Evaluating the Golden Ratio Claim in Water Spinach Internode Distances: An Inquiry-STEM Activity Design for Ratio Learning

Authors

  • Ika Meika Universitas Mathla'ul Anwar Banten, Indonesia
  • Rizki Amsyarul Firdaus Universitas Mathla’ul Anwar, Banten, Indonesia
  • Ika Yunitasari Universitas Mathla’ul Anwar, Banten, Indonesia
  • Asep Sujana Universitas Mathla’ul Anwar, Banten, Indonesia

DOI:

https://doi.org/10.35706/sjme.v10i2.13601

Keywords:

golden ratio, inquiry-STEM, , kangkung, pembelajaran rasio

Abstract

The claim that the golden ratio appears in nature is frequently used as a context for mathematics learning; however, such claims require rigorous examination through precise variable definitions and appropriate analysis. This study critically examined whether internode-distance patterns in water spinach (Ipomoea aquatica) approximate the golden ratio. The objectives were to: (1) describe the pattern of five consecutive internode distances across 30 water spinach stems, (2) examine the closeness of adjacent-distance ratios to φ = 1.618, and (3) translate the findings into an inquiry-STEM activity for ratio learning. The data comprised 150 distance measurements and 120 adjacent paired ratios collected using AR Meter, a smartphone-based augmented reality measurement application. The analysis retained directional ratios to identify positional changes and used symmetric ratios, defined as the longer distance divided by the shorter distance, to evaluate proximity to φ. Differences among the five positions were tested using the Friedman test, while stem-level geometric means were compared with φ using the Wilcoxon signed-rank test. The results showed significant differences in internode distance by position, χ²(4) = 22.744, p < 0.001, Kendall’s W = 0.190. The arithmetic mean of the 120 symmetric ratios was 1.629, which appeared close to φ but was influenced by two extreme ratios, 11.25 and 11.67. Only 11 of the 120 ratios (9.17%) fell within a 5% tolerance of φ. Therefore, the data did not support a consistent golden-ratio pattern in water spinach internode distances. The educational value of this study lies in using an unconfirmed popular claim as a context for teaching measurement, reciprocal ratios, robust statistics, and evidence-based argumentation through inquiry-STEM.

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References

Apriastuti, N. P. E., Putra, A. A. G., & Karnata, I. N. (2023). Respon pertumbuhan tanaman kangkung darat (Ipomoea reptans Poir.) terhadap dosis pupuk urea. 01(01), 45–49. https://doi.org/10.58878/jissiwirabuda.v1i1.186 [accessed July 1, 2026].

Ben-Chaim, D., Keret, Y., & Ilany, B. S. (2012). Ratio and proportion: Research and teaching in mathematics teachers’ education. Sense Publishers. https://doi.org/10.1007/978-94-6091-784-4 [accessed June 20, 2026].

Bergeron, F., & Reutenauer, C. (2019). Golden ratio and phyllotaxis, a clear mathematical link. Journal of Mathematical Biology, 78(1–2), 1–19. https://doi.org/10.1007/s00285-018-1265-3 [accessed June 20, 2026].

Campbell, S., Greenwood, M., Prior, S., Shearer, T., Walkem, K., Young, S., Bywaters, D., & Walker, K. (2020). Purposive sampling: Complex or simple? Research case examples. Journal of Research in Nursing, 25(8), 652–661. https://doi.org/10.1177/1744987120927206

Cao, X., Lu, H., Wu, Q., & Hsu, Y. (2025). Systematic review and meta-analysis of the impact of STEM education on students’ learning outcomes. Frontiers in Psychology, 1579474(August), 1–15. https://doi.org/10.3389/fpsyg.2025.1579474 [accessed June 20, 2026].

Faizah, S., Rahmawati, N. D., & Murniasih, T. R. (2021). Investigasi struktur argumen mahasiswa dalam pembuktian aljabar berdasarkan skema Toulmin. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 10(3), 1466–1476. https://doi.org/10.24127/ajpm.v10i3.3781 [accessed July 2, 2026].

Godin, C., Gole, C., & Douady, S. (2020). Phyllotaxis as geometric canalization during plant development. Development. https://doi.org/10.17226/13165 [accessed June 20, 2026].

Hasler, O., Blaser, S., & Nebiker, S. (2020). Performance evaluation of a mobile mapping application using smartphones and augmented reality frameworks. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-2-2020, 741–747. https://doi.org/10.5194/isprs-annals-V-2-2020-741-2020 Hollander, M., Wolfe, D. A., & Chicken, E. (2014). Nonparametric statistical methods (3rd ed.). John Wiley & Sons.

Holm, S. (1979). A simple sequentially rejective multiple test procedure. Scandinavian Journal of Statistics, 6(2), 65–70. https://doi.org/10.2307/4615733

Limpert, E., Stahel, W. A., & Abbt, M. (2001). Log-normal distributions across the sciences: Keys and clues. BioScience, 51(5), 341–352. https://doi.org/10.1641/0006-3568(2001)051[0341:LNDATS]2.0.CO;2

National Research Council. (2012). A framework for K-12 science education: Practices, crosscutting concepts, and core ideas. The National Academies Press. https://doi.org/10.17226/13165 [accessed June 20, 2026].

OECD. (2022). PISA 2022 results (Volume I): The state of learning and equity in education: Vol. I. OECD Publishing. https://doi.org/10.1787/53f23881-en [accessed June 20, 2026].

Okabe, T. (2015). Biophysical optimality of the golden angle in phyllotaxis. Scientific Reports, 3–5. https://doi.org/10.1038/srep15358 [accessed June 20, 2026].

Okabe, T., Ishida, A., & Yoshimura, J. (2019). The unified rule of phyllotaxis explaining both spiral and non-spiral arrangements. Journal of the Royal Society Interface, 16(151), Article 20180850. https://doi.org/10.1098/rsif.2018.0850 [accessed June 20, 2026].

Prahmana, R. C. I., Sagita, L., Hidayat, W., & Utami, N. W. (2020). Two decades of realistic mathematics education research in Indonesia: A survey. Infinity Journal, 9(2), 223–246. https://doi.org/10.22460/infinity.v9i2.p223–246 [accessed June 20, 2026].

Revina, S., & Leung, F. K. S. (2019). How the same flowers grow in different soils? The implementation of realistic mathematics education in Utrecht and Jakarta classrooms. International Journal of Science and Mathematics Education, 17(3), 565–589. https://doi.org/10.1007/s10763-018-9883-1 [accessed June 20, 2026].

Risdiyanti, I., Zulkardi, & Putri, R. I. I. (2024). Ratio and proportion through realistic mathematics education and Pendidikan Matematika Realistik Indonesia approach: A systematic literature review. Jurnal Elemen, 10(1), 158–180. https://doi.org/10.1007/s11858-008-0125-9 [accessed June 20, 2026].

Royal Botanic Gardens, Kew. (2026). Ipomoea aquatica Forssk. Plants of the World Online. Retrieved June 14, 2026, from https://powo.science.kew.org/taxon/urn:lsid:ipni.org:names:268410-1 [accessed June 20, 2026].

Sembiring, R. K., Hadi, S., & Dolk, M. (2008). Reforming mathematics learning in Indonesian classrooms through RME. ZDM Mathematics Education, 40(6), 927-939. https://doi.org/10.1007/s11858-008-0125-9 [accessed June 20, 2026].

Shapiro, S. S., & Wilk, M. B. (1965). An analysis of variance test for normality (complete samples). Biometrika, 52(3–4), 591–611. https://doi.org/10.1093/biomet/52.3-4.591

Strauss, S., Janne, L., Prusinkiewicz, P., Miltos, T., Smith, R. S., & Smith, R. S. (2020). Phyllotaxis: Is the golden angle optimal for light capture? New Phytologist, 499–510. https://doi.org/10.1111/nph.16040

Teles, N., Ribeiro, T., & Vasconcelos, C. (2024). Exploring the golden ratio in nature by using a STEAM approach: A diagnostic and quasi-experimental study. Education Sciences. https://doi.org/10.3390/educsci14070705

Van Den Heuvel-Panhuizen, M., & Drijvers, P. (2020). Realistic mathematics education. In S. Lerman (Ed.), Encyclopedia of mathematics education (2nd ed., pp. 713-717). Springer. https://doi.org/10.1007/978-3-030-15789-0_170 [accessed June 20, 2026].

Wibowo, H. Y., & Sitawati. (2017). Respon tanaman kangkung darat (Ipomoea reptans Poir.) dengan interval penyiraman pada pipa vertikal. Plantropica: Journal of Agricultural Science, 2(2), 148–154. https://jpt.ub.ac.id/index.php/jpt/article/view/142 [accessed June 20, 2026].

Yin, X., & Tsukaya, H. (2022). Fibonacci spirals may not need the golden angle. Quantitative Plant Biology, 3, Article e13. https://doi.org/10.1017/qpb.2022.10 [accessed June 20, 2026].

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Published

2026-07-20

How to Cite

Meika, I., Firdaus, R. A., Yunitasari, I., & Sujana, A. (2026). Evaluating the Golden Ratio Claim in Water Spinach Internode Distances: An Inquiry-STEM Activity Design for Ratio Learning. SJME (Supremum Journal of Mathematics Education), 10(2), 303–314. https://doi.org/10.35706/sjme.v10i2.13601

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