Vol. 12 No. 5 (2026): In Progress
Open Access
Peer Reviewed

Diagnostic Assessment of Small Dam Performance Using a Hierarchical Composite Index: Limiting Indicators and Robustness Analysis in Semi-Arid Area

Authors

DOI:

10.29303/jppipa.v12i5.14717

Published:

2026-05-25

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Abstract

Small dams are strategic infrastructure in semi-arid areas such as Kupang, where performance sustainability is shaped by technical and institutional dimensions. This study analyzes the performance of three small dams, namely Oelanisa, Bisiti, and Oekolo, using a hierarchical composite index to identify limiting indicators and examine weighting robustness within the Performance Index Model of Small Dams (IKEK). A total of 37 indicators across physical, O&M, institutional, and service aspects were evaluated through weighted linear aggregation and six weighting scenarios. Using an inverse scoring convention (lower = better), IKEK values were 2.44 for Oelanisa (Moderate-2), 2.86 for Bisiti (Moderate-4), and 2.97 for Oekolo (Poor), indicating systemic deficiencies despite water availability reliability. The O&M aspect contributed 63.51–66.43% to the total index, a consequence of its structural weight (0.53) combined with poor O&M performance, reflecting governance weaknesses rather than model imbalance. Staff competence held the highest effective weight (β = 0.1549) and greatest marginal impact (∆IKEK = 0.465), the maximum index gain achievable at optimal condition. Robustness testing confirmed ranking stability, demonstrating performance differences are structurally determined by actual score distributions. These findings affirm that strengthening O&M capacity and institutional governance is the primary rehabilitation priority in semi-arid small dam systems.

Keywords:

Effective weight Hierarchical composite index Robustness analysis Semi-arid area Small dams

References

Angmor, E., Frimpong, L. K., Mensah, S. L., & Okyere, S. A. (2024). Exploring the institutional barriers to rural water management in Ghana. Water Policy, 26(9), 921–940. https://doi.org/10.2166/wp.2024.130

Becker, W., Saisana, M., Paruolo, P., & Vandecasteele, I. (2017). Weights and importance in composite indicators: Closing the gap. Ecological Indicators, 80, 12–22. https://doi.org/10.1016/j.ecolind.2017.03.056

Bunganaen, W. (2013). Analisis kinerja embung Oelomin. Jurnal Teknik Sipil, 2(1), 23–36. https://doi.org/10.35508/jts.2.1.23-36

Casadei, S., Di Francesco, S., Giannone, F., & Pierleoni, A. (2019). Small reservoirs for a sustainable water resources management. Advances in Geosciences, 49, 165–174. https://doi.org/10.5194/adgeo-49-165-2019

Dethan, Y., Bunganaen, W., & Messah, Y. A. (2015). Evaluasi kinerja embung Oeltua. Jurnal Teknik Sipil, 4(1), 105–118. https://doi.org/10.35508/jts.4.1.105-118

Fallo, S. D. A., Udiana, I. M., & Utomo, S. (2022). Evaluasi kinerja embung kecil di Kabupaten Kupang. Jurnal Forum Teknik Sipil, 2(1), 44–55. Retrieved from https://ejurnal.undana.ac.id/index.php/ForTekS/article/view/4260/3739

Greco, S., Ishizaka, A., Tasiou, M., & Torrisi, G. (2019). On the methodological framework of composite indices: A review of the issues of weighting, aggregation, and robustness. Social Indicators Research, 141(1), 61–94. https://doi.org/10.1007/s11205-017-1832-9

Ibnu Kasiro, I., Asidharma, W., Rusli, B. S., Nugroho, C. L., & Sunarto. (1994). Pedoman kriteria desain embung kecil untuk daerah semi kering di Indonesia. Puslitbang Pengairan, Departemen Pekerjaan Umum.

Kelemen, A., Szabó, Z. K., Bozóki, S., Szádoczki, Z., & Hartvig, Á. D. (2024). A sensitivity analysis of composite indicators: Min/max thresholds. Environmental and Sustainability Indicators, 23, 100453. https://doi.org/10.1016/j.indic.2024.100453

Kementerian Pekerjaan Umum dan Perumahan Rakyat. (2018). Pedoman pembangunan embung kecil dan bangunan penampung air lainnya di desa (Surat Edaran No. 07/SE/M/2018). Kementerian Pekerjaan Umum dan Perumahan Rakyat. Retrieved from https://jdih.pu.go.id/detail-dokumen/2302/1

Kurniawan, T., Bisri, M., Juwono, P. T., Suhartanto, E., Tohari, A., & Riandasenya, S. A. R. (2022). Performance index model of river and infrastructure. Journal of Hunan University Natural Sciences, 49(2), 111–122. https://doi.org/10.55463/issn.1674-2974.49.2.11

Limantara, L. M., Tawakal, F. I., Bisri, M., & Andawayanti, U. (2024). Performance index model for water allocation in watershed. Journal of Law and Sustainable Development, 12(3), e3216. https://doi.org/10.55908/sdgs.v12i3.3216

Limantara, L. M., Juwono, P. T., Dermawan, V., Wijatmiko, I., & Tohari, A. (2023). Performance index model of main structure (case study in IPDMIP). Journal of Law and Sustainable Development, 11(12), e1991. https://doi.org/10.55908/sdgs.v11i12.1991

Loucks, D. P., & van Beek, E. (2017). Water resource systems planning and management: An introduction to methods, models, and applications. Springer. https://doi.org/10.1007/978-3-319-44234-1

Mady, B., Lehmann, P., Gorelick, S. M., & Or, D. (2020). Distribution of small seasonal reservoirs in semi-arid regions and associated evaporative losses. Environmental Research Communications, 2(6), 061003. https://doi.org/10.1088/2515-7620/ab92af

Melani, M. A. H., Udiana, I. M., & Sina, D. A. T. (2024). Evaluasi kinerja embung kecil di Kabupaten Ende. JUTEKS: Jurnal Teknik Sipil, 9(1), 88–97. https://doi.org/10.32511/juteks.v9i1.1157

Nardo, M., Saisana, M., Saltelli, A., Tarantola, S., Hoffmann, A., & Giovannini, E. (2008). Handbook on constructing composite indicators: Methodology and user guide. OECD Publishing. https://doi.org/10.1787/9789264043466-en

Owusu, S., Cofie, O., Mul, M., & Barron, J. (2022). The significance of small reservoirs in sustaining agricultural landscapes in dry areas of West Africa: A review. Water, 14(9), 1440. https://doi.org/10.3390/w14091440

Pentewati, P., Juwono, P. T., Limantara, L. M., & Sholichin, M. (2023a). Assessment of the small dam performance for its support in the semi-arid area. Journal of Hunan University Natural Sciences, 50(3), 76–83. https://doi.org/10.55463/issn.1674-2974.50.3.8

Pentewati, P., Juwono, P. T., Limantara, L. M., & Sholichin, M. (2023b). The limiting parameter for supporting the performance assessment of small dams in the semi-arid area. Journal of Law and Sustainable Development, 11(12), e2060. https://doi.org/10.55908/sdgs.v11i12.2060

Pentewati, P., Juwono, P. T., Limantara, L. M., & Sholichin, M. (2024). Performance index model of small dam in semi-arid area. Civil Engineering Journal, 10(8), 2645–2660. https://doi.org/10.28991/CEJ-2024-010-08-014

Punuf, D. A., Sartohadi, J., & Setiawan, M. A. (2025). Community-based management of small reservoirs in an erosion-landslide-drought area in the dry tropical region of Kupang Regency. Journal of Degraded and Mining Lands Management, 12(2), 7337–7351. https://doi.org/10.15243/jdmlm.2025.122.7337

Raja Ariffin, R. N., Sawon, S., Abd Rahman, N. H., Hanafi, H., & Zahari, R. K. (2024). Contextualizing institutional capacity in water governance framework: A literature review. Water Policy, 26(1), 18–36. https://doi.org/10.2166/wp.2023.074

Saisana, M., Saltelli, A., & Tarantola, S. (2005). Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators. Journal of the Royal Statistical Society: Series A (Statistics in Society), 168(2), 307–323. https://doi.org/10.1111/j.1467-985X.2005.00350.x

Semiun, O. E. (2019). Identifikasi kerusakan dan rekomendasi perbaikan embung kecil di Kota Kupang, Provinsi Nusa Tenggara Timur. Jurnal Pengabdian Pada Masyarakat, 4(3), 341–352. https://doi.org/10.30653/002.201943.172

Suni, Y. P. K., Sujono, J., & Istiarto. (2023). Identifying potential sites for rainwater harvesting ponds (embung) in Indonesia's semi-arid region using GIS-based MCA techniques and satellite rainfall data. PLoS ONE, 18(6), e0286061. https://doi.org/10.1371/journal.pone.0286061

Umukiza, E., Abagale, F. K., & Adongo, T. A. (2023). A review on significance and failure causes of small-scale irrigation dams in arid and semi-arid lands. Journal of Infrastructure Planning and Engineering, 2(2), 1–9. https://doi.org/10.22225/jipe.2.2.2023.1-9

Wadu, J., Raga Lay, M., Toda, H., Rihi, D. W., & Nifu, Y. I. (2023). Water governance analysis in the development of embung for water supply security for agriculture (Study in Sabu Raijua District, NTT Province). Journal of Social Research, 2(10), 3613–3627. https://doi.org/10.55324/josr.v2i10.1437

Author Biographies

Sessito Vincentius Sapay, University of Brawijaya

Author Origin : Indonesia

Pitojo Tri Juwono, University of Brawijaya

Author Origin : Indonesia

M. Amar Sajali, University of Brawijaya

Author Origin : Indonesia

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How to Cite

Sapay, S. V., Juwono, P. T., & Sajali, M. A. (2026). Diagnostic Assessment of Small Dam Performance Using a Hierarchical Composite Index: Limiting Indicators and Robustness Analysis in Semi-Arid Area. Jurnal Penelitian Pendidikan IPA, 12(5), 54–65. https://doi.org/10.29303/jppipa.v12i5.14717