Development and Validation of a Self-Regulated Learning Training Package Based on a Causal Model and Its Effectiveness on the Innovative Behavior of Postgraduate Students
Keywords:
Self-Regulated Learning, Innovative Behavior, Causal Model, Higher Education, Postgraduate StudentsAbstract
This study aimed to design and validate a self-regulated learning training package based on a causal model and assess its effectiveness in enhancing postgraduate students’ innovative behavior. A mixed-method exploratory design was adopted. In the qualitative phase, thematic content analysis identified self-regulated learning components. In the quantitative phase, a quasi-experimental pretest–posttest design with a three-month follow-up and control group was conducted. The population included 528 postgraduate students at Ilam University (2022–2023). Thirty volunteers were randomly assigned to experimental (n=15) and control (n=15) groups. Data were collected using the Innovative Behavior Questionnaire (Janssen, 2000) and the Self-Regulated Learning Questionnaire (Fisher et al., 2013). Analysis of covariance indicated a significant difference in posttest innovative behavior scores between the experimental and control groups after adjusting for pretest scores (F=214.81, p<0.001), with an effect size of 0.64. Students in the experimental group showed notable improvement in creativity, idea generation, idea promotion, idea realization, and risk-taking compared with the control group. The developed training package successfully fostered an active, motivational learning environment, improved self-directed learning skills, and enhanced innovative capabilities among postgraduate students. Employing a causal model facilitated targeting critical factors influencing innovation, providing a practical strategy to strengthen creative and innovative competencies in higher education.
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Afra, A., Foroutan, M., Najafi, M., & Kamiari, N. (2024). Comparative Study of Adherence to Research Ethics in Medical Theses by Professors and Students. Medicine and Purification, 33(3), 159-147. https://www.tebvatazkiye.ir/article_215379.html
Ahanchian, M. R., & Asar Rudi, A. Q. (2015). The Relationship Between Decision-Making Style and Self-Directed Learning in Nursing Students. Military Care Sciences, 2(1), 32-24. https://doi.org/10.18869/acadpub.mcs.2.1.24
Ahmadpour, A., Salehli, F., & Shahrooki, M. R. (2018). Factors Affecting the Innovative Behavior of Students at the Agricultural Training College of Sari. Quarterly Journal of Agricultural Education Management Research, 10(47), 67-83. https://itvhe.areeo.ac.ir/article_118708.html
Ameli, F., Abbaszadeh, N., & Hosseini, M. A. (2021). Identifying Factors Influencing Innovative Behavior in Students (Case Study: Islamic Azad Universities in Mazandaran Province). Innovation and Creativity in Humanities, 11(2), 151-180. https://sid.ir/paper/1032700/fa
Can, İ. H., & Honca, M. (2023). Awareness of Scientific Publication Ethics in Higher Education. International Journal of Ethics Education, 8(1), 67-84. https://doi.org/10.1007/s40889-022-00154-6
Choi, E., Lindquist, R., & Song, Y. (2023). Effects of Problem-Based Learning vs. Traditional Lecture on Korean Nursing Students' Critical Thinking, Problem-Solving, and Self-Directed Learning. Nurse Education Today, 34(1), 52-56. https://doi.org/10.1016/j.nedt.2013.02.012
Clark, C. (2021). Examining Self-Directed Learning Readiness and Performance of Business Students. e-Journal of Business Education and Scholarship of Teaching, 15(3), 25-35. https://rme.gums.ac.ir/browse.php?a_id=1413&slc_lang=fa&sid=1&printcase=1&hbnr=1&hmb=1
Dakhsh, S., Khademi Zadeh, S., Faraj Pehlou, A., & Farhadi Rad, H. (2024). Factors Influencing Adherence to Publishing Ethics in the Research System of the Ministry of Science, Research and Technology. Information Processing and Management Research, 39(4), 1141-1168. https://doi.org/10.2034/jipm.2024.713445
Ebrahimpour, H., Hosseinnajad, N., Naimati, V., & Taghipour, F. (2015). Investigating the Relationship Between Spiritual Intelligence and Innovative Behavior of Teachers. School Psychology, 4(1 (Continuous 13)), 7-21. https://jsp.uma.ac.ir/article_282.html
Fangzhou, J., Chin-Hsi, L., & Chun, L. (2025). Modeling AI-assisted writing: How self-regulated learning influences writing outcomes. Computers in human Behavior, 165, 108538. https://doi.org/10.1016/j.chb.2024.108538
Farokh, B., & Shah Talebi, B. (2018). The Relationship Between Self-Directed Learning, Self-Efficacy, and Information Literacy with Knowledge Sharing Behavior. Research in Curriculum Planning (Knowledge and Research in Educational Sciences - Curriculum Planning), 15(29 (Continuous 56)), 148-161. https://ensani.ir/fa/article/download/392524
Gu, S., Gao, M., Yan, Y., Wang, F., Tang, Y. Y., & Huang, J. H. (2018). The Neural Mechanism Underlying Cognitive and Emotional Processes in Creativity. Frontiers in psychology. https://doi.org/10.3389/fpsyg.2018.01924
Hosseini Taghdehi, L., & Salehi, M. (2018). The Relationship Between Self-Directed Learning and Self-Efficacy of Students with the Mediating Role of Information Literacy, Information Technology, and Communication. Educational Sciences, 8(2), 21-45. https://journals.iau.ir/article_661630.html
Jeon, Y. (2025). The Structural Relationships Among Factors Influencing Self-Regulated Learning Ability and Flow in University E-Learners: Focusing on Learning Motivation, Metacognition, and Grit. Kor Assoc Think. Dev, 21(1), 59-86. https://doi.org/10.51636/jotd.2025.04.21.1.59
Nadia, W., Ahmad, Sayyadi, M., Saniyi, W., Bashari, Roshan, D., & Wahabi, A. (2018). Examining the Level of Information Literacy and Related Factors Among Students of Kurdistan University of Medical Sciences and Kurdistan University in 2015. Nursing, Midwifery, and Paramedical Sciences, 3(4), 36-45. https://doi.org/10.29252/sjnmp.3.4.36
Nuryana, I. K. D., & Wahyuni, D. (2025). The Role of Learning Motivation in Mediating the Influence of Self-Regulated Learning and Peer Social Support on Academic Burnout in Grade XI Boarding School Students at Madrasah Aliyah, Sleman Regency. Ijems, 2(1), 219-237. https://doi.org/10.61132/ijems.v2i1.451
Paz-Baruch, N. (2025). The impact of self-efficacy and self-regulated learning strategies on students' achievements in STEM disciplines. Educational Research and Evaluation, 30(3-4), 167-189. https://doi.org/10.1080/13803611.2024.2401409
Rajabali Beglou, R., Alireza Zogheh, A.-I., Zahra Rajabali, B., & Nadia Haji, A. (2022). The Process of Peer Review and Its Ethical Challenges: Can We Hope for Ethical Judgment? Ethics in Science and Technology, 17(2), 16-21. https://ethicsjournal.ir/browse.php?a_id=2661&sid=1&slc_lang=fa
Sun, X., Li, J., & Meng, L. (2021). Reflection on EFL/ESL Teachers' Emotional Creativity and Students L2 Engagement. Frontiers in psychology, 12, 758931. https://doi.org/10.3389/fpsyg.2021.758931
Zahdeh Babolan, A., & Seyed Kalan, S. M. (2015). Examining the Impact of Perceived Innovative Organizational Climate on Creative Self-Efficacy and Innovative Behavior of Student-Teachers Using Structural Equation Modeling. Management in Educational Organizations, 4(1), 103-125. http://journalieaa.ir/article-1-31-fa.html
Zhu, M., Bonk, C. J., & Berri, S. (2022). Fostering Self-Directed Learning in MOOCs: Motivation, Learning Strategies, and Instruction. Online Learning, 26(1), 153-173. https://doi.org/10.24059/olj.v26i1.2629
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