Evaluating Interactive Digital Exhibit Characteristics in Science Museums and Their Effects on Child Engagement

References

• Adams, M., Luke, J., & Moussouri, T. (2004). Interactivity: Moving beyond terminology. Curator: The Museum Journal, 47(2), 155–170. https://doi.org/10.1111/j.2151-6952.2004.tb00115.x
   Google Scholar
• Allen, S. (2004). Designs for learning: Studying science museum exhibits that do more than entertain. Science Education, 88(S1), S17–S33. https://doi.org/10.1002/sce.20016
   Web of Science ®Google Scholar
• Andre, L., Durksen, T., & Volman, M. L. (2017). Museums as avenues of learning for children: A decade of research. Learning Environments Research, 20(1), 47–76. https://doi.org/10.1007/s10984-016-9222-9
   Google Scholar
• Bitgood, S., Patterson, D., & Benefield, A. (1988). Exhibit design and visitor behavior: Empirical relationships. Environment and Behavior, 20(4), 474–491. https://doi.org/10.1177/0013916588204006
   Web of Science ®Google Scholar
• Block, F., Hammerman, J., Horn, M., Spiegel, A., Christiansen, J., Phillips, B., Diamond, J., Evans, E. M., & Shen, C. (2015, April). Fluid grouping: Quantifying group engagement around interactive tabletop exhibits in the wild. In B. Begole, & J. Kim (Eds.), Conference on Human Factors in Computing Systems - Proceedings (pp. 867–876). Association for Computing Machinery. https://doi.org/10.1145/2702123.2702231
   Google Scholar
• Carlson, S. (1995). From hands-on to minds-on: Model for learning in educationally oriented recreation facilities. Legacy, 6(2), 6–12.
   Google Scholar
• Cesário, V., Petrelli, D., & Nisi, V. (2020). Teenage visitor experience: Classification of behavioral dynamics in museums. In R. Bernhaupt, & F. ‘Floyd’ Mueller (Eds.), Conference on Human Factors in Computing Systems - Proceedings (pp. 1–13). Association for Computing Machinery. https://doi.org/10.1145/3313831.3376334
   Google Scholar
• Cesário, V., Radeta, M., Coelho, A., & Nisi, V. (2017). Shifting from the children to the teens’ usability: Adapting a gamified experience of a museum tour. In R. Bernhaupt, G. Dalvi, A. K. Joshi, D. Balkrishan, J. O’Neill, & M. Winckler (Eds.), Human-Computer Interaction – INTERACT 2017. INTERACT 2017. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10516 (pp. 464–468). Springer. https://doi.org/10.1007/978-3-319-68059-0_52
   Google Scholar
• Cesário, V., Radeta, M., Matos, S., & Nisi, V. (2017). The ocean game: Assessing children’s engagement and learning in a museum setting using a treasure-hunt game. In B. Schouten, P. Markopoulos, & Z. Toups (Eds.), Extended Abstracts Publication of the Annual Symposium on Computer-Human Interaction in Play (CHI PLAY ’17 Extended Abstracts) (pp. 99–109). Association for Computing Machinery. https://doi.org/10.1145/3130859.3131435
   Google Scholar
• Eghbal-Azar, K., Merkt, M., Bahnmueller, J., & Schwan, S. (2016). Use of digital guides in museum galleries: Determinants of information selection. Computers in Human Behavior, 57, 133–142. https://doi.org/10.1016/j.chb.2015.12.035
   Web of Science ®Google Scholar
• Emerson, A., Henderson, N., Rowe, J., Min, W., Lee, S., Minogue, J., & Lester, J. (2020). Early prediction of visitor engagement in science museums with multimodal learning analytics. In K. Truong, D. Heylen, & M. Czerwinski (Eds.), ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction (pp. 107–116). Association for Computing Machinery. https://doi.org/10.1145/3382507.3418890
   Google Scholar
• Falk, J., & Storksdieck, M. (2005). Using the contextual model of learning to understand visitor learning from a science center exhibition. Science Education, 89(5), 744–778. https://doi.org/10.1002/sce.20078
   Web of Science ®Google Scholar
• Falk, J. H., Cohen Jones, M., Dierking, L. D., Heimlich, J., Scott, C., & Rennie, L. (2002). A multi-institutional study of exhibition interactives in science centers and museums [Unpublished evaluation report]. Institute for Learning Innovation.
   Google Scholar
• Falk, J. H., & Dierking, L. D. (2018). Learning from museums. Rowman & Littlefield.
   Google Scholar
• Gao, L., Wan, B., Liu, G., Xie, G., Huang, J., & Meng, G. (2021). Investigating the effectiveness of virtual reality for culture learning. International Journal of Human–Computer Interaction, 37(18), 1771–1781. https://doi.org/10.1080/10447318.2021.1913858
   Web of Science ®Google Scholar
• Hassenzahl, M. (2007). The hedonic/pragmatic model of user experience. Towards a UX manifesto, 10.
   Google Scholar
• Hassenzahl, M. (2008). User experience (UX): Towards an experiential perspective on product quality. In É. Brangier, & G. Michel (Eds.), ACM International Conference Proceeding Series (pp. 11–15). Association for Computing Machinery. https://doi.org/10.1145/1512714.1512717
   Google Scholar
• Hassenzahl, M., Diefenbach, S., & Göritz, A. (2010). Needs, affect, and interactive products - Facets of user experience. Interacting with Computers, 22(5), 353–362. https://doi.org/10.1016/j.intcom.2010.04.002
   Web of Science ®Google Scholar
• Hassenzahl, M., & Tractinsky, N. (2006). User experience - A research agenda. Behaviour & Information Technology, 25(2), 91–97. https://doi.org/10.1080/01449290500330331
   Web of Science ®Google Scholar
• Hassenzahl, M., Wiklund-Engblom, A., Bengs, A., Hägglund, S., & Diefenbach, S. (2015). Experience-oriented and product-oriented evaluation: Psychological need fulfillment, positive affect, and product perception. International Journal of Human-Computer Interaction, 31(8), 530–544. https://doi.org/10.1080/10447318.2015.1064664
   Web of Science ®Google Scholar
• Huang, H., & Ng, K. H. (2021). Designing for cultural learning and reflection using IoT serious game approach. Personal and Ubiquitous Computing, 25(3), 509–524. https://doi.org/10.1007/s00779-020-01482-4
   Web of Science ®Google Scholar
• Humphrey, T., & Gutwill, J. P. (Eds.). (2017). Fostering active prolonged engagement: The art of creating APE exhibits. Routledge. https://doi.org/10.4324/9781315428291
   Google Scholar
• Jarrier, E., & Bourgeon-Renault, D. (2012). Impact of mediation devices on the museum visit experience and on visitors’ behavioural intentions. International Journal of Arts Management, 15(1), 18–29. https://hal.archives-ouvertes.fr/hal-02139835
   Web of Science ®Google Scholar
• Jin, S., Fan, M., & Kadir, A. (2022). Immersive spring morning in the Han Palace: Learning traditional Chinese art via virtual reality and multi-touch tabletop. International Journal of Human–Computer Interaction, 38(3), 213–226. https://doi.org/10.1080/10447318.2021.1930389
   Web of Science ®Google Scholar
• Kelly, L. (2016, April 6–9). The (post) digital visitor: What has (almost) twenty years of museum audience research revealed? In MW2016: Museums and the web 2016. https://mw2016.museumsandtheweb.com/paper/the-post-digital-visitorwhat-has-almost-20-years-of-museum-audience-research-revealed
   Google Scholar
• Law, E. L. C., Roto, V., Hassenzahl, M., Vermeeren, A. P. O. S., & Kort, J. (2009). Understanding, scoping and defining user experience: A survey approach. In D. R. Olsen, & R. B. Arthur (Eds.), Conference on Human Factors in Computing Systems - Proceedings (pp. 719–728). Association for Computing Machinery. https://doi.org/10.1145/1518701.1518813
   Google Scholar
• Lee, J. H., Lee, H. K., Jeong, D., Lee, J. E., Kim, T. R., & Lee, J. H. (2021). Developing museum education content: AR blended learning. International Journal of Art & Design Education, 40(3), 473–491. https://doi.org/10.1111/jade.12352
   Web of Science ®Google Scholar
• Lee, Y. Y., Lee, J. H., Ahmed, B., Son, M. G., & Lee, K. H. (2019). A new projection-based exhibition system for a museum. Journal on Computing and Cultural Heritage, 12(2), 1–17. https://doi.org/10.1145/3275522
   Google Scholar
• Leinonen, T., Brinck, J., Vartiainen, H., & Sawhney, N. (2021). Augmented reality sandboxes: Children’s play and storytelling with mirror worlds. Digital Creativity, 32(1), 38–55. https://doi.org/10.1080/14626268.2020.1868535
   Web of Science ®Google Scholar
• Leister, W., Tjøstheim, I., Schulz, T., Joryd, G., Larssen, A., & De Brisis, M. (2016). Assessing visitor engagement in science centres and museums. International Journal on Advances in Life Sciences, 8(1,2), 50–64.
   Google Scholar
• Li, Q. (2022). Effects of different types of digital exhibits on children’s experiences in science museums. The Design Journal, 25(1), 126–135. https://doi.org/10.1080/14606925.2021.2015162
   Web of Science ®Google Scholar
• Li, Q., Yoo, B., & Ding, Y. (2020). The effects of interactive digital exhibits (IDEs) on children’s experience in science museums. In International Conference on Human–Computer Interaction (pp. 215–228). Springer. https://doi.org/10.1007/978-3-030-50267-6_17
   Google Scholar
• Manghisi, V. M., Uva, A. E., Fiorentino, M., Gattullo, M., Boccaccio, A., & Monno, G. (2018). Enhancing user engagement through the user centric design of a mid-air gesture-based interface for the navigation of virtual-tours in cultural heritage expositions. Journal of Cultural Heritage, 32, 186–197. https://doi.org/10.1016/j.culher.2018.02.014
   Web of Science ®Google Scholar
• Mason, M. (2017). Visitor experience design. In A. Hossaini, & N. Blankenberg (Eds.), Manual of digital museum planning (pp. 245–268). Rowman & Littlefield.
   Google Scholar
• Mason, M. (2018). Design-driven innovation for museum entrances. In R. Parry, R. Page, & A. Moseley (Eds.), Museum thresholds (pp. 58–77). Routledge.
   Google Scholar
• Mason, M. (2020). The elements of visitor experience in post-digital museum design. Design Principles and Practices: An International Journal—Annual Review, 14(1), 1–14. https://doi.org/10.18848/1833-1874/CGP
   Google Scholar
• Melton, A. W. (1972). Visitor behavior in museums: Some early research in environmental design. Human Factors: The Journal of the Human Factors and Ergonomics Society, 14(5), 393–403. https://doi.org/10.1177/001872087201400503
   Web of Science ®Google Scholar
• Mujtaba, T., Lawrence, M., Oliver, M., & Reiss, M. J. (2018). Learning and engagement through natural history museums. Studies in Science Education, 54(1), 41–67. https://doi.org/10.1080/03057267.2018.1442820
   PubMed Web of Science ®Google Scholar
• Nicholson, S. (2012). Strategies for meaningful gamification: Concepts behind transformative play and participatory museums. Presented at Meaningful Play 2012. Lansing, Michigan. Available online at http://scottnicholson.com/pubs/meaningfulstrategies.pdf
   Google Scholar
• O’Brien, H. L., & Toms, E. G. (2008). What is user engagement? A conceptual framework for defining user engagement with technology. Journal of the American Society for Information Science and Technology, 59(6), 938–955. https://doi.org/10.1002/asi.20801
   Web of Science ®Google Scholar
• O’Brien, H. L., & Toms, E. G. (2010). The development and evaluation of a survey to measure user engagement. Journal of the American Society for Information Science and Technology, 61(1), 50–69. https://doi.org/10.1002/asi.21229
   Web of Science ®Google Scholar
• O’Brien, H. L., & Toms, E. G. (2013). Examining the generalizability of the User Engagement Scale (UES) in exploratory search. Information Processing & Management, 49(5), 1092–1107. https://doi.org/10.1016/j.ipm.2012.08.005
   Web of Science ®Google Scholar
• O’Brien, H., Paul, Cairns, Oh, J., & Sundar, S. S. (Eds.). (2016). User engagement with interactive media: A communication perspective. In Why engagement matters (pp. 177–198). Springer.
   Google Scholar
• Othman, M. K. (2012). Measuring visitors’ experiences with mobile guide technology in cultural spaces (Doctoral dissertation, University of York).
   Google Scholar
• Othman, M. K., Aman, S., Anuar, N. N., & Ahmad, I. (2021). Improving children’s cultural heritage experience using game-based learning at a living museum. Journal on Computing and Cultural Heritage, 14(3), 1–24. https://doi.org/10.1145/3453073
   Google Scholar
• Packer, J., & Ballantyne, R. (2016). Conceptualizing the visitor experience: A review of literature and development of a multifaceted model. Visitor Studies, 19(2), 128–143. https://doi.org/10.1080/10645578.2016.1144023
   Web of Science ®Google Scholar
• Parry, R. (2013). The end of the beginning: Normativity in the postdigital museum. Museum Worlds, 1(1), 24–39. https://doi.org/10.3167/armw.2013.010103
   Google Scholar
• Read, J. C., Beale, R., Fitton, D., Guo, Y., Cowan, B. R., & Horton, M. (2011). Understanding and designing cool technologies for teenagers [Paper presentation]. In D. Tan (Ed.), Conference on Human Factors in Computing Systems - Proceedings (pp. 1567–1572). Association for Computing Machinery. https://doi.org/10.1145/1979742.1979809
   Google Scholar
• Reino, S., Mitsche, N., & Frew, A. J. (2007). The contribution of technology-based heritage interpretation to the visitor satisfaction in museums. In M. Sigala, L. Mich, & J. Murphy (Eds.), Information and Communication Technologies in Tourism (pp. 341–352). Springer. https://doi.org/10.1007/978-3-211-69566-1_32
   Google Scholar
• Riwinoto, N. S. (2021). Evaluation of user engagement for augmented reality educational game using PEEM and characteristics of good model. In H. Widiastuti (Eds.), ICAE 2020 (pp. 48–57). SCITEPRESS – Science and Technology Publications. https://doi.org/10.5220/0010351500480057
   Google Scholar
• Russell, I. (1990). Visiting a science centre: What’s on offer? Physics Education, 25(5), 258–262. https://doi.org/10.1088/0031-9120/25/5/309
   Google Scholar
• Sandifer, C. (2003). Technological novelty and open‐endedness: Two characteristics of interactive exhibits that contribute to the holding of visitor attention in a science museum. Journal of Research in Science Teaching, 40(2), 121–137. https://doi.org/10.1002/tea.10068
   Web of Science ®Google Scholar
• Seo, H. J., Park, G. M., Son, M., & Hong, A.-J. (2021). Establishment of virtual-reality-based safety education and training system for safety engagement. Education Sciences, 11(12), 786. https://doi.org/10.3390/educsci11120786
   Web of Science ®Google Scholar
• Shaby, N., Assaraf, O. B. Z., & Tal, T. (2017). The particular aspects of science museum exhibits that encourage students’ engagement. Journal of Science Education and Technology, 26(3), 253–268. https://doi.org/10.1007/s10956-016-9676-7
   Web of Science ®Google Scholar
• Shaby, N., Assaraf, O. B. Z., & Tal, T. (2019). ‘I know how it works!’ student engagement with exhibits in a science museum. International Journal of Science Education, Part B: Communication and Public Engagement, 9(3), 233–252. https://doi.org/10.1080/21548455.2019.1624991
   Web of Science ®Google Scholar
• Shaby, N., Ben-Zvi Assaraf, O., & Tal, T. (2019). Engagement in a science museum–The role of social interactions. Visitor Studies, 22(1), 1–20. https://doi.org/10.1080/10645578.2019.1591855
   Web of Science ®Google Scholar
• Sundar, S. S. (2007). Social psychology of interactivity in human-website interaction. In A. N. Joinson, K. Y. A. McKenna, T. Postmes, & U.-D. Reips (Eds.), Oxford handbook of internet psychology (pp. 89–104). Oxford University Press.
   Google Scholar
• Sutcliffe, A. (2009). Designing for user engagement aesthetic and attractive user interfaces. Synthesis Lectures on Human-Centered Informatics, 2(1), 1–55. https://doi.org/10.2200/S00210ED1V01Y200910HCI005
   Google Scholar
• Sutcliffe, A., Thew, S., De Bruijn, O., Buchan, I., Jarvis, P., McNaught, J., & Procter, R. (2010). User engagement by user-centred design in e-Health. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 368(1926), 4209–4224. https://doi.org/10.1098/rsta.2010.0141
   PubMed Web of Science ®Google Scholar
• Yalowitz, S. S., & Bronnenkant, K. (2009). Timing and tracking: Unlocking visitor behavior. Visitor Studies, 12(1), 47–64. https://doi.org/10.1080/10645570902769134
   Google Scholar
• Ye, L., Wang, R., & Zhao, J. (2021). Enhancing learning performance and motivation of cultural heritage using serious games. Journal of Educational Computing Research, 59(2), 287–317. https://doi.org/10.1177/0735633120963828
   Web of Science ®Google Scholar