Exploring the effects of web-mediated activity-based learning and meaningful learning on improving students’ learning effects, learning engagement, and academic motivation (original) (raw)
References
Al-Azawei, A., Parslow, P., Lundqvist, K.: Barriers and opportunities of e-learning implementation in Iraq: a case of public universities. Int. Rev. Res. Open Distrib. Learn. 17(5), 126–146 (2016) Google Scholar
Althouse, N.R., Hedges, P.L.: Plan before you play: an activity for teaching the managerial process. Decis. Sci. J. Innov. Educ. 13(4), 515–528 (2015) Google Scholar
Angolia, M.G., Pagliari, L.R.: Point-and-click pedagogy: is it effective for teaching information technology? J. Inf. Technol. Educ. Res. 15, 457–478 (2016) Google Scholar
Bhagat, K.K., Wu, L.Y., Chang, C.Y.: Development and validation of the perception of students towards online learning (POSTOL). Educ. Technol. Soc. 19(1), 350–359 (2016) Google Scholar
Biazak, J.E., Marley, S.C., Levin, J.R.: Does an activity-based learning strategy improve preschool children’s memory for narrative passages? Early Child. Res. Q. 25(4), 515–526 (2010) Google Scholar
Bijsterbosch, E., van der Schee, J., Kuiper, W.: Meaningful learning and summative assessment in geography education: an analysis in secondary education in the Netherlands. Int. Res. Geogr. Environ. Educ. 26(1), 17–35 (2017) Google Scholar
Brewer, R., Movahedazarhouligh, S.: Successful stories and conflicts: a literature review on the effectiveness of flipped learning in higher education. J. Comput. Assist. Learn. 36, 409–416 (2018) Google Scholar
Broza, O., Kolikant, Y.B.D.: Contingent teaching to low-achieving students in mathematics: challenges and potential for scaffolding meaningful learning. ZDM 47(7), 1093–1105 (2015) Google Scholar
Cadorin, L., Bagnasco, A., Tolotti, A., Pagnucci, N., Sasso, L.: Instruments for measuring meaningful learning in healthcare students: a systematic psychometric review. J. Adv. Nurs. 72(9), 1972–1990 (2016) Google Scholar
Çakiroğlu, Ü., Kokoç, M., Kol, E., Turan, E.: Exploring teaching programming online through web conferencing system: the lens of activity theory. Educ. Technol. Soc. 19(4), 126–139 (2016) Google Scholar
Chai, C.S., Koh, J.H.L., Tsai, C.C., Tan, L.L.W.: Modeling primary school pre-service teachers’ Technological Pedagogical Content Knowledge (TPACK) for meaningful learning with information and communication technology (ICT). Comput. Educ. 57, 1184–1193 (2011) Google Scholar
Chai, C.S., Wong, L.H., King, R.B.: Surveying and modeling students’ motivation and learning strategies for mobile-assisted seamless Chinese language learning. Educ. Technol. Soc. 19(3), 170–180 (2016) Google Scholar
Chien, C.F., Chen, G.Y.H., Liao, C.J.: Designing a connectivist flipped classroom platform using unified modeling language. Int. J. Online Pedag. Course Des. 9(1), 1–18 (2019) Google Scholar
Chiu, C.J., Tasi, W.C., Yang, W.L., Guo, J.L.: How to help older adults learn new technology? Results from a multiple case research interviewing the internet technology instructors at the senior learning center. Comput. Educ. 129, 61–70 (2019) Google Scholar
Chyr, W.L., Shen, P.D., Chiang, Y.C., Lin, J.B., Tsai, C.W.: Exploring the effects of online academic help-seeking and flipped learning on improving students’ learning. Educ. Technol. Soc. 20(3), 11–23 (2017) Google Scholar
Dalwadi, Y., Shah, K.: Students’ preference for activity based learning in accountancy subject: a study of Anand district. Indian J. Account. 50(1), 131–140 (2018) Google Scholar
David, J.L.: Realizing the promise of technology: a policy perspective. In: Means, B. (ed.) Technology and Education Reform, pp. 169–189. Jossey-Bass (1994)
Deater-Deckard, K., Chang, M., Evans, M.E.: Engagement states and learning from educational games. New Dir. Child Adolesc. Dev. 2013(139), 21–30 (2013) Google Scholar
Decker, J., Beltran, V.: Graduate students’ perceptions of the benefits and drawbacks of online discussion tools. Int. J. Online Pedag. Course Des. 6(1), 1–12 (2016) Google Scholar
Duncan, T.G., McKeachie, W.J.: The making of the motivated strategies for learning questionnaire. Educ. Psychol. 40, 117–128 (2005) Google Scholar
Edraki, M., Parvizi, N., Montaseri, S., Pourahmad, S.: The relationship between academic motivation and general health and the effective factors on this relationship in female high school students. Int. J. Sch. Health 4(1), e39712 (2017). https://doi.org/10.17795/intjsh-39712 Article Google Scholar
Eid, M.I., Al-Jabri, I.M.: Social networking, knowledge sharing, and student learning: the case of university students. Comput. Educ. 99, 14–27 (2016) Google Scholar
Eremicheva, O.Y., Yudin, V.V., Sheptukhina, I.I., Zyryanova, N.I., Shevchenko, V.Y., Komarova, Y.G., Simonova, M.V.: Research of academic motivation at the stage of forming a threshold level of mastering competences. Int. J. Environ. Sci. Educ. 11(14), 6949–6962 (2016) Google Scholar
Ertmer, P.A., Ottenbreit-Leftwich, A.T.: Teacher technology change: how knowledge, confidence, beliefs, and culture intersect. J. Res. Technol. Educ. 42(3), 255–284 (2010) Google Scholar
Fallon, E., Walsh, S., Prendergast, T.: An activity-based approach to the learning and teaching of research methods: Measuring student engagement and learning. Ir. J. Acad. Pract. (2013). https://doi.org/10.21427/D7Q72W Article Google Scholar
Falloon, G.: An analysis of young students’ thinking when completing basic coding tasks using Scratch Jnr. On the iPad. J. Comput. Assist. Learn. 32(6), 576–593 (2016) Google Scholar
Fan, K.K., Xiao, P.W.: The effects of learning styles and meaningful learning on the learning achievement of gamification health education curriculum. Eurasia J. Math., Sci. Technol. Educ. 11(5), 1211–1229 (2015) Google Scholar
Fan, K.K., Su, C.H., Deng, S.Y., Wang, W.J.: An achievement prediction model of meaningful learning, motivation, and cognitive on SPANI: partial least square analysis. Math. Probl. Eng. 2013 (2013). https://doi.org/10.1155/2013/961963
Ferguson, R.: Meaningful learning and creativity in virtual worlds. Think. Skills Creat. 6(3), 169–178 (2011) Google Scholar
Firouznia, S., Yousefi, A., Ghassemi, G.: The relationship between academic motivation and academic achievement in medical students of Isfahan University of Medical Sciences. Iran. J. Med. Educ. 9(1), 79–84 (2009) Google Scholar
Flinkman, M., Salanterä, S.: Early career experiences and perceptions—a qualitative exploration of the turnover of young registered nurses and intention to leave the nursing profession in Finland. J. Nurs. Manag. 23(8), 1050–1057 (2015) Google Scholar
Fredricks, J.A.: Engagement in school and out-of-school contexts: a multidimensional view of engagement. Theory Pract. 50(4), 327–335 (2011) Google Scholar
Fredricks, J.A., Blumenfeld, P.C., Paris, A.H.: School engagement: potential of the concept, state of the evidence. Rev. Educ. Res. 74(1), 59–109 (2004) Google Scholar
Gadelshina, G., Vemury, C., Attar, A.: Meaningful learning and the integration of responsible management education in the business school courses. Int. J. Mod. Educ. Stud. 2(1), 24–33 (2018) Google Scholar
Ganyaupfu, E.M.: Teaching methods and students’ academic performance. Int. J. Humanit. Soc. Sci. Invent. 2(9), 29–35 (2013) Google Scholar
García-Peñalvo, F.J., Mendes, A.J.: Exploring the computational thinking effects in pre-university education. Comput. Hum. Behav. 80, 407–411 (2018) Google Scholar
García-Peñalvo, F.J., Reimann, D., Maday, C.: Introducing coding and computational thinking in the schools: the TACCLE 3–coding project experience. In: Khine, M.S. (ed.) Computational Thinking in the STEM Disciplines, pp. 213–226. Springer, Cham (2018) Google Scholar
Geçer, A., Dag, F.: A blended learning experience. Educ. Sci. Theory Pract. 12(1), 438–442 (2012) Google Scholar
Grabe, M., Grabe, C.: Integrating Technology for Meaningful Learning, 5th edn. Houghton-Mifflin Company, Boston (2007) MATH Google Scholar
Green, F., Felstead, A., Gallie, D., Henseke, G.: Skills and work organisation in Britain: a quarter century of change. J. Labour Mark. Res. 49(2), 121–132 (2016) Google Scholar
Gros, B., García-Peñalvo, F.J.: Future trends in the design strategies and technological affordances of e-learning. In: Spector, M., Lockee, B.B., Childress, M.D. (eds.) Learning, Design, and Technology. An International Compendium of Theory, Research, Practice, and Policy, pp. 1–23. Springer, Cham (2016) Google Scholar
Häggman-Laitila, A., Mattila, L.R., Melender, H.L.: Educational interventions on evidence-based nursing in clinical practice: a systematic review with qualitative analysis. Nurse Educ. Today 43, 50–59 (2016) Google Scholar
Hakkarainen, P., Vapalahti, K.: Meaningful learning through video-supported forum-theater. Int. J. Teach. Learn. Higher Educ. 23(3), 314–328 (2011) Google Scholar
Hall, D.C., Kellar, G.M., Weinstein, L.B.: The impact of an activity-based learning environment and grade point average on student final course grade in an undergraduate business statistics class. Acad. Educ. Leadersh. J. 20(1), 50–64 (2016) Google Scholar
Halpern, R.: Active learning works! Until it doesn’t: measuring the effectiveness of activity-based learning exercises on information anxiety. J. Libr. Inf. Serv. Distance Learn. 10(3–4), 242–253 (2016) Google Scholar
Hines, S., Ramsbotham, J., Coyer, F.: The effectiveness of interventions for improving the research literacy of nurses: a systematic review. Worldviews Evid. Based Nurs. 12(5), 265–272 (2015) Google Scholar
Hood, N., Littlejohn, A.: MOOC quality: the need for new measures. J. Learn. Dev. 3(3), 28–42 (2016) Google Scholar
Houlden, S., Veletsianos, G.: A posthumanist critique of flexible online learning and its “anytime anyplace” claims. Br. J. Educ. Technol. 50(3), 1005–1018 (2019) Google Scholar
Howland, J.L., Jonassen, D., Marra, R.M.: Meaningful Learning with Technology. Pearson, Upper Saddle River (2012) Google Scholar
Hrin, T., Milenković, D., Segedinac, M.: The effect of systemic synthesis questions [SSynQs] on students’ performance and meaningful learning in secondary organic chemistry teaching. Int. J. Sci. Math. Educ. 14(5), 805–824 (2016) Google Scholar
Hsu, Y.L.: Engaging students’ learning process in business management: a case study of activity-based teaching in hospitality marketing class. Afr. J. Bus. Manag. 5(25), 10271–10275 (2011) Google Scholar
Huang, F., Teo, T., Sánchez-Prieto, J.C., García-Peñalvo, F.J., Olmos-Migueláñez, S.: Cultural values and technology adoption: a model comparison with university teachers from China and Spain. Comput. Educ. 133, 69–81 (2019) Google Scholar
Huang, Y.M., Chiu, P.S.: The effectiveness of a meaningful learning-based evaluation model for context-aware mobile learning. Br. J. Edu. Technol. 46(2), 437–447 (2015) Google Scholar
Huang, Y.M., Chiu, P.S.: The effectiveness of the meaningful learning-based evaluation for different achieving students in a ubiquitous learning context. Comput. Educ. 87, 243–253 (2015) Google Scholar
Huang, Y.M., Chiu, P.S., Liu, T.C., Chen, T.S.: The design and implementation of a meaningful learning-based evaluation method for ubiquitous learning. Comput. Educ. 57(4), 2291–2302 (2011) Google Scholar
Ivanov, S., Peneva, J.: Distance learning courses in computer science: initiation and design. In: Proceedings of the 2007 International Conference on Computer Systems and Technologies, p. 77. ACM (2007)
Jonassen, D.H.: Supporting communities of learners with technology: a vision for integrating technology with learning in schools. Educ. Technol. 35(4), 60–63 (1995) Google Scholar
Jonassen, D.H.: Computers as Mindtools for Schools: Engaging Critical Thinking, 2nd edn. Prentice Hall, Upper Saddle River (2000) Google Scholar
Karppinen, P.: Meaningful learning with digital and online videos: theoretical perspectives. Assoc. Adv. Comput. Educ. J. 13(3), 233–250 (2005) Google Scholar
Karuna, G., Vinita, D.: Developing reflection through activity based learning. Int. J. Educ. Res. Technol. 5(2), 9–11 (2014) Google Scholar
Ke, F., Xie, K., Xie, Y.: Game-based learning engagement: a theory-and data-driven exploration. Br. J. Educ. Technol. 47(6), 1183–1201 (2016) Google Scholar
Keengwe, J., Onchwari, G., Wachira, P.: The use of computer tools to support meaningful learning. Assoc. Adv. Comput. Educ. J. 16(1), 77–92 (2008) Google Scholar
Kember, D., Charlesworth, M., Davies, H., McKay, J., Stott, V.: Evaluating the effectiveness of educational innovations: using the study process questionnaire to show that meaningful learning occurs. Stud. Educ. Eval. 23(2), 141–157 (1997) Google Scholar
Keskitalo, T.: Designing a Pedagogical Model for Simulation-Based Healthcare Education, vol. Acta Universitatis Lapponiensis 299. Lapland University Press, Rovaniemi (2015) Google Scholar
Koh, J.H.L.: A rubric for assessing teachers’ lesson activities with respect to TPACK for meaningful learning with ICT. Australas. J. Educ. Technol. 29(6), 887–900 (2013) Google Scholar
Kostiainen, E., Ukskoski, T., Ruohotie-Lyhty, M., Kauppinen, M., Kainulainen, J., Mäkinen, T.: Meaningful learning in teacher education. Teach. Teach. Educ. 71, 66–77 (2018) Google Scholar
Lai, C.L., Hwang, G.J.: A self-regulated flipped classroom approach to improving students’ learning performance in a mathematics courses. Comput. Educ. 100, 126–140 (2016) Google Scholar
Largo, F.L., García-Peñalvo, F.J., Prieto, X.M., Vidal, E.V.: The teaching of computer science, programming and computational thinking in pre-university studies. Educ. Knowl. Soc. 18(2), 8–17 (2017) Google Scholar
Lee, C.Y., Chen, M.J.: Developing a questionnaire on technology-integrated mathematics instruction: a case study of the AMA training course in Xinjiang and Taiwan. Br. J. Educ. Technol. 47(6), 1287–1303 (2016) Google Scholar
Lee, Y., Choi, J.: A review of online course dropout research: implications for practice and future research. Educ Technol. Res. Dev. 59(5), 593–618 (2011) Google Scholar
Levine, M.F., Guy, P.W.: Activity based learning in a freshman global business course: analyses of preferences and demographic differences. J. Coll. Teach. Learn. 4(8), 27–38 (2007) Google Scholar
Linn, M.C.: The impact of technology on science instruction: historical trends and current opportunities. Int. Handb. Sci. Educ. 1, 265–294 (1998) Google Scholar
Löfström, E., Nevgi, A.: From strategic planning to meaningful learning: diverse perspectives on the development of web-based teaching and learning in higher education. Br. J. Educ. Technol. 38(2), 312–324 (2007) Google Scholar
Macdonald, J., Twining, P.: Assessing activity-based learning for a networked course. Br. J. Educ. Technol. 33(5), 603–618 (2002) Google Scholar
Margaryan, A., Collis, B., Cooke, A.: Activity-based blended learning. Hum. Resour. Dev. Int. 7(2), 265–274 (2004) Google Scholar
Mariotti, M.A.: Artifacts and signs after a Vygotskian perspective: the role of the teacher. ZDM 41(4), 427–440 (2009) MathSciNet Google Scholar
Maulana, R., Opdenakker, M.C., Bosker, R.: Teachers’ instructional behaviors as important predictors of academic motivation: changes and links across the school year. Learn. Individ. Differ. 50, 147–156 (2016) Google Scholar
Mayer, R.E.: Should there be a three-strikes rule against pure discovery learning? Am. Psychol. 59(1), 14–19 (2004) Google Scholar
McGrath, J.R., MacEwan, G.: Linking pedagogical practices of activity-based teaching. Int. J. Interdiscip. Soc. Sci. 6(3), 261–274 (2011) Google Scholar
McLachlan, C.A., Craig, A., Coldwell-Neilson, J.: Students’ computing use and study: when more is less. Australas. J. Inf. Syst. 20, 1–17 (2016) Google Scholar
Meece, J.L., Blumenfeld, P.C., Hoyle, R.H.: Students’ goal orientations and cognitive engagement in classroom activities. J. Educ. Psychol. 80(4), 514–523 (1988) Google Scholar
Mehrabi, T., Behzadi, S., Sabouri, F., Alavi, M.: Assessment the effect of the CBT on motivation of the nursing students. Iran. J. Nurs. Midwifery Res. 21(2), 118–123 (2016) Google Scholar
Moreno, R., Mayer, R.E.: Interactive multimodal learning environments special issue on interactive learning environments: contemporary issues and trends. Educ. Psychol. Rev. 19, 309–326 (2007) Google Scholar
Murthy, S., Iyer, S., Warriem, J.: ET4ET: a large-scale faculty professional development program on effective integration of educational technology. Educ. Technol. Soc. 18(3), 16–28 (2015) Google Scholar
Nayak, C.: Impact and challenges of e-learning in digital environment. Asian J. Library Inf. Sci. 5(3–4), 76–80 (2013) Google Scholar
Novak, J.D.: Meaningful learning: the essential factor for conceptual change in limited or inappropriate propositional hierarchies leading to empowerment of learners. Sci. Educ. 86(4), 548–571 (2002) Google Scholar
OECD: Higher Education in Regional and City Development: The Autonomous Region of Catalonia, Spain. http://www.oecd.org/edu/imhe/46826969.pdf (2010). Accessed 22 Nov 2016
Ozerbas, M.A., Erdogan, B.H.: The effect of the digital classroom on academic success and online technologies self-efficacy. J. Educ. Technol. Soc. 19(4), 203–212 (2016) Google Scholar
Pea, R.D.: The social and technological dimensions of scaffolding and related theoretical concepts for learning, education, and human activity. J. Learn. Sci. 13(3), 423–451 (2004) Google Scholar
Perlman, C., Weston, C., Gisel, E.: Enabling meaningful learning through Web-based instruction with occupational therapy students. Educ. Technol. Res. Dev. 58(2), 191–210 (2010) Google Scholar
Pintrich, P.R., Smith, D.A.F., Garcia, T., McKeachie, W.J.: Reliability and predictive validity of the motivated strategies for learning questionnaire (MSLQ). Educ. Psychol. Measur. 53, 801–803 (1993) Google Scholar
Poikela, P., Ruokamo, H., Teräs, M.: Comparison of meaningful learning characteristics in simulated nursing practice after traditional versus computer-based simulation method: a qualitative videography study. Nurse Educ. Today 35(2), 373–382 (2015) Google Scholar
Rahimi, E., van den Berg, J., Veen, W.: Facilitating student-driven constructing of learning environments using Web 2.0 personal learning environments. Comput. Educ. 81, 235–246 (2015) Google Scholar
Raven, J., Qalawee, M., Atroshi, H.: Learning computer hardware by doing: are tablets better than desktops? Int. J. Res. Educ. Sci. 2(1), 55–64 (2016) Google Scholar
Rendas, A.B., Fonseca, M., Pinto, P.R.: Toward meaningful learning in undergraduate medical education using concept maps in a PBL pathophysiology course. Adv. Physiol. Educ. 30(1), 23–29 (2006) Google Scholar
Rick, S., Weber, R.A.: Meaningful learning and transfer of learning in games played repeatedly without feedback. Games Econ. Behav. 68(2), 716–730 (2010) MathSciNetMATH Google Scholar
Sánchez-Prieto, J.C., Hernández-García, Á., García-Peñalvo, F.J., Chaparro-Peláez, J., Olmos-Migueláñez, S.: Break the walls! second-order barriers and the acceptance of mLearning by first-year pre-service teachers. Comput. Hum. Behav. 95, 158–167 (2019) Google Scholar
Sánchez-Prieto, J.C., Migueláñez, S.O., García-Peñalvo, F.J.: Enjoyment, resistance to change and mlearning acceptance among pre-service teachers. In: Proceedings of the Fourth International Conference on Technological Ecosystems for Enhancing Multiculturality, pp. 691–697. ACM (2016)
Sandholtz, J.H., Ringstaff, C., Dwyer, D.C.: Teaching with Technology: Creating Student-Centered Classrooms. Teachers College Press, Teachers College, Columbia University, 1234 Amsterdam Ave., New York (1997) Google Scholar
Sheingold, K.: Restructuring for learning with technology: the potential for synergy. Phi Delta Kappan 73(1), 17–27 (1991) Google Scholar
Shen, P.D., Lee, T.H., Tsai, C.W., Ting, C.J.: Exploring the effects of web-enabled problem-based learning and self-regulated learning on vocational students’ involvement in learning. Eur. J. Open Dist. E-Learn. (2008). http://www.eurodl.org/materials/contrib/2008/Shen_Lee_Tsai_Ting.pdf
Shinde, M.S., Tamboli, M.S., Patil, M.V., Raste, M.M.: An activity based approach (ABA): a student-centred teaching and learning in engineering studies. Int. J. Technol. Eng. Educ. 14(1), 13–35 (2017) Google Scholar
Singh, H., Arora, H.: Role of 6 months industrial training in making the career of B. Tech. IT candidates: an empirical study based on survey. In: 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom), pp. 1232–1234. IEEE (2015)
Sithole, A., Mupinga, D.M., Kibirige, J.S., Manyanga, F., Bucklein, B.K.: Expectations, challenges and suggestions for faculty teaching online courses in higher education. Int. J. Online Pedag. Course Des. 9(1), 62–77 (2019) Google Scholar
Skinner, E., Furrer, C., Marchand, G., Kindermann, T.: Engagement and disaffection in the classroom: part of a larger motivational dynamic? J. Educ. Psychol. 100(4), 765 (2008) Google Scholar
Somyürek, S.: An effective educational tool: construction kits for fun and meaningful learning. Int. J. Technol. Des. Educ. 25(1), 25–41 (2015) Google Scholar
Srivastava, S.K., Tait, C.: An activity-based learning approach for key Geographical Information Systems (GIS) concepts. J. Geogr. Higher Educ. 36(4), 527–545 (2012) Google Scholar
Staikopoulos, A., O’Keeffe, I., Rafter, R., Walsh, E., Yousuf, B., Conlan, O., Wade, V.: AMASE: a framework for supporting personalized activity-based learning on the web. Comput. Sci. Inf. Syst. 11(1), 343–367 (2014) Google Scholar
Strayer, J.: How learning in an inverted classroom influences cooperation, innovation and task orientation. Learn. Environ. Res. 15(2), 171–193 (2012) Google Scholar
Teo, T., Noyes, J.: Explaining the intention to use technology among pre-service teachers: a multi-group analysis of the Unified Theory of Acceptance and Use of Technology. Interact. Learn. Environ. 22(1), 51–66 (2014) Google Scholar
Todd, C.L., Ravi, K., McCray, K.: Cultivating Critical thinking skills in online course environments: instructional techniques and strategies. Int. J. Online Pedag. Course Des. 9(1), 19–37 (2019) Google Scholar
Tsai, C.W.: The role of teacher’s initiation in online pedagogy. Education + Training 54(6), 456–471 (2012) Google Scholar
Tsai, C.W.: A quasi-experimental study of a blended course integrated with refined web-mediated pedagogy of collaborative learning and self-regulated learning. Interact. Learn. Environ. 22(6), 737–751 (2014) Google Scholar
Tsai, C.W.: Investigating the effects of web-mediated design thinking and co-regulated learning on developing students’ computing skills in a blended course. Univ. Access Inf. Soc. 14(2), 295–305 (2015) Google Scholar
Tsai, C.W.: Exploring the effects of online team-based learning and co-regulated learning on students’ development of computing skills. Interact. Learn. Environ. 24(4), 665–680 (2016) Google Scholar
Tsai, C.W., Shen, P.D., Chiang, I.C.: Investigating the effects of ubiquitous self-organized learning and learners-as-designers to improve students’ learning performance, academic motivation, and engagement in a cloud course. Univ. Access Inf. Soc. (in press). https://doi.org/10.1007/s10209-018-0614-8. Accessed 26 Sept 2018
Tsai, C.W., Shen, P.D., Chiang, Y.C.: Research trends in meaningful learning research on e-learning and online education environments: a review of studies published in SSCI-indexed journals from 2003 to 2012. Br. J. Educ. Technol. 44(6), E179–E184 (2013) Google Scholar
Tsai, C.W., Shen, P.D., Tsai, M.C., Chen, W.Y.: Exploring the effects of web-mediated computational thinking on developing students’ computing skills in a ubiquitous learning environment. Interact. Learn. Environ. 25(6), 762–777 (2017) Google Scholar
Twining, P.: The computer practice framework: a tool to enhance curriculum development relating to ICT. In: Monteith, M. (ed.) ICT for curriculum enhancement, pp. 41–56. Intellect Books, Bristol (2004) Google Scholar
Ungerer, L.M.: Digital curation as a core competency in current learning and literacy: a higher education perspective. Int. Rev. Res. Open Distrib. Learn. 17(5), 1–27 (2016) Google Scholar
van Bommel, M., Boshuizen, H.P.A., Kwakman, K.: Appreciation of a constructivist curriculum for learning theoretical knowledge by social work students with different kinds and levels of learning motivation. Int. J. Educ. Res. 71, 65–74 (2015) Google Scholar
Viberg, O., Bälter, O., Hedin, B., Riese, E., Mavroudi, A.: Faculty pedagogical developers as enablers of technology-enhanced learning. Br. J. Educ. Technol. 50(5), 2637–2650 (2019) Google Scholar
Viola, S.R., Giretti, A., Leo, T.: Detecting differences in “meaningful learning” behaviours and their evolution: a data driven approach. Int. J. Comput. Inf. Sci. 5(2), 63–73 (2007) Google Scholar
Vuojärvi, H., Eriksson, M.: Using mobile tools to support meaningful work-based learning in vocational education. Int. J. Med. Technol. Lifelong Learn. 12(2), 124–139 (2016) Google Scholar
Wu, H.C., Shen, P.D., Chen, Y.F., Tsai, C.W.: Effects of web-based cognitive apprenticeship and time management on the development of computing skills in cloud classroom: a quasi-experimental approach. Int. J. Inf. Commun. Technol. Educ. 12(3), 1–12 (2016) Google Scholar
Xu, Z., Jang, E.E.: The role of math self-efficacy in the structural model of extracurricular technology-related activities and junior elementary school students’ mathematics ability. Comput. Hum. Behav. 68, 547–555 (2017) Google Scholar
Zylka, J., Christoph, G., Kroehne, U., Hartig, J., Goldhammer, F.: Moving beyond cognitive elements of ICT literacy: first evidence on the structure of ICT engagement. Comput. Hum. Behav. 53, 149–160 (2015) Google Scholar