Development and Evaluation of MetaWiseGuide: A Meta-Literacy Mobile Application to Support University Students’ Information Search Skills

Pembangunan dan Penilaian MetaWiseGuide: Aplikasi Mudah Alih Meta-Literacy untuk Menyokong Kemahiran Mencari Maklumat Pelajar Universiti

Authors

  • Mohd Hairi Jalis Faculty of Hotel and Tourism Management, Universiti Teknologi MARA Cawangan Pulau Pinang, Permatang Pauh, Malaysia
  • Asmahani Abdullah Perpustakaan Tun Abdul Razak, Universiti Teknologi MARA Cawangan Terengganu, Dungun, Malaysia
  • Rosnita Ab.Ghani Bahagian Khidmat Pengurusan, Jabatan Wilayah Persekutuan, Jabatan Perdana Menteri, Putrajaya, Malaysia

DOI:

https://doi.org/10.53840/e-jpi.v13i1.354

Keywords:

Meta-literacy, Information Search Skills, Higher Education, Educational Technology Innovation, Academic Integrity

Abstract

Despite high digital fluency, university students often default to superficial search strategies and exhibit demonstrable limitations in critical evaluation. This study addresses this gap by developing and evaluating MetaWiseGuide, a mobile application that supports metaliteracy through structured modules. Its relevance is heightened within Malaysia’s #MalaysiaMADANI agenda, emphasizing information integrity and good governance, underpinning campaigns like “Tak Pasti, Jangan Kongsi” (“If Unsure, Do Not Share”) to combat misinformation. Rooted in meta-literacy principles, MetaWiseGuide offers interactive guidance on search strategies, rigorous source evaluation (aligned with national efforts like SEBENARNYA.MY), and ethical information use to prevent plagiarism. A quasi-experimental pre-post design with 32 undergraduates revealed significant academic improvement: students produced markedly better assignments, with more reliable references, and achieved higher marks across all rubric categories post-intervention. Observations also indicated increased student confidence. Data analysis confirmed overwhelmingly positive perceptions of MetaWiseGuide's capacity to enhance academic performance, foster sound research practices, and promote responsible digital citizenship and robust academic integrity, thereby contributing to national information integrity goals. This study demonstrates the tangible potential of mobile applications to cultivate meta-literacy competencies and self-regulated information search practices, supporting both academic excellence and national priorities.

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References

Al-Hunaiyyan, A., Bimba, A. T., Idris, N., & Al-Sharhan, S. (2017). A cognitive knowledge-based framework for social and metacognitive support in mobile learning. Interdisciplinary Journal of Information Knowledge and Management, 12, 75. https://doi.org/10.28945/3670

AlMuhaissen, S., Hamad, F., Urquhart, C., Tarawneh, R., Asaad, M., & Abu-Ajamieh, M. (2023). Mobile learning facilitates health schools’ students’ information and learning needs. Research Square (Research Square). https://doi.org/10.21203/rs.3.rs-3173697/v1

Baars, M., Khare, S. S., & Ridderstap, L. (2022). Exploring students’ use of a mobile application to support their self-regulated learning processes. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.793002

Baek, E.-O., & Guo, Q. (2018). Instructional design principles for mobile learning (p. 1). https://doi.org/10.1007/978-3-642-41981-2_111-1

Basile, A., & Matis, S. (2018). Is there an app for that? A review of mobile apps for information literacy classes. Review of Is there an app for that? A review of mobile apps for information literacy classes. College & Research Libraries News, 79(10), 546. Association of College and Research Libraries. https://doi.org/10.5860/crln.79.10.546

Bouali, H., & Kolinsky, R. (2023). Source evaluation: Components and impacts. Thinking Skills and Creativity, 47, 101250. https://doi.org/10.1016/j.tsc.2023.101250

Breakstone, J., Smith, M. D., Wineburg, S., Rapaport, A., Carle, J., Garland, M., & Saavedra, A. R. (2021). Students’ civic online reasoning: a national portrait. Educational Researcher, 50(8), 505. https://doi.org/10.3102/0013189x211017495

Breitwieser, J., Neubauer, A., Schmiedek, F., & Brod, G. (2024). Realizing the potential of mobile interventions for education. Review of Realizing the potential of mobile interventions for education. Npj Science of Learning, 9(1), 76. Nature Portfolio. https://doi.org/10.1038/s41539-024-00289-9

Clark, M. (2017). Imposed-inquiry Information-seeking Self-efficacy and Performance of College Students: A Review of the Literature. Review of Imposed-inquiry Information-seeking Self-efficacy and Performance of College Students: A Review of the Literature. The Journal of Academic Librarianship, 43(5), 417. Elsevier BV. https://doi.org/10.1016/j.acalib.2017.05.001

Cochrane, T., & Bateman, R. (2010). Transforming pedagogy using mobile Web 2.0. In IGI Global eBooks (p. 671). IGI Global. https://doi.org/10.4018/978-1-61520-963-7.ch046

Cochrane, T., & Bateman, R. (2011). Transforming pedagogy using mobile Web 2.0. In IGI Global eBooks (p. 281). IGI Global. https://doi.org/10.4018/978-1-60960-481-3.ch018

Dahlen, S. P., & Hanson, K. (2023). In their words: Student reflections on information-seeking behaviors. The Journal of Academic Librarianship, 49(4), 102713. https://doi.org/10.1016/j.acalib.2023.102713

Dolničar, D., & Podgornik, B. B. (2023). Factors influencing information literacy of university students. in intechopen ebooks. IntechOpen. https://doi.org/10.5772/intechopen.109436

Drotner, K. (2020). Minimizing knowledge scepticism – resourcing students through media and information literacy. European Review, 28. https://doi.org/10.1017/s1062798720000903

Elias, T. (2011). Universal instructional design principles for mobile learning. The International Review of Research in Open and Distributed Learning, 12(2), 143. https://doi.org/10.19173/irrodl.v12i2.965

Forzani, E. (2019). A three‐tiered framework for proactive critical evaluation during online inquiry. Journal of Adolescent & Adult Literacy, 63(4), 401. https://doi.org/10.1002/jaal.1004

Fulkerson, D., Ariew, S., & Jacobson, T. (2017). Revisiting metacognition and metaliteracy in the ACRL framework. Communications in Information Literacy, 11(1), 21. https://doi.org/10.15760/comminfolit.2017.11.1.45

Galimova, E. G., Sergeeva, O. V., Zheltukhina, М. R., Sokolova, N. L., Zakharova, V. L., & Дробышева, Н. Н. (2025). Mobile learning in science education to improve higher-order thinking skills and communication skills: scoping review. Frontiers in Communication, 10. https://doi.org/10.3389/fcomm.2025.1624012

García-Quismondo, M. Á. M., Cruz-Palacios, E., & Morales, F. C. (2019). A didactic innovation project in higher education through a visual and academic literacy competence-based program. Education for Information, 35(3), 263. https://doi.org/10.3233/efi-190284

Gavronskaya, Y., Larchenkova, L. A., Berestova, A., Latysheva, V., & Smirnov, S. V. (2022). The Development of Critical Thinking Skills in Mobile Learning: Fact-Checking and Getting Rid of Cognitive Distortions. International Journal of Cognitive Research in Science Engineering and Education, 10(2), 51. https://doi.org/10.23947/2334-8496-2022-10-2-51-68

Hall, T., & Connolly, C. (2019). Mobile learning in teacher education. TechTrends, 63(6), 644. https://doi.org/10.1007/s11528-019-00438-7

Hatlevik, I. K. R., & Hatlevik, O. E. (2018). Students’ evaluation of digital information: The role teachers play and factors that influence variability in teacher behaviour. Computers in Human Behavior, 83, 56. https://doi.org/10.1016/j.chb.2018.01.022

Jacobson, T., & Mackey, T. P. (2013). Proposing a metaliteracy model to redefine information literacy. Communications in Information Literacy, 7(2), 84. https://doi.org/10.15760/comminfolit.2013.7.2.138

Jacobson, T., Mackey, T. P., & Olivier, J. (2021). Aligning metaliteracy with self-directed learning to expand assessment opportunities. In NWU self-directed learning series (p. 71). https://doi.org/10.4102/aosis.2021.bk280.04

Kantorski, B., Sanford-Dolly, C. W., Commisso, D. R., & Pollock, J. A. (2019). Backward design as a mobile application development strategy. Educational Technology Research and Development, 67(3), 711. https://doi.org/10.1007/s11423-019-09662-7

Krüger, R. (2022). Some Reflections on the Interface between machine translation literacy and data literacy. HAL (Le Centre Pour La Communication Scientifique Directe). https://hal.archives-ouvertes.fr/hal-03547314

Lasig, C., Reyes, N., Madia, R. M., Garabiles, R. N., & Morales, V. (2025). students’ information sources and information-seeking challenges: International Journal of Librarianship, 10(3), 67. https://doi.org/10.23974/ijol.2025.vol10.3.494

Lehtonen, D. (2021). Constructing a design framework and design methodology from educational design research on real-world educational technology development. EDeR Educational Design Research, 5(2). https://doi.org/10.15460/eder.5.2.1680

Lubbe, A., & Mentz, E. (2021). Self-directed learningoriented assessment and assessment literacy: Essential for 21st century learning. In NWU self-directed learning series (p. 1). https://doi.org/10.4102/aosis.2021.bk280.01

Mackey, T. P. (2020). Embedding metaliteracy in the design of a post-truth MOOC: Building communities of trust. Communications in Information Literacy, 14(2). https://doi.org/10.15760/comminfolit.2020.14.2.9

McGrew, S. (2019). Learning to evaluate: An intervention in civic online reasoning. Computers & Education, 145, 103711. https://doi.org/10.1016/j.compedu.2019.103711

Mercer, K., Weaver, K. D., Lamont, G., & Moffatt, C. (2021, June 17). First year communications classes: applications of critical evaluation of information in a problem-based learning framework. Proceedings of the Canadian Engineering Education Association (CEEA). https://doi.org/10.24908/pceea.vi0.14881

Meyer, B., Arnedillo, I. S., & Isaías, P. (2016). Mobile devices and spatial enactments of learning: iPads in lower secondary schools. Research Portal Denmark, 1, 3. https://local.forskningsportal.dk/local/dki-cgi/ws/cris-link?src=aau&id=aau-7bef79f1-d18e-4954-a5fa-55b3325ed1b9&ti=Mobile%20devices%20and%20spatial%20enactments%20of%20learning%20%3A%20iPads%20in%20lower%20secondary%20schools

Ng, W. (2017). Conceptualising mLearning Literacy. In IGI Global eBooks (p. 147). IGI Global. https://doi.org/10.4018/978-1-5225-3417-4.ch009

Nyirenda, I. K., & Simuja, C. (2023). The use of M-learning to foster the development of self-regulated learning in university students: A systematic review. Review of the use of M-learning to foster the development of self-regulated learning in university students: A systematic review. The Independent Journal of Teaching and Learning, 18(2), 78. Academy of Science of South Africa. https://doi.org/10.17159/ijtl.v18i2.17312

Olivier, J. (2021). Self-directed multimodal assessment: Towards assessing in a more equitable and differentiated way. In NWU self-directed learning series (p. 51). https://doi.org/10.4102/aosis.2021.bk280.03

Pieterse, E. (2018). A multicultural approach to digital information literacy skills evaluation in an Israeli college. Communications in Information Literacy, 12(2), 107. https://doi.org/10.15760/comminfolit.2018.12.2.4

Pinto, M., Caballero, D., Salvador, D. S., & Fernández-Pascual, R. (2020). Mobile-Apps questionnaire: Developing and validating a scale to measure the attitudes and perceptions of undergraduate students on mobile information literacy. Journal of Librarianship and Information Science, 52(4), 1063. https://doi.org/10.1177/0961000620902260

Shuhidan, S. M., Yahaya, W. A. W., Hashim, H., Shuhidan, S. M., & Hakim, A. A. A. (2019). Malaysian research students encounter with information seeking process for academic purposes. Journal of E-Learning & Higher Education, 2019, 1. https://doi.org/10.5171/2019.822970

Sun, Q., Zhang, L. J., & Carter, S. (2021). Investigating students’ metacognitive experiences: insights from the english as a foreign language learners’ writing metacognitive experiences questionnaire (EFLLWMEQ). Frontiers in Psychology, 12, 744842. https://doi.org/10.3389/fpsyg.2021.744842

Sureephong, P., Chernbumroong, S., Sangamuang, S., Sirasakamol, O., Intawong, K., & Puritat, K. (2023). Enhancing information literacy for spotting fake news: a study on the efficacy of a serious game for m-learning across different age groups. International Journal of Interactive Mobile Technologies (iJIM), 17(15), 103. https://doi.org/10.3991/ijim.v17i15.40865

Tella, A., Ajani, Y. A., & Ailaku, U. V. (2023). Libraries in the metaverse: the need for metaliteracy for digital librarians and digital age library users. Library Hi Tech News, 40(8), 14. https://doi.org/10.1108/lhtn-06-2023-0094

Termaat, A. (2024). How disciplinary detail obscures the metacognitive potential of curriculums. Curriculum Perspectives. https://doi.org/10.1007/s41297-024-00257-8

Thindwa, T. N. C., Chawinga, W. D., & Dube, G. (2019). Information-seeking behaviour of security studies students: A case study. South African Journal of Information Management, 21(1). https://doi.org/10.4102/sajim.v21i1.1048

Transforming Pedagogy Using Mobile Web 2.0. (2011). In IGI Global eBooks. IGI Global. https://doi.org/10.4018/9781615209637.ch046

Ungerer, L. M. (2016). Digital curation as a core competency in current learning and literacy: a higher education perspective. The International Review of Research in Open and Distributed Learning, 17(5). https://doi.org/10.19173/irrodl.v17i5.2566

Walsh, J. (2018). The transformation of higher education. In Palgrave Macmillan UK eBooks (p. 233). Palgrave Macmillan. https://doi.org/10.1057/978-1-137-44673-2_7

Wuyckens, G., Landry, N., & Fastrez, P. (2022). Untangling media literacy, information literacy, and digital literacy: A systematic meta-review of core concepts in media education. Journal of Media Literacy Education, 14(1), 168. https://doi.org/10.23860/jmle-2022-14-1-12

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Published

30-04-2026

How to Cite

Jalis, M. H., Abdullah, A., & Ab.Ghani, R. (2026). Development and Evaluation of MetaWiseGuide: A Meta-Literacy Mobile Application to Support University Students’ Information Search Skills: Pembangunan dan Penilaian MetaWiseGuide: Aplikasi Mudah Alih Meta-Literacy untuk Menyokong Kemahiran Mencari Maklumat Pelajar Universiti . E-Jurnal Penyelidikan Dan Inovasi, 13(1), 118–133. https://doi.org/10.53840/e-jpi.v13i1.354

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