Knowledge

Cognitive load

Source 📝

211:
presented information but from the learner's characteristics. It does not represent an independent source of working memory load; rather, it is influenced by the relationship between intrinsic and extraneous load. If the intrinsic load is high and the extraneous load is low, the germane load will be high, as the learner can devote more resources to processing the essential material. However, if the extraneous load increases, the germane load decreases, and learning is affected because the learner must use working memory resources to deal with external elements instead of the essential content. This assumes a constant level of motivation, where all available working memory resources are focused on managing both intrinsic and extraneous cognitive load.
191:, by allowing instructional designers to control the conditions of learning within an environment or, more generally, within most instructional materials. Specifically, it provides empirically-based guidelines that help instructional designers decrease extraneous cognitive load during learning and thus refocus the learner's attention toward germane materials, thereby increasing germane (schema related) cognitive load. This theory differentiates between three types of cognitive load: intrinsic cognitive load, and extraneous cognitive load. 82:. Information may only be stored in long term memory after first being attended to, and processed by, working memory. Working memory, however, is extremely limited in both capacity and duration. These limitations will, under some conditions, impede learning. Heavy cognitive load can have negative effects on task completion, and it is important to note that the experience of cognitive load is not the same in everyone. The elderly, students, and children experience different, and more often higher, amounts of cognitive load. 5989: 5002: 160:. He suggests problem solving by means-ends analysis requires a relatively large amount of cognitive processing capacity, which may not be devoted to schema construction. Sweller suggested that instructional designers should prevent this unnecessary cognitive load by designing instructional materials which do not involve problem solving. Examples of alternative instructional materials include what are known as worked-examples and goal-free problems. 5012: 4224: 5999: 5977: 474:
explored various physiological parameters like heart rate, facial expression, ocular parameters and so on. In aviation there are numerous simulation studies on analysing pilots' distraction and attention using various physiological parameters. For military fast jet pilots, researchers explored air to ground dive attacks and recorded cardiac, EEG and ocular parameters.
417:
families often experience even higher cognitive load in learning environments than those in middle-class families. These children do not hear, talk, or learn about schooling concepts because their parents often do not have formal education. When it comes to learning, their lack of experience with numbers, words, and concepts increases their cognitive load.
231:
see what the instructor is talking about when a learner is shown a square, rather than having one described verbally. In this instance, the efficiency of the visual medium is preferred. This is because it does not unduly load the learner with unnecessary information. This unnecessary cognitive load is described as extraneous.
239:. They found that the format of instructional materials either promoted or limited learning. They proposed that differences in performance were due to higher levels of the cognitive load imposed by the format of instruction. "Extraneous cognitive load" is a term for this unnecessary (artificially induced) cognitive load. 378:
are heavily correlated in the elderly population. As cognitive load increases, the sway in center of mass in elderly individuals increases. A 2007 study examined the relationship between body sway and cognitive function and their relationship during multitasking and found disturbances in balance led
270:
There is active research interest in using physiological responses to indirectly estimate cognitive load, particularly by monitoring pupil diameter, eye gaze, respiratory rate, heart rate, or other factors. While some studies have found correlations between physiological factors and cognitive load,
250:
As of 1993 Paas and Van Merriënboer had developed a construct known as relative condition efficiency, which helps researchers measure perceived mental effort, an index of cognitive load. This construct provides a relatively simple means of comparing instructional conditions, taking into account both
226:
is generated by the manner in which information is presented to learners and is under the control of instructional designers. This load can be attributed to the design of the instructional materials. Because there is a single limited cognitive resource using resources to process the extraneous load,
464:
research. As a result, Embodied Cognitive Load Theory has been suggested as a means to predict the usefulness of interactive features in learning environments. In this framework, the benefits of an interactive feature (such as easier cognitive processing) need to exceed its cognitive costs (such as
446:
As of 2013 it has been theorized that an impoverished environment can contribute to cognitive load. Regardless of the task at hand, or the processes used in solving the task, people who experience poverty also experience higher cognitive load. A number of factors contribute to the cognitive load in
230:
An example of extraneous cognitive load occurs when there are two possible ways to describe a square to a student. A square is a figure and should be described using a figural medium. Certainly an instructor can describe a square in a verbal medium, but it takes just a second and far less effort to
254:
Paas and Van Merriënboer used relative condition efficiency to compare three instructional conditions (worked examples, completion problems, and discovery practice). They found learners who studied worked examples were the most efficient, followed by those who used the problem completion strategy.
416:
are in place at 6 years of age. They found a clear difference between adult and child knowledge. These differences were due to developmental increases in processing efficiency. Children lack general knowledge, and this is what creates increased cognitive load in children. Children in impoverished
391:
and other social forms of communication, adding multiple tasks jeopardizes students performance in the classroom. When many cognitive resources are available, the probability of switching from one task to another is high and does not lead to optimal switching behavior. In a study from 2013, both
282:
Some researchers have compared different measures of cognitive load. For example, Deleeuw and Mayer (2008) compared three commonly used measures of cognitive load and found that they responded in different ways to extraneous, intrinsic, and germane load. A 2020 study showed that there may be
210:
Germane load refers to the working memory resources that the learner dedicates to managing the intrinsic cognitive load associated with the essential information for learning. Unlike intrinsic load, which is directly related to the complexity of the material, germane load does not stem from the
1811:
Faulkner, Kimberly A.; Redfern, Mark S.; Cauley, Jane A.; Landsittel, Douglas P.; Studenski, Stephanie A.; Rosano, Caterina; Simonsick, Eleanor M.; Harris, Tamara B.; Shorr, Ronald I.; Ayonayon, Hilsa N.; Newman, Anne B.; Health, Aging, and Body Composition, Study. (April 2007). "Multitasking:
85:
The fundamental tenet of cognitive load theory is that the quality of instructional design will be raised if greater consideration is given to the role and limitations of working memory. With increased distractions, particularly from cell phone use, students are more prone to experiencing high
473:
With increase in secondary tasks inside cockpit, cognitive load estimation became an important problem for both automotive drivers and pilots. The research problem is investigated in various names like drowsiness detection, distraction detection and so on. For automotive drivers, researchers
202:
is the inherent level of difficulty associated with a specific instructional topic. The term was first used in the early 1990s by Chandler and Sweller. According to them, all instructions have an inherent difficulty associated with them (e.g., the calculation of 2 + 2, versus solving a
227:
the number of resources available to process the intrinsic load and germane load (i.e., learning) is reduced. Thus, especially when intrinsic and/or germane load is high (i.e., when a problem is difficult), materials should be designed so as to reduce the extraneous load.
234:
Chandler and Sweller introduced the concept of extraneous cognitive load. This article was written to report the results of six experiments that they conducted to investigate this working memory load. Many of these experiments involved materials demonstrating the
317:, the patterns of thought and behavior that help us to organize information into categories and identify the relationships between them. Stereotypical associations may be automatically activated by the use of pattern recognition and schemas, producing an 2351:
Skulmowski, Alexander; Pradel, Simon; Kühnert, Tom; Brunnett, Guido; Rey, Günter Daniel (January 2016). "Embodied learning using a tangible user interface: The effects of haptic perception and selective pointing on a spatial learning task".
5950: 207:). This inherent difficulty may not be altered by an instructor. However, many schemas may be broken into individual "subschemas" and taught in isolation, to be later brought back together and described as a combined whole. 358:. Experts have more knowledge or experience with regard to a specific task which reduces the cognitive load associated with the task. Novices do not have this experience or knowledge and thus have heavier cognitive load. 4557: 459:
Bodily activity can both be advantageous and detrimental to learning depending on how this activity is implemented. Cognitive load theorists have asked for updates that makes CLT more compatible with insights from
4967: 102:, in order "to provide guidelines intended to assist in the presentation of information in a manner that encourages learner activities that optimize intellectual performance". Sweller's theory employs aspects of 5610: 424:, which helps them to understand their own cognitive activities. Lastly, they gain greater content knowledge through their experiences. These elements help reduce cognitive load in children as they develop. 266:
product (RPP) as a measure of both cognitive and physical occupational workload. They believe that it may be possible to use RPP measures to set limits on workloads and for establishing work allowance.
251:
mental effort ratings and performance scores. Relative condition efficiency is calculated by subtracting standardized mental effort from standardized performance and dividing by the square root of two.
1474:
Fredericks, Tycho K.; Choi, Sang D.; Hart, Jason; Butt, Steven E.; Mital, Anil (December 2005). "An investigation of myocardial aerobic capacity as a measure of both physical and cognitive workloads".
5783: 4977: 156:
developed cognitive load theory (CLT) while studying problem solving. Studying learners as they solved problems, he and his associates found that learners often use a problem solving strategy called
5615: 163:
In the 1990s, cognitive load theory was applied in several contexts. The empirical results from these studies led to the demonstration of several learning effects: the completion-problem effect;
2726:
Khawaja, M. Asif; Chen, Fang; Marcus, Nadine (April 2014). "Measuring Cognitive Load Using Linguistic Features: Implications for Usability Evaluation and Adaptive Interaction Design".
5605: 4583: 661:
Paas, Fred G. W. C.; Van Merriënboer, Jeroen J. G. (23 November 2016). "The Efficiency of Instructional Conditions: An Approach to Combine Mental Effort and Performance Measures".
434:
for other tasks. Pointing allows a child to use the object they are pointing at as the best representation of it, which means they do not have to hold this representation in their
5833: 5778: 4972: 4626: 59:). However, over the years, the additivity of these types of cognitive load has been investigated and questioned. Now it is believed that they circularly influence each other. 5717: 5813: 5625: 5808: 5788: 5620: 5319: 4941: 74:
can be used to reduce cognitive load in learners. Much later, other researchers developed a way to measure perceived mental effort which is indicative of cognitive load.
5630: 5324: 1293:"Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching" 2909: 2432:. Proceedings of the 2009 international conference on Multimodal interfaces (ICMI-MLMI '09). New York, NY, USA: Association for Computing Machinery. pp. 193–198. 5590: 2878:
ISO 10075-3:2004 Ergonomic Principles Related To Mental Workload – Part 3: Principles And Requirements Concerning Methods For Measuring And Assessing Mental Workload
2616:
Barrett, H. Clark; Frederick, David A.; Haselton, Martie G.; Kurzban, Robert (2006). "Can manipulations of cognitive load be used to test evolutionary hypotheses?".
5575: 4613: 1869:
Calderwood, Charles; Ackerman, Phillip L.; Conklin, Erin Marie (June 2014). "What else do college students 'do' while studying? An investigation of multitasking".
258:
The ergonomic approach seeks a quantitative neurophysiological expression of cognitive load which can be measured using common instruments, for example using the
5372: 5304: 4926: 1429:
Paas, Fred; Tuovinen, Juhani E.; Tabbers, Huib; Van Gerven, Pascal W. M. (March 2003). "Cognitive Load Measurement as a Means to Advance Cognitive Load Theory".
5560: 4609: 4600: 4591: 2535:
Wilson, GF; Fullenkamp, P; Davis, I (February 1994). "Evoked potential, cardiac, blink, and respiration measures of pilot workload in air-to-ground missions".
438:, thereby reducing their cognitive load. Additionally, gesturing about an object that is absent reduces the difficulty of having to picture it in their mind. 2918: 1896:
Frein, Scott T.; Jones, Samantha L.; Gerow, Jennifer E. (November 2013). "When it comes to Facebook there may be more to bad memory than just multitasking".
847:
Frein, Scott T.; Jones, Samantha L.; Gerow, Jennifer E. (November 2013). "When it comes to Facebook there may be more to bad memory than just multitasking".
4587: 1535: 1733:
Wingfield, Arthur; Stine, Elizabeth A.L.; Lahar, Cindy J.; Aberdeen, John S. (27 September 2007). "Does the capacity of working memory change with age?".
1768:
Andersson, Gerhard; Hagman, Jenni; Talianzadeh, Roya; Svedberg, Alf; Larsen, Hans Christian (May 2002). "Effect of cognitive load on postural control".
337:: in the presence of an audience, subjects tend to perform worse in subjectively complex tasks (whereas they tend to excel in subjectively easy tasks). 255:
Since this early study many other researchers have used this and other constructs to measure cognitive load as it relates to learning and instruction.
4327: 2310:"An Evolutionary Upgrade of Cognitive Load Theory: Using the Human Motor System and Collaboration to Support the Learning of Complex Cognitive Tasks" 1959:
Gathercole, Susan E.; Pickering, Susan J.; Ambridge, Benjamin; Wearing, Hannah (2004). "The Structure of Working Memory From 4 to 15 Years of Age".
1855: 1706:
Murphy, Gregory L.; Wright, Jack C. (1984). "Changes in conceptual structure with expertise: Differences between real-world experts and novices".
1292: 5672: 3177: 3122: 753:
Granholm, Eric; Asarnow, Robert F.; Sarkin, Andrew J.; Dykes, Karen L. (July 1996). "Pupillary responses index cognitive resource limitations".
2902: 392:
students who were heavy Facebook users and students who sat nearby those who were heavy Facebook users performed poorly and resulted in lower
5640: 5515: 2683: 2562:
Babu, Mohan Dilli; JeevithaShree, D. V.; Prabhakar, Gowdham; Saluja, Kamal Preet Singh; Pashilkar, Abhay; Biswas, Pradipta (30 July 2019).
1180:
Sweller, John; Cooper, Graham A. (14 December 2009). "The Use of Worked Examples as a Substitute for Problem Solving in Learning Algebra".
2808:
For those wishing to learn more about cognitive load theory, please consider reading these journals and special issues of those journals:
283:
various demand components that together form extraneous cognitive load, but that may need to be measured using different questionnaires.
135: 4472: 1072:
Mousavi, Seyed Yaghoub; Low, Renae; Sweller, John (1995). "Reducing cognitive load by mixing auditory and visual presentation modes".
1002:
Paas, Fred G. (1992). "Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach".
242:
Extraneous cognitive load may have different components, such as the clarity of texts or interactive demands of educational software.
5818: 5635: 4312: 2895: 2714: 1150:
Cooper, Graham; Sweller, John (1987). "Effects of schema acquisition and rule automation on mathematical problem-solving transfer".
3008: 1341:
Ginns, Paul (December 2006). "Integrating information: A meta-analysis of the spatial contiguity and temporal contiguity effects".
5565: 4916: 919:
Miller, George A. (1956). "The magical number seven, plus or minus two: some limits on our capacity for processing information".
2461:
Prabhakar, Gowdham; Mukhopadhyay, Abhishek; Murthy, Lrd; Modiksha, Madan; Sachin, Deshmukh; Biswas, Pradipta (1 December 2020).
4332: 3182: 379:
to a decrease in performance on the cognitive task. Conversely, an increasing demand for balance can increase cognitive load.
1536:"A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane load" 1503:"A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane load" 1032:
Moreno, Roxana; Mayer, Richard E. (1999). "Cognitive principles of multimedia learning: The role of modality and contiguity".
4891: 2793: 2704: 2511: 2020: 1377: 562: 5149: 3107: 3064: 3013: 5455: 5079: 4936: 3290: 103: 2383:
Healey, J.A.; Picard, R.W. (June 2005). "Detecting stress during real-world driving tasks using physiological sensors".
6053: 5505: 3159: 2494:
Kramer, Arthur F. (2020). "Physiological metrics of mental workload: A review of recent progress". In Damos, D. (ed.).
126:
The history of cognitive load theory can be traced to the beginning of cognitive science in the 1950s and the work of
5940: 5823: 5687: 543:"The Evolution of Cognitive Load Theory and the Measurement of Its Intrinsic, Extraneous and Germane Loads: A Review" 542: 387:
As of 2014, an increasing cognitive load for students using a laptop in school has become a concern. With the use of
366:
The danger of heavy cognitive load is seen in the elderly population. Aging can cause declines in the efficiency of
141:
In 1973 Simon and Chase were the first to use the term "chunk" to describe how people might organize information in
5520: 5415: 350:
As of 1984 it was established for example, that there were individual differences in processing capacities between
35:
or Mental Workload (MWL), which is studied widely in many disciplines. According to work conducted in the field of
1112:
Chandler, Paul; Sweller, John (June 1992). "The split-attention effect as a factor in the design of instruction".
6038: 6033: 6002: 5570: 5388: 5286: 5099: 3586: 3352: 506: 272: 75: 1566: 5525: 5347: 5124: 4726: 4347: 3112: 3092: 1253: 1211: 6028: 5793: 5750: 5707: 4630: 326: 1689: 5362: 5314: 5211: 5206: 4931: 4836: 3493: 494: 5773: 3777: 3331: 3326: 2147:
Mani, A.; Mullainathan, S.; Shafir, E.; Zhao, J. (29 August 2013). "Poverty Impedes Cognitive Function".
2872:
ISO 10075-1:1991 Ergonomic Principles Related to Mental Workload – Part 1: General Terms and Definitions
2094:; Pook, Polly K.; Rao, Rajesh P. N. (1 December 1997). "Deictic codes for the embodiment of cognition". 5945: 5171: 4387: 3910: 3526: 3394: 3384: 3133: 2755:
Sweller, John (January 1994). "Cognitive load theory, learning difficulty, and instructional design".
4886: 4851: 4806: 4622: 4497: 4487: 4292: 3962: 3872: 3857: 3606: 3149: 878: 176: 134:
has inherent limits. His experimental results suggested that humans are generally able to hold only
2630: 2438: 2169: 1973: 1642:"Implicit stereotypes and the predictive brain: cognition and culture in "biased" person perception" 1443: 1086: 1046: 933: 625: 592: 514: – Relationship between operator capacity and the accumulated activities that must be done (in 430:
is a technique children use to reduce cognitive load while speaking. By gesturing, they can free up
5854: 5697: 5600: 5510: 5460: 5420: 5271: 4776: 4771: 4666: 4658: 4502: 4392: 4322: 3822: 3411: 3357: 3117: 3087: 2564:"Estimating pilots' cognitive load from ocular parameters through simulation and in-flight studies" 2397: 2108: 5595: 5585: 5440: 5241: 5201: 5181: 5161: 5064: 4896: 4871: 4786: 4766: 4716: 4686: 4676: 4562: 4482: 4447: 4432: 4417: 4372: 4307: 4177: 3817: 3551: 3436: 3283: 3252: 3038: 2687: 329:
which also increases in frequency with heavier cognitive load. The notions of cognitive load and
115: 2820: 465:
motor coordination) in order for an embodied mode of interaction to increase learning outcomes.
5917: 5862: 5667: 5580: 5495: 5470: 5352: 5176: 4982: 4861: 4856: 4736: 4437: 4184: 3867: 3862: 3501: 3471: 3466: 3451: 3426: 3367: 3362: 3102: 3048: 3043: 3028: 2625: 2433: 2392: 2164: 2103: 1968: 1438: 1081: 1041: 928: 790:"Remembering Sets: Capacity Limit and Time Limit of Ensemble Representations in Working Memory" 620: 489: 483: 420:
As children grow older they develop superior basic processes and capacities. They also develop
236: 168: 127: 5907: 5897: 5882: 5682: 5545: 5480: 5450: 5425: 5357: 5256: 5251: 5226: 5084: 4876: 4831: 4811: 4801: 4701: 4537: 4512: 4362: 4357: 4337: 4302: 4287: 3852: 3832: 3671: 3576: 3546: 3446: 3421: 3247: 3023: 2875:
ISO 10075-2:1996 Ergonomic Principles Related To Mental Workload – Part 2: Design Principles
1849: 204: 172: 5342: 1398:"Subjective cognitive load surveys lead to divergent results for interactive learning media" 5912: 5887: 5867: 5828: 5732: 5555: 5485: 5465: 5281: 5231: 5191: 5144: 5139: 5129: 5114: 5109: 5104: 5089: 5074: 5069: 5059: 5054: 5049: 5044: 4901: 4816: 4796: 4681: 4671: 4522: 4492: 4477: 4462: 4452: 4442: 4407: 4402: 4352: 4297: 4272: 4160: 4150: 3877: 3689: 3661: 3651: 3611: 3481: 3476: 3456: 3416: 3336: 3242: 3212: 3154: 3144: 2259:"Embodied learning: introducing a taxonomy based on bodily engagement and task integration" 2156: 521: 448: 305:
or some kind of interference in the task at hand. A heavy cognitive load can also increase
188: 71: 36: 20: 3900: 2718: 611:
Sweller, John (April 1988). "Cognitive Load During Problem Solving: Effects on Learning".
8: 5928: 5892: 5872: 5803: 5727: 5500: 5490: 5435: 5430: 5367: 5309: 5276: 5266: 5246: 5236: 5221: 5216: 5196: 5166: 5134: 5119: 5094: 5030: 4956: 4946: 4881: 4846: 4781: 4761: 4751: 4711: 4696: 4691: 4532: 4527: 4467: 4422: 4382: 4277: 4258: 3972: 3884: 3837: 3787: 3735: 3730: 3709: 3631: 3541: 3521: 3511: 3401: 3237: 1616: 500: 334: 318: 314: 157: 146: 111: 56: 2160: 824: 789: 131: 31:
resources used. However, it is essential to distinguish it from the actual construct of
6023: 5992: 5877: 5722: 5712: 5702: 5692: 5550: 5475: 5261: 5186: 5156: 4987: 4906: 4866: 4841: 4821: 4756: 4731: 4721: 4706: 4507: 4457: 4412: 4397: 4377: 4367: 4342: 4282: 3977: 3920: 3765: 3616: 3566: 3516: 3461: 3406: 3318: 3276: 3207: 3079: 3069: 3018: 2772: 2743: 2590: 2563: 2517: 2410: 2365: 2285: 2258: 2234: 2209: 2190: 2129: 2067: 2042: 1837: 1793: 1671: 1601: 1584: 1558: 1456: 1354: 1323: 1273: 1231: 1129: 1125: 954: 901: 766: 727: 700: 678: 638: 580: 568: 461: 1781: 549:. Communications in Computer and Information Science. Vol. 1012. pp. 23–48. 78:
is a reliable and sensitive measurement of cognitive load that is directly related to
55:
cognitive load refers to the work put into creating a permanent store of knowledge (a
51:
cognitive load refers to the way information or tasks are presented to a learner; and
6048: 6043: 5902: 5798: 5755: 5677: 5445: 5011: 4826: 4791: 4746: 4741: 4650: 4517: 4427: 4317: 4223: 4155: 3967: 3949: 3827: 3797: 3770: 3760: 3750: 3745: 3714: 3646: 3636: 3621: 3581: 3389: 3372: 3169: 3033: 2816: 2789: 2776: 2768: 2700: 2643: 2595: 2544: 2521: 2507: 2290: 2239: 2182: 2121: 2072: 2058: 2016: 1986: 1829: 1825: 1785: 1750: 1663: 1373: 985: 946: 829: 811: 770: 732: 558: 371: 142: 2369: 1841: 1797: 1675: 1460: 1327: 1277: 1235: 1133: 958: 682: 572: 4227: 4143: 4084: 3847: 3842: 3812: 3699: 3694: 3656: 3561: 3536: 3441: 2998: 2957: 2887: 2764: 2747: 2735: 2668: 2635: 2585: 2575: 2499: 2474: 2443: 2414: 2402: 2357: 2331: 2321: 2280: 2270: 2229: 2221: 2194: 2174: 2133: 2113: 2062: 2054: 1978: 1936: 1905: 1878: 1821: 1777: 1742: 1715: 1690:
Thinking lightly about others: Automatic components of the social inference process
1653: 1596: 1562: 1550: 1514: 1483: 1448: 1409: 1350: 1315: 1307: 1265: 1223: 1189: 1159: 1121: 1091: 1051: 1011: 981: 938: 893: 856: 819: 801: 762: 722: 712: 670: 642: 630: 550: 2361: 1941: 1924: 1882: 905: 486: – Branch of psychology concerned with the scientific study of human learning 187:
Cognitive load theory provides a general framework and has broad implications for
3807: 3802: 3684: 3679: 3601: 3596: 3591: 3571: 3531: 2993: 2952: 2739: 292: 164: 99: 63: 2479: 2462: 1925:"Laptop multitasking hinders classroom learning for both users and nearby peers" 1585:"Stereotypes and Shifting Standards: Some Paradoxical Effects of Cognitive Load" 1554: 1487: 554: 374:
in elderly people. The relationship between heavy cognitive load and control of
370:
which can contribute to higher cognitive load. Heavy cognitive load can disturb
5981: 4027: 3257: 3217: 3202: 2947: 2932: 2639: 2225: 1982: 1719: 1163: 1095: 1055: 1015: 788:
Xu, Chaoer; Qian, Yingzhu; Chen, Hui; Shen, Mowei; Zhou, Jifan (October 2023).
674: 634: 435: 431: 413: 375: 367: 276: 263: 107: 79: 28: 3905: 2326: 2309: 2275: 2117: 1909: 1746: 1519: 1502: 1452: 1311: 1269: 1227: 1205: 1203: 1193: 897: 860: 6017: 5005: 4102: 3704: 3641: 3506: 3379: 3232: 2967: 2942: 2937: 2503: 2406: 1667: 1658: 1641: 815: 717: 421: 405: 3915: 2447: 2178: 972:
Chase, William G.; Simon, Herbert A. (January 1973). "Perception in chess".
279:, with studies finding that pupil dilation occurs with high cognitive load. 212: 4000: 3930: 3792: 2977: 2647: 2599: 2294: 2243: 2186: 2125: 2076: 2043:"Gesturing Saves Cognitive Resources When Talking About Nonpresent Objects" 1990: 1833: 1789: 1200: 950: 833: 736: 515: 511: 409: 310: 296: 213:
Element interactivity and intrinsic, extraneous, and germane cognitive load
153: 95: 67: 3925: 2715:"UNSW Cognitive Load Theory Conference- Sydney Australia 24-26 March 2007" 2548: 1812:
Association Between Poorer Performance and a History of Recurrent Falls".
1754: 1370:
Efficiency in Learning: Evidence-Based Guidelines to Manage Cognitive Load
877:
Sweller, John; van Merrienboer, Jeroen J. G.; Paas, Fred G. W. C. (1998).
774: 5015: 3782: 2972: 2962: 2580: 2091: 1210:
Kalyuga, Slava; Ayres, Paul; Chandler, Paul; Sweller, John (March 2003).
62:
Cognitive load theory was developed in the late 1980s out of a study of
309:. This is because a heavy cognitive load pushes excess information into 3755: 3097: 2673: 2656: 806: 322: 306: 271:
the findings have not held outside controlled laboratory environments.
259: 2788:. Camberwell, Australia: Australian Council for Educational Research. 2684:"Research into Cognitive Load Theory and Instructional Design at UNSW" 2336: 1319: 663:
Human Factors: The Journal of the Human Factors and Ergonomics Society
3993: 3556: 3299: 1414: 1397: 942: 1583:
Biernat, Monica; Kobrynowicz, Diane; Weber, Dara L. (October 2003).
1067: 1065: 130:. In his classic paper, Miller was perhaps the first to suggest our 3431: 2881: 2460: 1708:
Journal of Experimental Psychology: Learning, Memory, and Cognition
388: 40: 32: 1958: 1767: 1291:
Kirschner, Paul A.; Sweller, John; Clark, Richard E. (June 2006).
3626: 3227: 3222: 2463:"Cognitive load estimation using ocular parameters in automotive" 1062: 427: 330: 2694: 2561: 1494: 145:. This chunking of memory components has also been described as 2615: 2350: 1810: 1247: 1245: 355: 351: 47:
cognitive load is the effort associated with a specific topic;
1501:
Heard, Jamison; Harriet, Caroline E.; Adams, Julie A. (2018).
1923:
Sana, Faria; Weston, Tina; Cepeda, Nicholas J. (March 2013).
1428: 1391: 1389: 1175: 1173: 1145: 1143: 1107: 1105: 302: 3268: 1242: 2428:
Sezgin, Tevfik Metin; Davies, Ian; Robinson, Peter (2009).
1732: 1209: 1027: 1025: 699:
Skulmowski, Alexander; Rey, Günter Daniel (2 August 2017).
694: 692: 106:
theory to emphasize the inherent limitations of concurrent
2657:"Cognitive load theory as an aid for instructional design" 2257:
Skulmowski, Alexander; Rey, Günter Daniel (7 March 2018).
2146: 1386: 1170: 1140: 1102: 876: 752: 1868: 393: 110:
load on learning during instruction. It makes use of the
1527: 1022: 701:"Measuring Cognitive Load in Embodied Learning Settings" 689: 275:
is one such physiological response of cognitive load on
2385:
IEEE Transactions on Intelligent Transportation Systems
2344: 1582: 1467: 451:
that are not present in middle and upper-class people.
333:
contribute to the "Overload Hypothesis" explanation of
2208:
Hackman, Daniel A.; Farah, Martha J. (February 2009).
2006: 2004: 2002: 2000: 1699: 1473: 872: 870: 748: 746: 468: 2534: 1726: 1368:
Clark, Ruth C.; Nguyen, Frank; Sweller, John (2005).
1290: 1254:"Cognitive Load Theory and the Format of Instruction" 965: 2917: 2427: 2250: 2089: 43:, broadly, there are three types of cognitive load: 2728:
International Journal of Human-Computer Interaction
2695:Plass, J.L.; Moreno, R.; Brünken, R., eds. (2010). 2430:
Multimodal inference for driver-vehicle interaction
2011:Siegler, Robert S.; Alibali, Martha Wagner (2005). 1997: 1576: 867: 743: 660: 1422: 1396:Skulmowski, Alexander; Rey, Günter Daniel (2020). 1367: 286: 98:developed cognitive load theory out of a study of 86:cognitive load which can reduce academic success. 2725: 2201: 2040: 1500: 1071: 879:"Cognitive Architecture and Instructional Design" 540: 524: – Decision making with too much information 6015: 2140: 1922: 3178:List of standardized tests in the United States 3123:Principles and Standards for School Mathematics 2263:Cognitive Research: Principles and Implications 2210:"Socioeconomic status and the developing brain" 1895: 1252:Chandler, Paul; Sweller, John (December 1991). 1251: 1111: 846: 606: 604: 602: 454: 5847: 5402: 2661:Australasian Journal of Educational Technology 2308:Paas, Fred; Sweller, John (6 September 2011). 2041:Ping, Raedy; Goldin-Meadow, Susan (May 2010). 2010: 1534:DeLeeuw, Krista E.; Mayer, Richard E. (2008). 1476:International Journal of Industrial Ergonomics 787: 547:Human Mental Workload: Models and Applications 114:as primary unit of analysis for the design of 3284: 2903: 2256: 2036: 2034: 2032: 1395: 1179: 1149: 997: 995: 698: 497: – Designing systems to suit their users 5952:South Georgia and the South Sandwich Islands 2618:Journal of Personality and Social Psychology 2382: 2207: 1854:: CS1 maint: multiple names: authors list ( 1705: 1692:. In J. S. Uleman & J. A. Bargh (Eds.), 1533: 599: 2537:Aviation, Space, and Environmental Medicine 2307: 1954: 1952: 1682: 1334: 1031: 912: 3291: 3277: 2910: 2896: 2029: 1814:Journal of the American Geriatrics Society 1507:IEEE Transactions on Human-Machine Systems 992: 971: 656: 654: 652: 2803: 2672: 2629: 2589: 2579: 2478: 2437: 2396: 2335: 2325: 2284: 2274: 2233: 2168: 2107: 2066: 1972: 1940: 1657: 1600: 1518: 1442: 1413: 1114:British Journal of Educational Psychology 1085: 1045: 932: 823: 805: 726: 716: 624: 534: 345: 340: 301:A heavy cognitive load typically creates 5654: 2699:. New York: Cambridge University Press. 1949: 1696:(pp. 189–211). New York, Guilford Press. 1402:Human Behavior and Emerging Technologies 5029: 4257: 4246: 2786:Instructional design in technical areas 2783: 2754: 649: 610: 16:Effort being used in the working memory 6016: 3183:Standardized testing and public policy 2884:Ergonomics of Human System Interaction 2681: 2654: 2493: 1639: 918: 313:processing, which involves the use of 5846: 5653: 5401: 5028: 4649: 4648: 4256: 4245: 3947: 3310: 3272: 2891: 1340: 138:of information in short-term memory. 3108:National Science Education Standards 3014:Developmentally appropriate practice 1589:Journal of Applied Social Psychology 1001: 5998: 2015:. Pearson Education/Prentice Hall. 469:Application in driving and piloting 382: 13: 3160:High school graduation examination 2655:Cooper, Graham (1 December 1990). 2609: 1602:10.1111/j.1559-1816.2003.tb01875.x 1355:10.1016/j.learninstruc.2006.10.001 1126:10.1111/j.2044-8279.1992.tb01017.x 767:10.1111/j.1469-8986.1996.tb01071.x 14: 6065: 1543:Journal of Educational Psychology 1152:Journal of Educational Psychology 1074:Journal of Educational Psychology 1034:Journal of Educational Psychology 1004:Journal of Educational Psychology 5997: 5988: 5987: 5975: 5516:Saint Vincent and the Grenadines 5010: 5001: 5000: 4558:Sahrawi Arab Democratic Republic 4328:Democratic Republic of the Congo 4222: 2919:Standards-based education reform 2568:Journal of Eye Movement Research 2059:10.1111/j.1551-6709.2010.01102.x 1826:10.1111/j.1532-5415.2007.01147.x 503: – Tensions related to work 412:proposed that the components of 404:In 2004, British psychologists, 2555: 2528: 2498:. CRC Press. pp. 279–328. 2487: 2454: 2421: 2376: 2301: 2083: 1916: 1889: 1862: 1804: 1761: 1633: 1609: 1361: 1284: 1212:"The Expertise Reversal Effect" 507:Task-invoked pupillary response 287:Effects of heavy cognitive load 273:Task-invoked pupillary response 76:Task-invoked pupillary response 5673:Federated States of Micronesia 4968:British Indian Ocean Territory 3113:National Skill Standards Board 3093:Certificate of Initial Mastery 2868:For ergonomics standards see: 840: 781: 245: 1: 3298: 2362:10.1016/j.compedu.2015.10.011 2314:Educational Psychology Review 2096:Behavioral and Brain Sciences 1942:10.1016/j.compedu.2012.10.003 1883:10.1016/j.compedu.2014.02.004 1782:10.1016/s0361-9230(02)00770-0 886:Educational Psychology Review 528: 327:Fundamental Attribution Error 218: 182: 136:seven plus or minus two units 5641:United States Virgin Islands 3311: 2832:Applied Cognitive Psychology 2826:Applied Cognitive Psychology 2769:10.1016/0959-4752(94)90003-5 2740:10.1080/10447318.2013.860579 2214:Trends in Cognitive Sciences 1640:Hinton, Perry (2017-09-01). 986:10.1016/0010-0285(73)90004-2 495:Human factors and ergonomics 455:Embodiment and interactivity 194: 7: 5403:Education in North America 2862:Computers in Human Behavior 2480:10.1016/j.treng.2020.100008 1898:Computers in Human Behavior 1735:Experimental Aging Research 1555:10.1037/0022-0663.100.1.223 1488:10.1016/j.ergon.2005.06.002 849:Computers in Human Behavior 555:10.1007/978-3-030-14273-5_3 477: 399: 10: 6070: 5848:Education in South America 3948: 2640:10.1037/0022-3514.91.3.513 2467:Transportation Engineering 2226:10.1016/j.tics.2008.11.003 1983:10.1037/0012-1649.40.2.177 1720:10.1037/0278-7393.10.1.144 1164:10.1037/0022-0663.79.4.347 1096:10.1037/0022-0663.87.2.319 1056:10.1037/0022-0663.91.2.358 1016:10.1037/0022-0663.84.4.429 675:10.1177/001872089303500412 635:10.1207/s15516709cog1202_4 541:Orru G., Longo L. (2019). 441: 361: 290: 121: 6054:Psychological methodology 5969: 5926: 5853: 5764: 5741: 5660: 5616:Saint Pierre and Miquelon 5534: 5408: 5381: 5333: 5295: 5037: 4996: 4955: 4915: 4657: 4571: 4546: 4265: 4252: 4241: 4217: 4171: 4137: 4096: 4078: 4039: 4021: 3987: 3963:Early childhood education 3956: 3943: 3893: 3723: 3670: 3492: 3345: 3317: 3306: 3191: 3168: 3150:Criterion-referenced test 3131: 3078: 3057: 2986: 2925: 2496:Multiple Task Performance 2354:Computers & Education 2327:10.1007/s10648-011-9179-2 2276:10.1186/s41235-018-0092-9 2118:10.1017/s0140525x97001611 1929:Computers & Education 1910:10.1016/j.chb.2013.04.031 1871:Computers & Education 1747:10.1080/03610738808259731 1520:10.1109/THMS.2017.2782483 1453:10.1207/S15326985EP3801_8 1312:10.1207/s15326985ep4102_1 1270:10.1207/s1532690xci0804_2 1258:Cognition and Instruction 1228:10.1207/S15326985EP3801_4 1194:10.1207/s1532690xci0201_3 1182:Cognition and Instruction 861:10.1016/j.chb.2013.04.031 224:Extraneous cognitive load 177:expertise reversal effect 89: 5819:Northern Mariana Islands 5636:Turks and Caicos Islands 4717:East Timor (Timor-Leste) 4313:Central African Republic 3118:No Child Left Behind Act 3088:Adequate Yearly Progress 2856:Learning and Instruction 2850:Educational Psychologist 2813:Educational Psychologist 2757:Learning and Instruction 2504:10.1201/9781003069447-14 2407:10.1109/TITS.2005.848368 1961:Developmental Psychology 1659:10.1057/palcomms.2017.86 1431:Educational Psychologist 1343:Learning and Instruction 1300:Educational Psychologist 1216:Educational Psychologist 718:10.3389/fpsyg.2017.01191 200:Intrinsic cognitive load 27:refers to the amount of 5784:Cocos (Keeling) Islands 4978:Cocos (Keeling) Islands 3253:Traditional mathematics 3039:Outcome-based education 2682:Cooper, Graham (1998). 2448:10.1145/1647314.1647348 2179:10.1126/science.1238041 1770:Brain Research Bulletin 1688:Gilbert, D. T. (1989). 1646:Palgrave Communications 1617:"Cognitive Load Theory" 898:10.1023/A:1022193728205 705:Frontiers in Psychology 325:is an extension of the 132:working memory capacity 116:instructional materials 6039:Educational technology 6034:Educational psychology 5566:British Virgin Islands 5080:Bosnia and Herzegovina 3103:National Reading Panel 3049:Small schools movement 3044:Problem-based learning 3029:Inquiry-based learning 2804:Journal special issues 490:Energy (psychological) 484:Educational psychology 346:Individual differences 341:Sub-population studies 237:split attention effect 169:split-attention effect 104:information processing 70:. Sweller argued that 5767:and other territories 5506:Saint Kitts and Nevis 4473:São Tomé and Príncipe 4333:Republic of the Congo 3248:Traditional education 2844:Instructional Science 2697:Cognitive Load Theory 205:differential equation 173:worked-example effect 6029:Cognitive psychology 5655:Education in Oceania 5031:Education in Europe 4892:United Arab Emirates 4259:Education in Africa 3482:Instructional design 3243:Tracking (education) 3155:Norm-referenced test 3145:Authentic assessment 2784:Sweller, J. (1999). 2581:10.16910/jemr.12.3.3 974:Cognitive Psychology 921:Psychological Review 522:Information overload 449:socioeconomic status 189:instructional design 72:instructional design 37:instructional design 21:cognitive psychology 5521:Trinidad and Tobago 5416:Antigua and Barbuda 5296:States with limited 4919:limited recognition 4548:States with limited 4247:Education by region 3973:Secondary education 3885:Teaching philosophy 3788:Pedagogical pattern 3731:21st century skills 3710:Religious education 3353:Aims and objectives 3238:Standard algorithms 2161:2013Sci...341..976M 2013:Children's Thinking 1621:www.cs.virginia.edu 794:Behavioral Sciences 501:Occupational stress 335:social facilitation 319:implicit stereotype 158:means-ends analysis 94:In the late 1980s, 33:Cognitive Load (CL) 5982:Schools portal 5456:Dominican Republic 4651:Education in Asia 3978:Tertiary education 3916:Learning resources 3407:Education sciences 3208:Direct instruction 3170:Standardized tests 3080:Learning standards 3070:Educational equity 3019:Discovery learning 2864:vol. 25 (2) (2009) 2690:on 30 August 2007. 2674:10.14742/ajet.2322 2090:Ballard, Dana H.; 1694:Unintended thought 807:10.3390/bs13100856 462:embodied cognition 447:people with lower 152:In the late 1980s 6011: 6010: 5965: 5964: 5961: 5960: 5933:other territories 5842: 5841: 5834:Wallis and Futuna 5742:Associated states 5649: 5648: 5538:other territories 5397: 5396: 5024: 5023: 4961:other territories 4644: 4643: 4575:other territories 4348:Equatorial Guinea 4237: 4236: 4212: 4211: 4208: 4207: 4203: 4202: 4199: 4198: 4194: 4193: 4131: 4130: 4126: 4125: 4122: 4121: 4117: 4116: 4072: 4071: 4067: 4066: 4063: 4062: 4058: 4057: 4015: 4014: 4010: 4009: 3968:Primary education 3939: 3938: 3828:Dialogic learning 3798:Teacher retention 3751:Critical thinking 3746:Class arrangement 3715:Special education 3390:Standardized test 3373:Course evaluation 3266: 3265: 3034:Open-space school 2852:vol. 38(1) (2003) 2846:vol. 32(1) (2004) 2834:vol. 21(6) (2007) 2828:vol. 20(3) (2006) 2795:978-0-86431-312-6 2706:978-0-521-67758-5 2513:978-1-003-06944-7 2155:(6149): 976–980. 2047:Cognitive Science 2022:978-0-13-111384-8 1595:(10): 2060–2079. 1482:(12): 1097–1107. 1379:978-0-7879-7728-3 613:Cognitive Science 564:978-3-030-14272-8 143:short-term memory 6061: 6001: 6000: 5991: 5990: 5980: 5979: 5978: 5953: 5941:Falkland Islands 5855:Sovereign states 5844: 5843: 5824:Pitcairn Islands 5794:French Polynesia 5779:Christmas Island 5708:Papua New Guinea 5688:Marshall Islands 5661:Sovereign states 5651: 5650: 5606:Saint Barthélemy 5536:Dependencies and 5409:Sovereign states 5399: 5398: 5334:Dependencies and 5038:Sovereign states 5026: 5025: 5014: 5004: 5003: 4973:Christmas Island 4659:Sovereign states 4646: 4645: 4636: 4635:(United Kingdom) 4631:Tristan da Cunha 4627:Ascension Island 4619: 4606: 4597: 4573:Dependencies and 4266:Sovereign states 4254: 4253: 4243: 4242: 4226: 4174: 4173: 4169: 4168: 4144:Higher education 4140: 4139: 4135: 4134: 4099: 4098: 4094: 4093: 4085:Secondary school 4081: 4080: 4076: 4075: 4042: 4041: 4037: 4036: 4024: 4023: 4019: 4018: 3990: 3989: 3985: 3984: 3959: 3958: 3945: 3944: 3873:Student-centered 3858:Phenomenon-based 3848:Peer instruction 3813:Blended learning 3736:Bloom's taxonomy 3700:Gifted education 3695:Education reform 3527:Computer science 3308: 3307: 3293: 3286: 3279: 3270: 3269: 2999:Block scheduling 2958:Maria Montessori 2912: 2905: 2898: 2889: 2888: 2799: 2780: 2751: 2722: 2721:on 9 April 2007. 2717:. Archived from 2710: 2691: 2686:. Archived from 2678: 2676: 2651: 2633: 2604: 2603: 2593: 2583: 2559: 2553: 2552: 2532: 2526: 2525: 2491: 2485: 2484: 2482: 2458: 2452: 2451: 2441: 2425: 2419: 2418: 2400: 2380: 2374: 2373: 2356:. 92–93: 64–75. 2348: 2342: 2341: 2339: 2329: 2305: 2299: 2298: 2288: 2278: 2254: 2248: 2247: 2237: 2205: 2199: 2198: 2172: 2144: 2138: 2137: 2111: 2087: 2081: 2080: 2070: 2038: 2027: 2026: 2008: 1995: 1994: 1976: 1956: 1947: 1946: 1944: 1920: 1914: 1913: 1904:(6): 2179–2182. 1893: 1887: 1886: 1866: 1860: 1859: 1853: 1845: 1808: 1802: 1801: 1765: 1759: 1758: 1730: 1724: 1723: 1703: 1697: 1686: 1680: 1679: 1661: 1637: 1631: 1630: 1628: 1627: 1613: 1607: 1606: 1604: 1580: 1574: 1573: 1571: 1565:. Archived from 1540: 1531: 1525: 1524: 1522: 1498: 1492: 1491: 1471: 1465: 1464: 1446: 1426: 1420: 1419: 1417: 1415:10.1002/hbe2.184 1393: 1384: 1383: 1365: 1359: 1358: 1338: 1332: 1331: 1297: 1288: 1282: 1281: 1249: 1240: 1239: 1207: 1198: 1197: 1177: 1168: 1167: 1147: 1138: 1137: 1109: 1100: 1099: 1089: 1069: 1060: 1059: 1049: 1029: 1020: 1019: 999: 990: 989: 969: 963: 962: 943:10.1037/h0043158 936: 916: 910: 909: 883: 874: 865: 864: 855:(6): 2179–2182. 844: 838: 837: 827: 809: 785: 779: 778: 755:Psychophysiology 750: 741: 740: 730: 720: 696: 687: 686: 658: 647: 646: 628: 608: 597: 596: 590: 586: 584: 576: 538: 383:College students 6069: 6068: 6064: 6063: 6062: 6060: 6059: 6058: 6014: 6013: 6012: 6007: 5976: 5974: 5957: 5951: 5934: 5932: 5922: 5849: 5838: 5766: 5760: 5743: 5737: 5718:Solomon Islands 5656: 5645: 5539: 5537: 5530: 5404: 5393: 5377: 5335: 5329: 5315:Northern Cyprus 5297: 5291: 5212:North Macedonia 5033: 5020: 4992: 4960: 4951: 4932:Northern Cyprus 4918: 4911: 4653: 4640: 4639: 4634: 4617: 4604: 4595: 4576: 4574: 4567: 4551: 4549: 4542: 4261: 4248: 4233: 4232: 4213: 4204: 4195: 4187: 4180: 4158: 4146: 4127: 4118: 4110: 4105: 4087: 4068: 4059: 4051: 4046: 4030: 4011: 4003: 3996: 3952: 3935: 3889: 3808:Active learning 3803:Teaching method 3778:Learning theory 3719: 3685:Autodidacticism 3680:Adult education 3666: 3607:Performing arts 3488: 3395:Teacher quality 3385:Standards-based 3341: 3313: 3302: 3297: 3267: 3262: 3196: 3194: 3187: 3164: 3138: 3135: 3134:Standards-based 3127: 3074: 3065:Achievement gap 3053: 2994:Active learning 2982: 2953:Constance Kamii 2921: 2916: 2815:, vol. 43 (4) 2806: 2796: 2713: 2707: 2631:10.1.1.583.7931 2612: 2610:Further reading 2607: 2560: 2556: 2533: 2529: 2514: 2492: 2488: 2459: 2455: 2439:10.1.1.219.4733 2426: 2422: 2381: 2377: 2349: 2345: 2306: 2302: 2255: 2251: 2206: 2202: 2170:10.1.1.398.6303 2145: 2141: 2092:Hayhoe, Mary M. 2088: 2084: 2039: 2030: 2023: 2009: 1998: 1974:10.1.1.529.2727 1957: 1950: 1921: 1917: 1894: 1890: 1867: 1863: 1847: 1846: 1809: 1805: 1766: 1762: 1731: 1727: 1704: 1700: 1687: 1683: 1638: 1634: 1625: 1623: 1615: 1614: 1610: 1581: 1577: 1569: 1538: 1532: 1528: 1499: 1495: 1472: 1468: 1444:10.1.1.670.1047 1427: 1423: 1394: 1387: 1380: 1366: 1362: 1339: 1335: 1295: 1289: 1285: 1250: 1243: 1208: 1201: 1178: 1171: 1148: 1141: 1110: 1103: 1087:10.1.1.471.2089 1070: 1063: 1047:10.1.1.458.4719 1030: 1023: 1000: 993: 970: 966: 934:10.1.1.308.8071 917: 913: 881: 875: 868: 845: 841: 786: 782: 751: 744: 697: 690: 659: 650: 626:10.1.1.459.9126 609: 600: 588: 587: 578: 577: 565: 539: 535: 531: 480: 471: 457: 444: 402: 385: 364: 348: 343: 299: 293:Audience effect 289: 248: 221: 197: 185: 165:modality effect 124: 100:problem solving 92: 64:problem solving 17: 12: 11: 5: 6067: 6057: 6056: 6051: 6046: 6041: 6036: 6031: 6026: 6009: 6008: 6006: 6005: 5995: 5985: 5970: 5967: 5966: 5963: 5962: 5959: 5958: 5956: 5955: 5948: 5943: 5937: 5935: 5927: 5924: 5923: 5921: 5920: 5915: 5910: 5905: 5900: 5895: 5890: 5885: 5880: 5875: 5870: 5865: 5859: 5857: 5851: 5850: 5840: 5839: 5837: 5836: 5831: 5826: 5821: 5816: 5814:Norfolk Island 5811: 5806: 5801: 5796: 5791: 5786: 5781: 5776: 5774:American Samoa 5770: 5768: 5762: 5761: 5759: 5758: 5753: 5747: 5745: 5744:of New Zealand 5739: 5738: 5736: 5735: 5730: 5725: 5720: 5715: 5710: 5705: 5700: 5695: 5690: 5685: 5680: 5675: 5670: 5664: 5662: 5658: 5657: 5647: 5646: 5644: 5643: 5638: 5633: 5628: 5626:Sint Eustatius 5623: 5618: 5613: 5608: 5603: 5598: 5593: 5588: 5583: 5578: 5573: 5571:Cayman Islands 5568: 5563: 5558: 5553: 5548: 5542: 5540: 5535: 5532: 5531: 5529: 5528: 5523: 5518: 5513: 5508: 5503: 5498: 5493: 5488: 5483: 5478: 5473: 5468: 5463: 5458: 5453: 5448: 5443: 5438: 5433: 5428: 5423: 5418: 5412: 5410: 5406: 5405: 5395: 5394: 5392: 5391: 5389:European Union 5385: 5383: 5382:Other entities 5379: 5378: 5376: 5375: 5370: 5365: 5360: 5355: 5350: 5345: 5339: 5337: 5336:other entities 5331: 5330: 5328: 5327: 5322: 5317: 5312: 5307: 5301: 5299: 5293: 5292: 5290: 5289: 5287:United Kingdom 5284: 5279: 5274: 5269: 5264: 5259: 5254: 5249: 5244: 5239: 5234: 5229: 5224: 5219: 5214: 5209: 5204: 5199: 5194: 5189: 5184: 5179: 5174: 5169: 5164: 5159: 5154: 5152: 5147: 5142: 5137: 5132: 5127: 5122: 5117: 5112: 5107: 5102: 5100:Czech Republic 5097: 5092: 5087: 5082: 5077: 5072: 5067: 5062: 5057: 5052: 5047: 5041: 5039: 5035: 5034: 5022: 5021: 5019: 5018: 5008: 4997: 4994: 4993: 4991: 4990: 4985: 4980: 4975: 4970: 4964: 4962: 4953: 4952: 4950: 4949: 4944: 4939: 4934: 4929: 4923: 4921: 4913: 4912: 4910: 4909: 4904: 4899: 4894: 4889: 4884: 4879: 4874: 4869: 4864: 4859: 4854: 4849: 4844: 4839: 4834: 4829: 4824: 4819: 4814: 4809: 4804: 4799: 4794: 4789: 4784: 4779: 4774: 4769: 4764: 4759: 4754: 4749: 4744: 4739: 4734: 4729: 4724: 4719: 4714: 4709: 4704: 4699: 4694: 4689: 4684: 4679: 4674: 4669: 4663: 4661: 4655: 4654: 4642: 4641: 4638: 4637: 4620: 4607: 4598: 4584:Canary Islands 4580: 4579: 4577: 4572: 4569: 4568: 4566: 4565: 4560: 4554: 4552: 4547: 4544: 4543: 4541: 4540: 4535: 4530: 4525: 4520: 4515: 4510: 4505: 4500: 4495: 4490: 4485: 4480: 4475: 4470: 4465: 4460: 4455: 4450: 4445: 4440: 4435: 4430: 4425: 4420: 4415: 4410: 4405: 4400: 4395: 4390: 4385: 4380: 4375: 4370: 4365: 4360: 4355: 4350: 4345: 4340: 4335: 4330: 4325: 4320: 4315: 4310: 4305: 4300: 4295: 4290: 4285: 4280: 4275: 4269: 4267: 4263: 4262: 4250: 4249: 4239: 4238: 4235: 4234: 4231: 4230: 4219: 4218: 4215: 4214: 4210: 4209: 4206: 4205: 4201: 4200: 4197: 4196: 4192: 4190: 4189: 4182: 4172: 4165: 4164: 4153: 4148: 4138: 4132: 4129: 4128: 4124: 4123: 4120: 4119: 4115: 4113: 4112: 4107: 4097: 4090: 4089: 4079: 4073: 4070: 4069: 4065: 4064: 4061: 4060: 4056: 4054: 4053: 4048: 4040: 4033: 4032: 4028:Primary school 4022: 4016: 4013: 4012: 4008: 4006: 4005: 3998: 3988: 3981: 3980: 3975: 3970: 3965: 3957: 3954: 3953: 3941: 3940: 3937: 3936: 3934: 3933: 3928: 3923: 3918: 3913: 3908: 3903: 3897: 3895: 3891: 3890: 3888: 3887: 3882: 3881: 3880: 3875: 3870: 3865: 3860: 3855: 3850: 3845: 3840: 3835: 3830: 3825: 3820: 3815: 3810: 3800: 3795: 3790: 3785: 3780: 3775: 3774: 3773: 3768: 3763: 3753: 3748: 3743: 3741:Cognitive load 3738: 3733: 3727: 3725: 3721: 3720: 3718: 3717: 3712: 3707: 3702: 3697: 3692: 3687: 3682: 3676: 3674: 3668: 3667: 3665: 3664: 3659: 3654: 3649: 3644: 3639: 3634: 3629: 3624: 3619: 3614: 3609: 3604: 3599: 3594: 3589: 3584: 3579: 3574: 3569: 3564: 3559: 3554: 3549: 3544: 3539: 3534: 3529: 3524: 3519: 3514: 3509: 3504: 3498: 3496: 3490: 3489: 3487: 3486: 3485: 3484: 3474: 3469: 3464: 3459: 3454: 3449: 3444: 3439: 3434: 3429: 3424: 3419: 3414: 3412:Evidence-based 3409: 3404: 3399: 3398: 3397: 3392: 3387: 3382: 3377: 3376: 3375: 3360: 3355: 3349: 3347: 3346:By perspective 3343: 3342: 3340: 3339: 3334: 3329: 3323: 3321: 3315: 3314: 3304: 3303: 3296: 3295: 3288: 3281: 3273: 3264: 3263: 3261: 3260: 3258:Whole language 3255: 3250: 3245: 3240: 3235: 3230: 3225: 3220: 3218:Guided reading 3215: 3210: 3205: 3203:Decodable text 3199: 3197: 3192: 3189: 3188: 3186: 3185: 3180: 3174: 3172: 3166: 3165: 3163: 3162: 3157: 3152: 3147: 3141: 3139: 3132: 3129: 3128: 3126: 3125: 3120: 3115: 3110: 3105: 3100: 3095: 3090: 3084: 3082: 3076: 3075: 3073: 3072: 3067: 3061: 3059: 3055: 3054: 3052: 3051: 3046: 3041: 3036: 3031: 3026: 3021: 3016: 3011: 3009:Constructivism 3006: 3004:Cognitive load 3001: 2996: 2990: 2988: 2984: 2983: 2981: 2980: 2975: 2970: 2965: 2960: 2955: 2950: 2948:Caleb Gattegno 2945: 2940: 2935: 2933:Benjamin Bloom 2929: 2927: 2923: 2922: 2915: 2914: 2907: 2900: 2892: 2886: 2885: 2879: 2876: 2873: 2866: 2865: 2859: 2858:vol. 12 (2002) 2853: 2847: 2841: 2840:vol. 53 (2005) 2835: 2829: 2823: 2805: 2802: 2801: 2800: 2794: 2781: 2763:(4): 295–312. 2752: 2734:(5): 343–368. 2723: 2711: 2705: 2692: 2679: 2652: 2624:(3): 513–518. 2611: 2608: 2606: 2605: 2554: 2527: 2512: 2486: 2453: 2420: 2398:10.1.1.73.4200 2391:(2): 156–166. 2375: 2343: 2300: 2249: 2200: 2139: 2109:10.1.1.49.3813 2102:(4): 723–742. 2082: 2053:(4): 602–619. 2028: 2021: 1996: 1967:(2): 177–190. 1948: 1915: 1888: 1861: 1820:(4): 570–576. 1803: 1776:(1): 135–139. 1760: 1741:(2): 103–107. 1725: 1714:(1): 144–155. 1698: 1681: 1632: 1608: 1575: 1572:on 2019-02-22. 1549:(1): 223–234. 1526: 1513:(5): 434–451. 1493: 1466: 1421: 1408:(2): 149–157. 1385: 1378: 1360: 1349:(6): 511–525. 1333: 1283: 1264:(4): 293–332. 1241: 1199: 1169: 1158:(4): 347–362. 1139: 1120:(2): 233–246. 1101: 1080:(2): 319–334. 1061: 1040:(2): 358–368. 1021: 1010:(4): 429–434. 991: 964: 911: 892:(3): 251–296. 866: 839: 780: 761:(4): 457–461. 742: 688: 669:(4): 737–743. 648: 619:(2): 257–285. 598: 589:|journal= 563: 532: 530: 527: 526: 525: 519: 509: 504: 498: 492: 487: 479: 476: 470: 467: 456: 453: 443: 440: 436:working memory 432:working memory 414:working memory 401: 398: 384: 381: 376:center of mass 368:working memory 363: 360: 347: 344: 342: 339: 288: 285: 277:working memory 264:blood pressure 247: 244: 220: 217: 196: 193: 184: 181: 149:construction. 123: 120: 108:working memory 91: 88: 80:working memory 29:working memory 25:cognitive load 15: 9: 6: 4: 3: 2: 6066: 6055: 6052: 6050: 6047: 6045: 6042: 6040: 6037: 6035: 6032: 6030: 6027: 6025: 6022: 6021: 6019: 6004: 5996: 5994: 5986: 5984: 5983: 5972: 5971: 5968: 5954: 5949: 5947: 5946:French Guiana 5944: 5942: 5939: 5938: 5936: 5930: 5925: 5919: 5916: 5914: 5911: 5909: 5906: 5904: 5901: 5899: 5896: 5894: 5891: 5889: 5886: 5884: 5881: 5879: 5876: 5874: 5871: 5869: 5866: 5864: 5861: 5860: 5858: 5856: 5852: 5845: 5835: 5832: 5830: 5827: 5825: 5822: 5820: 5817: 5815: 5812: 5810: 5809:New Caledonia 5807: 5805: 5802: 5800: 5797: 5795: 5792: 5790: 5789:Easter Island 5787: 5785: 5782: 5780: 5777: 5775: 5772: 5771: 5769: 5763: 5757: 5754: 5752: 5749: 5748: 5746: 5740: 5734: 5731: 5729: 5726: 5724: 5721: 5719: 5716: 5714: 5711: 5709: 5706: 5704: 5701: 5699: 5696: 5694: 5691: 5689: 5686: 5684: 5681: 5679: 5676: 5674: 5671: 5669: 5666: 5665: 5663: 5659: 5652: 5642: 5639: 5637: 5634: 5632: 5629: 5627: 5624: 5622: 5619: 5617: 5614: 5612: 5609: 5607: 5604: 5602: 5599: 5597: 5594: 5592: 5589: 5587: 5584: 5582: 5579: 5577: 5574: 5572: 5569: 5567: 5564: 5562: 5559: 5557: 5554: 5552: 5549: 5547: 5544: 5543: 5541: 5533: 5527: 5526:United States 5524: 5522: 5519: 5517: 5514: 5512: 5509: 5507: 5504: 5502: 5499: 5497: 5494: 5492: 5489: 5487: 5484: 5482: 5479: 5477: 5474: 5472: 5469: 5467: 5464: 5462: 5459: 5457: 5454: 5452: 5449: 5447: 5444: 5442: 5439: 5437: 5434: 5432: 5429: 5427: 5424: 5422: 5419: 5417: 5414: 5413: 5411: 5407: 5400: 5390: 5387: 5386: 5384: 5380: 5374: 5371: 5369: 5366: 5364: 5361: 5359: 5356: 5354: 5351: 5349: 5348:Faroe Islands 5346: 5344: 5341: 5340: 5338: 5332: 5326: 5323: 5321: 5320:South Ossetia 5318: 5316: 5313: 5311: 5308: 5306: 5303: 5302: 5300: 5294: 5288: 5285: 5283: 5280: 5278: 5275: 5273: 5270: 5268: 5265: 5263: 5260: 5258: 5255: 5253: 5250: 5248: 5245: 5243: 5240: 5238: 5235: 5233: 5230: 5228: 5225: 5223: 5220: 5218: 5215: 5213: 5210: 5208: 5205: 5203: 5200: 5198: 5195: 5193: 5190: 5188: 5185: 5183: 5180: 5178: 5175: 5173: 5172:Liechtenstein 5170: 5168: 5165: 5163: 5160: 5158: 5155: 5153: 5151: 5148: 5146: 5143: 5141: 5138: 5136: 5133: 5131: 5128: 5126: 5123: 5121: 5118: 5116: 5113: 5111: 5108: 5106: 5103: 5101: 5098: 5096: 5093: 5091: 5088: 5086: 5083: 5081: 5078: 5076: 5073: 5071: 5068: 5066: 5063: 5061: 5058: 5056: 5053: 5051: 5048: 5046: 5043: 5042: 5040: 5036: 5032: 5027: 5017: 5013: 5009: 5007: 4999: 4998: 4995: 4989: 4986: 4984: 4981: 4979: 4976: 4974: 4971: 4969: 4966: 4965: 4963: 4958: 4954: 4948: 4945: 4943: 4942:South Ossetia 4940: 4938: 4935: 4933: 4930: 4928: 4925: 4924: 4922: 4920: 4914: 4908: 4905: 4903: 4900: 4898: 4895: 4893: 4890: 4888: 4885: 4883: 4880: 4878: 4875: 4873: 4870: 4868: 4865: 4863: 4860: 4858: 4855: 4853: 4850: 4848: 4845: 4843: 4840: 4838: 4835: 4833: 4830: 4828: 4825: 4823: 4820: 4818: 4815: 4813: 4810: 4808: 4805: 4803: 4800: 4798: 4795: 4793: 4790: 4788: 4785: 4783: 4780: 4778: 4775: 4773: 4770: 4768: 4765: 4763: 4760: 4758: 4755: 4753: 4750: 4748: 4745: 4743: 4740: 4738: 4735: 4733: 4730: 4728: 4725: 4723: 4720: 4718: 4715: 4713: 4710: 4708: 4705: 4703: 4700: 4698: 4695: 4693: 4690: 4688: 4685: 4683: 4680: 4678: 4675: 4673: 4670: 4668: 4665: 4664: 4662: 4660: 4656: 4652: 4647: 4632: 4628: 4624: 4621: 4615: 4611: 4608: 4602: 4599: 4593: 4589: 4585: 4582: 4581: 4578: 4570: 4564: 4561: 4559: 4556: 4555: 4553: 4545: 4539: 4536: 4534: 4531: 4529: 4526: 4524: 4521: 4519: 4516: 4514: 4511: 4509: 4506: 4504: 4501: 4499: 4496: 4494: 4491: 4489: 4486: 4484: 4481: 4479: 4476: 4474: 4471: 4469: 4466: 4464: 4461: 4459: 4456: 4454: 4451: 4449: 4446: 4444: 4441: 4439: 4436: 4434: 4431: 4429: 4426: 4424: 4421: 4419: 4416: 4414: 4411: 4409: 4406: 4404: 4401: 4399: 4396: 4394: 4391: 4389: 4388:Guinea-Bissau 4386: 4384: 4381: 4379: 4376: 4374: 4371: 4369: 4366: 4364: 4361: 4359: 4356: 4354: 4351: 4349: 4346: 4344: 4341: 4339: 4336: 4334: 4331: 4329: 4326: 4324: 4321: 4319: 4316: 4314: 4311: 4309: 4306: 4304: 4301: 4299: 4296: 4294: 4291: 4289: 4286: 4284: 4281: 4279: 4276: 4274: 4271: 4270: 4268: 4264: 4260: 4255: 4251: 4244: 4240: 4229: 4225: 4221: 4220: 4216: 4191: 4186: 4183: 4179: 4178:Undergraduate 4176: 4175: 4170: 4167: 4166: 4162: 4157: 4154: 4152: 4149: 4145: 4142: 4141: 4136: 4133: 4114: 4108: 4104: 4103:Middle school 4101: 4100: 4095: 4092: 4091: 4086: 4083: 4082: 4077: 4074: 4055: 4049: 4044: 4043: 4038: 4035: 4034: 4029: 4026: 4025: 4020: 4017: 4007: 4002: 3999: 3995: 3992: 3991: 3986: 3983: 3982: 3979: 3976: 3974: 3971: 3969: 3966: 3964: 3961: 3960: 3955: 3951: 3946: 3942: 3932: 3929: 3927: 3924: 3922: 3919: 3917: 3914: 3912: 3909: 3907: 3904: 3902: 3899: 3898: 3896: 3892: 3886: 3883: 3879: 3876: 3874: 3871: 3869: 3868:Project-based 3866: 3864: 3863:Problem-based 3861: 3859: 3856: 3854: 3851: 3849: 3846: 3844: 3841: 3839: 3836: 3834: 3831: 3829: 3826: 3824: 3823:Demonstration 3821: 3819: 3818:Contemplative 3816: 3814: 3811: 3809: 3806: 3805: 3804: 3801: 3799: 3796: 3794: 3791: 3789: 3786: 3784: 3781: 3779: 3776: 3772: 3769: 3767: 3764: 3762: 3759: 3758: 3757: 3754: 3752: 3749: 3747: 3744: 3742: 3739: 3737: 3734: 3732: 3729: 3728: 3726: 3722: 3716: 3713: 3711: 3708: 3706: 3705:Homeschooling 3703: 3701: 3698: 3696: 3693: 3691: 3688: 3686: 3683: 3681: 3678: 3677: 3675: 3673: 3669: 3663: 3660: 3658: 3655: 3653: 3650: 3648: 3645: 3643: 3640: 3638: 3635: 3633: 3630: 3628: 3625: 3623: 3620: 3618: 3615: 3613: 3610: 3608: 3605: 3603: 3600: 3598: 3595: 3593: 3590: 3588: 3585: 3583: 3580: 3578: 3575: 3573: 3570: 3568: 3565: 3563: 3560: 3558: 3555: 3553: 3552:Environmental 3550: 3548: 3545: 3543: 3540: 3538: 3535: 3533: 3530: 3528: 3525: 3523: 3520: 3518: 3515: 3513: 3510: 3508: 3505: 3503: 3500: 3499: 3497: 3495: 3491: 3483: 3480: 3479: 3478: 3477:Instructional 3475: 3473: 3470: 3468: 3465: 3463: 3460: 3458: 3455: 3453: 3450: 3448: 3445: 3443: 3440: 3438: 3435: 3433: 3430: 3428: 3425: 3423: 3420: 3418: 3415: 3413: 3410: 3408: 3405: 3403: 3400: 3396: 3393: 3391: 3388: 3386: 3383: 3381: 3380:Psychometrics 3378: 3374: 3371: 3370: 3369: 3366: 3365: 3364: 3361: 3359: 3356: 3354: 3351: 3350: 3348: 3344: 3338: 3335: 3333: 3330: 3328: 3325: 3324: 3322: 3320: 3316: 3309: 3305: 3301: 3294: 3289: 3287: 3282: 3280: 3275: 3274: 3271: 3259: 3256: 3254: 3251: 3249: 3246: 3244: 3241: 3239: 3236: 3234: 3233:Rote learning 3231: 3229: 3226: 3224: 3221: 3219: 3216: 3214: 3211: 3209: 3206: 3204: 3201: 3200: 3198: 3190: 3184: 3181: 3179: 3176: 3175: 3173: 3171: 3167: 3161: 3158: 3156: 3153: 3151: 3148: 3146: 3143: 3142: 3140: 3137: 3130: 3124: 3121: 3119: 3116: 3114: 3111: 3109: 3106: 3104: 3101: 3099: 3096: 3094: 3091: 3089: 3086: 3085: 3083: 3081: 3077: 3071: 3068: 3066: 3063: 3062: 3060: 3056: 3050: 3047: 3045: 3042: 3040: 3037: 3035: 3032: 3030: 3027: 3025: 3022: 3020: 3017: 3015: 3012: 3010: 3007: 3005: 3002: 3000: 2997: 2995: 2992: 2991: 2989: 2985: 2979: 2976: 2974: 2971: 2969: 2968:William Spady 2966: 2964: 2961: 2959: 2956: 2954: 2951: 2949: 2946: 2944: 2943:Rheta DeVries 2941: 2939: 2938:Jerome Bruner 2936: 2934: 2931: 2930: 2928: 2924: 2920: 2913: 2908: 2906: 2901: 2899: 2894: 2893: 2890: 2883: 2880: 2877: 2874: 2871: 2870: 2869: 2863: 2860: 2857: 2854: 2851: 2848: 2845: 2842: 2839: 2836: 2833: 2830: 2827: 2824: 2822: 2818: 2814: 2811: 2810: 2809: 2797: 2791: 2787: 2782: 2778: 2774: 2770: 2766: 2762: 2758: 2753: 2749: 2745: 2741: 2737: 2733: 2729: 2724: 2720: 2716: 2712: 2708: 2702: 2698: 2693: 2689: 2685: 2680: 2675: 2670: 2666: 2662: 2658: 2653: 2649: 2645: 2641: 2637: 2632: 2627: 2623: 2619: 2614: 2613: 2601: 2597: 2592: 2587: 2582: 2577: 2573: 2569: 2565: 2558: 2550: 2546: 2542: 2538: 2531: 2523: 2519: 2515: 2509: 2505: 2501: 2497: 2490: 2481: 2476: 2472: 2468: 2464: 2457: 2449: 2445: 2440: 2435: 2431: 2424: 2416: 2412: 2408: 2404: 2399: 2394: 2390: 2386: 2379: 2371: 2367: 2363: 2359: 2355: 2347: 2338: 2333: 2328: 2323: 2319: 2315: 2311: 2304: 2296: 2292: 2287: 2282: 2277: 2272: 2268: 2264: 2260: 2253: 2245: 2241: 2236: 2231: 2227: 2223: 2219: 2215: 2211: 2204: 2196: 2192: 2188: 2184: 2180: 2176: 2171: 2166: 2162: 2158: 2154: 2150: 2143: 2135: 2131: 2127: 2123: 2119: 2115: 2110: 2105: 2101: 2097: 2093: 2086: 2078: 2074: 2069: 2064: 2060: 2056: 2052: 2048: 2044: 2037: 2035: 2033: 2024: 2018: 2014: 2007: 2005: 2003: 2001: 1992: 1988: 1984: 1980: 1975: 1970: 1966: 1962: 1955: 1953: 1943: 1938: 1934: 1930: 1926: 1919: 1911: 1907: 1903: 1899: 1892: 1884: 1880: 1876: 1872: 1865: 1857: 1851: 1843: 1839: 1835: 1831: 1827: 1823: 1819: 1815: 1807: 1799: 1795: 1791: 1787: 1783: 1779: 1775: 1771: 1764: 1756: 1752: 1748: 1744: 1740: 1736: 1729: 1721: 1717: 1713: 1709: 1702: 1695: 1691: 1685: 1677: 1673: 1669: 1665: 1660: 1655: 1651: 1647: 1643: 1636: 1622: 1618: 1612: 1603: 1598: 1594: 1590: 1586: 1579: 1568: 1564: 1560: 1556: 1552: 1548: 1544: 1537: 1530: 1521: 1516: 1512: 1508: 1504: 1497: 1489: 1485: 1481: 1477: 1470: 1462: 1458: 1454: 1450: 1445: 1440: 1436: 1432: 1425: 1416: 1411: 1407: 1403: 1399: 1392: 1390: 1381: 1375: 1371: 1364: 1356: 1352: 1348: 1344: 1337: 1329: 1325: 1321: 1317: 1313: 1309: 1305: 1301: 1294: 1287: 1279: 1275: 1271: 1267: 1263: 1259: 1255: 1248: 1246: 1237: 1233: 1229: 1225: 1221: 1217: 1213: 1206: 1204: 1195: 1191: 1187: 1183: 1176: 1174: 1165: 1161: 1157: 1153: 1146: 1144: 1135: 1131: 1127: 1123: 1119: 1115: 1108: 1106: 1097: 1093: 1088: 1083: 1079: 1075: 1068: 1066: 1057: 1053: 1048: 1043: 1039: 1035: 1028: 1026: 1017: 1013: 1009: 1005: 998: 996: 987: 983: 979: 975: 968: 960: 956: 952: 948: 944: 940: 935: 930: 926: 922: 915: 907: 903: 899: 895: 891: 887: 880: 873: 871: 862: 858: 854: 850: 843: 835: 831: 826: 821: 817: 813: 808: 803: 799: 795: 791: 784: 776: 772: 768: 764: 760: 756: 749: 747: 738: 734: 729: 724: 719: 714: 710: 706: 702: 695: 693: 684: 680: 676: 672: 668: 664: 657: 655: 653: 644: 640: 636: 632: 627: 622: 618: 614: 607: 605: 603: 594: 582: 574: 570: 566: 560: 556: 552: 548: 544: 537: 533: 523: 520: 517: 513: 510: 508: 505: 502: 499: 496: 493: 491: 488: 485: 482: 481: 475: 466: 463: 452: 450: 439: 437: 433: 429: 425: 423: 422:metacognition 418: 415: 411: 407: 406:Alan Baddeley 397: 395: 390: 380: 377: 373: 369: 359: 357: 353: 338: 336: 332: 328: 324: 320: 316: 312: 308: 304: 298: 294: 284: 280: 278: 274: 268: 265: 261: 256: 252: 243: 240: 238: 232: 228: 225: 216: 214: 208: 206: 201: 192: 190: 180: 178: 174: 170: 166: 161: 159: 155: 150: 148: 144: 139: 137: 133: 129: 119: 117: 113: 109: 105: 101: 97: 87: 83: 81: 77: 73: 69: 65: 60: 58: 54: 50: 46: 42: 38: 34: 30: 26: 22: 5973: 5929:Dependencies 5765:Dependencies 5751:Cook Islands 5631:Sint Maarten 5611:Saint Martin 5325:Transnistria 4957:Dependencies 4887:Turkmenistan 4852:Saudi Arabia 4623:Saint Helena 4594:   4498:South Africa 4488:Sierra Leone 4293:Burkina Faso 4185:Postgraduate 4001:Kindergarten 3853:Personalized 3833:Experiential 3793:Teacher look 3740: 3502:Agricultural 3358:Anthropology 3193:Standardized 3003: 2978:Lev Vygotsky 2867: 2861: 2855: 2849: 2843: 2837: 2831: 2825: 2812: 2807: 2785: 2760: 2756: 2731: 2727: 2719:the original 2696: 2688:the original 2664: 2660: 2621: 2617: 2571: 2567: 2557: 2543:(2): 100–5. 2540: 2536: 2530: 2495: 2489: 2470: 2466: 2456: 2429: 2423: 2388: 2384: 2378: 2353: 2346: 2320:(1): 27–45. 2317: 2313: 2303: 2266: 2262: 2252: 2220:(2): 65–73. 2217: 2213: 2203: 2152: 2148: 2142: 2099: 2095: 2085: 2050: 2046: 2012: 1964: 1960: 1932: 1928: 1918: 1901: 1897: 1891: 1874: 1870: 1864: 1850:cite journal 1817: 1813: 1806: 1773: 1769: 1763: 1738: 1734: 1728: 1711: 1707: 1701: 1693: 1684: 1649: 1645: 1635: 1624:. Retrieved 1620: 1611: 1592: 1588: 1578: 1567:the original 1546: 1542: 1529: 1510: 1506: 1496: 1479: 1475: 1469: 1437:(1): 63–71. 1434: 1430: 1424: 1405: 1401: 1369: 1363: 1346: 1342: 1336: 1306:(2): 75–86. 1303: 1299: 1286: 1261: 1257: 1222:(1): 23–31. 1219: 1215: 1188:(1): 59–89. 1185: 1181: 1155: 1151: 1117: 1113: 1077: 1073: 1037: 1033: 1007: 1003: 980:(1): 55–81. 977: 973: 967: 927:(2): 81–97. 924: 920: 914: 889: 885: 852: 848: 842: 797: 793: 783: 758: 754: 708: 704: 666: 662: 616: 612: 546: 536: 516:scuba diving 512:Task loading 472: 458: 445: 426: 419: 410:Graham Hitch 403: 386: 365: 349: 323:Stereotyping 311:subconscious 307:stereotyping 300: 297:Drive theory 281: 269: 257: 253: 249: 241: 233: 229: 223: 222: 209: 199: 198: 186: 162: 154:John Sweller 151: 140: 125: 96:John Sweller 93: 84: 68:John Sweller 61: 52: 48: 44: 24: 18: 6003:WikiProject 5698:New Zealand 5601:Puerto Rico 5511:Saint Lucia 5461:El Salvador 5363:Isle of Man 5298:recognition 5272:Switzerland 5207:Netherlands 5016:Asia portal 4917:States with 4837:Philippines 4777:South Korea 4772:North Korea 4667:Afghanistan 4550:recognition 4503:South Sudan 4393:Ivory Coast 4109:High school 3906:Definitions 3783:Lesson plan 3672:Alternative 3577:Mathematics 3547:Engineering 2973:Marc Tucker 2963:Jean Piaget 2926:Individuals 800:(10): 856. 246:Measurement 128:G.A. Miller 6018:Categories 5596:Montserrat 5591:Martinique 5586:Guadeloupe 5441:Costa Rica 5242:San Marino 5202:Montenegro 5182:Luxembourg 5162:Kazakhstan 5065:Azerbaijan 4897:Uzbekistan 4872:Tajikistan 4787:Kyrgyzstan 4767:Kazakhstan 4687:Bangladesh 4677:Azerbaijan 4605:(Portugal) 4563:Somaliland 4483:Seychelles 4448:Mozambique 4433:Mauritania 4418:Madagascar 4373:The Gambia 4308:Cape Verde 4161:Continuing 4151:Vocational 3756:Curriculum 3690:Democratic 3662:Vocational 3652:Technology 3612:Philosophy 3494:By subject 3472:Technology 3452:Psychology 3437:Philosophy 3427:Leadership 3368:Evaluation 3363:Assessment 3195:curriculum 3136:assessment 3098:Goals 2000 2473:: 100008. 2337:1765/31101 1652:(1): 1–9. 1626:2023-04-20 1320:1874/16899 529:References 291:See also: 260:heart rate 219:Extraneous 183:Categories 49:extraneous 6024:Cognition 5918:Venezuela 5863:Argentina 5668:Australia 5581:Greenland 5496:Nicaragua 5471:Guatemala 5353:Gibraltar 5177:Lithuania 4983:Hong Kong 4937:Palestine 4862:Sri Lanka 4857:Singapore 4737:Indonesia 4438:Mauritius 3994:Preschool 3894:Wikimedia 3632:Religious 3557:Euthenics 3542:Economics 3522:Chemistry 3512:Bilingual 3467:Sociology 3422:Inclusion 3402:Economics 3300:Education 3024:Inclusion 2838:ETR&D 2821:0046-1520 2777:145058758 2626:CiteSeerX 2522:241713101 2434:CiteSeerX 2393:CiteSeerX 2165:CiteSeerX 2104:CiteSeerX 1969:CiteSeerX 1935:: 24–31. 1877:: 19–29. 1668:2055-1045 1439:CiteSeerX 1372:. Wiley. 1082:CiteSeerX 1042:CiteSeerX 929:CiteSeerX 816:2076-328X 621:CiteSeerX 591:ignored ( 581:cite book 428:Gesturing 321:effect. 195:Intrinsic 45:intrinsic 6049:Pedagogy 6044:Learning 5993:Category 5908:Suriname 5898:Paraguay 5883:Colombia 5683:Kiribati 5546:Anguilla 5481:Honduras 5451:Dominica 5426:Barbados 5373:Svalbard 5358:Guernsey 5305:Abkhazia 5257:Slovenia 5252:Slovakia 5227:Portugal 5085:Bulgaria 5006:Category 4927:Abkhazia 4877:Thailand 4832:Pakistan 4812:Mongolia 4807:Maldives 4802:Malaysia 4702:Cambodia 4629: / 4625: / 4618:(France) 4612: / 4590: / 4586: / 4538:Zimbabwe 4513:Tanzania 4363:Ethiopia 4358:Eswatini 4338:Djibouti 4303:Cameroon 4288:Botswana 3878:Socratic 3838:Feedback 3724:Concepts 3617:Physical 3587:Military 3567:Language 3517:Business 3457:Research 3447:Politics 3432:Pedagogy 3327:Glossary 3312:Overview 2987:Theories 2882:ISO 9241 2648:16938033 2600:33828735 2370:10493691 2295:29541685 2269:(1): 6. 2244:19135405 2187:23990553 2126:10097009 2077:21564226 1991:14979759 1842:32223760 1834:17397436 1798:22614522 1790:12121823 1676:54036730 1461:16587887 1328:17067829 1278:35905547 1236:10519654 1134:40723362 959:15654531 951:13310704 834:37887506 825:10604157 737:28824473 711:: 1191. 683:67201799 573:86587936 478:See also 400:Children 389:Facebook 41:pedagogy 5913:Uruguay 5888:Ecuador 5868:Bolivia 5829:Tokelau 5733:Vanuatu 5576:Curaçao 5561:Bonaire 5556:Bermuda 5486:Jamaica 5466:Grenada 5421:Bahamas 5282:Ukraine 5232:Romania 5192:Moldova 5150:Ireland 5145:Iceland 5140:Hungary 5130:Germany 5125:Georgia 5115:Finland 5110:Estonia 5105:Denmark 5090:Croatia 5075:Belgium 5070:Belarus 5060:Austria 5055:Armenia 5050:Andorra 5045:Albania 4902:Vietnam 4817:Myanmar 4797:Lebanon 4727:Georgia 4682:Bahrain 4672:Armenia 4614:Réunion 4610:Mayotte 4601:Madeira 4596:(Spain) 4592:Melilla 4523:Tunisia 4493:Somalia 4478:Senegal 4463:Nigeria 4453:Namibia 4443:Morocco 4408:Liberia 4403:Lesotho 4353:Eritrea 4323:Comoros 4298:Burundi 4273:Algeria 4181:→ 4156:Further 4111:→ 4106:→ 4088:→ 4052:→ 4047:→ 4031:→ 4004:→ 3997:→ 3843:Passive 3766:Studies 3647:Teacher 3637:Science 3627:Reading 3622:Physics 3597:Nursing 3582:Medical 3417:History 3337:Outline 3319:General 3228:Phonics 3223:Lecture 2748:2374883 2591:7880144 2549:8161318 2415:1409560 2286:5840215 2235:3575682 2195:1684186 2157:Bibcode 2149:Science 2134:1961389 2068:3733275 1755:3234452 1563:4984926 775:8753946 728:5539229 643:9585835 442:Poverty 372:balance 362:Elderly 356:experts 352:novices 331:arousal 315:schemas 122:History 53:germane 5893:Guyana 5873:Brazil 5804:Hawaii 5728:Tuvalu 5501:Panama 5491:Mexico 5436:Canada 5431:Belize 5368:Jersey 5310:Kosovo 5277:Turkey 5267:Sweden 5247:Serbia 5237:Russia 5222:Poland 5217:Norway 5197:Monaco 5167:Latvia 5135:Greece 5120:France 5095:Cyprus 4947:Taiwan 4882:Turkey 4847:Russia 4782:Kuwait 4762:Jordan 4752:Israel 4712:Cyprus 4697:Brunei 4692:Bhutan 4633:  4616:  4603:  4533:Zambia 4528:Uganda 4468:Rwanda 4423:Malawi 4383:Guinea 4278:Angola 4228:Portal 4188:  4147:  4050:Junior 4045:Infant 3950:Stages 3926:Quotes 3911:Images 3771:Theory 3761:Hidden 3657:Values 3562:Health 3537:Design 3462:Rights 3442:Policy 3213:Grades 3058:Values 2819:  2792:  2775:  2746:  2703:  2646:  2628:  2598:  2588:  2547:  2520:  2510:  2436:  2413:  2395:  2368:  2293:  2283:  2242:  2232:  2193:  2185:  2167:  2132:  2124:  2106:  2075:  2065:  2019:  1989:  1971:  1840:  1832:  1796:  1788:  1753:  1674:  1666:  1561:  1459:  1441:  1376:  1326:  1276:  1234:  1132:  1084:  1044:  957:  949:  931:  906:127506 904:  832:  822:  814:  773:  735:  725:  681:  641:  623:  571:  561:  175:; and 147:schema 112:schema 90:Theory 57:schema 5878:Chile 5723:Tonga 5713:Samoa 5703:Palau 5693:Nauru 5551:Aruba 5476:Haiti 5343:Åland 5262:Spain 5187:Malta 5157:Italy 4988:Macau 4907:Yemen 4867:Syria 4842:Qatar 4822:Nepal 4757:Japan 4732:India 4722:Egypt 4707:China 4588:Ceuta 4508:Sudan 4458:Niger 4413:Libya 4398:Kenya 4378:Ghana 4368:Gabon 4343:Egypt 4283:Benin 3931:Texts 3901:Books 3602:Peace 3592:Music 3572:Legal 3532:Death 3332:Index 2773:S2CID 2744:S2CID 2667:(2). 2574:(3). 2518:S2CID 2411:S2CID 2366:S2CID 2191:S2CID 2130:S2CID 1838:S2CID 1794:S2CID 1672:S2CID 1570:(PDF) 1559:S2CID 1539:(PDF) 1457:S2CID 1324:S2CID 1296:(PDF) 1274:S2CID 1232:S2CID 1130:S2CID 955:S2CID 902:S2CID 882:(PDF) 679:S2CID 639:S2CID 569:S2CID 303:error 5903:Peru 5799:Guam 5756:Niue 5678:Fiji 5621:Saba 5446:Cuba 4827:Oman 4792:Laos 4747:Iraq 4742:Iran 4518:Togo 4428:Mali 4318:Chad 3921:News 2817:ISSN 2790:ISBN 2701:ISBN 2644:PMID 2596:PMID 2545:PMID 2508:ISBN 2291:PMID 2240:PMID 2183:PMID 2122:PMID 2073:PMID 2017:ISBN 1987:PMID 1856:link 1830:PMID 1786:PMID 1751:PMID 1664:ISSN 1374:ISBN 947:PMID 830:PMID 812:ISSN 771:PMID 733:PMID 593:help 559:ISBN 408:and 354:and 295:and 39:and 5931:and 4959:and 3642:Sex 3507:Art 2765:doi 2736:doi 2669:doi 2636:doi 2586:PMC 2576:doi 2500:doi 2475:doi 2444:doi 2403:doi 2358:doi 2332:hdl 2322:doi 2281:PMC 2271:doi 2230:PMC 2222:doi 2175:doi 2153:341 2114:doi 2063:PMC 2055:doi 1979:doi 1937:doi 1906:doi 1879:doi 1822:doi 1778:doi 1743:doi 1716:doi 1654:doi 1597:doi 1551:doi 1547:100 1515:doi 1484:doi 1449:doi 1410:doi 1351:doi 1316:hdl 1308:doi 1266:doi 1224:doi 1190:doi 1160:doi 1122:doi 1092:doi 1052:doi 1012:doi 982:doi 939:doi 894:doi 857:doi 820:PMC 802:doi 763:doi 723:PMC 713:doi 671:doi 631:doi 551:doi 394:GPA 66:by 19:In 6020:: 2771:. 2759:. 2742:. 2732:30 2730:. 2663:. 2659:. 2642:. 2634:. 2622:91 2620:. 2594:. 2584:. 2572:12 2570:. 2566:. 2541:65 2539:. 2516:. 2506:. 2469:. 2465:. 2442:. 2409:. 2401:. 2387:. 2364:. 2330:. 2318:24 2316:. 2312:. 2289:. 2279:. 2265:. 2261:. 2238:. 2228:. 2218:13 2216:. 2212:. 2189:. 2181:. 2173:. 2163:. 2151:. 2128:. 2120:. 2112:. 2100:20 2098:. 2071:. 2061:. 2051:34 2049:. 2045:. 2031:^ 1999:^ 1985:. 1977:. 1965:40 1963:. 1951:^ 1933:62 1931:. 1927:. 1902:29 1900:. 1875:75 1873:. 1852:}} 1848:{{ 1836:. 1828:. 1818:55 1816:. 1792:. 1784:. 1774:58 1772:. 1749:. 1739:14 1737:. 1712:10 1710:. 1670:. 1662:. 1648:. 1644:. 1619:. 1593:33 1591:. 1587:. 1557:. 1545:. 1541:. 1511:48 1509:. 1505:. 1480:35 1478:. 1455:. 1447:. 1435:38 1433:. 1404:. 1400:. 1388:^ 1347:16 1345:. 1322:. 1314:. 1304:41 1302:. 1298:. 1272:. 1260:. 1256:. 1244:^ 1230:. 1220:38 1218:. 1214:. 1202:^ 1184:. 1172:^ 1156:79 1154:. 1142:^ 1128:. 1118:62 1116:. 1104:^ 1090:. 1078:87 1076:. 1064:^ 1050:. 1038:91 1036:. 1024:^ 1008:84 1006:. 994:^ 976:. 953:. 945:. 937:. 925:63 923:. 900:. 890:10 888:. 884:. 869:^ 853:29 851:. 828:. 818:. 810:. 798:13 796:. 792:. 769:. 759:33 757:. 745:^ 731:. 721:. 707:. 703:. 691:^ 677:. 667:35 665:. 651:^ 637:. 629:. 617:12 615:. 601:^ 585:: 583:}} 579:{{ 567:. 557:. 545:. 396:. 215:. 179:. 171:; 167:; 118:. 23:, 4163:) 4159:( 3292:e 3285:t 3278:v 2911:e 2904:t 2897:v 2798:. 2779:. 2767:: 2761:4 2750:. 2738:: 2709:. 2677:. 2671:: 2665:6 2650:. 2638:: 2602:. 2578:: 2551:. 2524:. 2502:: 2483:. 2477:: 2471:2 2450:. 2446:: 2417:. 2405:: 2389:6 2372:. 2360:: 2340:. 2334:: 2324:: 2297:. 2273:: 2267:3 2246:. 2224:: 2197:. 2177:: 2159:: 2136:. 2116:: 2079:. 2057:: 2025:. 1993:. 1981:: 1945:. 1939:: 1912:. 1908:: 1885:. 1881:: 1858:) 1844:. 1824:: 1800:. 1780:: 1757:. 1745:: 1722:. 1718:: 1678:. 1656:: 1650:3 1629:. 1605:. 1599:: 1553:: 1523:. 1517:: 1490:. 1486:: 1463:. 1451:: 1418:. 1412:: 1406:2 1382:. 1357:. 1353:: 1330:. 1318:: 1310:: 1280:. 1268:: 1262:8 1238:. 1226:: 1196:. 1192:: 1186:2 1166:. 1162:: 1136:. 1124:: 1098:. 1094:: 1058:. 1054:: 1018:. 1014:: 988:. 984:: 978:4 961:. 941:: 908:. 896:: 863:. 859:: 836:. 804:: 777:. 765:: 739:. 715:: 709:8 685:. 673:: 645:. 633:: 595:) 575:. 553:: 518:) 262:-

Index

cognitive psychology
working memory
Cognitive Load (CL)
instructional design
pedagogy
schema
problem solving
John Sweller
instructional design
Task-invoked pupillary response
working memory
John Sweller
problem solving
information processing
working memory
schema
instructional materials
G.A. Miller
working memory capacity
seven plus or minus two units
short-term memory
schema
John Sweller
means-ends analysis
modality effect
split-attention effect
worked-example effect
expertise reversal effect
instructional design
differential equation

Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.