executive in children's arithmetical skills: Views from cognition and developmental neuropsychology
    • Bull, R., Johnston, R.S., Roy, J.A., Exploring the roles of the visual-spatial sketch pad and central executive in children's arithmetical skills: Views from cognition and developmental neuropsychology. Developmental Neuropsychology 15 (1999), 421–442.
    • (1999) Developmental Neuropsychology , vol.15 , pp. 421-442
    • Bull, R.1    Johnston, R.S.2    Roy, J.A.3
  • 19
    • 84893799721 scopus 로고    scopus 로고
    • Executive functioning and mathematics achievement
    • Bull, R., Lee, K., Executive functioning and mathematics achievement. Child Development Perspectives 8 (2014), 36–41.
    • (2014) Child Development Perspectives , vol.8 , pp. 36-41
    • Bull, R.1    Lee, K.2
  • 20
    • 0035188245 scopus 로고    scopus 로고
    • Executive functioning as a predictor of children's mathematics ability: Inhibition, switching, and working memory
    • Bull, R., Scerif, G., Executive functioning as a predictor of children's mathematics ability: Inhibition, switching, and working memory. Developmental Neuropsychology 19 (2001), 273–293.
    • (2001) Developmental Neuropsychology , vol.19 , pp. 273-293
    • Bull, R.1    Scerif, G.2
  • 21
    • 85028756201 scopus 로고    scopus 로고
    • Stress, time pressure, strategy selection and math anxiety in mathematics: A review of the literature
    • Caviola, S., Carey, E., Mammarella, I.C., Szucs, D., Stress, time pressure, strategy selection and math anxiety in mathematics: A review of the literature. Frontiers in Psychology, 8, 2017, 10.3389/fpsyg.2017.01488.
    • (2017) Frontiers in Psychology , vol.8
    • Caviola, S.1    Carey, E.2    Mammarella, I.C.3    Szucs, D.4
  • 22
    • 0003577917 scopus 로고
    • Statistical power analysis for the behaviors science
    • (2nd ed.). Erlbaum Hillsdale: NJ: Lawrence
    • Cohen, J., Statistical power analysis for the behaviors science. (2nd ed.)., 1988, Erlbaum, Hillsdale: NJ: Lawrence.
    • (1988)
    • Cohen, J.1
  • 23
    • 84904601491 scopus 로고    scopus 로고
    • Skills underlying mathematics: The role of executive function in the development of mathematics proficiency
    • Cragg, L., Gilmore, C., Skills underlying mathematics: The role of executive function in the development of mathematics proficiency. Trends in Neuroscience and Education 3 (2014), 63–68.
    • (2014) Trends in Neuroscience and Education , vol.3 , pp. 63-68
    • Cragg, L.1    Gilmore, C.2
  • 25
    • 85175261271 scopus 로고    scopus 로고
    • Using Bayes to get the most out of non-significant results
    • Dienes, Z., Using Bayes to get the most out of non-significant results. Frontiers in Psychology, 5, 2014, 10.3389/fpsyg.2014.00781.
    • (2014) Frontiers in Psychology , vol.5
    • Dienes, Z.1
  • 27
    • 84860163568 scopus 로고    scopus 로고
    • Brain activity during a visuospatial working memory task predicts arithmetical performance 2 years later
    • Dumontheil, I., Klingberg, T., Brain activity during a visuospatial working memory task predicts arithmetical performance 2 years later. Cerebral Cortex 22 (2012), 1078–1085.
    • (2012) Cerebral Cortex , vol.22 , pp. 1078-1085
    • Dumontheil, I.1    Klingberg, T.2
  • 30
    • 84965682753 scopus 로고
    • Learning and instruction: An examination of four research perspectives in science
    • Eylon, B., Linn, M.C., Learning and instruction: An examination of four research perspectives in science. Review of Educational Research 58 (1988), 251–301.
    • (1988) Review of Educational Research , vol.58 , pp. 251-301
    • Eylon, B.1    Linn, M.C.2
  • 31
    • 0001002425 scopus 로고
    • Time pressure, task performance, and enjoyment
    • J.E. McGrath Sage Newbury Park, CA
    • Freedman, J.L., Edwards, D.R., Time pressure, task performance, and enjoyment. McGrath, J.E., (eds.) The social psychology of time, 1988, Sage, Newbury Park, CA, 113–133.
    • (1988) The social psychology of time , pp. 113-133
    • Freedman, J.L.1    Edwards, D.R.2
  • 34
    • 77952603703 scopus 로고    scopus 로고
    • Timing and time perception: A review of recent behavioral and neuroscience findings and theoretical directions
    • Grondin, S., Timing and time perception: A review of recent behavioral and neuroscience findings and theoretical directions. Attention, Perception, & Psychophysics 72 (2010), 561–582.
    • (2010) Attention, Perception, & Psychophysics , vol.72 , pp. 561-582
    • Grondin, S.1
  • 35
    • 79551501320 scopus 로고    scopus 로고
    • Evaluating learners’ motivational and cognitive processing in an online game-based learning environment
    • Huang, W.H., Evaluating learners’ motivational and cognitive processing in an online game-based learning environment. Computers in Human Behavior 27 (2011), 694–704.
    • (2011) Computers in Human Behavior , vol.27 , pp. 694-704
    • Huang, W.H.1
  • 37
    • 85075292734 scopus 로고    scopus 로고
    • JASP Team. JASP (Version 0.8.6) [computer software].
    • JASP Team. (2019). JASP (Version 0.8.6) [computer software].
    • (2019)
  • 38
    • 77953233297 scopus 로고    scopus 로고
    • The effects of modern mathematics computer games on mathematics achievement and class motivation
    • Kebritchi, M., Hirumi, A., Bai, H., The effects of modern mathematics computer games on mathematics achievement and class motivation. Computers and Education 55 (2010), 427–443.
    • (2010) Computers and Education , vol.55 , pp. 427-443
    • Kebritchi, M.1    Hirumi, A.2    Bai, H.3
  • 40
    • 15344344805 scopus 로고    scopus 로고
    • Digital game-based learning: Towards an experiential gaming model
    • Kiili, K., Digital game-based learning: Towards an experiential gaming model. Internet and Higher Education 8:1 (2005), 13–24.
    • (2005) Internet and Higher Education , vol.8 , Issue.1 , pp. 13-24
    • Kiili, K.1
  • 41
    • 79957537934 scopus 로고    scopus 로고
    • Computer adaptive practice of maths ability using a new item response model for on the fly ability and difficulty estimation
    • Klinkenberg, S., Straatemeier, M., van der Maas, H.L.J., Computer adaptive practice of maths ability using a new item response model for on the fly ability and difficulty estimation. Computers and Education 57 (2011), 1813–1824.
    • (2011) Computers and Education , vol.57 , pp. 1813-1824
    • Klinkenberg, S.1    Straatemeier, M.2    van der Maas, H.L.J.3
  • 42
    • 0031484863 scopus 로고    scopus 로고
    • Thinking about choking? Attentional processes and paradoxical performance
    • Lewis, B.P., Linder, D.E., Thinking about choking? Attentional processes and paradoxical performance. Personality and Social Psychology Bulletin 23 (1997), 937–944.
    • (1997) Personality and Social Psychology Bulletin , vol.23 , pp. 937-944
    • Lewis, B.P.1    Linder, D.E.2
  • 43
    • 84867887867 scopus 로고    scopus 로고
    • Speed–accuracy response models: Scoring rules based on response time and accuracy
    • Maris, G., van der Maas, H.L.J., Speed–accuracy response models: Scoring rules based on response time and accuracy. Psychometrika 77 (2012), 615–633.
    • (2012) Psychometrika , vol.77 , pp. 615-633
    • Maris, G.1    van der Maas, H.L.J.2
  • 44
    • 84958561093 scopus 로고    scopus 로고
    • Temporal cognition: Connecting subjective time to perception, attention, and memory
    • Matthews, W.J., Meck, W.H., Temporal cognition: Connecting subjective time to perception, attention, and memory. Psychological Bulletin 142 (2016), 865–907.
    • (2016) Psychological Bulletin , vol.142 , pp. 865-907
    • Matthews, W.J.1    Meck, W.H.2
  • 45
  • 46
    • 0033391982 scopus 로고    scopus 로고
    • Performing under pressure: Stress and cognitive function
    • Mendl, M., Performing under pressure: Stress and cognitive function. Applied Animal Behaviour Science 65 (1999), 221–244.
    • (1999) Applied Animal Behaviour Science , vol.65 , pp. 221-244
    • Mendl, M.1
  • 47
    • 0034242442 scopus 로고    scopus 로고
    • The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis
    • Miyake, A., Friedman, N.P., Emerson, M.J., Witzki, A.H., Howerter, A., Wager, T.D., The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology 41 (2000), 49–100.
    • (2000) Cognitive Psychology , vol.41 , pp. 49-100
    • Miyake, A.1    Friedman, N.P.2    Emerson, M.J.3    Witzki, A.H.4    Howerter, A.5    Wager, T.D.6
  • 48
    • 0037412644 scopus 로고    scopus 로고
    • Nine ways to reduce cognitive load in multimedia learning
    • Moreno, R., Mayer, R.E., Nine ways to reduce cognitive load in multimedia learning. Educational Psychologist 38 (2003), 43–52.
    • (2003) Educational Psychologist , vol.38 , pp. 43-52
    • Moreno, R.1    Mayer, R.E.2
  • 49
    • 84880357525 scopus 로고    scopus 로고
    • Attention and choice: A review on eye movements in decision making
    • Orquin, J.L., Mueller Loose, S., Attention and choice: A review on eye movements in decision making. Acta Psychologica 144 (2013), 190–206.
    • (2013) Acta Psychologica , vol.144 , pp. 190-206
    • Orquin, J.L.1    Mueller Loose, S.2
  • 50
  • 51
    • 84940933632 scopus 로고    scopus 로고
    • A meta-analysis of mathematics and working memory: Moderating effects of working memory domain, type of mathematics skill, and sample characteristics
    • Peng, P., Namkung, J., Barnes, M., A meta-analysis of mathematics and working memory: Moderating effects of working memory domain, type of mathematics skill, and sample characteristics. Journal of Educational Psychology 108 (2016), 455–473.
    • (2016) Journal of Educational Psychology , vol.108 , pp. 455-473
    • Peng, P.1    Namkung, J.2    Barnes, M.3
  • 52
    • 85075321279 scopus 로고    scopus 로고
    • R Core Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from
    • R Core Team. (2013). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from http://www.r-project.org/.
    • (2013)
  • 53
    • 75849135876 scopus 로고    scopus 로고
    • Working memory and mathematics: A review of developmental, individual difference, and cognitive approaches
    • Raghubar, K.P., Barnes, M.A., Hecht, S.A., Working memory and mathematics: A review of developmental, individual difference, and cognitive approaches. Learning and Individual Differences 20 (2010), 110–122.
    • (2010) Learning and Individual Differences , vol.20 , pp. 110-122
    • Raghubar, K.P.1    Barnes, M.A.2    Hecht, S.A.3
  • 54
    • 84945919066 scopus 로고    scopus 로고
    • The pendulum swing of user instruction and interaction: The resurrection of “how to use” technology to learn in the 21st century
    • Ramsay, J., Terras, M.M., The pendulum swing of user instruction and interaction: The resurrection of “how to use” technology to learn in the 21st century. E-Learning and Digital Media 12 (2015), 372–390.
    • (2015) E-Learning and Digital Media , vol.12 , pp. 372-390
    • Ramsay, J.1    Terras, M.M.2
  • 55
    • 0027586652 scopus 로고
    • Arithmetic disabilities, specific and otherwise: A neuropsychological perspective
    • Rourke, B.P., Arithmetic disabilities, specific and otherwise: A neuropsychological perspective. Journal of Learning Disabilities 26 (1993), 214–226.
    • (1993) Journal of Learning Disabilities , vol.26 , pp. 214-226
    • Rourke, B.P.1
  • 57
    • 0031090024 scopus 로고    scopus 로고
    • Older and younger adults’ strategy choices in multiplication: Testing predictions of ASCM using the choice/no-choice method
    • Siegler, R.S., Lemaire, P., Older and younger adults’ strategy choices in multiplication: Testing predictions of ASCM using the choice/no-choice method. Journal of Experimental Psychology: General 126 (1997), 71–92.
    • (1997) Journal of Experimental Psychology: General , vol.126 , pp. 71-92
    • Siegler, R.S.1    Lemaire, P.2
  • 58
    • 0014549113 scopus 로고
    • Reactions toward the source of stimulation
    • Simon, J.R., Reactions toward the source of stimulation. Journal of Experimental Psychology 81 (1969), 174–176.
    • (1969) Journal of Experimental Psychology , vol.81 , pp. 174-176
    • Simon, J.R.1
  • 59
    • 33645074963 scopus 로고    scopus 로고
    • Executive functions and achievements in school: Shifting, updating, inhibition, and working memory
    • St Clair-Thompson, H.L., Gathercole, S.E., Executive functions and achievements in school: Shifting, updating, inhibition, and working memory. Quarterly Journal of Experimental Psychology 59 (2006), 745–759.
    • (2006) Quarterly Journal of Experimental Psychology , vol.59 , pp. 745-759
    • St Clair-Thompson, H.L.1    Gathercole, S.E.2
  • 61
    • 85018774418 scopus 로고    scopus 로고
    • Math Garden: A new educational and scientific instrument
    • Straatemeier, M., Math Garden: A new educational and scientific instrument. Education 57 (2014), 1813–1824.
    • (2014) Education , vol.57 , pp. 1813-1824
    • Straatemeier, M.1
  • 62
    • 0000819688 scopus 로고
    • Cognitive load during problem solving: Effects on learning
    • Sweller, J., Cognitive load during problem solving: Effects on learning. Cognitive Science 12 (1988), 257–285.
    • (1988) Cognitive Science , vol.12 , pp. 257-285
    • Sweller, J.1
  • 63
    • 84865502994 scopus 로고    scopus 로고
    • The five central psychological challenges facing effective mobile learning
    • Terras, M.M., Ramsay, J., The five central psychological challenges facing effective mobile learning. British Journal of Educational Technology 43 (2012), 820–832.
    • (2012) British Journal of Educational Technology , vol.43 , pp. 820-832
    • Terras, M.M.1    Ramsay, J.2
  • 67
    • 84900417117 scopus 로고    scopus 로고
    • The effect of pressure on high- and low-working-memory students: An elaboration of the choking under pressure hypothesis
    • Wang, Z., Shah, P., The effect of pressure on high- and low-working-memory students: An elaboration of the choking under pressure hypothesis. British Journal of Educational Psychology 84 (2014), 226–238.
    • (2014) British Journal of Educational Psychology , vol.84 , pp. 226-238
    • Wang, Z.1    Shah, P.2
  • 68
    • 33847642684 scopus 로고    scopus 로고
    • Response inhibition in motor and oculomotor conflict tasks: Different mechanisms, different dynamics?
    • Wijnen, J.G., Ridderinkhof, K.R., Response inhibition in motor and oculomotor conflict tasks: Different mechanisms, different dynamics?. Brain and Cognition 63 (2007), 260–270.
    • (2007) Brain and Cognition , vol.63 , pp. 260-270
    • Wijnen, J.G.1    Ridderinkhof, K.R.2
  • 70
    • 0011515647 scopus 로고
    • The impact of time perception processes on decision making under time stress
    • O. Svenson A.J. Maule Springer Boston
    • Zakay, D., The impact of time perception processes on decision making under time stress. Svenson, O., Maule, A.J., (eds.) Time pressure and stress in human judgment and decision making, 1993, Springer, Boston, 59–72.
    • (1993) Time pressure and stress in human judgment and decision making , pp. 59-72
    • Zakay, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.