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active learning business subject exploratory factor analysis reliability analysis

Exploratory Factors and Reliability Analysis of Active Learning Techniques Instruments to Assess Business Subjects of Secondary School Students in Malaysia

Azlinah Abdul Rahman , Sheerad Sahid , Nurfaradilla Mohamad Nasri

Active learning (AL) techniques invite students to participate actively, either physically or mentally, in the learning process so that they can chang.

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Active learning (AL) techniques invite students to participate actively, either physically or mentally, in the learning process so that they can change their behavior efficiently to achieve great achievement. Still, there is insufficient knowledge concerning the dimensions of AL techniques for business subjects of secondary school students in Malaysia. Thus, the research’s goal is to assist in the determination of the instruments’ reliability to measure the AL techniques measurement scale for business subjects’ students using exploratory factor analysis (EFA) as well as reliability analysis. Moreover, this research conducted a self-administered survey among secondary school students who have taken business subjects as their elective subjects. From secondary schools in Negeri Sembilan, Malaysia, 123 respondents were randomly chosen for the sample. To measure the AL constructs, the study retained 30 items developed because no items have been omitted since the factor loading turned out higher than the 0.50 cut-off point and was used as a tool for data collection. Essentially, this research empirically validates the dimension which helps lead to AL techniques in business subjects that are improved, and the findings are particularly beneficial to secondary school students in Malaysia.

Keywords: Active learning, business subject, exploratory factor analysis, reliability analysis.

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Abdullah, N. I. S. T., Nordin, Z. S., & Zulkiply, N. (2021). Cabaran penerapan strategi metakognitif dalam pengajaran penyelesaian masalah ekonomi tingkatan enam [Challenges in implementing metacognitive strategies in teaching economic problem solving at form six]. Jurnal Dunia Pendidikan, 3(3), 239–249. https://bit.ly/45aO833

Ali, A., Abbas, L. N., & Sabiri, A. M. (2021). Keberkesanan pembelajaran gamifikasi dalam pencapaian pelajar bagi topik nombor kompleks [The effectiveness of gamified learning on student achievement in complex numbers topic]. Online Journal for TVET Practitioners, 6(2), 108–122. https://t.ly/Nk6HC

Antonucci, F. (2019). The effect of cooperative learning groups on the learning, collaboration, and attitudes of students in a high school software design class (Publication No. 27964859). [Doctoral dissertation, Caldwell University]. ProQuest Dissertations and Theses Global.

Aprianti, V., & Sahid, S. (2020). The relationship between teachers’ competency and fourth industrial revolution (4ir) learning among economics teachers. Universal Journal of Educational Research, 8(11A), 63–70. https://doi.org/10.13189/ujer.2020.082108

Ariff, N., & Zaid, N. M. (2020). Pengaplikasian pendekatan pembelajaran aktif di kalangan pelajar tahun akhir pendidikan pra siswazah [Application of active learning approaches among final year postgraduate education students]. Innovative Teaching and Learning Journal, 3(2), 92–106. https://bit.ly/44R1Mc9

Awang, Z. (2012). A handbook on SEM. MPWS Rich Publication.

Awang, Z., & Mohamad, M. (2015). Postgraduate research proposal: A step by step guide in writing proposal for postgraduate students. MPWS Rich Publication. http://eprints.unisza.edu.my/id/eprint/3175

Azid@Aziz, N. H., Yaacob, A., & Shaik-Abdullah, S. (2016). The multiple intelligence based enrichment module on the development of human potential: Examining its impact and the views of teachers. Malaysian Journal of Learning and Instruction, 13(2), 175–200. https://doi.org/10.32890/mjli2016.13.2.7

Aziza, R., Widodo, S. A., & Agustito, D. (2019). Efektivitas think pair share dengan komik ditinjau dari kemampuan memecahkan masalah matematis [The effectiveness of think pair share with comics on mathematical problem solving ability]. Journal of Medives : Journal of Mathematics Education IKIP Veteran Semarang, 3(2), 261–272. https://doi.org/10.31331/medivesveteran.v3i2.858

Bahkia, A. S., Awang, Z., Afthanorhan, A., Ghazali, P. L., & Foziah, H. (2019). Exploratory factor analysis on occupational stress in context of Malaysian sewerage operations. AIP Conference Proceedings, 2138, Article 050006. https://doi.org/10.1063/1.5121111

Baloche, L., & Brody, C. M. (2017). Cooperative learning: exploring challenges, crafting innovations. Journal of Education for Teaching, 43(3), 274–283. https://doi.org/10.1080/02607476.2017.1319513

Bonwell, C. C., & Eison, J. A. (1991). Active learning: Creating excitement in the classroom (ED336049). ERIC. https://eric.ed.gov/?id=ED336049

Cattaneo, K. H. (2017). Telling active learning pedagogies apart: From theory to practice. Journal of New Approaches in Educational Research, 6(2), 144–152. https://doi.org/10.7821/naer.2017.7.237

Chung, L. L., Leng, C. H., & Peng, C. F. (2017). Amalan pengajaran guru Bahasa Melayu Tingkatan empat dalam penulisan karangan dari aspek kemahiran berfikir secara kritis dan kreatif serta pembelajaran kolaboratif [Teaching practices of Form Four Malay Language teachers in essay writing from the aspects. Jurnal Kepimpinan Pendidikan, 4(1), 1–10. https://bit.ly/3YjNfTK

Curriculum Development Division, Ministry of Education Malaysia. (2016). Kurikulum standard sekolah menengah [Standard high school curriculum]. https://rb.gy/8b62e

Deslauriers, L., McCarty, L. S., Miller, K., Callaghan, K., & Kestin, G. (2019). Measuring actual learning versus feeling of learning in response to being actively engaged in the classroom. Applied Physical Sciences, 116(39), 19251–19257. https://doi.org/10.1073/pnas.1821936116

Dichev, C., & Dicheva, D. (2017). Gamifying education: What is known, what is believed and what remains uncertain: A critical review. International Journal of Educational Technology in Higher Education, 14(9), Article 9. https://doi.org/10.1186/s41239-017-0042-5

Ehido, A., Awang, Z., Abdul Halim, B., & Ibeabuchi, C. (2020). Developing items for measuring quality of work life among Malaysian academics: An exploratory factor analysis procedure. Humanities and Social Sciences Reviews, 8(3), 1295–1309. https://doi.org/10.18510/hssr.2020.83132

Ehlert, K. M. (2020). Student perceptions of learning in cooperative education experiences: An embedded mixed methods study (Publication No. 28030043) [Doctoral dissertation, Clemson University]. ProQuest Dissertations and Theses Global. https://t.ly/JdQW

Eliyanti, M., & Nurlita, R. (2018). Pengembangan pembelajaran aktif menggunakan metode pembelajaran berbasis proyek (PJBL) dalam pembelajaran bahasa sastra Indonesia di kelas rendah [Development of active learning using project-based learning method (PJBL) in Indonesian literature language]. Jurnal Pedagogi, 5(1). https://t.ly/I6dl3

Febrianto, I. P. N., Wahyuni, D. S., & Sugihartini, N. (2021). Pengembangan media pembelajaran multimedia interaktif pada kelas xi mata pelajaran biologi dengan materi “Sistem sirkulasi pada manusia dan sistem pencernaan makanan” di SMA Negeri 2 Singaraja [Development of interactive multimedia learning media for grad. Kumpulan Artikel Mahasiswa Pendidikan Teknik Informatika, 10(3), 271-277. https://doi.org/10.23887/karmapati.v10i3.36888

Hadi, M. B. A., & Wahab, J. L. B. A. (2021). Kertas Konsep: Pengaruh elemen pembelajaran koperatif terhadap perubahan sikap murid di sekolah [The influence of cooperative learning elements on students’ attitude change in schools]. In International Conference on Business Studies and Education (pp. 3-9). ICBE Publication. https://t.ly/wNX85

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Pearson. https://t.ly/_OTQG

Hair, J. F., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (2014). Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research. European Business Review, 26(2), 106–121. https://doi.org/10.1108/EBR-10-2013-0128

Hamdan, R. K. A. (2017). The effect of (think-pair-share) strategy on the achievement of third grade student in sciences in the educational district of irbid. Journal of Education and Practice, 8(9), 88–95. https://bit.ly/47hWCat

Hamzah, U. S., & Nasri, N. M. (2020). Kajian meta analisis: keberkesanan pembelajaran koperatif terhadap motivasi pembelajaran murid [Meta-analysis study: The effectiveness of cooperative learning on student learning motivation]. Jurnal Penyelidikan Sains Sosial, 3(9), 21–33. https://t.ly/7TP0U

Hasbullah, O. (2020). Pemikiran kritis John Dewey tentang pendidikan (Dalam perspektif kajian filosofis) [Critical thinking of John Dewey on education in the perspective of philosophical studies]. Tarbiyah Islamiyah: Jurnal Ilmiah Pendidikan Agama Islam, 10(1), 1–21. https://t.ly/P-WR

Hidayah, F., & Faishol, R. (2019). Efektivitas penerapan model pembelajaran kooperatif tipe Think Pair Share untuk meningkatkan hasil belajar bahasa Arab siswa Madrasah Ibtidaiyyah [The effectiveness of implementing the Think Pair Share cooperative learning model to improve the learning outcomes]. Studi Arab, 10(1), 39–56. https://doi.org/10.35891/sa.v10i1.1766

Hoque, A. S. M. M., Siddiqui, B. A., Awang, Z. B., & Baharu, S. M. A. T. (2018). Exploratory factor analysis of entrepreneurial orientation in the context of Bangladeshi small and medium enterprise (SMES). European Journal of Management and Marketing Studies, 3(2), 81–94. https://doi.org/10.5281/zenodo.1292331

Hossain, A., Tarmizi, R. A., & Ayub, A. F. M. (2012). Collaborative and cooperative learning in Malaysian mathematics education. Journal on Mathematics Education, 3(2), 103–114. https://doi.org/10.22342/jme.3.2.569.103-114

Hui, L. M., Halili, S. H. B., & Razak, R. B. A. (2021). Pre-design for primary school active learning module: A triadic reciprocal needs analysis framework. Journal of Education and E-Learning Research, 8(3), 299–312. https://doi.org/10.20448/JOURNAL.509.2021.83.299.312

Ishak, S., Omar, A. R. C., Al Bakri, F. M., & Osman, L. H. (2018). Amalan pembelajaran dan kesannya terhadap pembentukan pengetahuan serta kemahiran perniagaan dalam kalangan Generasi Z [Learning practices and their impact on the formation of knowledge and business skills among Generation Z]. Malaysian Journal of Society and Space, 14(1), 15–28. https://doi.org/10.17576/geo-2018-1401-02

Jack, L. M. (2015). An analysis of the implementation and the effect of jigsaw and think-pair-share cooperative learning strategies on ninth grade students’ achievement in Algebra I (Publication No. 3689597) [Doctoral dissertation, Southern University and Agricultural and Mechanical College]. ProQuest Dissertations and Theses Global. https://t.ly/eoJuW

Lowe, M. F. (2015). A test of the effectiveness of the active learning technique think-pair-share in a high school science classroom (Publication No. 29126669) [Master’s thesis, Louisiana State University]. LSU Digital Commons. https://doi.org/10.31390/gradschool_theses.1774

Lutfi, A., Aini, N. Q., Amalia, N., Umah, P. A., & Rukmana, M. D. (2021). Gamifikasi untuk pendidikan: Pembelajaran kimia yang menyenangkan pada masa pandemi Covid-19 [Gamification for education: Fun chemistry learning during the Covid-19 pandemic]. Jurnal Pendidikan Kimia Indonesia, 5(2), 94–101. https://doi.org/10.23887/jpk.v5i2.38486

Miller, D., Deshler, J., McEldowney, T., Stewart, J., Fuller, E., Pascal, M., & Michaluk, L. (2021). Supporting student success and persistence in STEM with active learning approaches in emerging scholars classrooms. Frontiers in Education, 6, Article 667918. https://doi.org/10.3389/feduc.2021.667918

Mohamad Ali, A., Abdul Karim@SAB, N., Mohamed, A., & Ismail, N. (2018). Aplikasi gaya pengajaran dan pembelajaran aktif dalam subjek kemahiran dinamika bagi merealisasikan pendidikan abad ke-21 [The application of active teaching and learning styles in the subject of dynamic skills to realize 21st century education]. Sains Humanika, 10(3–2), 47–55. https://doi.org/10.11113/sh.v10n3-2.1487

Moktar, S. N. A., Hanapi, Z., Kiong, T. T., Mohamed, S., & Che Rus, R. (2018). Kesediaan, penerimaan dan pengoperasian guru reka bentuk dan teknologi terhadap amalan dalam pentaksiran berasaskan sekolah [Readiness, acceptance, and operation of design and technology teachers towards practice in school-based assessment]. Sains Humanika, 10(3–3), 89-94. https://doi.org/10.11113/sh.v10n3-3.1520

Nayak, T., & Sahoo, C. K. (2015). Quality of work life and organizational performance: The mediating role of employee commitment. Journal of Health Management, 17(3), 263–273. https://doi.org/10.1177/0972063415589236 

Nurtanto, M., Kholifah, N., Ahdhianto, E., Samsudin, A., & Isnantyo, F. D. (2021). A review of gamification impact on student behavioral and learning outcomes. International Journal of Interactive Mobile Technologies, 15(21), 22–36. https://doi.org/10.3991/ijim.v15i21.24381

Pakinee, A., & Puritat, K. (2021). Designing a gamified e-learning environment for teaching undergraduate ERP course based on big five personality traits. Education and Information Technologies, 26, 4049–4067. https://doi.org/10.1007/s10639-021-10456-9

Pallant, J. (2016). SPSS Survival Manual: A step by step guide to data analysis using SPSS program (6th ed.). McGraw-Hill Education.

Ragavan, N. A., Balasubramanian, K., & Francis, R. S. (2021). Rethinking the learning space to build 21st century learning skills: Bringing simulation-based gamification to the hospitality higher education. Asia-Pacific Journal of Innovation in Hospitality and Tourism, 10(2), 95–101. https://t.ly/3-kh

Rahlin, N. A., Awang, Z., Afthanorhan, A., & Aimran, N. (2019). Antecedents and consequences of employee safety climate in the small manufacturing enterprises: Translation, validation and application of the generic safety climate questionnaire. International Journal of Innovation, Creativity and Change, 7(10), 307–328. https://shorturl.at/mnzD5

Rahman, M. H. A., Panessai, I. I. Y., Noor, N. A. Z. M., & Salleh, N. S. M. (2018). Gamification elements and their impacts on teaching and learning-A review. The International Journal of Multimedia and Its Applications, 10(6), 37–46. https://doi.org/10.5121/ijma.2018.10604

Rasli, R. M., Jaafar, M. A., & Ali, H. A. (2018). The effectiveness of active learning among information technology student in Tuanku Syed Sirajuddin Polytechnic. Advanced Journal of Technical and Vocational Education, 2(2), 56–61. https://bit.ly/3qiGLIk

Setiawan, D., Zubaidah, S., & Mahanal, S. (2020). Minat baca dan keterampilan metakognitif pada pembelajaran biologi melalui model pembelajaran remap think pair share [Reading interest and metacognitive skills in biology learning through the remap think pair share learning model]. Jurnal Pendidikan Biologi, 5(1), 88–95. https://doi.org/10.31932/jpbio.v5i1.651

Shkeer, A. S., & Awang, Z. (2019). Exploring the items for measuring the marketing information system construct: An exploratory factor analysis. International Review of Management and Marketing, 9(6), 87–97. https://doi.org/10.32479/irmm.8622

Somasudram, B., & Mahamod, Z. (2017). Keberkesanan pembelajaran koperatif terhadap pencapaian dan motivasi murid sekolah menengah dalam pembelajaran bahasa Melayu [The effectiveness of cooperative learning on the achievement and motivation of secondary school students in Malay language learning]. Jurnal Pendidikan Bahasa Melayu, 7(1), 11–23. https://t.ly/jLbJ

Stevani, F., & Fradani, A. C. (2019). The effect of using the quiz team active learning method against student achievement in first grade of first semester in the introduction to social sciences basic concepts of social sciences concepts for the academic year 2018/2019. Proceedings International Conference on Cultural Studies, 2, 254-258. https://ojs.unud.ac.id/index.php/iccs/article/view/53389

Strikwerda, A. W. (2018). How teachers use active l to position students as engaged participants. (Publication No. 13424254) [Doctoral dissertation, University of Wisconsin-Madison]. ProQuest Dissertations Publishing. https://t.ly/PDOo2

Suherman, S., Zafirah, A., Agusti, F. A., Sandra, R. P., Engkizar, & Efendi. (2021). Encouraging students’ active learning activities through the implementation of MASTER learning model based on mind mapping techniques. Journal of Physics: Conference Series, 1940, Article 012094. https://doi.org/10.1088/1742-6596/1940/1/012094

Syaparuddin, S., Meldianus, M., & Elihami, E. (2020). Strategi pembelajaran aktif dalam meningkatkan motivasi belajar Pkn peserta didik [Active learning strategies to enhance students’ motivation in learning civic education]. Mahaguru: Jurnal Pendidikan Guru Sekolah Dasar, 2(1), 31–42. https://bit.ly/3q9udD4

Vaniya, K. K. (2019). Development of soft skills through cooperative learning among secondary student-teachers (Publication No. 28646533) [Doctoral dissertation, Maharaja Sayajirao University of Baroda]. ProQuest Dissertations and Theses Global. https://shorturl.at/cmC49

Wahyuning, F., Priyambodo, E., & Sugeng, S. (2019). Penerapan model pembelajaran Think Pair Share (TPS) pada pembelajaran kimia untuk meningkatkan keterampilan berargumentasi dan motivasi belajar siswa [The implementation of Think Pair Share (TPS) learning model in chemistry learning to improve students' argumentation skills and learning motivation]. Jurnal Pendidikan Kimia Indonesia, 3(1), 46-51. https://doi.org/10.23887/jpk.v3i1.12973

Widyahening, C. E. (2018). Penggunaan teknik pembelajaran fishbone diagram dalam meningkatkan keterampilan membaca siswa [The use of the fishbone diagram learning technique to improve students’ reading skills]. Jurnal Komunikasi Pendidikan, 2(1), 11–19. https://doi.org/10.32585/jkp.v2i1.59

Wiliawanto, W., Bernard, M., Akbar, P., & Sugandi, A. I. (2019). Penerapan strategi pembelajaran aktif question student have untuk meningkatkan kemampuan berpikir kritis matematik siswa SMK [The implementation of the active learning strategy “Question Student Have” to improve students’ critical thinking ability in math]. Jurnal Cendekia: Jurnal Pendidikan Matematika, 3(1), 139–148. https://doi.org/10.31004/cendekia.v3i1.86

Yahaya, T. A. B., Idris, K., Suandi, T., & Ismail, I. A. (2018). Adapting instruments and modifying statements: The confirmation method for the inventory and model for information sharing behavior using social media. Management Science Letters, 8, 271–282. https://doi.org/10.5267/j.msl.2018.4.021

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