A Rahman, A. R. A. (2016). Development of Prozyme Board Game for Teaching and Learning Enzyme Topic in Biology Form 4. Doctoral dissertation, Universiti Pendidikan Sultan Idris. https://ir.upsi.edu.my/detailsg.php?det=2827. 

 

Abdullah, Y. L. P. K., & Yunus, M. M. (2019). The Use of Pictures in Improving Students’ Writing. Modern Journal of Language Teaching Methods (MJLTM), 1-8. 

 

Acero, F., Ackermann, M., Ajello, M., Albert, A., Baldini, L., Ballet, J., & Zimmer, S. (2016). Development of the model of galactic interstellar emission for standard point-source analysis of Fermi Large Area Telescope data. The Astrophysical Journal Supplement Series, 223(2), 26. 

 

Adodo, S. O., & Oyeniyi, K. D. (n/d). Student Variables as Correlates of Secondary School Students’ Academic Performance in Biology. 

 

Ahdika, A. (2017). Improvement of Quality, Interest, Critical, and Analytical Thinking Ability of Students through The Application of Research Based Learning (RBL) in Introduction to Stochastic Processes Subject. International Electronic Journal of Mathematics Education, 12(2), 167-191. 

 

Ahmed, U., Umrani, W. A., Qureshi, M. A., & Samad, A. (2018). Examining the links between teachers support, academic efficacy, academic resilience, and student 

engagement in Bahrain. International Journal of Advanced and Applied Sciences, 5(9), 39-46. 

 

Alexander, R. M. (2005). Models and the scaling of energy costs for locomotion. Journal of Experimental Biology, 208(9), 1645-1652. 

 

Alshatri, S. H., Wakil, K., Jamal, K., & Bakhtyar, R. (2019). Teaching Aids Effectiveness in Learning Mathematics. International Journal of Educational Research Review, 4(3), 448-453. 

 

Andresen, L., Boud, D., & Cohen, R. (2020). Experience-based learning. In Understanding adult education and training, (2), 225-239. 

 

Arain, M., Campbell, M. J., Cooper, C. L., & Lancaster, G. A. (2010). What is a pilot or feasibility study? A review of current practice and editorial policy. BMC medical research methodology, 10(1), 1-7. 

 

Arnold, D. M., Burns, K. E., Adhikari, N. K., Kho, M. E., Meade, M. O., & Cook, D. J. (2009). The design and interpretation of pilot trials in clinical research in critical care. Critical care medicine, 37(1), 69-S74. 

 

Arslan, R., Kofoglu, M., & Dargut, C. (2020). Development of Augmented Reality Application for Biology Education. Journal of Turkish Science Education, 17(1), 62-72. 

 

Asenahabi, B. M. (2019). Basics of Research Design: A Guide to Selecting Appropriate Research Design. International Journal of Contemporary Applied Researches, 6(5), 76-89. 

 

Azer, S. A., & Azer, S. (2016). 3D Anatomy Models and Impact on Learning: A Review of the Quality of the Literature. Health Professions Education, 2(2), 80-98. 

 

Azlan, N., & Daud, N. (2010). Penggunaan Bahan Bantu Mengajar di Kalangan Guru Pelatih UTM yang Mengajar Matapelajaran Matematik. 

 

Bergsteiner, H., Avery, G. C., & Neumann, R. (2010). Kolb's Experiential Learning Model: Critique from a Modelling Perspective. Studies in Continuing Education, 32(1), 29-46. 

 

Booth, A., Papaioannou, D., & Sutton, A. (2012). Systematic Approaches to a Successful Literature Review. Thousand Oaks, CA: Sage. 

 

Borsboom, D., Mellenbergh, G. J., & Van Heerden, J. (2004). The concept of validity. Psychological review, 111(4), 1061. 

 

Cameron, E. L., & Bernstein, D. A. (2022). In Illustrating Concepts and Phenomena in Psychology: Research Methods and Statistics. A Teacher-Friendly Compendium of Examples, 1-34. 

 

Chua, Y. P. (2009). Advanced Research Statistics: Regression Test, Factor Analysis 

and SEM Analysis. New York: McGraw-Hill Education. 

 

Coffield, F., Moseley, D., Hall, E., Ecclestone, K., Coffield, F., Moseley, D., & Ecclestone, K. (2004). Learning Styles and Pedagogy in Post-16 Learning: A systematic and critical review. 

 

Coley, J. D., & Tanner, K. D. (2012). Common Origins of Diverse Misconceptions: Cognitive Principles and the Development of Biology Thinking. CBE—Life Sciences Education, 11(3), 209-215. 

 

Connelly, L. M. (2008). Pilot Studies. Medsurg nursing, 17(6), 411. 

 

Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage publications. 

 

Creswell, J. W. (2014). A Concise Introduction Mixed Methods Research. SAGE publications. 

 

Dalali, B. & & Mwila, P. (2022). Effects of Visual Aids in Enhancing Teaching and Learning Process in Public Secondary Schools in Ilemela Municipality, Tanzania. Journal of Research Innovation and Implications in Education, 6(1), 379 – 390. 

 

Davis, L. L. (1992). Instrument review: Getting the Most from a Panel of Experts. Applied nursing research, 5(4), 194-197. 

 

DeVellis, R. F., & Thorpe, C. T. (2021). Scale Development: Theory and Applications. Sage Publications. 

 

Devkota, S. P., Giri, D. R., & Bagale, S. (2017). Developing 21st century skills through project-based learning in EFL context: challenges and opportunities. The Online Journal of New Horizons in Education-January, 7(1). 

 

Duda, H. J. (2020). Students' Misconception in Concept of Biology Cell. Anatolian Journal of Education, 5(1), 47-52. 

 

Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2012). How to Design and Evaluate Research in Education (8th ed.).  New York, NY:  McGraw-Hill. 

 

George, D., & Mallery, P. (2003). SPSS for Windows step by step: A simple guide and reference. Boston: Allyn & Bacon, 11.0 update, 4th ed.  

 

Giri, D. R. (2016). Project-Based Learning as 21st Century Teaching Approach: A Study in Nepalese Private Schools. US-China Education Review A, 6(8), 487-497. 

 

Gorghiu, G., & Santi, E. A. (2016). Applications of Experiential Learning in Science Education Non-formal Contexts. The European Proceedings of Social & Behavioural Sciences EpSBS, 16, 320-326. 

 

Grapragasem, S., Krishnan, A., & Mansor, A. N. (2014). Current Trends in Malaysian Higher Education and the Effect on Education Policy and Practice: An Overview. International Journal of Higher Education, 3(1), 85-93. 

 

Grigorenko, E. L., Compton, D. L., Fuchs, L. S., Wagner, R. K., Willcutt, E. G., & Fletcher, J. M. (2020). Understanding, educating, and supporting children with specific learning disabilities: 50 years of science and practice. American Psychologist, 75(1), 37. 

 

Gupta, D., Ahlawat, A., & Sagar, K. (2014). A Critical Analysis of a Hierarchy Based Usability Model. In 2014 international Conference on Contemporary Computing and Informatics (IC3I), 255-260. 

 

Han, C. G. K., Lai, E., & Amatan, M. A. (2022). Penggunaan Aktiviti Amali Mudah dalam Meningkatkan Pencapaian Murid-Murid di Sekolah Kurang Murid Luar Bandar Sabah. Jurnal Dunia Pendidikan, 4(3), 58-68. 

 

Hoe, L. S., Chuan, T. C., & Husin, H. (2019). A Framework of Project-Based Learning for Enhancing Student Competencies through Digital Video Production. International Journal of Human and Technology Interaction (IJHaTI), 3(1), 95-100. 

 

Huk, T. (2006). Who benefits from learning with 3D models? The case of spatial ability. Journal of computer assisted learning, 22(6), 392-404. 

 

Indarta, Y., Irfan, D., Muksir, M., Simatupang, W., & Ranuharja, F. (2021). Analisis dan Perancangan Database Menggunakan Model Konseptual Data Warehouse Sistem Manajemen Transaksi Toko Online Haransaf. Edukatif: Jurnal Ilmu Pendidikan, 3(6), 4448-4455. 

 

Irschick, D. J., Corriveau, Z., Mayhan, T., Siler, C., Mandica, M., Gamble, T. & Zotos, S. (2020). Devices and Methods for Rapid 3D Photo-Capture and Photogrammetry of Small Reptiles and Amphibians in the Laboratory and the Field. Herpetological review, 51. 

 

Ismail, M. E., Utami, P., Ismail, I. M., Hamzah, N., & Harun, H. (2018). Development of Massive Open Online Course (MOOC) based on ADDIE Model for Catering Courses. Jurnal Pendidikan Vokasi, 8(2), 184-192. 

 

Jalil, N. A. A., & Siew, N. M. (2022). Kesahan dan Kebolehpercayaan Instrumen Pembelajaran Abad ke-21 Guru Matematik Sekolah Menengah menggunakan Model Pengukuran Rasch. Malaysian Journal of Social Sciences and Humanities (MJSSH), 7(3), e001319-e001319. 

 

Jaschik, S. (2018). The 2018 Surveys of Admissions Leaders: The Pressure Grows. Inside Higher Ed. 

 

Johann, T., Friebel, A., Drasdo, D., & Hoehme, S. (2022). Guided interactive image segmentation using machine learning and color-based image set clustering. Bioinformatics, 38(19), 4622-4628. 

 

Jongbo, O. C. (2014). The role of research design in a purpose driven enquiry. Review of Public Administration and Management, 400(3615), 1-8. 

 

Jonnalagadda, R., Singh, P., Gogineni, A., Reddy, R. R. S., & Reddy, H. B. (2022). Developing, Implementing and Evaluating Training for Online Graduate Teaching Assistants based on Addie Model. Asian Journal of Education and Social Studies, 28(1), 1-10. 

 

Julaihi, N. H., & Hamdan, A. (2019). Malaysian Secondary School Teachers’ Readiness in Implementing 21st Century Learning (PAK21). 1st International Conference on Education in the Digital Ecosystem (ICEdDE 2019), 320–331.  

 

Kalina, C., & Powell, K. C. (2009). Cognitive and social constructivism: Developing tools for an effective classroom. Education, 130(2), 241-250. 

 

Kapur, R. (2018). Factors Influencing the Students Academic Performance in Secondary Schools in India. University of Delhi, 575-587. 

 

Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and psychological measurement, 30(3), 607-610. 

 

Kolb, D. A. (1984). Experiential learning. New Jersey, Eaglewood Cliffs. 

 

Kumar, R., & Gupta, V. K. (2009). An Introduction to Cognitive Constructivism in 

Education. Journal of Indian Education, 35(3), 39-45. 

 

Kwon, K. S., Rahman, M. K., Phung, T. H., Hoath, S. D., Jeong, S., & Kim, J. S. (2020). Review of Digital Printing Technologies for Electronic Materials. Flexible and Printed Electronics, 5(4), 043003. 

 

Larson, L. C., & Miller, T. N. (2011). 21st Century Skills: Prepare Students For the Future. Kappa Delta Pi Record, 47(3), 121-123. 

 

Lefa, B. (2014). The Piaget theory of cognitive development: an educational implications. Educational psychology, 1(1), 1-8. 

 

Lord, T. (1997). Preservice Secondary Education Majors and Visual-Spatial Perception: An Important Cognitive Aptitude in the Teaching of Science and Mathematics. Journal of Science Teacher Education, 8(1), 43-53. 

 

Lynn, M. R. (1986). Determination and quantification of content validity. Nursing research, 35(6), 382-386. 

 

Mbati, L. (2013). Online Social Media Applications for Constructivism and Observational Learning. International Review of Research in Open and Distributed Learning, 14(5), 166-185. 

 

Muruganantham, G. (2015). Developing of E-content Package by using ADDIE model. International Journal of Applied Research, 1(3), 52-54. 

 

Nee, C. C., & Yunus, M. M. (2020). RollRoll dice: An Effective Method to Improve Writing Skills among Year 3 pupils in Constructing SVOA Sentences. Universal Journal of Educational Research, 8(6), 2368-2382. 

 

Ng, Y. F., Chan, K. K., Lei, H., Mok, P., & Leung, S. Y. (2019). Pedagogy and innovation in science education: A case study of an experiential learning science undergraduate course. The European Journal of Social & Behavioural Sciences, 25(2), 2910-2926. 

 

Nichols Hess, A., & Greer, K. (2016). Designing for Engagement: Using the ADDIE model to Integrate High-Impact Practices into an Online Information Literacy Course. Communications in Information Literacy, 10(2), 6. 

 

Nicolaides, A. (2012). Innovative Teaching and Learning Methodologies for Higher Education Institutions. Educational Research, 3(8), 620-626. 

 

Noor Azlan, A. Z., & Nurdalina, D. (2010). Penggunaan Bahan Bantu Mengajar Di Kalangan Guru  Pelatih  UTM  Yang  Mengajar  Mata  Pelajaran  Matematik.  Universiti  Teknologi Malaysia, 1-6. 

 

Norman, G. R., & Streiner, D. L. (2008). Biostatistics: The Bare Essentials. PMPH USA (BC Decker). 

 

 

Nwuba, I. S., & Osuafor, A. M. (2021). Effect of Experiential Learning Approach on Secondary School Students’ Academic Achievement in Biology in AWKA Education Zone. South Eastern Journal of Research And Sustainable Development (SEJRSD), 4(2), 1-15. 

 

Okoli, J. N., & Abonyi, O. S. (2014). The Effects of the Experiential Learning Strategy on Secondary School Students’ Achievement in Biology. US-China Education Review, 4(2), 96-101. 

 

Osuafor, A. M., & Obialor, C. O. (2021). Level of acquisition of laboratory managerial skills by basic science teachers in secondary schools in Anambra State. Unizik Journal of STEM Education, 4(1), 29-41. 

 

Orfanou, K., Tselios, N., & Katsanos, C. (2015). Perceived Usability Evaluation of Learning Management Systems: Empirical Evaluation of the System Usability Scale. The International Review of Research in Open and Distributed Learning, 16(2). 

 

Paul, J., & Criado, A. R. (2020). The Art of Writing Literature Review: What Do We Know and What Do We Need to Know? International Business Review, 29(4), 101717. 

 

Piaget, J. (1952). .he origins of intelligence in children, trans .. Cook. NewYork: International Universities Press. 

 

Pearlman, B. (2006). Twenty-first century learning in schools: A case study of New Technology High School in Napa, California. New Directions for Youth Development, (110), 101-112. 

 

Pizzagalli, M. D., Bensimon, A., & Superti-Furga, G. (2021). A guide to plasma membrane solute carrier proteins. The FEBS journal, 288(9), 2784-2835. 

 

Polit, D. F., & Beck, C. T. (2006). The content validity index: are you sure you know what's being reported? Critique and recommendations. Research in nursing & health, 29(5), 489-497. 

 

Polit, D. F., Beck, C. T., & Owen, S. V. (2007). Is the CVI an acceptable indicator of content validity? Appraisal and recommendations. Research in nursing & health, 30(4), 459-467. 

 

Pritchard, A. (2005). Ways of learning: Learning Theories and Learning Styles in the Classroom. Great Britain: David Fulton Publishers. 

 

Prokop, P., Prokop, M., & Tunnicliffe, S. D. (2007). Is Biology Boring? Student Attitudes toward Biology. Journal of Biological Education, 42(1), 36-39. 

 

Quillin, K., & Thomas, S. (2015). Drawing-To-Learn: A Framework for Using Drawings to Promote Model-Based Reasoning in Biology. CBE—Life Sciences Education, 14(1), es2. 

 

Raiyn, J. (2016). The Role of Visual Learning in Improving Students' High-Order Thinking Skills. Journal of Education and Practice, 7(24), 115-121. 

 

Raman, A., Cheah, H. M., Don, Y., Daud, Y., & Khalid, R. (2015). Relationship between principals’ transformational leadership style and secondary school teachers’ commitment. Asian Social Science, 11(15), 221-228. 

 

Razali, S. S., Ismail, A., Yazid, F. M., Ahmad, M. F., Hashim, S., Rohanai, R., & Shafieek, M. S. M. (2023). TVET in The 21st Century: Exploring Multimedia Elements in Digital Teaching and Learning Based On Art Content. Journal of Technical Education and Training, 15(1), 9-19. 

 

Ruiz C. Instrumentos de Investigación Educativa: Procedimientos Para Su Diseño y Validación. 1ª ed. Venezuela: CIDEG; 2002. 266 p. 

 

Salleh, W. N. W. M., Ahmad, C. N. C., & Setyaningsih, E. (2021). Difficult Topics in Biology from the View Point of Students and Teachers based on KBSM implementation. EDUCATUM Journal of Science, Mathematics and Technology, 8(1), 49-56. 

 

Safri, U. S. A., & Jamaludin, K. A. (2022). PAK 21 Skills and The Challenges of its Integration During Teaching and Facilitation Session (PDPC). 

 

Serholt, S. (2018). Breakdowns in children's interactions with a robotic tutor: A longitudinal study. Computers in Human Behavior, 81, 250-264. 

 

Shabiralyani, G., Hasan, K. S., Hamad, N., & Iqbal, N. (2015). Impact of Visual Aids in Enhancing the Learning Process Case Research: District Dera Ghazi Khan. Journal of Education and Practice, 6(19), 226-233. 

 

Sorgo, A., & Siling, R. (2017). Fragmented knowledge and missing connections between knowledge from different hierarchical organisational levels of reproduction among adolescents and young adults. CEPS Journal, 7(1), 69-91. 

 

Spatioti, A. G., Kazanidis, I., & Pange, J. (2022). A Comparative Study of the ADDIE Instructional Design Model in Distance Education. Information, 13(9), 402. 

 

Teplá, M., Teplý, P., & Šmejkal, P. (2022). Influence of 3D Models and Animations on Students in Natural Subjects. International Journal of STEM Education, 9(1), 65. 

 

Thabane, L., Ma, J., Chu, R., Cheng, J., Ismaila, A., Rios, L. P., ... & Goldsmith, C. H. (2010). A tutorial on pilot studies: the what, why and how. BMC medical research methodology, 10(1), 1-10. 

 

Tian, M., & Huber, S. G. (2020). Mapping educational leadership, administration and management research 2007–2016: Thematic strands and the changing landscape. Journal of Educational Administration, 58(2), 129-150. 

 

Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review. British Journal of Management, 14, 207-222. 

 

Trochim, W. M. K., & Donnelly, J. P. (2008). Research Methods Knowledge Base. 3rd ed. 

 

Van Kuijk, J., Van Driel, L., & Van Eijk, D. (2015). Usability in product development practice; an exploratory case study comparing four markets. Applied ergonomics, 47, 308-323. 

 

Wadsworth, B. J. (2004). Piaget’s Theory of Cognitive Development and Affective Development: Foundations of Constructivism. 

 

Wang, S., Christensen, C., Cui, W., Tong, R., Yarnall, L., Shear, L., & Feng, M. (2023). When Adaptive Learning is Effective Learning: Comparison of An Adaptive Learning System to Teacher-led Instruction. Interactive Learning Environments, 31(2), 793-803. 

 

Wang, G. G., & Wilcox, D. (2006). Training evaluation: knowing more than is practiced. Advances in Developing Human Resources, 8(4), 528-539. 

 

Watson, R. (2015). Quantitative Research. Nursing standard, 29(31). 

 

 

Whittemore, R., & Knafl, K. (2005). The Integrative Review: Updated Methodology. Journal of Advanced Nursing, 52, 546-553. 

 

Widyastuti, E. (2019, March). Using the ADDIE Model to Develop Learning Material for Actuarial Mathematics. In Journal of Physics: Conference Series, 1188(1), p. 012052. IOP Publishing. 

 

Wu, H. K., & Shah, P. (2004). Exploring Visuospatial Thinking in Chemistry Learning. Science Education, 88(3), 465-492. 

 

Xie, C., Schimpf, C., Chao, J., Nourian, S., & Massicotte, J. (2018). Learning and teaching engineering design through modeling and simulation on a CAD platform. Computer Applications in Engineering Education, 26(4), 824-840. 

 

Yunus, M. M., Nordin, N., Salehi, H., Embi, M. A., & Salehi, Z. (2013). The Use of Information and Communication Technology (ICT) in teaching ESL Writing Skills. English Language Teaching, 6(7), 1-8. 

 

Zaharudin, R., Hashim, N. A., Zaid, S. M., Ithnin, M. A., Mapjabil, J., & Nordin, M. N. (2021). Employing Design and Development Research (DDR) Approach in Designing Next Generation Learning Spaces (NGLS) In Teachers' Pedagogy and Technology Tools. Review of International Geographical Education Online, 11(7).