Mixed-Methods Study on the Role of Flow Experience as a Mediator in the Association Between Learning Motivation and Learning Outcomes in Professional Vocabulary Competitions Among Vocational Senior High School Students
Author: Chien-Yun Dai (Department of Industrial Education, National Taiwan Normal University), Sheng-Zhe Huang (Department of Industrial Education, National Taiwan Normal University) , Yu-Hsi Yuan (Department of Graphic Communication Arts, National Taiwan University of Arts)
Vol.&No.:Vol. 68, No. 4
Date:December 2023
Pages:35-65
DOI:https://doi.org/10.6209/JORIES.202312_68(4).0002
Abstract:
Research Motivation and Objectives
The Taiwanese Ministry of Education’s National and Preschool Education Bureau (2019) has emphasized practical implementation as a critical element of the curriculum development of their educational reforms. In addition, understanding the emotional experiences of learners during the learning process is crucial. To foster bilingual competence and international competitiveness in Taiwanese students, the National Development Council of the Executive Yuan (2019) proposed the “2030 Bilingual Nation Policy Development Blueprint.” Similarly, the Ministry of Education (2019) released its “Bilingual National Plan” aimed at nurturing competent, globally competitive bilingual talents.
This present study explored the role of flow experience as a mediating variable to identify a means of enhancing learner motivation and the effectiveness of learning English for professional vocabulary competitions. The focus of this study was to facilitate the cultivation of bilingual talents in accordance with Taiwan’s curriculum-oriented bilingual policies by pursuing the following objectives:
1. To understand the differences in the backgrounds, learning motivations, and flow experiences of learners and in the effectiveness of learning.
2. To investigate the associations between learning motivation, flow experience, and learning effectiveness in the context of English professional vocabulary competitions.
3. To assess the mediating role of flow experience in the association between learning motivation and learning effectiveness in the context of English professional vocabulary competitions.
4. To formulate conclusions and suggestions concerning the state of professional English vocabulary learning in a competition setting among vocational high school students.
Literature Review
To bridge the gap between theoretical learning and practical application, specialized courses, such as English for Specific Purposes and English for Academic Purposes, have become increasingly common in Taiwan (Lin & Zhang, 2019).
Flow experience refers to a psychological state wherein individuals are fully immersed in an activity, leading to enhanced motivation and learning effectiveness (Yan, 2018). Flow experience fosters both pleasure and concentration (Chang & Lin, 2016).
Kleinginna and Kleinginna (1981) proposed that motivation leads individuals to take action and directs their behavior. The factors influencing motivation include the strength of needs and the psychological processes that guide an individual’s actions. Piccoli et al. (2001) defined learning effectiveness as measurable changes in a learner’s skills, knowledge, and attitudes after they participate in instructional activities.
Research Method
This study adopted a mixed-methods design to address its research questions. For the quantitative aspects of this study, the Flow Experience Scale was used to measure the degree of flow during competition, the Motivation Scale was used to assess learning motivation during the competition process, the learners’ competition performance was used as an objective measure of learning effectiveness, and the Self-awareness Scale was use as a subjective assessment of learning effectiveness. Qualitative data were collected through in-depth interviews with instructors who prepare students for English for Specific Purposes vocabulary competitions in various schools. Content analysis was used to organize and summarize the perspectives of the interviewees. The quantitative data of this study were subjected to statistical analysis, whereas the qualitative data were conceptualized using quantitative findings, described interpretively, and verified against the quantitative results. The results of both the quantitative and the qualitative analyses contributed to this study’s exploration of the research problem and objectives.
Research Result
1. SPSS statistical analysis revealed that factors such as gender, school type (public or private), and participation in a foreign language group did not significantly influence learning motivation, flow experience, or self-awareness. However, notable differences were observed in these variables between the high- and low-performing groups across all subjects. Moreover, using partial least squares to conduct multivariate regression analysis, this study discovered that flow experience played a significant mediating role in the association between learning motivation and self-awareness but not in the association between learning motivation and competition performance. These findings indicate that improving learning motivation can enhance flow experience and self-awareness, leading to better learning outcomes, irrespective of external variables.
2. Qualitative interviews with English vocabulary competition instructors in New Taipei City confirmed their endorsement of the “learning through competition” pedagogical model. These instructors also believed that participation in specialized English vocabulary competitions helps students improve their English language abilities. They also agreed that increasing learning motivation is crucial to improving learning effectiveness, considering the two to be interrelated and mutually reinforcing.
3. Technical and vocational learners benefit from studying English in the context of their professional subjects because this approach reduces the gap between theoretical knowledge and practical application. Learning professional English vocabulary not only enables learners to integrate what they have learned but also enables them to remember specialized terminology more easily, thus connecting their professional subjects and English.
4. Instructors must employ teaching strategies to effectively conduct professional English competitions and must remain aware of learners’ psychological states throughout the educational process. Some learners may feel alienated from or even avoid subjects they struggle with. Instructors should encourage learners to improve their learning experiences and solve learning problems as they arise.
Discussion and Suggestions
The findings of this study demonstrate the effectiveness of using competition to enhance the learning motivation of students. They further substantiate the association between learning motivation and learning outcomes. Compared with English language and literature learning methods, this competition-based approach offers learners an experience that differs from that of traditional language learning. Although the challenge of bridging the gap between theory and practical application is not exclusive to learners in vocational systems, it is particularly notable for those learning English within such settings. Establishing connections between professional English vocabulary and vocational subjects may be an effective pedagogical strategy and aligns well with Taiwan’s bilingual policy initiatives.
Taiwan’s ongoing development of new curricular frameworks and bilingual policies may lead to challenges for both teachers and learners. In future qualitative research, interviews with learners and teachers from different backgrounds could offer valuable insights into these challenges. Further, exploring the mediating role of flow experience on learning motivation and outcomes across different stages of education could expand the scope of analysis and thereby offer more robust suggestions for improving English language learning and contribute to the promotion and development of bilingual educational policies.
Keywords:flow experience, Professional Vocabulary Quotient Credential, learning effect, learning motivation
《Full Text》
References:
- 中時新聞網(2021)。新北技職教育政策首創6項全國第一。https://www.chinatimes.com/realtimenews/20210505001631-260407?chdtv【China Times News Network. (2021). New Taipei’s technical and vocational education policy has created six national firsts. https://www.chinatimes.com/realtimenews/ 20210505001631-260407?chdtv】
- 全球學習與測評發展中心(2014)。關於專業英文詞彙能力國際認證。http://www2.gladworld.net/ gladworldtest/CHT_PVQC.php【Global Learning and Assessment Development. (2014). About the international certification of professional English vocabulary ability. http://www2.gladworld.net/ gladworldtest/CHT_PVQC.php】
- 周碩貴(2002)。數位心智圖教學運用於高職學生英文字彙記憶之研究(未出版之碩士論文)。國立臺北科技大學。【Zhou, S.-G. (2002). Research on digital mind map teaching applied to English vocabulary memory of vocational students [Unpublished master’s thesis]. National Taipei University of Technology.】
- 林肇基、張嘉育(2019)。十二教課綱實施後技術型高中英語教育的挑戰。教育脈動,18,1-7-004。【Lin, Z.-J., & Zhang, J.-Y. (2019). The challenge of technical high school English education after the implementation of 108 curriculum guidelines. Education Pulse, 18, 1-7-004.】
- 邱雅玲、連廷嘉、陳思帆(2019)。國中教師心流經驗及慢性疲勞症候群之調查研究。輔導季刊,55(4),1-14。【Chiu, Y.-L., Lien, T.-C., & Chen, S.-F. (2019). Investigation study on the flow experience and chronic fatigue syndrome of junior high school teachers. Guidance Quarterly, 55(4), 1-14.】
» More
- 中時新聞網(2021)。新北技職教育政策首創6項全國第一。https://www.chinatimes.com/realtimenews/20210505001631-260407?chdtv【China Times News Network. (2021). New Taipei’s technical and vocational education policy has created six national firsts. https://www.chinatimes.com/realtimenews/ 20210505001631-260407?chdtv】
- 全球學習與測評發展中心(2014)。關於專業英文詞彙能力國際認證。http://www2.gladworld.net/ gladworldtest/CHT_PVQC.php【Global Learning and Assessment Development. (2014). About the international certification of professional English vocabulary ability. http://www2.gladworld.net/ gladworldtest/CHT_PVQC.php】
- 周碩貴(2002)。數位心智圖教學運用於高職學生英文字彙記憶之研究(未出版之碩士論文)。國立臺北科技大學。【Zhou, S.-G. (2002). Research on digital mind map teaching applied to English vocabulary memory of vocational students [Unpublished master’s thesis]. National Taipei University of Technology.】
- 林肇基、張嘉育(2019)。十二教課綱實施後技術型高中英語教育的挑戰。教育脈動,18,1-7-004。【Lin, Z.-J., & Zhang, J.-Y. (2019). The challenge of technical high school English education after the implementation of 108 curriculum guidelines. Education Pulse, 18, 1-7-004.】
- 邱雅玲、連廷嘉、陳思帆(2019)。國中教師心流經驗及慢性疲勞症候群之調查研究。輔導季刊,55(4),1-14。【Chiu, Y.-L., Lien, T.-C., & Chen, S.-F. (2019). Investigation study on the flow experience and chronic fatigue syndrome of junior high school teachers. Guidance Quarterly, 55(4), 1-14.】
- 高曼婷(2020)。技術型高中學生專業英文詞彙學習成效評估模式之研究(未出版之博士論文)。國立臺灣師範大學。https://doi.org/10.6345/NTNU202001543【Kao, M.-T. (2020). The study on evaluation the professional terminology learning performance evaluation model of vocational high school students [Unpublished doctoral dissertation]. National Taiwan Normal University. https://doi.org/10.6345/NTNU202001543】
- 國家發展委員會(2018)。2030雙語國家政策發展藍圖。https://ws.ndc.gov.tw/Download.ashx?u=LzAwMS9hZG1pbmlzdHJhdG9yLzEwL3J1bGZpbGUvMC8xMjEZNy9hNGM4YWMwMSOzNDMyLTRhMDAtOGYwNyOZNDExOWVjNWQ2ODgucGRm&n=MjAzMOmbmeiqnuWei%2BWutuaUv%2BWutuaUv%2BetlueZvOWxleiXjelWeli5WZGY%3D&icon=..pdf【National Development Council. (2019). 2030 blueprint for bilingual national policy development.https://ws.ndc.gov.tw/Download.ashx?u=LzAwMS9hZG1pbmlzdHJhdG9yLzEwL3J1bGZpbGUvMC8xMjEZNy9hNGM4YWMwMSOzNDMyLTRhMDAtOGYwNyOZNDExOWVjNWQ2ODgucGRm&n=MjAzMOmbmeiqnuWei%2BWutuaUv%2BWutuaUv%2BetlueZvOWxleiXjelWeli5WZGY%3D&icon=..pdf】
- 張武昌(2014)。臺灣英語教育的「變」與「不變」:面對挑戰,提升英語力。中等教育,65(3),6-17。https://doi.org/10.6249/SE.2014.65.3.01【Zhang, W.-C. (2014). The “change” and “unchanged” of English education in Taiwan: Facing challenges and improving English proficiency. Secondary Education, 65(3), 6-17. https://doi.org/10.6249/SE.2014.65.3.01】
- 張春興(2000)。教育心理學:三化取向的理論與實踐。東華書局。【Zhang, C.-X. (2012). Educational psychology: Theory and practice of the three-oriented orientation. Tung Hua Book.】
- 張基成、林冠佑(2016)。從傳統數位學習到遊戲式數位學習—學習成效、心流體驗與認知負荷。科學教育學刊,24(3),221-248。https://doi.org/10.6173/CJSE.2016.2403.01【Chang, C.-C, & Lin, K.-Y. (2016). From traditional e-learning to digital game-based learning: Learning performance, flow experience and cognitive load. Contemporary Journal of Science Education, 24(3), 221-248. https://doi.org/10.6173/ CJSE.2016.2403.01】
- 張基成、徐郁昇(2011)。高職學生電工機械混成式數位學習效果。科學教育學刊,19(6),549-579。https://doi.org/10.6173/CJSE.2011.1906.04【Chang, C.-C., & Hsu, Y.-S. (2011). The effects of blended electrical-machinery E-learning on vocational high school students. Contemporary Journal of Science Education, 19(6), 549-579. https://doi.org/10.6173/ CJSE.2011.1906.04】
- 教育部(2000)。國民中小學九年一貫課程綱要。https://www.k12ea.gov.tw/【Ministry of Education. (2000). The nine-year curriculum syllabus for primary and secondary schools. https:// www.k12ea.gov.tw/】
- 教育部(2019)。教育部推動雙語國家計畫。https://www.edu.tw/Default.aspx【Ministry of Education (2019). The Ministry of Education promotes the bilingual country program. https:// www.edu.tw/Default.aspx】
- 教育部國民及學前教育署(2019)。108課綱資訊網。https://shs.k12ea.gov.tw/site/12basic【National and Preschool Education Department of the Ministry of Education. (2019). 108 Curriculum Information Network. https://shs.k12ea.gov.tw/site/12basic】
- 陳育蒼(2022)。技術型高中建教合作與一般生學生專業英文詞彙學習成效評估模式之研究—以高雄市某技術型高中為例(未出版之博士論文)。國立臺灣師範大學。https://doi.org/ 10.6345/NTNU202200977【Chen, Y.-T. (2022). A study on the effectiveness evaluation model of professional English vocabulary learning between cooperative education students and general students– A case study of a vocational senior high school in Kaohsiung [Unpublished doctoral dissertation]. National Taiwan Normal University. https://doi.org/10.6345/ NTNU202200977】
- 新北市教育局(2019)。新北市技術型高中雙語教育計畫。https://www.ntpc.edu.tw/【New Taipei City Bureau of Education. (2019). New Taipei City technical high school bilingual education plan. https://www.ntpc.edu.tw/】
- 黃文禪、余光雄(2006)。科技大學一年級新生英語字彙知多少?載於2006英語教學與評量國際研討會光碟版論文集(頁1-4)。國立中正大學。【Huang, W.-C., & Yu, G.-X. (2006). How much English vocabulary do first-year freshmen in universities of science and technology know? In Proceedings of the 2006 International Symposium on English Teaching and Assessment in CD-ROM (pp. 1-4). National Chung Cheng University.】
- 溫如梅、李明懿、林俊閎、劉旨峯(2018)。電影配音融入華語教學之研究─以中高級班為例。國立臺灣科技大學人文社會學報,14(2),139-155。【Wen, J.-M., Li, M.-Y., Lin, C.-H., & Liu, Z.-F. (2018). A study on the integration of movie dubbing activities into Chinese teaching. National Taiwan University of Science and Technology Journal of Liberal Arts and Social Sciences, 14(2), 139-155.】
- 溫卓謀、章勝傑(2018)。大學休閒水肺潛水課程參與者學習歷程的心流體驗與情緒經驗之研究。運動休閒管理學報,16(1),1-22。https://doi.org/10.6214/JSRM.201903_16(1).0001【Wen, C.-M., & Chang, S. (2018). A study on student flow experiences and emotional experiences of a college recreational scuba diving course. Journal of Sports and Leisure Management, 16(1), 1-22. https://doi.org/ 10.6214/JSRM.201903_16(1).0001】
- 賴志忠、段曉林(2020)。以ARCS動機模式融入引導式探究教學提升九年級生學習動機之行動研究。科學教育學刊,28(1),25-48。https://doi.org/10.6173/CJSE.202003_28(1).0002【Lai, C.-C., & Tuan, H.-L. (2020). The infusing of ARCS strategy into guided inquiry-based instruction to enhance ninth graders’ science learning motivation– An action research approach. Journal of Science Education, 28(1), 25-48. https://doi.org/10.6173/CJSE.202003_28(1).0002】
- 鍾世潤、黃博聖(2022)。以面對面、Moodle、Office 365進行課後活動對英文學習動機、學習成效及同儕互動之影響。教育科學研究期刊,67(4),1-34。https://doi.org/10.6209/ JORIES.202212_67(4).0001【Chung, S.-J., & Huang, P.-S. (2022). Impact of face-to-face interactions and digital learning platforms on learning motivation, learning achievements and peer interaction in after-school activities. Journal of Research in Education Sciences, 67(4), 1-34. https://doi.org/10.6209/JORIES.202212_67(4).0001】
- 顏俊杰(2018)。QR Code融入混成學習對高職生製圖實習課程學習動機、心流經驗與學習成效之影響(未出版之碩士論文)。國立臺灣師範大學。https://doi.org/10.6345/THE. NTNU.DIE.005.2018.E01【Yan. J.-J. (2018). The impact of blended learning integrating QR Code on motivation, flow experience and learning performance in drafting practice course for vocational high school students [Unpublished master’s thesis]. National Taiwan Normal University. https://doi.org/10.6345/THE.NTNU.DIE.005.2018.E01】
- 譚華德、郝永崴、黃明月(2019)。泰文學習拼字系統之創新教學:泰語學習自我效能、學習興趣、學習焦慮及學習成就之相關研究。教育科學研究期刊,64(3),1-29。https://doi.org/ 10.6209/JORIES.201909_64(3).0001【Watthanapas, N., Hao, Y.-W., & Hwang, M.-Y. (2019). Exploring learning effect on innovative thai spelling system: Correlates among learning self-efficacy, learning interest, learning anxiety, and learning achievement. Journal of Research in Education Sciences, 64(3), 1-29. https://doi.org/10.6209/JORIES.201909_64(3).0001】
- Abdi, H. (2010). Partial least squares regression and projection on latent structure regression (PLS Regression). Wiley Interdisciplinary Reviews: Computational Statistics, 2(1), 97-106. https:// doi.org/10.1002/wics.51
- Adamson, K. A., & Prion, S. (2013). Reliability: Measuring internal consistency using Cronbach’s α. Clinical Simulation in Nursing, 9(5), e179-e180. https://doi.org/10.1016/j.ecns.2012.12.001
- Baron, R. M., & Kenny D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173-1182. https://doi.org/10.1037/ 0022-3514.51.6.1173
- Bido, D., da Silva, D., & Ringle, C. (2014). Structural equation modeling with the SmartPLS. Brazilian Journal Of Marketing, 13(2), 56-73.
- Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S., Long (Eds.), Testing structural equation models (pp. 136-162). Sage.
- Chen, C.-H., Law, V., & Huang, K. (2019). The roles of engagement and competition on learner’s performance and motivation in game-based science learning. Educational Technology Research and Development, 67(4), 1003-1024. https://doi.org/10.1007/s11423-019-09670-7
- Cheung, G. W., & Lau, R. S. (2008). Testing mediation and suppression effects of latent variables: Bootstrapping with structural equation models. Organizational Research Methods, 11(2), 296-325. https://doi.org/10.1177/1094428107300343
- Cole, M. S., Feild, H. S., & Harris, S. G. (2004). Student learning motivation and psychological hardiness: Interactive effects on students’ reactions to a management class. Academy of Management Learning & Education, 3(1), 64-85. https://doi.org/10.5465/amle.2004.12436819
- Coleman, L. J. (2014). “Being a teacher”: Emotions and optimal experience while teaching gifted children. Gifted Child Quarterly, 38(3), 146-152. https://doi.org/10.1177/001698629403800308
- Costea, P., Zeller, G., Sunagawa, S., Pelletier, E., Alberti, A., Levenez, F., Tramontano, M., Driessen, M., Hercog, R., Jung, F.-E., Kultima, J. R., Hayward, M. R., Coelho, L. P., Allen-Vercoe, E., Bertrand, L., Blaut, M., Brown, J. R. M., Carton, T., Cools-Portier, S., … & Bork, P. (2017). Towards standards for human fecal sample processing in metagenomic studies. Nature Biotechnology, 35, 1069-1076. https://doi.org/10.1038/nbt.3960
- Csíkszentmihályi, M. (1975). Beyond boredom and anxiety: The experience of play in work and games. Jossey-Bass.
- Csíkszentmihályi, M. (1990). Flow: The psychology of optimal experience. HarperCollins.
- Csíkszentmihályi, M. (1997). Flow and the psychology of discovery and invention. Harper Perennial.
- Dudley-Evans, T., & John, M. J. (1998). Developments in ESP: A multi-disciplinary approach. Cambridge University Press.
- Folse, K. (2010). Is explicit vocabulary focus the reading teacher’s job? Reading in a Foreign Language, 22(1), 139-160.
- Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50. https://doi.org/ 10.2307/3151312
- Fuertes-Olivera, P. A. (2007). A corpus-based view of lexical gender in Business English. English for Specific Purposes, 26(2), 219-234. https://doi.org/10.1016/j.esp.2006.07.001
- Gold, A. H., Malhotra, A., & Segars, A. H. (2001). Knowledge management: An organizational capabilities perspective. Journal of Management Information Systems, 18(1), 185-214. https:// doi.org/10.1080/07421222.2001.11045669
- Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology / Psychologies Canadienne, 49(3), 233-240. https://doi.org/10.1037/a0012758
- Hair, J. F., Jr., Howard, M. C., & Nitzl, C. (2020). Assessing measurement model quality in PLS-SEM using confirmatory composite analysis. Journal of Business Research, 109, 101-110. https://doi.org/10.1016/j.jbusres.2019.11.069
- Hair, J. F., Jr., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2017). Advanced issues in partial least squares structural equation modeling. Sage.
- Hair, J. F., Jr., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2010). Multivariate data analysis (7th ed.). Prentice-Hall.
- Hair, J. F., Jr., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-152. https://doi.org/10.2753/MTP1069-6679190202
- Hayes, A. F. (2009). Beyond Baron and Kenny: Statistical mediation analysis in the new millennium. Communication Monographs, 76(4), 408-420. https://doi.org/10.1080/03637750903310360
- Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115-135. https://doi.org/10.1007/s11747-014-0403-8
- Hilton, D. (2008). Emotional tone and argumentation in risk communication. Judgment and Decision Making, 3(1), 100-110. https://doi.org/10.1017/S1930297500000206
- Hu, L.-T., & Bentler, P. M. (1999). Cut-off criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1-55. https://doi.org/10.1080/10705519909540118
- Hutchinson, T., & Waters, A. (1987). English for specific purposes: A learner-centered approach. Cambridge University Press.
- Hyland, K. (2007). Genre pedagogy: Language, literacy and L2 writing instruction. Journal of Second Language Writing, 16(3), 148-164. https://doi.org/10.1016/j.jslw.2007.07.005
- Jackson, S. A., & Marsh, H. W. (1996). Development and validation of a scale to measure optimal experience: The flow state scale. Journal of Sport & Exercise Psychology, 18(1), 17-35. https://doi.org/10.1123/jsep.18.1.17
- Jannah, M., & Sahiruddin, S. S. (2020). Improving English learning culture through learning motivation. Jurnal Seni dan Budaya Nusantara, 4(2), 118-132. https://doi.org/10.21776/ub.sbn. 2020.004.02.04
- Jöreskog, K. G. (1973). A general method for estimating a linear structural equation system. In A. S. Goldberger & O. D. Duncan (Eds.), Structural equation models in the social sciences (pp. 255-284). Seminar Press.
- Keller, J. M. (1983). Motivational design of instruction. In C. M. Reigeluth (Ed.), Instructional design theories and models: An overview of their current status (pp. 384-434). Lawrence Erlbaum.
- Kiili, K., de Freitas, S., Arnab, S., & Lainema, T. (2012). The design principles for flow experience in educational games. Procedia Computer Science, 15, 78-91. https://doi.org/10.1016/ j.procs.2012.10.060
- Kirkpatrick, D. L., & Kirkpatrick, J. D. (2006). Evaluating training programs: The four levels (3rd ed.). Berrett-Koehler.
- Kleinginna, P. R., Jr., & Kleinginna, A. M. (1981). A categorized list of motivation definitions, with a suggestion for a consensual definition. Motivation and Emotion, 5(3), 263-291. https:// doi.org/10.1007/BF00993889
- Linnenbrink, E. A., & Pintrich, P. R. (2002). Motivation as an enabler for academic success. School Psychology Review, 31(3), 313-327. https://doi.org/10.1080/02796015.2002.12086158
- Lu, L. (2022). The effect of the use of audio types of learning media on students’ learning motivation in social studies subjects. International Journal of Social Science and Education Research, 5(7), 261-273. https://doi.org/10.6918/IJOSSER.202207_5(7).0043
- Lung, J. (2008). Discursive hierarchical patterning in law and management cases. English for Specific Purposes, 27(4), 424-441. https://doi.org/10.1016/j.esp.2007.11.001
- Maehr, M. L., & Meyer, H. A. (1997). Understanding motivation and schooling: Where we’ve been, where we are, and where we need to go. Educational Psychology Review, 9(4), 371-409. https://doi.org/10.1023/A:1024750807365
- Massimini, F., & Carli, M. (1988). The systematic assessment of flow in daily experience. In M. Csikszentmihalyi & I. S. Csikszentmihalyi (Eds.), Optimal experience: Psychological studies of flow in consciousness (pp. 266-287). Cambridge University Press. https://doi.org/10.1017/ CBO9780511621956.016
- Mueller, F. A., & Wulf, T. (2022). Blended learning environments and learning outcomes: The mediating role of flow experience. The International Journal of Management Education, 20(3), 100694. https://doi.org/10.1016/j.ijme.2022.100694
- Nunnally, J. C. (1978). Psychometric theory (2nd ed.). McGraw-Hill.
- Padilla, M. A., & Divers, J. (2016). A comparison of composite reliability estimators coefficient omega confidence intervals in the current literature. Educational and Psychological Measurement, 76(3), 436-453. https://doi.org/10.1177/0013164415593776
- Patton, M. (1990). Qualitative evaluation and research methods. Sage.
- Piccoli, G., Ahmad, R., & Ives, B. (2001). Web-based virtual learning environments: A research framework and a preliminary assessment of effectiveness in basic IT skills training. MIS Quarterly, 25(4), 401-426. https://doi.org/10.2307/3250989
- Pike, G. R., Kuh, G. D., McCormick, A. C., Ethington, C. A., & Smart, J. C. (2011). If and when money matters: The relationships among educational expenditures, student engagement and students’ learning outcomes. Research in Higher Education, 52, 81-106. https://doi.org/10. 1007/s11162-010-9183-2
- Pintrich, P. R., Smith, D. A. F., Garcia, T., & McKeachie, W. J. (1993). Reliability and predictive validity of the motivated strategies for learning questionnaire (MSLQ). Educational and Psychological Measurement, 53(3), 801-813. https://doi.org/10.1177/0013164493053003024
- Privette, G. (1983). Peak experience, peak performance, and flow: A comparative analysis of positive human experiences. Journal of Personality and Social Psychology, 45(6), 1361-1368. https:// doi.org/10.1037/0022-3514.45.6.1361
- Radovanović, V., & Mijatović, S. (2016, June 16-18). Learning motivation of deaf and hard of hearing students in high school [Paper presentation]. Contemporary Theoretical and Practical Trends in Special Education and Rehabilitation, Republic of Macedonia.
- Rijnhart, J. J., Lamp, S. J., Valente, M. J., MacKinnon, D. P., Twisk, J. W., & Heymans, M. W. (2021). Mediation analysis methods used in observational research: A scoping review and recommendations. BMC Medical Research Methodology, 21, 226. https://doi.org/10.1186/ s12874-021-01426-3
- Rovai, A. P., & Barnum, K. T. (2003). On-line course effectiveness: An analysis of student interceptions of learning. Journal of Distance Education, 18(1), 57-73.
- Sieber, S. D. (1973). The integration of fieldwork and survey methods. American Journal of Sociology, 78(6), 1335-1359. https://doi.org/10.1086/225467
- Sharma, P. N., Shmueli, G., Sarstedt, M., Danks, N., & Ray, S. (2021). Prediction‐oriented model selection in partial least squares path modeling. Decision Sciences, 52(3), 567-607. https://doi.org/10.1111/deci.12329
- Staehr, L. S. (2008). Vocabulary size and the skills of listening, reading and writing. Language Learning Journal, 36(2), 139-152. https://doi.org/10.1080/09571730802389975
- Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics (5th ed.). Allyn & Bacon Pearson Education.
- Teo, T., Chai, C. S., Hung, D., & Lee, C. B. (2008). Beliefs about teaching and uses of technology among pre-service teachers. Asia-Pacific Journal of Teacher Education, 36(2), 163-174. https:// doi.org/10.1080/13598660801971641
- Toner, J., Montero, B. G., & Moran, A. (2016). Reflective and prereflective bodily awareness in skilled action. Psychology of Consciousness: Theory, Research, and Practice, 3(4), 303-315. https://doi.org/10.1037/cns0000090
- Tuan, H.-L., Chin, C.-C., & Shieh, S.-H. (2005). The development of a questionnaire to measure students’ motivation towards science learning. International Journal of Science Education, 27(6), 639-654. https://doi.org/10.1080/0950069042000323737
- Voorhees, C. M., Brady, M. K., Calantone, R., & Ramirez, E. (2016). Discriminant validity testing in marketing: An analysis, causes for concern, and proposed remedies. Journal of the Academy of Marketing Science, 44, 119-134. https://doi.org/10.1007/s11747-015-0455-4
- Vora, R. (2020). Integrating authentic materials and language skills in teaching English for specific purposes. Scientific Collection, 2(38), 547-553.
- Wang, P.-Y. (2020). Effects of the advance organizer design for videos on MOOC learners. Journal of Educational Technology, 17(3), 17-23. https://doi.org/10.26634/jet.17.3.17399
- Wheaton, B., Muthen, B., Alwin, D., F., & Summers, G. (1977). Assessing reliability and stability in panel models. Sociological Methodology, 8(1), 84-136. https://doi.org/10.2307/270754
- Zehir, C., & Hemedan, I. (2020). Mediating role of learning capability in the relationship between authentic leadership and business performance. Bussecon Review of Social Sciences (2687-2285), 2(1), 01-12. https://doi.org/10.36096/brss.v2i1.176
- Zhang, L. J., & Anual, S. B. (2008). The role of vocabulary in reading comprehension: The case of secondary school students learning English in Singapore. Regional Language Centre Journal, 39(1), 51-76. https://doi.org/10.1177/0033688208091140