{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T14:42:42Z","timestamp":1781793762399,"version":"3.54.5"},"reference-count":48,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2023,1,4]],"date-time":"2023-01-04T00:00:00Z","timestamp":1672790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Science and Technology Council (NSTC)","award":["111-2410-H-007-009"],"award-info":[{"award-number":["111-2410-H-007-009"]}]},{"name":"National Science and Technology Council (NSTC)","award":["109-2511-H-007-006-MY3"],"award-info":[{"award-number":["109-2511-H-007-006-MY3"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>This study integrated the augmented reality (AR) technology into the \u201cCoding Ocean\u201d board game to provide players with real-time simulation of ship paths and learning scaffolds. Combined with Scratch block-based programming, an interactive learning environment is developed to assist elementary school students in learning coding skills from the unplugged board game to enhance their computational thinking concepts. The AR board game is focused on the programming concepts of sequential, and\/or and loop. Through the process of treasure hunting, the basic concepts of computational thinking can be developed, i.e., abstraction, problem decomposition, pattern recognition and algorithmic thinking. In order to investigate the learning effectiveness of the AR board game on computational thinking and programming skills, a number of 51 third graders from an elementary school were recruited as research samples. The experimental group (n = 26) used the AR board game and the control group (n = 25) used the traditional board game for game-based learning. The experimental results indicate: (1) the learning effectiveness of computational thinking for the experimental group was significantly higher than that of the control group; (2) the learning achievement of the block-based programming skills for the experimental group was significantly higher than that of the control group; (3) the cognitive load of the experimental group was significantly lower than that of the control group. The AR technology can combine the unplugged board games with plugged learning modules to assist students in game-based learning, which is useful for enhancing computational thinking abilities while reducing the cognitive load.<\/jats:p>","DOI":"10.3390\/systems11010025","type":"journal-article","created":{"date-parts":[[2023,1,5]],"date-time":"2023-01-05T01:33:30Z","timestamp":1672882410000},"page":"25","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":29,"title":["Effectiveness of AR Board Game on Computational Thinking and Programming Skills for Elementary School Students"],"prefix":"10.3390","volume":"11","author":[{"given":"Shih-Yun","family":"Huang","sequence":"first","affiliation":[{"name":"Institute of Learning Sciences and Technologies, National Tsing Hua University, Hsinchu 300044, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wernhuar","family":"Tarng","sequence":"additional","affiliation":[{"name":"Institute of Learning Sciences and Technologies, National Tsing Hua University, Hsinchu 300044, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4745-9751","authenticated-orcid":false,"given":"Kuo-Liang","family":"Ou","sequence":"additional","affiliation":[{"name":"Institute of Learning Sciences and Technologies, National Tsing Hua University, Hsinchu 300044, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2023,1,4]]},"reference":[{"key":"ref_1","unstructured":"Australian Government (2022, November 30). Australia 2030: Prosperity through Innovation, Available online: https:\/\/www.industry.gov.au\/publications\/australia-2030-prosperity-through-innovation."},{"key":"ref_2","unstructured":"Google for Education (2022, November 30). Computational Thinking. Available online: https:\/\/edu.google.com\/intl\/ALL_us\/latest-news\/future-of-the-classroom\/computational-thinking."},{"key":"ref_3","unstructured":"Education Estonia (2022, November 30). ProgeTiger\u2014Estonian Way to Create Interest in Technology. Available online: https:\/\/www.educationestonia.org\/progetiger\/."},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Wong, G.K., Cheung, H.Y., Ching, E.C., and Huen, J.M. (2015, January 10\u201312). School perceptions of coding education in K-12: A large scale quantitative study to inform innovative practices. Proceeding of the 2015 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, Zhuhai, China.","DOI":"10.1109\/TALE.2015.7386007"},{"key":"ref_5","unstructured":"Balanskat, A., and Engelhardt, K. (2015). Computing Our Future: Computer Programming and Coding Priorities, School Curricula and Initiatives across Europe, European Schoolnet."},{"key":"ref_6","unstructured":"Ministry of Education, Republic of China (Taiwan) (2022, November 30). Curriculum Guidelines of 12-Year Basic Education for Elementary School, Junior High and General Senior High Schools\u2014The Domain of Technology. Available online: https:\/\/cirn.moe.edu.tw\/WebContent\/index.aspx?sid=11&mid=13545."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1145\/1118178.1118215","article-title":"Computational thinking","volume":"49","author":"Wing","year":"2006","journal-title":"Commun. ACM"},{"key":"ref_8","unstructured":"New Media Consortium (2022, November 30). The NMC Horizon Report: 2017 Higher Education Edition. Available online: https:\/\/library.educause.edu\/-\/media\/files\/library\/2017\/2\/2017horizonreporthe.pdf."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"38","DOI":"10.3102\/0013189X12463051","article-title":"Computational thinking in K-12: A review of the state of the field","volume":"42","author":"Grover","year":"2013","journal-title":"Educ. Res."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1504\/IJTEL.2019.100478","article-title":"Evaluating a course for teaching introductory programming with Scratch to pre-service kindergarten teachers","volume":"11","author":"Kalogiannakis","year":"2019","journal-title":"Int. J. Technol. Enhanc. Learn."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"58","DOI":"10.4018\/IJWLTT.2017100106","article-title":"The appropriateness of Scratch and App Inventor as educational environments for teaching introductory programming in primary and secondary education","volume":"12","author":"Papadakis","year":"2017","journal-title":"Int. J. Web-Based Learn. Teach. Technol."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"470","DOI":"10.1016\/j.chb.2017.09.025","article-title":"Learning computational thinking and scratch at distance","volume":"80","author":"Marcelino","year":"2018","journal-title":"Comput. Hum. Behav."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1177\/00472395211018801","article-title":"Computer science unplugged: A systematic literature review","volume":"50","author":"Battal","year":"2021","journal-title":"J. Educ. Technol. Syst."},{"key":"ref_14","unstructured":"The Asia International Children and Teens Coding Education Association (ACTC) (2022, November 30). Hey! Let\u2019s Play Coding!. Available online: https:\/\/www.csunplugged.net\/."},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Brackmann, C.P., Rom\u00e1n-Gonz\u00e1lez, M., Robles, G., Moreno- Le\u00f3n, J., Casali, A., and Barone, D. (2017, January 8\u201310). Development of computational thinking skills through unplugged activities in primary school. Proceedings of the 12th Workshop on Primary and Secondary Computing Education, Nijmegen, The Netherlands.","DOI":"10.1145\/3137065.3137069"},{"key":"ref_16","unstructured":"Papacode (2022, November 30). A Board Game for Programming Education. Available online: http:\/\/www.papacode.com.tw\/."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1162\/pres.1997.6.4.355","article-title":"A Survey of augmented reality","volume":"6","author":"Azuma","year":"1997","journal-title":"Presence Teleoperators Virtual Environ."},{"key":"ref_18","first-page":"1321","article-title":"A taxonomy of mixed reality visual displays","volume":"77","author":"Milgram","year":"1994","journal-title":"IEICE Trans. Inf. Syst."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1007\/s10956-012-9405-9","article-title":"Affordances of augmented reality in science learning: Suggestions for future research","volume":"22","author":"Cheng","year":"2013","journal-title":"J. Sci. Educ. Technol."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.compedu.2013.09.004","article-title":"Experimenting with electromagnetism using augmented reality: Impact on flow student experience and educational effectiveness","volume":"71","author":"Kloos","year":"2014","journal-title":"Comput. Educ."},{"key":"ref_21","unstructured":"Johnson, L., Adams Becker, S., Cummins, M., Estrada, V., Freeman, A., and Hall, C. (2016). NMC Horizon Report: 2016 Higher Education Edition, The New Media Consortium."},{"key":"ref_22","first-page":"166","article-title":"Apply an augmented reality in a mobile guidance to increase sense of place for heritage places","volume":"18","author":"Chang","year":"2015","journal-title":"Educ. Technol. Soc."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"901","DOI":"10.1177\/0735633116689789","article-title":"Augmented reality game-based learning: Enriching students\u2019 experience during reading comprehension activities","volume":"55","author":"Baldiris","year":"2017","journal-title":"J. Educ. Comput. Res."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"404","DOI":"10.1080\/10494820.2018.1528286","article-title":"The potential of implementing augmented reality into vocational higher education through mobile learning","volume":"4","author":"Radosavljevic","year":"2020","journal-title":"Interact. Learn. Environ."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1177\/0022219420906452","article-title":"Using video-based instruction via augmented reality to teach mathematics to middle school students with learning disabilities","volume":"53","author":"Kellems","year":"2020","journal-title":"J. Learn. Disabil."},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Polya, G. (1945). How to Solve It, Doubleday. [2nd ed.].","DOI":"10.1515\/9781400828678"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"1373","DOI":"10.1126\/science.157.3795.1373.c","article-title":"Computer Science","volume":"157","author":"Newell","year":"1967","journal-title":"Science"},{"key":"ref_28","unstructured":"Knuth, D. (2011). The Art of Computer Programming, Addison-Wesley. [3rd ed.]."},{"key":"ref_29","unstructured":"Papert, S. (1980). Mindstorms: Children, Computers and Powerful Ideas, Basic Books, Inc."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1016\/0167-739X(89)90038-1","article-title":"Grand challenges to computational science","volume":"5","author":"Wilson","year":"1989","journal-title":"Future Gener. Comput. Syst."},{"key":"ref_31","first-page":"7","article-title":"Computational thinking\u2019s influence on research and education for all","volume":"25","author":"Wing","year":"2017","journal-title":"Ital. J. Educ. Technol."},{"key":"ref_32","unstructured":"Ministry of Education, Republic of China (Taiwan) (2022, November 30). Computational Thinking in Taiwan. Available online: https:\/\/compthinking.csie.ntnu.edu.tw\/."},{"key":"ref_33","unstructured":"CSTA (2022, August 20). CSTA K\u201312 CS Standards. Available online: https:\/\/www.csteachers.org\/page\/glossary."},{"key":"ref_34","unstructured":"ACARA (2022, August 03). Australian CURRICULUM Digital Technologies: Sequence of Content F-10. Available online: https:\/\/www.australiancurriculum.edu.au\/f-10-curriculum\/technologies\/digital-technologies\/."},{"key":"ref_35","unstructured":"GOV.UK (2022, November 30). National Curriculum in England: Computing Programmes of Study, Available online: https:\/\/www.gov.uk\/government\/publications\/national-curriculum-in-england-computing-programmes-of-study."},{"key":"ref_36","unstructured":"Google for Education (2022, August 16). Exploring Computational Thinking. Available online: http:\/\/www.google.com\/edu\/computational-thinking."},{"key":"ref_37","unstructured":"British Broadcast Company (2022, October 05). Introduction to Computational Thinking. Available online: https:\/\/www.bbc.co.uk\/bitesize\/guides\/zp92mp3\/revision\/1."},{"key":"ref_38","unstructured":"International Society for Technology in Education (ISTE) (2022, September 03). Explore the ISTE Student Standards. Available online: https:\/\/www.iste.org\/standards\/for-students."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1207\/s15516709cog1202_4","article-title":"Cognitive load during problem solving: Effects on learning","volume":"12","author":"Sweller","year":"1988","journal-title":"Cogn. Sci."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1037\/0022-0663.81.4.457","article-title":"Cognitive technology: Some procedures for facilitating learning and problem solving in mathematics and science","volume":"81","author":"Sweller","year":"1989","journal-title":"J. Educ. Psychol."},{"key":"ref_41","first-page":"411","article-title":"On the limited evidence for the effectiveness of teaching general problem-solving strategies","volume":"21","author":"Sweller","year":"1990","journal-title":"J. Res. Math. Educ."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1037\/0022-0663.84.4.429","article-title":"Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach","volume":"84","author":"Paas","year":"1992","journal-title":"J. Educ. Psychol."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1023\/A:1022193728205","article-title":"Cognitive architecture and instructional design","volume":"10","author":"Sweller","year":"1998","journal-title":"Educ. Psychol. Rev."},{"key":"ref_44","first-page":"425","article-title":"Cognitive load theory and the role of learner experience: An abbreviated review for educational practitioners","volume":"16","author":"Artino","year":"2008","journal-title":"AACE J."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1111\/j.1365-2923.2009.03498.x","article-title":"Cognitive load theory in health professional education: Design principles and strategies","volume":"44","author":"Sweller","year":"2010","journal-title":"Med. Educ."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1007\/s10648-010-9128-5","article-title":"Element interactivity and intrinsic, extraneous, and germane cognitive load","volume":"22","author":"Sweller","year":"2010","journal-title":"Educ. Psychol. Rev."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1007\/s10648-008-9096-1","article-title":"The scientific value of cognitive load theory: A research agenda based on the structuralist view of theories","volume":"21","author":"Gerjets","year":"2009","journal-title":"Educ. Psychol. Rev."},{"key":"ref_48","unstructured":"Bebras (2022, December 01). International Challenge on Informatics and Computational Thinking. Available online: https:\/\/www.bebras.org\/examples.html."}],"container-title":["Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2079-8954\/11\/1\/25\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T17:59:10Z","timestamp":1760119150000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2079-8954\/11\/1\/25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,4]]},"references-count":48,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2023,1]]}},"alternative-id":["systems11010025"],"URL":"https:\/\/doi.org\/10.3390\/systems11010025","relation":{},"ISSN":["2079-8954"],"issn-type":[{"value":"2079-8954","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1,4]]}}}