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Computing education

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problem focused curriculum has been found to be the most effective, giving students puzzles, games, or small programs to interact with and create. Rather than applying techniques or strategies learned to tests or quizzes, students must use material learned in class to complete the programs and show they are following the class. On top of this, it has been found that developing teaching methods that seek to improve and guide students problem-solving and creative abilities tend to help them succeed in computer science and other classes. The problem-solving aspect of computer science education is often the hardest part to deal with as many students can struggle with the concept, especially when it is likely they have not had to apply in such a way before this point.
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point where anyone who wasn't an expert could get anything out of it. It was soon realized however, that mathematicians were not a good fit for computer science work and that there would be a need for people fully focused around the subject. As time went on, there was a greater need for those who were specifically trained in computer programming to match the demands of a world becoming more and more dependent on the use of computers. Initially, only colleges and universities offered computer programming courses, but as time went on, high schools and even middle schools implemented computer science programs.
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areas with not a lot of people, to struggle to hire the teachers necessary to provide a good computer science curriculum. Another issue with the teacher side of the discipline is the nature of computer science itself, and that a standard teaching structure using slides and textbooks has often been found to be ineffective. Computer science is a very problem solving oriented subject and it has often been found that teaching can be more effective when approaching it from this perspective rather than the standard lecture format.
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computers for each and every student that wanted to learn the discipline. Due to this, computing education suffered in many areas with little to no funding left over to adequately teach the subject. This is the main reason why computing education is either extremely lackluster or non-existent in many schools across the United States and UK. The subject's unpopularity for many years mostly stems from it being reserved for those who could afford the necessary equipment and software to effectively teach it.
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Courses (MOOCs) have played a significant role in promoting computer science education and making coding accessible to students worldwide; especially making a difference for women, underprivileged and underrepresented communities. These online learning platforms have also made computing education more accessible, allowing individuals to learn coding remotely. Additionally, we see technology increasingly being found in numerous fields like health, business and technology.
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a male dominated field, pursued by people who are nerdy and lack social skills. All these characteristics seem to be more damaging for a woman as compared to a man. Therefore, to break these stereotypes and to engage more women in computer science, it is crucial that there are special outreach programs designed to develop interest in girls starting at the middle school level and prepare them for an academic track towards the hard sciences.
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aspect. This is especially true for high-school, where few other subjects demand as high caliber of problem-solving ability as computer science. This is compounded by the fact that computer science is a very different discipline from most other subjects, meaning that many students who encounter it for the first time can struggle a lot.
404:. According to a 2021 report, only 51% of high schools in the US offer computer science. Elementary CS teachers in particular have lower CS teaching efficacy and have fewer chances to implement CS into their instruction than their middle and high school peers. Connecting CS teachers to resources and peers using methods such as 336:. The field of computer science education encompasses a wide range of topics, from basic programming skills to advanced algorithm design and data analysis. It is a rapidly growing field that is essential to preparing students for careers in the technology industry and other fields that require computational skills. 455:
college. These opportunities often involve rigorous courses that are more geared to getting people ready for the workforce rather than a more academic focus. Coding bootcamps have become a great way for people to break out into the computer science market without having to go to school all over again.
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Computer science is also notorious for being a very difficult subject in schools, with high failure and dropout rates over the years it has been taught. This is usually attributed to the fact that computer science as a subject is very problem-solving heavy and a lot of students can struggle with this
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The main reason for the failure of these programs is because almost all of them focused on girls in high school or higher levels of education. Researchers argue that by then women have already made up their mind and stereotypes start to form about computer scientists. Computer Science is perceived as
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This problem mainly arises due to the lack of interests of girls in computing starting from the primary level. Despite numerous efforts by programs specifically designed to increase the ratio of women in this field, no significant improvement has been observed. Furthermore, a declining trend has been
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In many countries, there is a significant gender gap in computer science education. In 2015, 15.3% of computer science students graduating from non-doctoral granting institutions in the US were women while at doctoral granting institutions, the figure was 16.6%. The number of female PhD recipients in
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Computing education research (CER) or Computer science education research is an interdisciplinary field that focuses on studying the teaching and learning of computer science. It is a subfield of both computer science and education research, and is concerned with understanding how computer science is
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In the early days of computer programming, there wasn't really a need for setting up any kind of education system, as the only people working with computers at the time were early scientists and mathematicians. Computer programming wasn't nearly popular enough to warrant being taught, nor was it at a
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Over the years, computing education has faced many various issues that have in one way or another contributed to its unpopularity. One of the most impactful of these issues is the equipment cost of effectively teaching the discipline. In the past, there were not many affordable options for providing
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are effective in elementary and middle schools as a good introduction to how programming languages function with a simple and easy to understand block-based programming structure. Once students have gotten a grasp for the very basics of programming through these languages, usually teachers will move
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Something else that has become popular in more recent times are online coding courses and coding bootcamps. Due to the nature of computer science as a discipline, there are many who realize there interest for it only later in life, or maybe it wasn't widely available when they attend high school or
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In addition to preparing students for careers in the technology industry, computer science education also promotes computational thinking skills, which are valuable in many fields, including business, healthcare, and education. By learning to think algorithmically and solve problems systematically,
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There have also been issues with finding and training good teachers for the subject. Many schools in the past didn't see the value in paying for training for teachers to be able to teach computer science or get the licenses required. This has led to many schools in disadvantaged areas, or simply
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Recently, computational education has had an increased emphasis on incorporating computational knowledge into education on all levels. This is due to the world becoming more and more technologically driven. Organizations like Code.org and initiatives like the Hour of Code and Massive Open Online
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Evidently, there are a few countries in Asia and Africa where these stereotypes do not exist and women are encouraged for a career in science starting at the primary level, thus resulting in a gender gap that is virtually nonexistent. In 2011, women earned half of the computer science degrees in
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Effective teaching methods in computer science often differ from that of other subjects as the standard slideshow and textbook format often used in schools has been found to be less effective compared to standard academic subjects. Due to the problem-solving nature of computer science, a kind of
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Computer science education is essential to preparing students for the 21st century workforce. As technology becomes increasingly integrated into all aspects of society, the demand for skilled computer scientists is growing. According to the Bureau of Labor Statistics, employment of computer and
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Computer science education researchers are interested in promoting diversity and inclusion in computer science education. This may involve studying the factors that contribute to under representation of certain groups in computer science, and developing interventions to promote inclusivity and
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Computer science education research emerged as a field of study in the 1970s, when researchers began to explore the effectiveness of different approaches to teaching computer programming. Since then, the field has grown to encompass a wide range of topics related to computer science education,
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Researchers in computer science education seek to design curricula that are effective and engaging for students. This may involve studying the effectiveness of different programming languages, or developing new pedagogical approaches that promote active learning.
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Computer science education researchers are interested in developing effective ways to assess student learning outcomes. This may involve developing new measures of student knowledge or skills, or evaluating the effectiveness of different assessment methods.
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education is relatively new in the United States with many K-12 CS teachers facing obstacles to integrating CS instruction such as professional isolation, limited CS professional development resources, and low levels of CS teaching
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Researchers in computer science education are interested in exploring different teaching methods and instructional strategies. This may involve studying the effectiveness of lectures, online tutorials, or peer-to-peer learning.
442:. Despite this, it isn't completely necessary to focus on the most popular or used coding languages as much of computer science is built off of learning good coding practices that can be applied to any language in some form. 416:
As with most disciplines, computer science benefits from using different tools and strategies at different points in a student's development to ensure they get the most out of the teaching. Visual programming languages like
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Despite the challenges faced by the discipline, computer science continues to grow in popularity as a subject as technology grows and computers become more and more important in the classroom as well as in everyday life.
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Another differentiator of computer science education is that it has primarily only been taught at university level until recently, with some notable exceptions in Israel, Poland and the United Kingdom with the
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Bruckman, Amy; Biggers, Maureen; Ericson, Barbara; McKlin, Tom; Dimond, Jill; DiSalvo, Betsy; Hewner, Mike; Ni, Lijun; Yardi, Sarita (2009). "Georgia computes! Improving the computing education pipeline".
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One of the primary goals of computer science education research is to improve the teaching and learning of computer science. To this end, researchers study a variety of topics, including:
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which celebrated its 50th anniversary in 2018, making it one of the oldest and longest running ACM Special Interest Groups. An outcome of computing education research are
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Rogers, Yvonne; Shum, Venus; Marquardt, Nic; Lechelt, Susan; Johnson, Rose; Baker, Howard; Davies, Matt (2017). "From the BBC micro to micro:bit and beyond".
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taught, learned, and assessed in a variety of settings, such as K-12 schools, colleges and universities, and online learning environments.
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Garneli, V., Giannakos, M. N., & Chorianopoulos, K. (March 2015). Computing education in K-12 schools: A review of the literature. In
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information technology occupations is projected to "grow 21 percent from 2021 to 2031", much faster than the average for all occupations.
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Morreale, P., & Joiner, D. (2011). Changing perceptions of computer science and computational thinking among high school teachers.
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Cheah, C. S. (2020). Factors contributing to the difficulties in teaching and learning of computer programming: A literature review.
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has been shown to help CS and STEM teachers improve their teaching self-efficacy and implement CS topics into student instruction.
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the US was 19.3% in 2018. In almost everywhere in the world, less than 20% of the computer science graduates are female.
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from age 14 or age 16 in a few countries for a few decades, but has typically as an elective subject.
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Tedre, M., Simon, & Malmi, L. (2018). Changing aims of computing education: a historical survey.
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Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
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Schwarzhaupt, Robert; Liu, Feng; Wilson, Joseph; Lee, Fanny; Rasberry, Melissa (8 October 2021).
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Malaysia. In 2001, 55 percent of computer science graduates in Guyana were women.
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Computer science education : perspectives on teaching and learning in school
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Yadav, Aman; Gretter, Sarah; Hambrusch, Susanne; Sands, Phil (8 December 2016).
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including curriculum design, assessment, pedagogy, and diversity and inclusion.
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Wilson, G. (2017). Building a new mythology: The coding boot-camp phenomenon.
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summertj@ufl.edu (28 September 2015). "The Languages of Computer Science".
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students can become more effective problem solvers and critical thinkers.
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https://cra.org/wp-content/uploads/2019/05/2018_Taulbee_Survey.pdf
364:, computer science (CS) education is a much younger field. In the 2316: 670: 321: 928:(2008). "Education: Paving the way for computational thinking". 542: 426:
on to an easy to use text-based programming language, such as
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2015 IEEE Global Engineering Education Conference (EDUCON)
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Fincher, Sally; Petre, Marian, eds. (26 September 2005).
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Elementary school children coding in a robotics programme
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Vitores, Anna; Gil-Juárez, Adriana (1 November 2016).
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The Cambridge Handbook of Computing Education Research
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noticed in the involvement of women in past decades.
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Top 50 computer science universities in North America
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has been around for centuries since the invention of
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The science of computing : shaping a discipline
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After the reboot: computing education in UK schools
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(2019). 676: 643: 493: 411: 347: 4331:United States Virgin Islands 2001: 1500:University of Florida Online 459:Computing education research 27:Pedagogy of computer science 7: 4093:Education in North America 1883:Computers in Human Behavior 664: 588:conditions to do so are met 502: 10: 4735: 4714:Computer science education 4538:Education in South America 2638: 1723:10.1007/s10639-020-10379-x 1417:Computer Science Education 1381:10.1186/s40594-020-00211-w 1329:10.26716/jcsi.2021.10.8.34 1174:Computer Science Education 1152:Computer Science Education 838:Cambridge University Press 314:Computer science education 18:Computer science education 4659: 4616: 4543: 4454: 4431: 4350: 4306:Saint Pierre and Miquelon 4224: 4098: 4071: 4023: 3985: 3727: 3686: 3645: 3605: 3347: 3261: 3236: 2955: 2942: 2931: 2907: 2861: 2827: 2786: 2768: 2729: 2711: 2677: 2653:Early childhood education 2646: 2633: 2583: 2413: 2360: 2182: 2035: 2007: 1996: 1895:10.1016/j.chb.2015.03.013 1762:Journal of Gender Studies 1561:Communications of the ACM 984:Communications of the ACM 930:Communications of the ACM 4509:Northern Mariana Islands 4326:Turks and Caicos Islands 3407:East Timor (Timor-Leste) 3003:Central African Republic 1094:. Taylor & Francis. 976:"Computational thinking" 384:in the 1980s as part of 4474:Cocos (Keeling) Islands 3668:Cocos (Keeling) Islands 1634:10.1145/3183559.3183560 1502:. Retrieved 2024-08-04. 997:10.1145/1118178.1118215 942:10.1145/1378704.1378713 781:10.1145/1539024.1508899 512:Diversity and inclusion 260:Participant observation 255:Multivariate statistics 88:International education 4256:British Virgin Islands 3770:Bosnia and Herzegovina 1057:10.1098/rsta.2008.0118 737:. London: Bloomsbury. 539:Special Interest Group 530: 395:Primary and secondary 334:computational thinking 310: 4457:and other territories 4196:Saint Kitts and Nevis 3163:São Tomé and Príncipe 3023:Republic of the Congo 1215:Tedre, Matti (2015). 1100:10.1201/9781482287325 846:10.1017/9781108654555 804:"Computing education" 528: 362:mathematics education 308: 220:Conversation analysis 4719:Education by subject 4345:Education in Oceania 3721:Education in Europe 3582:United Arab Emirates 2949:Education in Africa 2172:Instructional design 1820:on 24 September 2015 1489:(pp. 543–551). IEEE. 521:Research communities 366:history of computing 240:Factorial experiment 34:Educational research 4211:Trinidad and Tobago 4106:Antigua and Barbuda 3986:States with limited 3609:limited recognition 3238:States with limited 2937:Education by region 2663:Secondary education 2575:Teaching philosophy 2478:Pedagogical pattern 2421:21st century skills 2400:Religious education 2043:Aims and objectives 1622:ACM SIGCSE Bulletin 1429:2016CSEd...26..235Y 1186:2018CSEd...28..158T 1049:2008RSPTA.366.3717W 1043:(1881): 3717–3725. 769:ACM SIGCSE Bulletin 575:of this section is 318:computing education 113:Religious education 4672:Schools portal 4146:Dominican Republic 3341:Education in Asia 2668:Tertiary education 2606:Learning resources 2097:Education sciences 1808:gender is science" 1670:. 10 February 2017 1616:Morrison, Briana; 531: 356:In comparison to 328:the discipline of 311: 225:Discourse analysis 131:Curricular domains 53:Education sciences 48:Curriculum studies 4701: 4700: 4655: 4654: 4651: 4650: 4623:other territories 4532: 4531: 4524:Wallis and Futuna 4432:Associated states 4339: 4338: 4228:other territories 4087: 4086: 3714: 3713: 3651:other territories 3334: 3333: 3265:other territories 3038:Equatorial Guinea 2927: 2926: 2902: 2901: 2898: 2897: 2893: 2892: 2889: 2888: 2884: 2883: 2821: 2820: 2816: 2815: 2812: 2811: 2807: 2806: 2762: 2761: 2757: 2756: 2753: 2752: 2748: 2747: 2705: 2704: 2700: 2699: 2658:Primary education 2629: 2628: 2518:Dialogic learning 2488:Teacher retention 2441:Critical thinking 2436:Class arrangement 2405:Special education 2080:Standardized test 2063:Course evaluation 1605:. 11 August 2021. 1226:978-1-4822-1769-8 1109:978-1-4822-8732-5 1029:Wing, Jeanette M. 972:Wing, Jeanette M. 825:Fincher, Sally A. 744:978-1-350-05711-1 616: 615: 608: 485:Curriculum design 358:science education 301: 300: 118:Teacher education 98:Special education 93:School counseling 16:(Redirected from 4726: 4691: 4690: 4681: 4680: 4670: 4669: 4668: 4643: 4631:Falkland Islands 4545:Sovereign states 4534: 4533: 4514:Pitcairn Islands 4484:French Polynesia 4469:Christmas Island 4398:Papua New Guinea 4378:Marshall Islands 4351:Sovereign states 4341: 4340: 4296:Saint Barthélemy 4226:Dependencies and 4099:Sovereign states 4089: 4088: 4024:Dependencies and 3728:Sovereign states 3716: 3715: 3704: 3694: 3693: 3663:Christmas Island 3349:Sovereign states 3336: 3335: 3326: 3325:(United Kingdom) 3321:Tristan da Cunha 3317:Ascension Island 3309: 3296: 3287: 3263:Dependencies and 2956:Sovereign states 2944: 2943: 2933: 2932: 2916: 2864: 2863: 2859: 2858: 2834:Higher education 2830: 2829: 2825: 2824: 2789: 2788: 2784: 2783: 2775:Secondary school 2771: 2770: 2766: 2765: 2732: 2731: 2727: 2726: 2714: 2713: 2709: 2708: 2680: 2679: 2675: 2674: 2649: 2648: 2635: 2634: 2563:Student-centered 2548:Phenomenon-based 2538:Peer instruction 2503:Blended learning 2426:Bloom's taxonomy 2390:Gifted education 2385:Education reform 2217:Computer science 1998: 1997: 1983: 1976: 1969: 1960: 1959: 1953: 1942: 1933: 1922: 1913: 1912: 1906: 1898: 1874: 1868: 1867: 1855: 1849: 1848: 1836: 1830: 1829: 1827: 1825: 1819: 1813:. Archived from 1812: 1800: 1794: 1793: 1753: 1744: 1743: 1725: 1716:(3): 2811–2829. 1701: 1692: 1686: 1680: 1679: 1677: 1675: 1660: 1654: 1653: 1613: 1607: 1606: 1599: 1593: 1592: 1552: 1546: 1535: 1529: 1518: 1503: 1496: 1490: 1483: 1474: 1473: 1471: 1463: 1457: 1456: 1408: 1402: 1401: 1383: 1359: 1350: 1349: 1331: 1307: 1296: 1295: 1259: 1253: 1252: 1246: 1238: 1212: 1206: 1205: 1165: 1159: 1148: 1139: 1138: 1136: 1134: 1120: 1114: 1113: 1085: 1079: 1078: 1068: 1025: 1019: 1018: 1008: 980: 968: 962: 961: 922: 916: 915: 899: 885: 876: 875: 835: 821: 812: 811: 808:royalsociety.org 799: 793: 792: 763: 757: 756: 727: 721: 720: 687: 611: 604: 600: 597: 591: 565: 564: 557: 547:Parsons problems 446:Teaching methods 423:MIT App Inventor 397:computer science 374:analog computers 330:computer science 320:is the field of 293: 286: 279: 149:Computer science 108:Female education 103:Gifted education 30: 29: 21: 4734: 4733: 4729: 4728: 4727: 4725: 4724: 4723: 4704: 4703: 4702: 4697: 4666: 4664: 4647: 4641: 4624: 4622: 4612: 4539: 4528: 4456: 4450: 4433: 4427: 4408:Solomon Islands 4346: 4335: 4229: 4227: 4220: 4094: 4083: 4067: 4025: 4019: 4005:Northern Cyprus 3987: 3981: 3902:North Macedonia 3723: 3710: 3682: 3650: 3641: 3622:Northern Cyprus 3608: 3601: 3343: 3330: 3329: 3324: 3307: 3294: 3285: 3266: 3264: 3257: 3241: 3239: 3232: 2951: 2938: 2923: 2922: 2903: 2894: 2885: 2877: 2870: 2848: 2836: 2817: 2808: 2800: 2795: 2777: 2758: 2749: 2741: 2736: 2720: 2701: 2693: 2686: 2642: 2625: 2579: 2498:Active learning 2493:Teaching method 2468:Learning theory 2409: 2375:Autodidacticism 2370:Adult education 2356: 2297:Performing arts 2178: 2085:Teacher quality 2075:Standards-based 2031: 2003: 1992: 1987: 1957: 1956: 1943: 1936: 1923: 1916: 1900: 1899: 1875: 1871: 1856: 1852: 1837: 1833: 1823: 1821: 1817: 1810: 1802: 1801: 1797: 1754: 1747: 1702: 1695: 1687: 1683: 1673: 1671: 1662: 1661: 1657: 1614: 1610: 1601: 1600: 1596: 1573:10.1145/2668899 1555:Cooper, Steve; 1553: 1549: 1536: 1532: 1519: 1506: 1497: 1493: 1484: 1477: 1469: 1465: 1464: 1460: 1409: 1405: 1360: 1353: 1308: 1299: 1276:10.1145/3029601 1260: 1256: 1240: 1239: 1227: 1213: 1209: 1166: 1162: 1149: 1142: 1132: 1130: 1122: 1121: 1117: 1110: 1086: 1082: 1026: 1022: 978: 969: 965: 923: 919: 912: 897: 886: 879: 856: 833: 822: 815: 800: 796: 764: 760: 745: 728: 724: 709: 688: 684: 679: 667: 646: 637: 612: 601: 595: 592: 581: 566: 562: 555: 523: 514: 505: 496: 487: 479: 477:Topics of study 470: 461: 448: 414: 350: 297: 235:Factor analysis 179:Performing arts 154:Early childhood 123:Teaching method 28: 23: 22: 15: 12: 11: 5: 4732: 4722: 4721: 4716: 4699: 4698: 4696: 4695: 4685: 4675: 4660: 4657: 4656: 4653: 4652: 4649: 4648: 4646: 4645: 4638: 4633: 4627: 4625: 4617: 4614: 4613: 4611: 4610: 4605: 4600: 4595: 4590: 4585: 4580: 4575: 4570: 4565: 4560: 4555: 4549: 4547: 4541: 4540: 4530: 4529: 4527: 4526: 4521: 4516: 4511: 4506: 4504:Norfolk Island 4501: 4496: 4491: 4486: 4481: 4476: 4471: 4466: 4464:American Samoa 4460: 4458: 4452: 4451: 4449: 4448: 4443: 4437: 4435: 4434:of New Zealand 4429: 4428: 4426: 4425: 4420: 4415: 4410: 4405: 4400: 4395: 4390: 4385: 4380: 4375: 4370: 4365: 4360: 4354: 4352: 4348: 4347: 4337: 4336: 4334: 4333: 4328: 4323: 4318: 4316:Sint Eustatius 4313: 4308: 4303: 4298: 4293: 4288: 4283: 4278: 4273: 4268: 4263: 4261:Cayman Islands 4258: 4253: 4248: 4243: 4238: 4232: 4230: 4225: 4222: 4221: 4219: 4218: 4213: 4208: 4203: 4198: 4193: 4188: 4183: 4178: 4173: 4168: 4163: 4158: 4153: 4148: 4143: 4138: 4133: 4128: 4123: 4118: 4113: 4108: 4102: 4100: 4096: 4095: 4085: 4084: 4082: 4081: 4079:European Union 4075: 4073: 4072:Other entities 4069: 4068: 4066: 4065: 4060: 4055: 4050: 4045: 4040: 4035: 4029: 4027: 4026:other entities 4021: 4020: 4018: 4017: 4012: 4007: 4002: 3997: 3991: 3989: 3983: 3982: 3980: 3979: 3977:United Kingdom 3974: 3969: 3964: 3959: 3954: 3949: 3944: 3939: 3934: 3929: 3924: 3919: 3914: 3909: 3904: 3899: 3894: 3889: 3884: 3879: 3874: 3869: 3864: 3859: 3854: 3849: 3844: 3842: 3837: 3832: 3827: 3822: 3817: 3812: 3807: 3802: 3797: 3792: 3790:Czech Republic 3787: 3782: 3777: 3772: 3767: 3762: 3757: 3752: 3747: 3742: 3737: 3731: 3729: 3725: 3724: 3712: 3711: 3709: 3708: 3698: 3687: 3684: 3683: 3681: 3680: 3675: 3670: 3665: 3660: 3654: 3652: 3643: 3642: 3640: 3639: 3634: 3629: 3624: 3619: 3613: 3611: 3603: 3602: 3600: 3599: 3594: 3589: 3584: 3579: 3574: 3569: 3564: 3559: 3554: 3549: 3544: 3539: 3534: 3529: 3524: 3519: 3514: 3509: 3504: 3499: 3494: 3489: 3484: 3479: 3474: 3469: 3464: 3459: 3454: 3449: 3444: 3439: 3434: 3429: 3424: 3419: 3414: 3409: 3404: 3399: 3394: 3389: 3384: 3379: 3374: 3369: 3364: 3359: 3353: 3351: 3345: 3344: 3332: 3331: 3328: 3327: 3310: 3297: 3288: 3274:Canary Islands 3270: 3269: 3267: 3262: 3259: 3258: 3256: 3255: 3250: 3244: 3242: 3237: 3234: 3233: 3231: 3230: 3225: 3220: 3215: 3210: 3205: 3200: 3195: 3190: 3185: 3180: 3175: 3170: 3165: 3160: 3155: 3150: 3145: 3140: 3135: 3130: 3125: 3120: 3115: 3110: 3105: 3100: 3095: 3090: 3085: 3080: 3075: 3070: 3065: 3060: 3055: 3050: 3045: 3040: 3035: 3030: 3025: 3020: 3015: 3010: 3005: 3000: 2995: 2990: 2985: 2980: 2975: 2970: 2965: 2959: 2957: 2953: 2952: 2940: 2939: 2929: 2928: 2925: 2924: 2921: 2920: 2909: 2908: 2905: 2904: 2900: 2899: 2896: 2895: 2891: 2890: 2887: 2886: 2882: 2880: 2879: 2872: 2862: 2855: 2854: 2843: 2838: 2828: 2822: 2819: 2818: 2814: 2813: 2810: 2809: 2805: 2803: 2802: 2797: 2787: 2780: 2779: 2769: 2763: 2760: 2759: 2755: 2754: 2751: 2750: 2746: 2744: 2743: 2738: 2730: 2723: 2722: 2718:Primary school 2712: 2706: 2703: 2702: 2698: 2696: 2695: 2688: 2678: 2671: 2670: 2665: 2660: 2655: 2647: 2644: 2643: 2631: 2630: 2627: 2626: 2624: 2623: 2618: 2613: 2608: 2603: 2598: 2593: 2587: 2585: 2581: 2580: 2578: 2577: 2572: 2571: 2570: 2565: 2560: 2555: 2550: 2545: 2540: 2535: 2530: 2525: 2520: 2515: 2510: 2505: 2500: 2490: 2485: 2480: 2475: 2470: 2465: 2464: 2463: 2458: 2453: 2443: 2438: 2433: 2431:Cognitive load 2428: 2423: 2417: 2415: 2411: 2410: 2408: 2407: 2402: 2397: 2392: 2387: 2382: 2377: 2372: 2366: 2364: 2358: 2357: 2355: 2354: 2349: 2344: 2339: 2334: 2329: 2324: 2319: 2314: 2309: 2304: 2299: 2294: 2289: 2284: 2279: 2274: 2269: 2264: 2259: 2254: 2249: 2244: 2239: 2234: 2229: 2224: 2219: 2214: 2209: 2204: 2199: 2194: 2188: 2186: 2180: 2179: 2177: 2176: 2175: 2174: 2164: 2159: 2154: 2149: 2144: 2139: 2134: 2129: 2124: 2119: 2114: 2109: 2104: 2102:Evidence-based 2099: 2094: 2089: 2088: 2087: 2082: 2077: 2072: 2067: 2066: 2065: 2050: 2045: 2039: 2037: 2036:By perspective 2033: 2032: 2030: 2029: 2024: 2019: 2013: 2011: 2005: 2004: 1994: 1993: 1986: 1985: 1978: 1971: 1963: 1955: 1954: 1934: 1914: 1869: 1850: 1831: 1806:[sic!] 1795: 1768:(6): 666–680. 1745: 1693: 1681: 1655: 1608: 1594: 1557:Grover, Shuchi 1547: 1530: 1504: 1491: 1475: 1458: 1423:(4): 235–254. 1403: 1351: 1297: 1254: 1225: 1219:. Boca Raton. 1207: 1180:(2): 158–186. 1160: 1140: 1115: 1108: 1080: 1020: 963: 917: 910: 877: 854: 813: 794: 758: 743: 722: 707: 691:Fincher, Sally 681: 680: 678: 675: 674: 673: 666: 663: 645: 642: 636: 633: 614: 613: 596:September 2024 569: 567: 560: 554: 551: 522: 519: 513: 510: 504: 501: 495: 492: 486: 483: 478: 475: 469: 466: 460: 457: 447: 444: 413: 410: 349: 346: 299: 298: 296: 295: 288: 281: 273: 270: 269: 268: 267: 262: 257: 252: 247: 242: 237: 232: 230:Evidence-based 227: 222: 217: 209: 208: 204: 203: 202: 201: 196: 191: 189:Social science 186: 181: 176: 171: 166: 161: 156: 151: 146: 141: 133: 132: 128: 127: 126: 125: 120: 115: 110: 105: 100: 95: 90: 85: 80: 70: 65: 60: 55: 50: 42: 41: 37: 36: 26: 9: 6: 4: 3: 2: 4731: 4720: 4717: 4715: 4712: 4711: 4709: 4694: 4686: 4684: 4676: 4674: 4673: 4662: 4661: 4658: 4644: 4639: 4637: 4636:French Guiana 4634: 4632: 4629: 4628: 4626: 4620: 4615: 4609: 4606: 4604: 4601: 4599: 4596: 4594: 4591: 4589: 4586: 4584: 4581: 4579: 4576: 4574: 4571: 4569: 4566: 4564: 4561: 4559: 4556: 4554: 4551: 4550: 4548: 4546: 4542: 4535: 4525: 4522: 4520: 4517: 4515: 4512: 4510: 4507: 4505: 4502: 4500: 4499:New Caledonia 4497: 4495: 4492: 4490: 4487: 4485: 4482: 4480: 4479:Easter Island 4477: 4475: 4472: 4470: 4467: 4465: 4462: 4461: 4459: 4453: 4447: 4444: 4442: 4439: 4438: 4436: 4430: 4424: 4421: 4419: 4416: 4414: 4411: 4409: 4406: 4404: 4401: 4399: 4396: 4394: 4391: 4389: 4386: 4384: 4381: 4379: 4376: 4374: 4371: 4369: 4366: 4364: 4361: 4359: 4356: 4355: 4353: 4349: 4342: 4332: 4329: 4327: 4324: 4322: 4319: 4317: 4314: 4312: 4309: 4307: 4304: 4302: 4299: 4297: 4294: 4292: 4289: 4287: 4284: 4282: 4279: 4277: 4274: 4272: 4269: 4267: 4264: 4262: 4259: 4257: 4254: 4252: 4249: 4247: 4244: 4242: 4239: 4237: 4234: 4233: 4231: 4223: 4217: 4216:United States 4214: 4212: 4209: 4207: 4204: 4202: 4199: 4197: 4194: 4192: 4189: 4187: 4184: 4182: 4179: 4177: 4174: 4172: 4169: 4167: 4164: 4162: 4159: 4157: 4154: 4152: 4149: 4147: 4144: 4142: 4139: 4137: 4134: 4132: 4129: 4127: 4124: 4122: 4119: 4117: 4114: 4112: 4109: 4107: 4104: 4103: 4101: 4097: 4090: 4080: 4077: 4076: 4074: 4070: 4064: 4061: 4059: 4056: 4054: 4051: 4049: 4046: 4044: 4041: 4039: 4038:Faroe Islands 4036: 4034: 4031: 4030: 4028: 4022: 4016: 4013: 4011: 4010:South Ossetia 4008: 4006: 4003: 4001: 3998: 3996: 3993: 3992: 3990: 3984: 3978: 3975: 3973: 3970: 3968: 3965: 3963: 3960: 3958: 3955: 3953: 3950: 3948: 3945: 3943: 3940: 3938: 3935: 3933: 3930: 3928: 3925: 3923: 3920: 3918: 3915: 3913: 3910: 3908: 3905: 3903: 3900: 3898: 3895: 3893: 3890: 3888: 3885: 3883: 3880: 3878: 3875: 3873: 3870: 3868: 3865: 3863: 3862:Liechtenstein 3860: 3858: 3855: 3853: 3850: 3848: 3845: 3843: 3841: 3838: 3836: 3833: 3831: 3828: 3826: 3823: 3821: 3818: 3816: 3813: 3811: 3808: 3806: 3803: 3801: 3798: 3796: 3793: 3791: 3788: 3786: 3783: 3781: 3778: 3776: 3773: 3771: 3768: 3766: 3763: 3761: 3758: 3756: 3753: 3751: 3748: 3746: 3743: 3741: 3738: 3736: 3733: 3732: 3730: 3726: 3722: 3717: 3707: 3703: 3699: 3697: 3689: 3688: 3685: 3679: 3676: 3674: 3671: 3669: 3666: 3664: 3661: 3659: 3656: 3655: 3653: 3648: 3644: 3638: 3635: 3633: 3632:South Ossetia 3630: 3628: 3625: 3623: 3620: 3618: 3615: 3614: 3612: 3610: 3604: 3598: 3595: 3593: 3590: 3588: 3585: 3583: 3580: 3578: 3575: 3573: 3570: 3568: 3565: 3563: 3560: 3558: 3555: 3553: 3550: 3548: 3545: 3543: 3540: 3538: 3535: 3533: 3530: 3528: 3525: 3523: 3520: 3518: 3515: 3513: 3510: 3508: 3505: 3503: 3500: 3498: 3495: 3493: 3490: 3488: 3485: 3483: 3480: 3478: 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: 3398: 3395: 3393: 3390: 3388: 3385: 3383: 3380: 3378: 3375: 3373: 3370: 3368: 3365: 3363: 3360: 3358: 3355: 3354: 3352: 3350: 3346: 3342: 3337: 3322: 3318: 3314: 3311: 3305: 3301: 3298: 3292: 3289: 3283: 3279: 3275: 3272: 3271: 3268: 3260: 3254: 3251: 3249: 3246: 3245: 3243: 3235: 3229: 3226: 3224: 3221: 3219: 3216: 3214: 3211: 3209: 3206: 3204: 3201: 3199: 3196: 3194: 3191: 3189: 3186: 3184: 3181: 3179: 3176: 3174: 3171: 3169: 3166: 3164: 3161: 3159: 3156: 3154: 3151: 3149: 3146: 3144: 3141: 3139: 3136: 3134: 3131: 3129: 3126: 3124: 3121: 3119: 3116: 3114: 3111: 3109: 3106: 3104: 3101: 3099: 3096: 3094: 3091: 3089: 3086: 3084: 3081: 3079: 3078:Guinea-Bissau 3076: 3074: 3071: 3069: 3066: 3064: 3061: 3059: 3056: 3054: 3051: 3049: 3046: 3044: 3041: 3039: 3036: 3034: 3031: 3029: 3026: 3024: 3021: 3019: 3016: 3014: 3011: 3009: 3006: 3004: 3001: 2999: 2996: 2994: 2991: 2989: 2986: 2984: 2981: 2979: 2976: 2974: 2971: 2969: 2966: 2964: 2961: 2960: 2958: 2954: 2950: 2945: 2941: 2934: 2930: 2919: 2915: 2911: 2910: 2906: 2881: 2876: 2873: 2869: 2868:Undergraduate 2866: 2865: 2860: 2857: 2856: 2852: 2847: 2844: 2842: 2839: 2835: 2832: 2831: 2826: 2823: 2804: 2798: 2794: 2793:Middle school 2791: 2790: 2785: 2782: 2781: 2776: 2773: 2772: 2767: 2764: 2745: 2739: 2734: 2733: 2728: 2725: 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