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Prediction of intrinsic and extraneous cognitive load with oculometric and biometric indicators
16 references·0 citing·46 second hop
Prediction of intrinsic and extraneous cognitive load with oculometric and biometric indicators (2025)Prediction of intrinsic and extraneous co…Cognitive Architecture and Instructional Design: 20 Years Later (2019)Cognitive Architecture and In…A Systematic Review of Physiological Measures of Mental Workload (2019)A Systematic Review of Physio…Measuring mental workload using physiological measures: A systematic review (2018)Measuring mental workload usi…Measurement error and the replication crisis (2017)Measurement error and the rep…Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task (2012)Sensitivity of Physiological …A review of research and a meta-analysis of the seductive detail effect (2012)A review of research and a me…Psycho-physiological measures for assessing cognitive load (2010)Psycho-physiological measures…Improving digit span assessment of short-term verbal memory (2010)Improving digit span assessme…Cognitive load theory, educational research, and instructional design: some food for thought (2009)Cognitive load theory, educat…A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane load. (2008)A comparison of three measure…Galvanic skin response (GSR) as an index of cognitive load (2007)Galvanic skin response (GSR) …Cognitive Load Theory and Instructional Design: Recent Developments (2003)Cognitive Load Theory and Ins…Effects of verbal and spatial-imagery tasks on eye fixations while driving. (2000)Effects of verbal and spatial…Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Development of NASA-TLX (Task…Cognitive Load During Problem Solving: Effects on Learning (1988)Cognitive Load During Problem…Pupil Size in Relation to Mental Activity during Simple Problem-Solving (1964)Pupil Size in Relation to Men…How We Think (1910)Perception in chess (1973)Toward a Theory of Situation Awareness in Dynamic Systems (1995)Cognitive Architecture and Instructional Design (1998)THE ACT OF DISCOVERY (2006)Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching (2006)Multimedia Learning (2002)Nine Ways to Reduce Cognitive Load in Multimedia Learning (2003)Explaining the split-attention effect: Is the reduction of extraneous cognitive load accompanied by an increase in germane cognitive load? (2009)Effects of pairs of problems and examples on task performance and different types of cognitive load (2013)Emotional design in multimedia learning: Effects of shape and color on affect and learning (2013)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)Effective Educational Videos: Principles and Guidelines for Maximizing Student Learning from Video Content (2016)Development and Validation of Two Instruments Measuring Intrinsic, Extraneous, and Germane Cognitive Load (2017)Understanding Cognitive Load in Digital and Online Learning: a New Perspective on Extraneous Cognitive Load (2021)On the economy of the human-processing system. (1979)Eye movements in reading and information processing: 20 years of research. (1998)Sensitivity of eye-movement measures to in-vehicle task difficulty (2005)Modeling drivers' visual attention allocation while interacting with in-vehicle technologies. (2006)Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines (2007)Engineering Psychology and Human Performance (2015)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)Telling more than we can know: Verbal reports on mental processes. (1977)The Out-of-the-Loop Performance Problem and Level of Control in Automation (1995)Nasa-Task Load Index (NASA-TLX); 20 Years Later (2006)Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)The Proof and Measurement of Association between Two Things (1904)False-Positive Psychology (2011)Beyond Power Calculations (2014)The reliability paradox: Why robust cognitive tasks do not produce reliable individual differences (2017)Why Hypothesis Testers Should Spend Less Time Testing Hypotheses (2020)Your Coefficient Alpha Is Probably Wrong, but Which Coefficient Omega Is Right? A Tutorial on Using R to Obtain Better Reliability Estimates (2020)Multiple Resources and Mental Workload (2008)State of science: mental workload in ergonomics (2014)Physiological Measurements of Situation Awareness: A Systematic Review (2020)EEG power spectral measures of cognitive workload: A meta‐analysis (2022)Pupillary Responses During Information Processing Vary with Scholastic Aptitude Test Scores (1979)Verbal and Nonverbal Communication of Deception (1981)Cues to deception. (2003)Cognitive Load Theory and Complex Learning: Recent Developments and Future Directions (2005)Interactive Multimodal Learning Environments (2007)Focus on Formative Feedback (2008)Cognitive load theory and educational technology (2019)Cognitive-Load Theory: Methods to Manage Working Memory Load in the Learning of Complex Tasks (2020)
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References

  • 1988Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research15,045 cited
  • 1988Cognitive Load During Problem Solving: Effects on Learning10,975 cited
  • 2003Cognitive Load Theory and Instructional Design: Recent Developments3,025 cited
  • 2019Cognitive Architecture and Instructional Design: 20 Years Later2,323 cited
  • 2009Cognitive load theory, educational research, and instructional design: some food for thought1,178 cited
  • 1964Pupil Size in Relation to Mental Activity during Simple Problem-Solving1,167 cited
  • 2018Measuring mental workload using physiological measures: A systematic review713 cited
  • 2017Measurement error and the replication crisis628 cited
  • 2008A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane load.558 cited
  • 2000Effects of verbal and spatial-imagery tasks on eye fixations while driving.492 cited
  • 2007Galvanic skin response (GSR) as an index of cognitive load442 cited
  • 2010Psycho-physiological measures for assessing cognitive load382 cited
  • 2010Improving digit span assessment of short-term verbal memory379 cited
  • 2012A review of research and a meta-analysis of the seductive detail effect317 cited

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2019
A Systematic Review of Physiological Measures of Mental Workload
309 cited
  • 2012Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task298 cited
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