Development of an Arabic Vocabulary Selection Model for Lower Secondary Students using the Fuzzy Delphi Method

Authors

  • Rosyawati Ab.Rahim Department of Arabic Language and Literature, International Islamic University Malaysia
  • Taufik Ismail Department of Arabic Language and Literature, International Islamic University Malaysia,
  • Radhwa Abu Bakar Department of Arabic Language and Literature, International Islamic University Malaysia,
  • Ramlan Mustapha Universiti Teknologi MARA Pahang, Malaysia

DOI:

https://doi.org/10.21834/e-bpj.v10iSI33.7031

Keywords:

Arabic vocabulary, Fuzzy Delphi Method, lower secondary education, urriculum development

Abstract

The purpose of this project is to use the Fuzzy Delphi technique to create an Arabic vocabulary selection model for Malaysian lower secondary pupils. Five Arabic and educational specialists were chosen to assess important vocabulary selection factors. Five primary domains were identified by the experts: instructional value, curriculum relevance, contextual suitability, frequency of use, and challenge level. Every Fuzzy Delphi criterion was met by the model, including the α-cut score (≥ 3.5), agreement (≥ 75%), and threshold value (d < 0.2). The creation of more potent Arabic teaching resources can be guided by this concept.

References

Adler, M., & Ziglio, E. (1996). Gazing into the oracle: The Delphi method and its application to social policy and public health. Jessica Kingsley Publishers.

Ayyub, B. M. (2001). Elicitation of expert opinions for uncertainty and risks. CRC Press. DOI: https://doi.org/10.1201/9781420040906

Benitez, J. M., Martín, J. C., & Román, C. (2007). Using fuzzy number for measuring quality of service in the hotel industry. Tourism Management, 28(2), 544–555. DOI: https://doi.org/10.1016/j.tourman.2006.04.018

Bodjanova, S. (2006). Median alpha-levels of a fuzzy number. Fuzzy Sets and Systems, 157(7), 879–891. DOI: https://doi.org/10.1016/j.fss.2005.10.015

Booker, J. M., & McNamara, L. A. (2004). Solving black box computation problems using expert knowledge theory and methods. Reliability Engineering & System Safety, 85(1–3), 331–340. DOI: https://doi.org/10.1016/j.ress.2004.03.021

Cantrill, J. A., Sibbald, B., & Buetow, S. (1996). The Delphi and nominal group techniques in health services research. International Journal of Pharmacy Practice, 4(2), 67–74. DOI: https://doi.org/10.1111/j.2042-7174.1996.tb00844.x

Chang, P.-L., Hsu, C.-W., & Chang, P.-C. (2011). Fuzzy Delphi method for evaluating hydrogen production technologies. International Journal of Hydrogen Energy, 36(21), 14172–14179. DOI: https://doi.org/10.1016/j.ijhydene.2011.05.045

Cheng, C.-H., & Lin, Y. (2002). Evaluating the best main battle tank using Fuzzy decision theory with linguistic criteria evaluation. European Journal of Operational Research, 142(1), 174–186. DOI: https://doi.org/10.1016/S0377-2217(01)00280-6

Fortemps, P., & Roubens, M. (1996). Ranking and defuzzification methods based on area compensation. Fuzzy Sets and Systems, 82(3), 319–330. DOI: https://doi.org/10.1016/0165-0114(95)00273-1

Hasson, F., Keeney, S., & McKenna, H. (2000). Research guidelines for the Delphi survey technique. Journal of Advanced Nursing, 32(4), 1008–1015. DOI: https://doi.org/10.1046/j.1365-2648.2000.t01-1-01567.x

Hsieh, T. Y., Lu, S. T., & Tzeng, G. H. (2004). Fuzzy MCDM approach for planning and design tenders selection in public office buildings. International Journal of Project Management, 22(7), 573–584. DOI: https://doi.org/10.1016/j.ijproman.2004.01.002

Kaynak, E., & Macaulay, J. A. (1984). The Delphi technique in the measurement of tourism market potential: the case of Nova Scotia. Tourism Management, 5(2), 87–101. DOI: https://doi.org/10.1016/0261-5177(84)90056-6

Milton, J., & Hopwood, O. (2022). Vocabulary in the foreign language curriculum: Principles for effective instruction. Routledge. DOI: https://doi.org/10.4324/9781003278771

Mustapha, R., & Darusalam, G. (2017). Aplikasi kaedah Fuzzy Delphi dalam Kajian Sians Sosial. Penerbitan Universiti Malaya.

Okoli, C., & Pawlowski, S. D. (2004). The Delphi method as a research tool: An example, design considerations and applications. Information and Management, 42(1), 15–29. DOI: https://doi.org/10.1016/j.im.2003.11.002

Rahmatan, M., Sani, N., JH, D. A., Putra, M. H. A. H., & Salsabila, F. (2023). The Role of Strengthening Vocabulary Memorization in Facilitating Arabic Language Learning Students Babul Mu’arrif Jambi Islamic Boarding School. Jurnal Ilmu Bahasa Arab Dan Pembelajarannya, 13(1), 83–98. DOI: https://doi.org/10.22373/ls.v13i1.18032

Ramli, N. S., & Ghani, M. T. A. (2025). Penerokaan masalah dan strategi pembelajaran terbaik bagi mata pelajaran bahasa arab untuk murid disleksia di daerah Muallim, Perak, Malaysia. Jurnal Pendidikan Awal Kanak-Kanak Kebangsaan, 14(1), 45–60. DOI: https://doi.org/10.37134/jpak.vol14.1.4.2025

Richey, R. C., & Klein, J. D. (2014). Design and development research: Methods, strategies, and issues. Routledge. DOI: https://doi.org/10.4324/9780203826034

Skulmoski, G. J., Hartman, F. T., & Krahn, J. (2007). The Delphi method for graduate research. Journal of Information Technology Education: Research, 6(1), 1–21. DOI: https://doi.org/10.28945/199

Syahfutra, W., Wan Daud, W. M. A., & Hafezah, N. (2024). Application of Fuzzy Delphi Method in the Design of Reading Digital Modul for University Students in Riau. Arab World English Journal, 15(3), 67–88. DOI: https://doi.org/10.24093/awej/vol15no3.5

Tang, C. W., & Wu, C. T. (2010). Obtaining a picture of undergraduate education quality: A voice from inside the university. Higher Education, 60(3), 269–286. DOI: https://doi.org/10.1007/s10734-009-9299-5

Thomaidis, N. S., Nikitakos, N., & Dounias, G. D. (2006). The evaluation

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Published

2025-06-15

How to Cite

Ab.Rahim, R., Ismail, T., Abu Bakar, R., & Mustapha, R. (2025). Development of an Arabic Vocabulary Selection Model for Lower Secondary Students using the Fuzzy Delphi Method. Environment-Behaviour Proceedings Journal, 10(SI33), 19–24. https://doi.org/10.21834/e-bpj.v10iSI33.7031

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