Self-Directed Learning in STEM Teaching and Learning: A Systematic Review of Empirical Evidence

Justine Mercado (1)
(1) Notre Dame of Marbel University, Philippines

Abstract

Despite the growing popularity of self-directed learning (SDL) research, the impacts of this approach on science, technology, engineering, and mathematics teaching and learning (STEM-TL) still need to be well documented. To address this issue, this systematic review analysed and synthesised content from 50 published articles in the form of study characteristics, research methods, learning theories and strategies, technology platforms, impacts, challenges, and research opportunities related to the application of SDL in STEM-TL retrieved from the Web of Science (WoS) database and Scopus within the last five years. The studies examined reveal evidence that the use of SDL in STEM-TL has been quite diverse and holds promise for student success in acquiring and mastering 21st-century skills. Unfortunately, only some studies anticipate other potential concerns, such as early SDL application, student character degeneration, uncontrolled technological progress, and an unknown future educational environment. This systematic review gives a summary of what was found, which can be used to build a framework that teachers, schools, and policymakers can use in current and future STEM-TL settings and curricula.

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References

Abdullah, J., Mohd-Isa, W. N., & Samsudin, M. A. (2019). Virtual reality to improve group work skill and self-directed learning in problem-based learning narratives. Virtual Reality, 23(4), 461-471. https://doi.org/10.1007/s10055-019-00381-1

Adinda, D., & Mohib, N. (2020). Teaching and Instructional Design Approaches to Enhance Student's Self-Directed Learning in Blended Learning Environments. Electronic Journal of E-Learning, 18(2), 162-174. https://doi.org/10.34190/ejel.20.18.2.005

Al Mamun, M. A., Lawrie, G., & Wright, T. (2020). Instructional design of scaffolded online learning modules for self-directed and inquiry-based learning environments. Computers & Education, 144, Article 103695. https://doi.org/10.1016/j.compedu.2019.103695

Al Mamun, M. A., Lawrie, G., & Wright, T. (2022). Exploration of learner-content interactions and learning approaches: The role of guided inquiry in the self-directed online environments. Computers & Education, 178, Article 104398. https://doi.org/10.1016/j.compedu.2021.104398

Albarracin, D., & Johnson, B. T. (2019). The handbook of attitudes: Basic principles (Second ed.). Routledge. https://go.exlibris.link/8RfllN4j

Allen, M., Webb, A. W., & Matthews, C. E. (2016). Adaptive Teaching in STEM: Characteristics for Effectiveness. Theory into Practice, 55(3), 217-224. https://doi.org/10.1080/00405841.2016.1173994

Alotaibi, K., & Alanazi, S. (2021). The influences of conceptions of mathematics and self-directed learning skills on university students' achievement in mathematics [Article]. European Journal of Education, 56(1), 117-132. https://doi.org/10.1111/ejed.12428

Altillo, B. S. A., Gray, M., Avashia, S. B., Norwood, A., Nelson, E. A., Johnston, C., Bhavnani, D., Patel, H., Allen, C. H., Adeni, S., Phelps, N. D., & Mercer, T. (2021). Global health on the front lines: an innovative medical student elective combining education and service during the COVID-19 pandemic [Article]. Bmc Medical Education, 21(1), 12, Article 186. https://doi.org/10.1186/s12909-021-02616-9

Alwadaeen, N. B., & Piller, B. (2022). Enhancing Self-directed Learning Readiness at Elementary Level; a Study from American Schools. Journal of Curriculum and Teaching, 11(4). https://doi.org/10.5430/jct.v11n4p24

An, F., Xi, L., Yu, J., & Zhang, M. (2022). Relationship between Technology Acceptance and Self-Directed Learning: Mediation Role of Positive Emotions and Technological Self-Efficacy. Sustainability, 14(16). https://doi.org/10.3390/su141610390

Arztmann, M., Hornstra, L., Jeuring, J., & Kester, L. (2022). Effects of games in STEM education: a meta-analysis on the moderating role of student background characteristics. Studies in Science Education, 1-37. https://doi.org/10.1080/03057267.2022.2057732

Avsec, S., & Ferk Savec, V. (2022). Mapping the Relationships between Self-Directed Learning and Design Thinking in Pre-Service Science and Technology Teachers [Article]. Sustainability (Switzerland), 14(14), Article 8626. https://doi.org/10.3390/su14148626

Aydin Gunbatar, S., Ekiz Kiran, B., Boz, Y., & Roehrig, G. H. (2022). A closer examination of the STEM characteristics of the STEM activities published in NSTA journals. Research in Science & Technological Education, 1-26. https://doi.org/10.1080/02635143.2022.2121692

Bahrami, M., Sabeghi, H., Zohourparvaz, M., & Moonaghi, H. K. (2022). Relationship between Educational Environment and Self-Directed Learning in Nursing Student in COVID-19 Pandemic. Tusiah-i amuzish dar ulum-i pizishki-i Zanjan, 15(45), 47-56. https://doi.org/10.52547/edcj.15.45.47

Balakrishnan, B. (2018). Motivating engineering students learning via monitoring in personalized learning environment with tagging system [Article]. Computer Applications in Engineering Education, 26(3), 700-710. https://doi.org/10.1002/cae.21924

Birtwistle, T., Brown, C., & Wagenaar, R. (2016). A long way to go . A study on the implementation of the learning-outcomes based approach in the EU. Higher education, 3(2), 429-463. https://go.exlibris.link/PXW6yjzp

Bishara, S. (2021). The cultivation of self-directed learning in teaching mathematics [Article]. World Journal on Educational Technology: Current Issues, 13(1), 82-95. https://doi.org/10.18844/wjet.v13i1.5401

Blaschke, L. M. (2021). The dynamic mix of heutagogy and technology: Preparing learners for lifelong learning. British Journal of Educational Technology, 52(4), 1629-1645. https://doi.org/10.1111/bjet.13105

Boyer, S. L., Edmondson, D. R., Artis, A. B., & Fleming, D. (2014). Self-Directed Learning: A Tool for Lifelong Learning. Journal of Marketing Education, 36(1), 20-32. https://doi.org/10.1177/0273475313494010

Brennan, K. (2021). How kids manage self-directed programming projects: Strategies and structures [Article]. Journal of the Learning Sciences, 30(4-5), 576-610. https://doi.org/10.1080/10508406.2021.1936531

Bruner, J. S. (1966). Toward a theory of instruction. Belknap Press of Harvard University. https://go.exlibris.link/j8wFhlG1

Budiastra, A. A. K., Wicaksono, I., & Sanjaya, I. G. M. (2020). The new generation self-directed teaching materials of natural science in elementary schools validity tests [Article]. International Journal of Instruction, 13(4), 763-780. https://doi.org/10.29333/iji.2020.13447a

Campbell, C. D., Smallwood, Z. M., & Stewart, M. I. (2020). A Self-directed workshop for developing advanced data processing and analysis skills in chemistry using microsoft excel [Article]. Journal of Chemical Education, 97(9), 2635-2642. https://doi.org/10.1021/acs.jchemed.0c00732

Chatwattana, P. (2021). Massive open online courses model with self-directed learning to enhance digital literacy skills [Article]. International Journal of Engineering Pedagogy, 11(5), 122-137. https://doi.org/10.3991/IJEP.V11I5.22461

Chau, K. Y., Law, K. M. Y., & Tang, Y. M. (2021). Impact of Self-Directed Learning and Educational Technology Readiness on Synchronous E-Learning [Article]. Journal of Organizational and End User Computing, 33(6), 20. https://doi.org/10.4018/JOEUC.20211101.oa26

Chen, C.-H., Chen, K.-Z., & Tsai, H.-F. (2021). Did Self-Directed Learning Curriculum Guidelines Change Taiwanese High-School Students’ Self-Directed Learning Readiness? The Asia-Pacific Education Researcher, 31(4), 409-426. https://doi.org/10.1007/s40299-021-00582-w

Cheong, P. H., Shuter, R., & Suwinyattichaiporn, T. (2016). Managing student digital distractions and hyperconnectivity: communication strategies and challenges for professorial authority. Communication Education, 65(3), 272-289. https://doi.org/10.1080/03634523.2016.1159317

Dinsmore, D. L., & Fryer, L. K. (2019). Developing Learners’ Cognitive Strategies and the Motivation to Use Them: Rethinking Education Policy. Policy Insights from the Behavioral and Brain Sciences, 6(2), 107-114. https://doi.org/10.1177/2372732219860862

Dolmans, D. H. J. M., Loyens, S. M. M., Marcq, H., & Gijbels, D. (2015). Deep and surface learning in problem-based learning: a review of the literature. Advances in Health Sciences Education, 21(5), 1087-1112. https://doi.org/10.1007/s10459-015-9645-6

Donald, J. G. (1985). Intellectual Skills in Higher Education. Canadian Journal of Higher Education, 15(1), 52-68.

Downe-Wamboldt, B. (1992). Content analysis: method, applications, and issues. Health Care Women Int, 13(3), 313-321. https://doi.org/10.1080/07399339209516006

Elo, S., & Kyngas, H. (2008). The qualitative content analysis process. J Adv Nurs, 62(1), 107-115. https://doi.org/10.1111/j.1365-2648.2007.04569.x

Erlina, N., Prayekti, & Wicaksono, I. (2022). ATOMIC PHYSICS TEACHING MATERIALS IN BLENDED LEARNING TO IMPROVE SELF-DIRECTED LEARNING SKILLS IN DISTANCE EDUCATION [Article]. Turkish Online Journal of Distance Education, 23(4), Article 2. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85140038234&partnerID=40&md5=2a62d6a91c9c91d8a09502801fe56fce

Fang, J.-W., He, L.-Y., Hwang, G.-J., Zhu, X.-W., Bian, C.-N., & Fu, Q.-K. (2022). A concept mapping-based self-regulated learning approach to promoting students’ learning achievement and self-regulation in STEM activities. Interactive Learning Environments, 1-23. https://doi.org/10.1080/10494820.2022.2061013

Fraenkel, J., Wallen, N., & Hyun, H. (2011). How to Design and Evaluate Research in Education. McGraw-Hill.

Galoyan, T., & Songer, N. B. (2022). How do interdisciplinary teams co-construct instructional materials emphasising both science and engineering practices? International Journal of Science Education, 44(8), 1299-1317. https://doi.org/10.1080/09500693.2022.2075949

Geng, S., Law, K. M. Y., & Niu, B. (2019). Investigating self-directed learning and technology readiness in blending learning environment. International Journal of Educational Technology in Higher Education, 16, Article 17. https://doi.org/10.1186/s41239-019-0147-0

Gerard, L., Bradford, A., & Linn, M. C. (2022). Supporting Teachers to Customize Curriculum for Self-Directed Learning [Article]. Journal of Science Education and Technology, 31(5), 660-679. https://doi.org/10.1007/s10956-022-09985-w

Gibbons, M. (2002). The self-directed learning handbook: challenging adolescent students to excel (1st ed.). Jossey-Bass.

Gozzard, D. R., & Zadnik, M. G. (2021). Contribution of self-directed, naked-eye observations to students' conceptual understanding and attitudes towards astronomy [Article]. Physical Review Physics Education Research, 17(1), Article 010134. https://doi.org/10.1103/PhysRevPhysEducRes.17.010134

Haggarty, L. (1996). What is ... content analysis? Medical Teacher, 18(2), 99-101.

Heo, J., & Han, S. (2017). Effects of motivation, academic stress and age in predicting self-directed learning readiness (SDLR): Focused on online college students. Education and Information Technologies, 23(1), 61-71. https://doi.org/10.1007/s10639-017-9585-2

Higgins, N. L., Frankland, S., & Rathner, J. A. (2021). Self-Regulated Learning in Undergraduate Science [Article]. International Journal of Innovation in Science and Mathematics Education, 29(1), 58-70. https://doi.org/10.30722/IJISME.29.01.005

Jeong, K.-O. (2022). Facilitating Sustainable Self-Directed Learning Experience with the Use of Mobile-Assisted Language Learning [Article]. Sustainability, 14(5), 13, Article 2894. https://doi.org/10.3390/su14052894

Jin, X. Q., Jiang, Q., Xiong, W. Y., Pan, X. Z., & Zhao, W. (2022). Using the Online Self-Directed Learning Environment to Promote Creativity Performance for University Students. Educational Technology & Society, 25(2), 130-147. ://WOS:000798704300010

Jordaan, T., & Havenga, M. (2020). University-school initiative for a career in engineering: Development of self-directed learning when solving mathematics problems [Article]. World Transactions on Engineering and Technology Education, 18(3), 284-289. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089355433&partnerID=40&md5=2a66a8abcc96e8d6d964c8724f8af098

Kayacan, K., & Ektem, I. S. (2019). The effects of biology laboratory practices supported with self-regulated learning strategies on students' self-directed learning readiness and their attitudes towards science experiments [Article]. European Journal of Educational Research, 8(1), 313-323. https://doi.org/10.12973/eu-jer.8.1.313

Khodaei, S., Hasanvand, S., Gholami, M., Mokhayeri, Y., & Amini, M. (2022). The effect of the online flipped classroom on self-directed learning readiness and metacognitive awareness in nursing students during the COVID-19 pandemic [Article]. Bmc Nursing, 21(1), 10, Article 22. https://doi.org/10.1186/s12912-022-00804-6

Kim, R., Olfman, L., Ryan, T., & Eryilmaz, E. (2014). Leveraging a personalized system to improve self-directed learning in online educational environments. Computers and Education, 70, 150-160. https://doi.org/10.1016/j.compedu.2013.08.006

K?r?kkaya, E. B., & Y?ld?r?m, ?. (2021). Investigating the Effect of Using Web 2.0 Tools on 7th-Grade Students’ Academic Achievements in Science and Self-Directed Learning with Technology [Article]. Journal of Turkish Science Education, 18(3), 439-460. https://doi.org/10.36681/tused.2021.83

Knowles, M. S. (1975). Self-directed learning: a guide for learners and teachers. Association Press.

Krippendorff, K. (2004). Content Analysis: An Introduction to its Methodology. Sage Publications.

Labonte, C., & Smith, V. R. (2022). Learning through technology in middle school classrooms: Students' perceptions of their self-directed and collaborative learning with and without technology. Education and Information Technologies, 27(5), 6317-6332. https://doi.org/10.1007/s10639-021-10885-6

LeBeau, B., Harwell, M., Monson, D., Dupuis, D., Medhanie, A., & Post, T. R. (2012). Student and high-school characteristics related to completing a science, technology, engineering or mathematics (STEM) major in college. Research in Science & Technological Education, 30(1), 17-28. https://doi.org/10.1080/02635143.2012.659178

Li, H., Majumdar, R., Chen, M. R. A., & Ogata, H. (2021). Goal-oriented active learning (GOAL) system to promote reading engagement, self-directed learning behavior, and motivation in extensive reading [Article]. Computers and Education, 171, Article 104239. https://doi.org/10.1016/j.compedu.2021.104239

Lim, W., Son, J. W., Gregson, S., & Kim, J. (2018). An Examination of High School Students’ Online Engagement in Mathematics Problems [Article]. International Journal of Web-Based Learning and Teaching Technologies, 13(2), 1-15. https://doi.org/10.4018/IJWLTT.2018040101

Lin, T.-J., Lin, T.-C., Potvin, P., & Tsai, C.-C. (2018). Research trends in science education from 2013 to 2017: a systematic content analysis of publications in selected journals. International Journal of Science Education, 41(3), 367-387. https://doi.org/10.1080/09500693.2018.1550274

Lin, X. F., Tang, D., Lin, X., Liang, Z. M., & Tsai, C. C. (2019). An exploration of primary school students’ perceived learning practices and associated self-efficacies regarding mobile-assisted seamless science learning [Article]. International Journal of Science Education, 41(18), 2675-2695. https://doi.org/10.1080/09500693.2019.1693081

Liu, A., Shapiro, C., Gregg, J., Levis-Fitzgerald, M., Sanders O'Leary, E., & Kennison, R. L. (2022). Scaling up a life sciences college career exploration course to foster STEM confidence and career self-efficacy. Research in Science & Technological Education, 1-17. https://doi.org/10.1080/02635143.2022.2083599

Liu, H. L., Wang, T. H., Lin, H. K., Lai, C. F., & Huang, Y. M. (2022). The Influence of Affective Feedback Adaptive Learning System on Learning Engagement and Self-Directed Learning. Front Psychol, 13, 858411. https://doi.org/10.3389/fpsyg.2022.858411

Long, H. B. (1994). Resources Related to Overcoming Resistance to Self-Direction in Learning New Directions for Adult and Continuing Education, 64, 13-21. https://doi.org/10.1002/ace.36719946404

Mann, G., & Willans, J. (2020). “Monkey See, Monkey Do, That’s Not Going to Actually Teach You”: Becoming a Self-Directed Learner in Enabling Mathematics Units [Article]. Student Success, 11(1), 55-65. https://doi.org/10.5204/ssj.v11i1.1462

Marra, R. M., Hacker, D. J., & Plumb, C. (2022). Metacognition and the development of self?directed learning in a problem?based engineering curriculum. Journal of engineering education (Washington, D.C.), 111(1), 137-161. https://doi.org/10.1002/jee.20437

Melton, J. W., Ali Saiful, J., & Pat Shein, P. (2022). Interdisciplinary STEM program on authentic aerosol science research and students’ systems thinking approach in problem-solving. International Journal of Science Education, 44(9), 1419-1439. https://doi.org/10.1080/09500693.2022.2080886

Mentz, E., & Van Zyl, S. (2018). The impact of cooperative learning on self-directed learning abilities in the computer applications technology class. International Journal of Lifelong Education, 37(4), 482-494. https://doi.org/10.1080/02601370.2018.1513426

Morris, T. H. (2019). Self-directed learning: A fundamental competence in a rapidly changing world. International Review of Education, 65(4), 633-653. https://doi.org/10.1007/s11159-019-09793-2

Morris, T. H., & Rohs, M. (2021). The potential for digital technology to support self-directed learning in formal education of children: a scoping review. Interactive Learning Environments, 1-14. https://doi.org/10.1080/10494820.2020.1870501

Newman, E., & Farren, M. (2018). Transforming self-driven learning using action research [Article]. Journal of Work-Applied Management, 10(1), 4-18. https://doi.org/10.1108/JWAM-10-2017-0029

Nicoll, K., & Fejes, A. (2011). Lifelong Learning: A Pacification of ‘Know How’. Studies in Philosophy and Education, 30(4), 403-417. https://doi.org/10.1007/s11217-011-9235-x

Onah, D. F. O., Pang, E. L. L., Sinclair, J. E., & Uhomoibhi, J. (2021). An innovative MOOC platform: the implications of self-directed learning abilities to improve motivation in learning and to support self-regulation [Article]. International Journal of Information and Learning Technology, 38(3), 283-298. https://doi.org/10.1108/IJILT-03-2020-0040

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hrobjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., . . . Moher, D. (2021). The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71

Palaniappan, K., & Noor, N. M. (2022). Gamification Strategy to Support Self-Directed Learning in an Online Learning Environment [Article]. International Journal of Emerging Technologies in Learning, 17(3), 104-116. https://doi.org/10.3991/ijet.v17i03.27489

Pollard, V., Hains-Wesson, R., & Young, K. (2018). Creative teaching in STEM. Teaching in Higher Education, 23(2), 178-193. https://doi.org/10.1080/13562517.2017.1379487

Power, K., & Goodnough, K. (2019). Fostering teachers' autonomous motivation during professional learning: a self-determination theory perspective. Teaching Education, 30(3), 278-298. https://doi.org/10.1080/10476210.2018.1465035

Prasetio, H., Rosidin, U., & Suyatna, A. (2019). The Impact of Android Based Assessment for Learning System Toward Students Self-Directed Learning Ability on Thermodynamic Matter. Journal of Science Education, 20(2), 16-19.

Rancourt, A. M. (2012). Assessing Academic/Intellectual Skills in Keene State College's Integrative Studies Program. Journal of assessment and institutional effectiveness, 2(2), 211-262. https://doi.org/10.5325/jasseinsteffe.2.2.0211

Rini, R., Mujiyati, M., Sukamto, I., & Hariri, H. (2022). The Effect of Self-Directed Learning on Students' Digital Literacy Levels in Online Learning. International Journal of Instruction, 15(3), 329-344. https://doi.org/10.29333/iji.2022.15318a

Schweder, S. (2019). Mastery goals, positive emotions and learning behavior in self-directed vs. teacher-directed learning. European Journal of Psychology of Education, 35(1), 205-223. https://doi.org/10.1007/s10212-019-00421-z

Schweder, S., & Raufelder, D. (2019). Positive emotions, learning behavior and teacher support in self?directed learning during adolescence: Do age and gender matter? Journal of Adolescence, 73(1), 73-84. https://doi.org/10.1016/j.adolescence.2019.04.004

Schweder, S., & Raufelder, D. (2021). Interest, flow and learning strategies how the learning context affects the moderating function of flow [Article]. Journal of Educational Research, 114(2), 196-209. https://doi.org/10.1080/00220671.2021.1887066

Schweder, S., & Raufelder, D. (2022). Adolescents' expectancy-value profiles in school context: The impact of self-directed learning intervals [Article]. Journal of Adolescence, 94(4), 569-586. https://doi.org/10.1002/jad.12047

Scott, P. H., Veitch, N. J., Gadegaard, H., Mughal, M., Norman, G., & Welsh, M. (2018). Enhancing theoretical understanding of a practical biology course using active and self-directed learning strategies [Article]. Journal of Biological Education, 52(2), 184-195. https://doi.org/10.1080/00219266.2017.1293557

Shah, K. V. P., Goyal, S., Ramachandran, V., Kohn, J. R., Go, J. A., Wiley, Z., Moturu, A., Namireddy, M. K., Kumar, A., Jacobs, R. C., Stampfl, M., Shah, J. S. R., Fu, J. T., Lin, W. J. V., Ho, B. D., Wey, G., Lin, S. H. Y., Caruso, A. C., Gay, L. J., . . . Andrabi, S. (2020). Efficacy of quality improvement and patient safety workshops for students: a pilot study [Article]. Bmc Medical Education, 20(1), 10, Article 126. https://doi.org/10.1186/s12909-020-1982-3

Shao, M. M., Hong, J. C., & Zhao, L. (2022). Impact of the self-directed learning approach and attitude on online learning ineffectiveness: The mediating roles of internet cognitive fatigue and flow state [Article]. Frontiers in Public Health, 10, 11, Article 927454. https://doi.org/10.3389/fpubh.2022.927454

Stemler, S. E. (2015). Content Analysis. John Wiley & Sons, Inc. https://doi.org/https://doi.org/10.1002/9781118900772

Sukardjo, M., & Salam, M. (2020). Effect of concept attainment models and self-directed learning (SDL) on mathematics learning outcomes [Article]. International Journal of Instruction, 13(3), 275-292. https://doi.org/10.29333/iji.2020.13319a

Sumuer, E. (2018). Factors related to college students' self-directed learning with technology. Australasian Journal of Educational Technology, 34(4), 29-43. https://doi.org/10.14742/ajet.3142

Sun, W., Hong, J.-C., Dong, Y., Huang, Y., & Fu, Q. (2022). Self-directed Learning Predicts Online Learning Engagement in Higher Education Mediated by Perceived Value of Knowing Learning Goals [Article; Early Access]. The Asia-Pacific Education Researcher, 10. https://doi.org/10.1007/s40299-022-00653-6

Tekkol, I. A., & Demirel, M. (2018). An Investigation of Self-Directed Learning Skills of Undergraduate Students. Front Psychol, 9, 2324. https://doi.org/10.3389/fpsyg.2018.02324

Threekunprapa, A., & Yasri, P. (2020). Patterns of computational thinking development while solving unplugged coding activities coupled with the 3s approach for self-directed learning [Article]. European Journal of Educational Research, 9(3), 1025-1045. https://doi.org/10.12973/EU-JER.9.2.1025

Toh, W., & Kirschner, D. (2020). Self-directed learning in video games, affordances and pedagogical implications for teaching and learning. Computers & Education, 154. https://doi.org/10.1016/j.compedu.2020.103912

Truchly, P., Medvecky, M., Podhradsky, P., & El Mawas, N. (2019). STEM education supported by virtual laboratory incorporated in self-directed learning process. Journal of Electrical Engineering-Elektrotechnicky Casopis, 70(4), 332-344. https://doi.org/10.2478/jee-2019-0065

Uus, Õ., Mettis, K., & Väljataga, T. (2022). Self-directed learning: A case-study of school students scientific knowledge construction outdoors [Article]. Cogent Education, 9(1), Article 2074342. https://doi.org/10.1080/2331186X.2022.2074342

Uus, Õ., Mettis, K., Väljataga, T., & Ley, T. (2021). Differences in Self-Directed Learning: Middle-School Students’ Autonomous Outdoor Studying. Frontiers in education, 6. https://doi.org/10.3389/feduc.2021.718295

Weber, R. P. (1990). Basic Content Analysis: Quantitative Applications in the Social Sciences. Sage Publications, Inc.

Wright, K., & Waxman, H. C. (2022). A multilevel analysis of malleable school and teacher factors contributing to middle grades’ teachers use of effective STEM practices. Educational Studies, 1-21. https://doi.org/10.1080/03055698.2021.2023474

Zainuddin, Z., Haruna, H., Li, X., Zhang, Y., & Chu, S. K. W. (2019). A systematic review of flipped classroom empirical evidence from different fields: what are the gaps and future trends? On the Horizon, 27(2), 72-86. https://doi.org/10.1108/oth-09-2018-0027

Zhu, M., & Kadirova, D. (2022). Self-directed learners’ perceptions and experiences of learning computer science through MIT open courseware [Article]. Open Learning, 37(4), 370-385. https://doi.org/10.1080/02680513.2020.1781606

Zhu, M. N., & Bonk, C. J. (2019). Designing MOOCs to Facilitate Participant Self-Monitoring for Self-Directed Learning. Online Learning, 23(4), 106-134. https://doi.org/10.24059/olj.v23i4.2037

Zhu, M. N., & Doo, M. Y. (2022). The relationship among motivation, self-monitoring, self-management, and learning strategies of MOOC learners. Journal of Computing in Higher Education, 34(2), 321-342. https://doi.org/10.1007/s12528-021-09301-2

Ziegler, E., Edelsbrunner, P. A., & Stern, E. (2021). The benefit of combining teacher-direction with contrasted presentation of algebra principles [Article]. European Journal of Psychology of Education, 36(1), 187-218. https://doi.org/10.1007/s10212-020-00468-3

Zoechling, S., Hopf, M., Woithe, J., & Schmeling, S. (2022). Students’ interest in particle physics: conceptualisation, instrument development, and evaluation using Rasch theory and analysis. International Journal of Science Education, 1-28. https://doi.org/10.1080/09500693.2022.2122897

Zulu, E., Haupt, T., & Tramontin, V. (2018). COGNITIVE LOADING DUE TO SELF-DIRECTED LEARNING, COMPLEX QUESTIONS AND TASKS IN THE ZONE OF PROXIMAL DEVELOPMENT OF STUDENTS. Problems of Education in the 21st century, 76(6), 864-880. https://doi.org/10.33225/pec/18.76.8

Authors

Justine Mercado
mercadojus.616@gmail.com (Primary Contact)
Mercado, J. (2024). Self-Directed Learning in STEM Teaching and Learning: A Systematic Review of Empirical Evidence. Scientechno: Journal of Science and Technology, 3(1), 53–84. https://doi.org/10.55849/scientechno.v3i1.739

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