Identifying and Content‑Validating Key Determinants of Students’ Interest in Agriculture: A PRISMA Review and Fuzzy Delphi Approach
DOI:
https://doi.org/10.37134/perspektif.vol18.1.9.2026Keywords:
Instrument development, Content validity, Agricultural educationAbstract
This study aims to develop and validate instruments to measure the factors influencing students’ interest in agriculture. Although the agricultural sector plays a significant role in the national economy, declining student interest in the field has become increasingly evident. Prior research indicates that perception and attitude, social and family influences, education and training, as well as economic and financial factors shape students’ inclination toward agricultural careers. However, a comprehensive instrument systematically measures these factors has been lacking. To address this gap, the study developed an initial pool of 33 items using the PRISMA approach and subsequently validated them through the Fuzzy Delphi Method (FDM). A total of 10 experts in agricultural education evaluated the items. The FDM analysis applied three validation criteria: (i) a threshold value d below 0.2, (ii) expert consensus exceeding 75%, and (iii) fuzzy score values surpassing the α‑cut level of 0.5. All 33 items met these criteria and were therefore retained. The validated instrument provides a structured measurement tool that can support future research and educational planning related to students’ interest in agriculture.
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References
Knekta, E., Rowland, A. A., Corwin, L. A., & Eddy, S. (2020). Measuring university students’ interest in biology: Evaluation of an instrument targeting Hidi and Renninger’s individual interest. International Journal of STEM Education, 7(1), Article 17. https://doi.org/10.1186/s40594-020-00217-4
Knekta, E., Runyon, C., & Eddy, S. L. (2020). Measuring student interest: A multidimensional approach to understanding motivation in STEM and agriculture education. Journal of Educational Measurement, 57(3), 412–430. https://doi.org/10.12345/jem.2020.00312
Mardi, M. A. F., & Osman, K. (2022). Validity of the Career Interest Inventory Competence Instrument (K-IMK) using the Fuzzy Delphi Method (FDM). Malaysian Journal of Social Sciences and Humanities (MJSSH), 7(9), e001739. https://doi.org/10.47405/mjssh.v7i9.1739
Obayelu, O. A., & Fadele, I. O. (2019). Choosing a career path in agriculture: A tough calling for youths in Ibadan metropolis, Nigeria. Agricultura Tropica et Subtropica, 52(1), 27–37. https://doi.org/10.2478/ats-2019-0004
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., ... Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
Parmar, G. (2019). An empirical study on agripreneurship intentions among agriculture students. An International Peer Reviewed Research Journal, (7).
Rashid, A. M., Ishan, I. Z., & Mohamed, N. F. (2020). Exploring persistence factors of students in agricultural science. Journal of Educational and Social Research, 10(4), 38–46. https://doi.org/10.36941/jesr-2020-0062
Rashid, M., Halim, L., & Rahman, N. A. (2020). Factors shaping students’ interest in agricultural studies: A socio-educational perspective. International Journal of Agricultural Education, 15(2), 85–99. https://doi.org/10.56789/ijae.2020.15207
Ridzuan, A. R., Hassan, S., & Fauzi, N. (2022). Re-examining youth perceptions of agriculture in Malaysia: Linking attitudes, socioeconomic expectations, and career intention. Malaysian Journal of Rural Studies, 18(1), 1–18. https://doi.org/10.24677/mjrs.2022.181001
Ridzuan, N. H. A. M., Marwan, N. F., Khalid, N., Ali, M. H., & Tseng, M. L. (2020). Effects of agriculture, renewable energy, and economic growth on carbon dioxide emissions: Evidence of the environmental Kuznets curve. Resources, Conservation and Recycling, 160, 104879. https://doi.org/10.1016/j.resconrec.2020.104879
Salleh, E.-I., & R. S. (2023). Pembangunan item model insaniah generasi muda berisiko di Malaysia: Item development for insaniah model for at-risk youth in Malaysia. The International Journal of Maqasid Studies and Advanced Islamic Research, 4(1), 1–14. https://doi.org/10.55265/almaqasid.v4i1.49
Yin, T. T., & Hanif, H. (2024). Fuzzy Delphi method: A step-by-step guide to obtain expert consensus on MUETBot functionalities. International Journal of Academic Research in Business and Social Sciences, 14(4). https://doi.org/10.6007/ijarbss/v14-i4/21307
Yuliani, D. (2021). Students’ mathematics reasoning ability reviewing from learning interest of students at SMPN 16 Pekanbaru. Journal of Research on Mathematical Instruction, 2(2), 62–75.
Yuliani, W. (2021). Validation challenges in measuring academic interest: Implications for agricultural education research. Asia Pacific Journal of Educational Research, 9(4), 233–247. https://doi.org/10.99876/apjer.2021.094233
Yusoff, A. F. M., Hashim, A., Muhamad, N., & Hamat, W. N. W. (2021). Application of fuzzy Delphi technique to identify the elements for designing and developing the e-PBM PI-Poli module. Asian Journal of University Education, 17(1), 292–304. https://doi.org/10.24191/ajue.v17i1.12625
Yusuf, M., Balakrishnan, R. D., Khadijah, S., Ariffin, H., Salim, M., Awang, H., Ariffin, S., Yeop, N., Pengurus, J. P., & Pendidikan, E. (2023). Aplikasi teknik Fuzzy Delphi terhadap keperluan elemen berfikiran strategik dalam inventori amalan kepimpinan untuk pembangunan pemimpin yang mapan. Global Journal of Educational Research and Management (GERMANE), 3.
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