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Effects of formative assessment in an augmented reality approach to conducting ubiquitous learning activities for architecture courses

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Abstract

Augmented reality (AR) is helpful in leading students to observe real-world learning targets with supports from online learning resources using mobile and wireless communication technologies. In this study, an AR-based learning system for an architecture course is proposed based on a formative assessment mechanism, which guides students to find answers on their own by giving hints when they fail to correctly answer questions. To evaluate the effectiveness of the proposed approach, an experiment has been conducted in the Museum of World Religions for a university architecture course. A total of 39 students were randomly assigned to an experimental group learning with the proposed approach and a control group learning with the conventional AR-based learning. The experimental results showed that the AR-based learning with the formative assessment mechanism significantly improved the students’ learning achievements and motivation, while also reducing their cognitive load.

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References

  1. Afolabi, A., Adagunodo, E.R.: Application of fingerprint security technique in UBIQUITOUS learning system. Int. J. Eng. Res. Technol. 3(2), 2333–2336 (2014)

    Google Scholar 

  2. Bell, B., Cowie, B.: The characteristics of formative assessment in science education. Sci. Educ. 85(5), 536–553 (2001)

    Article  Google Scholar 

  3. Bennett, R.E.: Formative assessment: a critical review. Assess. Educ. Princ. Policy Pract. 18(1), 5–25 (2011)

    Google Scholar 

  4. Black, P., Wiliam, D.: Inside the Black Box: Raising Standards Through Classroom Assessment. Granada Learning, London (1998)

    Google Scholar 

  5. Blasco-Arcas, L., Buil, I., Hernández-Ortega, B., Sese, F.J.: Using clickers in class. The role of interactivity, active collaborative learning and engagement in learning performance. Comput. Educ. 62, 102–110 (2013)

    Article  Google Scholar 

  6. Bloch, J.: Rousseauism and Education in Eighteen-Century France. Voltaire Foundation, Oxford (1995)

    Google Scholar 

  7. Burleson, W.: Developing creativity, motivation, and self-actualization with learning systems. Int. J. Hum. Comput. Stud. 63(3), 436–451 (2005)

    Article  Google Scholar 

  8. Chen, C.C., Huang, T.C.: Learning in a u-Museum: developing a context-aware ubiquitous learning environment. Comput. Educ. 59(3), 843–883 (2012)

    Article  Google Scholar 

  9. Chen, C.C., Lin, P.H.: Development and evaluation of a context-aware ubiquitous learning environment for astronomy education. Interact. Learn. Environ. 24(3), 644–661 (2016)

    Article  Google Scholar 

  10. Chen, C.H., Liu, G.Z., Hwang, G.J.: Interaction between gaming and multistage guiding strategies on students’ field trip mobile learning performance and motivation. Br. J. Educ. Technol. 47(6), 1032–1050 (2015)

    Article  Google Scholar 

  11. Chen, C.H., Hwang, G.J., Tsai, C.H.: A progressive prompting approach to conducting context-aware learning activities for natural science courses. Interact. Comput. 26(4), 348–359 (2014)

    Article  Google Scholar 

  12. Chu, H.C., Chen, J.M., Yang, K.H., Lin, C.W.: Development and application of a repertory grid-oriented knowledge construction augmented reality learning system for context-aware ubiquitous learning. Int. J. Mob. Learn. Organ. 10(1–2), 40–60 (2016)

    Article  Google Scholar 

  13. Chu, H.C., Hwang, G.J., Tsai, C.C., Tseng, J.C.: A two-tier test approach to developing location-aware mobile learning systems for natural science courses. Comput. Educ. 55(4), 1618–1627 (2010)

    Article  Google Scholar 

  14. Crisp, R.J., Stathi, S., Turner, R.N., Husnu, S.: Imagined intergroup contact: theory, paradigm, and practice. Soc. Personal. Psychol. Compass 2, 1–8 (2008)

    Article  Google Scholar 

  15. Derry, S.J., Lajoie, S.P.: A middle camp for (Un) intelligent instructional computing: an introduction. In: Computers as Cognitive Tools, vol. 1. Routledge, New York, London (2013)

    Google Scholar 

  16. Di Serio, Á., Ibáñez, M.B., Kloos, C.D.: Impact of an augmented reality system on students’ motivation for a visual art course. Comput. Educ. 68, 586–596 (2012)

    Article  Google Scholar 

  17. Dunleavy, M., Dede, C.: Augmented reality teaching and learning. In: Handbook of Research on Educational Communications and Technology, pp. 735–745 (2014)

  18. Furió, D., Gonzalez-Gancedo, S., Juan, M., Seguí, I., Rando, N.: Evaluation of learning outcomes using an educational iPhone game vs. traditional game. Comput. Educ. 64, 1–23 (2013)

    Article  Google Scholar 

  19. Genc, E.: Development and validation of an instrument to evaluate science teachers’ assessment beliefs and practices. Doctoral dissertation, College of Education, Florida State University (2005)

  20. Gikandi, J.W., Morrow, D., Davis, N.E.: Online formative assessment in higher education: a review of the literature. Comput. Educ. 57, 2333–2351 (2011)

    Article  Google Scholar 

  21. Gipps, C.: Beyond Testing: Towards a Theory of Educational Assessment. Falmer Press, London (1994)

    Google Scholar 

  22. Hooshyar, D., Ahmad, R.B., Yousefi, M., Yusop, F.D., Horng, S.J.: Applying an online game-based formative assessment in a flowchart-based intelligent tutoring system for improving problem-solving skills. Comput. Educ. 94, 8–36 (2015)

    Google Scholar 

  23. Hosking, J.G., Floresco, S.B., Winstanley, C.A.: Dopamine antagonism decreases willingness to expend physical, but not cognitive, effort: a comparison of two rodent cost/benefit decision-making tasks. Neuropsychopharmacology 40(4), 1005–1015 (2015)

    Article  Google Scholar 

  24. Hsiao, H.S., Chang, C.S., Lin, C.Y., Wang, Y.Z.: Weather observers: a manipulative augmented reality system for weather simulations at home, in the classroom, and at a museum. Interact. Learn. Environ. 24(1), 205–223 (2016)

    Article  Google Scholar 

  25. Huk, T., Ludwigs, S.: Combining cognitive and affective support in order to promote learning. Learn. Instr. 19, 495–505 (2009)

    Article  Google Scholar 

  26. Hunsu, N.J., Adesope, O., Bayly, D.J.: A meta-analysis of the effects of audience response systems (clicker-based technologies) on cognition and affect. Comput. Educ. 94, 102–119 (2016)

    Article  Google Scholar 

  27. Hwang, G.J.: Definition, framework and research issues of smart learning environments-a context-aware ubiquitous learning perspective. Smart Learn. Environ. 1(1), 1 (2014)

    Article  MathSciNet  Google Scholar 

  28. Hwang, G.J., Chang, H.F.: A formative assessment-based mobile learning approach to improving the learning attitudes and achievements of students. Comput. Educ. 56(1), 1023–1031 (2011)

    Article  Google Scholar 

  29. Hwang, G.J., Chang, S.C.: Effects of a peer competition-based mobile learning approach on students’ affective domain exhibition in social studies courses. Br. J. Educ. Technol. 47(6), 1217–1231 (2015)

    Article  Google Scholar 

  30. Hwang, G.J., Chen, C.H.: Influences of an inquiry-based ubiquitous gaming design on students’ learning achievements, motivation, behavioral patterns, and tendency towards critical thinking and problem solving. Br. J. Educ. Technol. 48(4), 950–971 (2017)

    Article  Google Scholar 

  31. Hwang, G.J., Shih, J.L. Experiences of using a blended mobile learning approach to connect classroom and in-field learning activities in a local culture course. In: Seamless Learning in the Age of Mobile Connectivity, pp 319–333 (2015)

  32. Hwang, G.J., Tsai, C.C., Chu, H.C., Kinshuk, K., Chen, C.Y.: A context-aware ubiquitous learning approach to conducting scientific inquiry activities in a science park. Australas. J. Educ. Technol. 28(5), 931–947 (2012)

    Article  Google Scholar 

  33. Hwang, G.J., Tsai, C.C., Yang, S.J.H.: Criteria, strategies and research issues of context-aware ubiquitous learning. Educ. Technol. Soc. 11(2), 81–91 (2008)

    Google Scholar 

  34. Hwang, G.J., Wu, P.H., Chen, C.C., Tu, N.T.: Effects of an augmented reality-based educational game on students’ learning achievements and attitudes in real-world observations. Interact. Learn. Environ. (2015). https://doi.org/10.1080/10494820.2015.1057747

    Google Scholar 

  35. Hwang, G.J., Yang, L.H., Wang, S.Y.: A concept map-embedded educational computer game for improving students’ learning performance in natural science courses. Comput. Educ. 69, 121–130 (2013)

    Article  Google Scholar 

  36. Khan, K.S., Davies, D.A., Gupta, J.K.: Formative self-assessment using multiple true-false questions on the Internet: feedback according to confidence about correct knowledge. Med. Teach. 23(2), 158–163 (2001)

    Article  Google Scholar 

  37. Li, L., Liu, X., Steckelberg, A.L.: Assessor or assessee: how student learning improves by giving and receiving peer feedback. Br. J. Educ. Technol. 41(3), 525–536 (2010)

    Article  Google Scholar 

  38. Lin, J.W., Lai, Y.C.: Harnessing Collaborative Annotations on Online Formative Assessments. Educ Technol Soc 16(1), 263–274 (2013)

    Google Scholar 

  39. Liu, T.Y., Chu, Y.L.: Using ubiquitous games in an English listening and speaking course: impact on learning outcomes and motivation. Comput. Educ. 55(2), 630–643 (2010)

    Article  Google Scholar 

  40. Maier, U., Wolf, N., Randler, C.: Effects of a computer-assisted formative assessment intervention based on multiple-tier diagnostic items and different feedback types. Comput. Educ. 95, 85–98 (2016)

    Article  Google Scholar 

  41. McMahon, D.D., Cihak, D.F., Wright, R.E., Bell, S.M.: Augmented reality for teaching science vocabulary to postsecondary education students with intellectual disabilities and autism. J. Res. Technol. Educ. 48(1), 38–56 (2016)

    Article  Google Scholar 

  42. Narciss, S., Huth, K.: Fostering achievement and motivation with bug-related tutoring feedback in a computer-based training for written subtraction. Learn. Instr. 16(4), 310–322 (2006)

    Article  Google Scholar 

  43. Ng, E.M.: Fostering pre-service teachers’ self-regulated learning through self-and peer assessment of wiki projects. Comput. Educ. 98, 180–191 (2016)

    Article  Google Scholar 

  44. Ng, M.W.E.: Using a mixed research method to evaluate the effectiveness of formative assessment in supporting student teachers’ wiki authoring. Comput. Educ. 73, 141–148 (2014)

    Article  Google Scholar 

  45. Nicol, D., Macfarlane, D.: Formative assessment and self-regulated learning: a model and seven principles of good feedback practice. Stud. High. Educ. 31(2), 199–218 (2006)

    Article  Google Scholar 

  46. Panjaburee, P., Hwang, G.J., Triampo, W., Shih, B.Y.: A multi-expert approach for developing testing and diagnostic systems based on the concept effect model. Comput. Educ. 55, 527–540 (2010)

    Article  Google Scholar 

  47. Perrenoud, P.: From formative evaluation to a controlled regulation of learning processes. Towards a wider conceptual field. Assess. Educ. 5, 85–102 (1998)

    Article  Google Scholar 

  48. Pintrich, R.R., DeGroot, E.V.: Motivational and self-regulated learning components of classroom academic performance. Educ. Psychol. 82(1), 33–40 (1990)

    Article  Google Scholar 

  49. Puente, S.M.G., van Eijck, M., Jochems, W.: A sampled literature review of design-based learning approaches: a search for key characteristics. Int. J. Technol. Des. Educ. 23(3), 717–732 (2013)

    Article  Google Scholar 

  50. Rodrigues, F., Oliveira, P.: A system for formative assessment and monitoring of students’ progress. Comput. Educ. 76, 30–41 (2014)

    Article  Google Scholar 

  51. Sadler, D.R.: Formative assessment and the design of instructional systems. Instr. Sci. 18, 119–144 (1989)

    Article  Google Scholar 

  52. Sung, H.Y., Hwang, G.J., Liu, S.Y., Chiu, I.H.: A prompt-based annotation approach to conducting mobile learning activities for architecture design courses. Comput. Educ. 76, 80–90 (2014)

    Article  Google Scholar 

  53. Sung, H.Y., Hwang, G.J., Yen, Y.F.: Development of a contextual decision-making game for improving students’ learning performance in a health education course. Comput. Educ. 82, 179–190 (2015)

    Article  Google Scholar 

  54. Sweller, J.: Cognitive load during problem solving: effects on learning. Cognit. Sci. 12, 257–285 (1988)

    Article  Google Scholar 

  55. Sweller, J., Van Merriënboer, J.J.G., Paas, F.G.W.C.: Cognitive architecture and instructional design. Educ. Psychol. Rev. 10(3), 251–297 (1998)

    Article  Google Scholar 

  56. van der Kleij, F.M., Timmers, C.F., Eggen, T.J.: The effectiveness of methods for providing written feedback through a computer-based assessment for learning: a systematic review. Cadmo 19, 21–39 (2011)

    Google Scholar 

  57. van der Pol, J., Van den Berg, B.A.M., Admiraal, W.F., Simons, P.R.J.: The nature, reception, and use of online peer feedback in higher education. Comput. Educ. 51(4), 1804–1817 (2008)

    Article  Google Scholar 

  58. Wang, S.L., Chen, C.C., Zhang, Z.G.: A context-aware knowledge map to support ubiquitous learning activities for a u-Botanical museum. Australas. J. Educ. Technol. 31, 4 (2015)

    Article  Google Scholar 

  59. Wang, T.H.: Web-based quiz-game-like formative assessment: development and evaluation. Comput. Educ. 51(3), 1247–1263 (2008)

    Article  Google Scholar 

  60. Wang, T.H.: Developing Web-based assessment strategies for facilitating junior high school students to perform self-regulated learning in an e-Learning environment. Comput. Educ. 57(2), 1801–1812 (2011)

    Article  Google Scholar 

  61. Wang, T.H.: Developing an assessment-centered e-Learning system for improving student learning effectiveness. Comput. Educ. 73, 189–203 (2014)

    Article  Google Scholar 

  62. Wang, T.H., Wang, K.H., Wang, W.L., Huang, S.C., Chen, S.Y.: Web-based assessment and test analyses (WATA) system: development and evaluation. J. Comput. Assist. Learn. 20(1), 59–71 (2004)

    Article  Google Scholar 

  63. Wolff, M., Wagner, M.J., Poznanski, S., Schiller, J., Santen, S.: Not another boring lecture: engaging learners with active learning techniques. J. Emerg. Med. 48(1), 85–93 (2015)

    Article  Google Scholar 

  64. Wolff, M.J., Scholz, S., Akyürek, E.G., van Rijn, H.: Two visual targets for the price of one? Pupil dilation shows reduced mental effort through temporal integration. Psychon. B Rev. 22(1), 251–257 (2015)

    Article  Google Scholar 

  65. Wu, P.H., Hwang, G.J., Milrad, M., Ke, H.R., Huang, Y.M.: An innovative concept map approach for improving students’ learning performance with an instant feedback mechanism. Br. J. Educ. Technol. 43(2), 217–232 (2012)

    Article  Google Scholar 

  66. Wu, P.H., Hwang, G.J., Su, L.H., Huang, Y.M.: A context-aware mobile learning system for supporting cognitive apprenticeships in nursing skills training. Educ. Technol. Soc. 15(1), 223–236 (2012)

    Google Scholar 

  67. Yilmaz, R.M.: Educational magic toys developed with augmented reality technology for early childhood education. Comput. Hum. Behav. 54, 240–248 (2016)

    Article  Google Scholar 

  68. Yin, P.Y., Chuang, K.H., Hwang, G.J.: Developing a context-aware ubiquitous learning system based on a hyper-heuristic approach by taking real-world constraints into account. Univ. Access Inf. Soc. (2015). https://doi.org/10.1007/s10209-014-0390-z

    Google Scholar 

  69. Zarraonandia, T., Aedo, I., Díaz, P., Montero, A.: An augmented lecture feedback system to support learner and teacher communication. Br. J. Educ. Technol. 44(4), 616–628 (2013)

    Article  Google Scholar 

  70. Zimmerman, B.J., Labuhn, A.S. Self-regulation of learning: process approaches to personal development. In: Harris, K.R., Graham, S., Urdan, T. (eds.) The Educational Psychology Handbook, vol. 1. Theories, Constructs, and Critical Issues, pp. 399–425. American Psychological Association, Washington, DC (2012)

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Acknowledgements

The authors appreciate Prof. I-Hsu Chiu’s assistance in conducting the experiment. This study is supported in part by the Ministry of Science and Technology under contract number MOST 104-2511-S-031-003-MY4.

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Correspondence to Gwo-Jen Hwang.

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Chu, HC., Chen, JM., Hwang, GJ. et al. Effects of formative assessment in an augmented reality approach to conducting ubiquitous learning activities for architecture courses. Univ Access Inf Soc 18, 221–230 (2019). https://doi.org/10.1007/s10209-017-0588-y

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