An Integrated Performance Index for Decentralized Water Supply Systems: A Case Study of SiPAS in the Brantas River Basin
DOI:
10.29303/jppipa.v11i8.12137Published:
2025-08-25Downloads
Abstract
To develop and validate an Integrated Performance Index Model (IPIM) for evaluating Simple Water Supply Systems (SiPAS) in the Brantas River Basin, Indonesia. We surveyed, audited, and interviewed stakeholders at 31 SiPAS sites. Latent constructs were tested using SEM–PLS, and dimension weights were optimized with the Generalized Reduced Gradient method. The model explained system performance well (R² = 0.95) and showed high predictive reliability. The technical dimension exerted the strongest influence (72.10%), followed by managerial (26.70%) and social (15.10%) factors. The index differentiated low and high performing sites and was consistent with field audit findings. A companion mobile application enabled real time reporting and feedback to strengthen community participation. IPIM provides a concise, scalable framework for assessing decentralized water supply, prioritizing technical improvements while supporting managerial and social strengthening, and can inform investment and governance decisions for rural water services.
Keywords:
GRG optimization Performance index Rural water governance SEM-PLS SiPASReferences
Aigbavboa, C., Addo, L. Y., Ebekozien, A., Thwala, W. D., & Arthur-Aidoo, B. M. (2023). Appraising Institutional Management of Urban Water Supply in Ghana: The Role of the Stakeholders. Journal of Facilities Management, 23(2), 269–288. https://doi.org/10.1108/jfm-02-2023-0020
Bahri, S., Hartanto, P., Kusumadewi, A. A. A. D., Halimatusa’adiah, H., & Kahfi, B. A. (2023). Comparison of Pollution Level at Jangkok River Estuary and Ancar River Estuary Based on Periphyton Organisms as Bioindicators. Jurnal Penelitian Pendidikan IPA, 9(2), 986–990. https://doi.org/10.29303/jppipa.v9i2.3784
Bai, H., Tang, K., Zhao, X., & Yu, Z. (2021). Water Policy and Regional Economic Development: Evidence From Henan Province, China. Water Policy, 23(2), 397–416. https://doi.org/10.2166/wp.2021.167
Domínguez, I. C., Oviedo-Ocaña, E. R., Hurtado, K. M., Barón, A. G., & Hall, R. P. (2019). Assessing Sustainability in Rural Water Supply Systems in Developing Countries Using a Novel Tool Based on Multi-Criteria Analysis. Sustainability, 11(19), 5363. https://doi.org/10.3390/su11195363
Goharian, E., Burian, S. J., & Karamouz, M. (2018). Using Joint Probability Distribution of Reliability and Vulnerability to Develop a Water System Performance Index. Journal of Water Resources Planning and Management, 144(2), 04017081. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000869
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling ( PLS-SEM ) (2nd ed.). Sage.
Hidayat, M. M., & Andawayanti, U. (2024). Performance Index Model of Simple Waterworks System. IOP Conference Series: Earth and Environmental Science, 1311, 012042. https://doi.org/10.1088/1755-1315/1311/1/012042
Keawsriyong, T., Wipulanusart, W., Leelatanon, S., Suksuwan, N., Weekaew, J., Pham, Q. B., & Ditthakit, P. (2025). Optimizing Gravity-Fed Sewer Systems Using GRG and PGSL: A Path to Cost-Effective Design. Engineering, Technology & Applied Science Research, 15(3), 24087–24092. https://doi.org/10.48084/etasr.10228
Kępa, U. (2021). Use of the Hydraulic Model for the Operational Analysis of the Water Supply Network: A Case Study. Water, 13(3), 326. https://doi.org/10.3390/w13030326
Kong, D., Zhao, Y., Wang, R., Li, J., Li, J., & Ma, J. (2023). Inorganic Electrified Membrane: From Basic Science to Performance Translation. Acs Es&t Engineering, 3, Arc. e3c00173. https://doi.org/10.1021/acsestengg.3c00173
Kong, J., & Simonović, S. P. (2018). A Model of Interdependent Infrastructure System Resilience. International Journal of Safety and Security Engineering, 8(3), 377–389. https://doi.org/10.2495/safe-v8-n3-377-389
Lasdon, L. S., Waren, A. D., Jain, A., & Ratner, M. (1978). Design and Testing of a Generalized Reduced Gradient Code for Nonlinear Programming. ACM Transactions on Mathematical Software, 4(1), 34–50. https://doi.org/10.1145/355769.355773
Lawrencia, D. (2023). Critical Review of Household Water Treatment in Southeast Asian Countries. WIREs Water, 10(4), e1640. https://doi.org/10.1002/wat2.1640
Li, Z., Wang, H., Zhang, T., Zeng, Q., Xiang, J., Liu, Z., & Yang, R. (2023). Multi-Source Precipitation Data Merging for High-Resolution Daily Rainfall in Complex Terrain. Remote Sensing, 15(17), 4345. https://doi.org/10.3390/rs15174345
Maryati, S., Firman, T., Nisaa, A., & Humaira, S. (2022). A Sustainability Assessment of Decentralized Water Supply Systems in Bandung City, Indonesia. Utilities Policy, 76, 101373. https://doi.org/10.1016/j.jup.2022.101373
Melo, R. H., Alfin, E., & Niode, A. S. (2024). Water Quality River Estuary of Batang Hari, Musi Banyuasin District, the Province of South Sumatera. Jurnal Penelitian Pendidikan IPA, 10(5), 2860–2870. https://doi.org/10.29303/jppipa.v10i5.6223
Minh, H. V. T., Lien, B. T. B., Ngoc, D. T. H., Tỷ, T. V., Ngân, N. V. C., Cong, N. P., Downes, N. K., Meraj, G., & Kumar, P. (2024). Understanding Rainfall Distribution Characteristics Over the Vietnamese Mekong Delta: A Comparison between Coastal and Inland Localities. Atmosphere, 15(2), 217. https://doi.org/10.3390/atmos15020217
Mishra, A. K. (2019). Institutional Performance Assessment of Water Supply System. Saudi Journal of Business and Management Studies, 4(9), 698-707. https://doi.org/10.36348/sjbms.2019.v04i09.002
Montgomery, D. C., & Runger, G. C. (2018). Applied Statistics and Probability For Engineers (7th ed.). Wiley.
Mvongo, V. D., Defo, C., & Tchoffo, M. (2021). Indicator-Based Rural Water Service Sustainability Assessment: A Review. Water Supply, 21(7), 3267–3281. https://doi.org/10.2166/ws.2021.096
Nations, U. (2022). The United Nations World Water Development Report 2022: Groundwater: Making the Invisible Visible. UNESCO.
Pandey, V., Srivastava, P. K., Mall, R. K., Muñoz‐Arriola, F., & Han, D. (2020). Multi-Satellite Precipitation Products for Meteorological Drought Assessment and Forecasting in Central India. Geocarto International, 37(7), 1899-1918. https://doi.org/10.1080/10106049.2020.1801862
Ramayah, T., Cheah, J., Chuah, F., Ting, H., & Memon, M. A. (2018). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using SmartPLS 3.0: An Updated and Practical Guide to Statistical Analysis (2nd ed.). Pearson.
Santikanuri, A. M., Haribowo, R., & Wahyuni, S. (2025). Water Pollution Index and Microplastic Ecological Risk in the North Coastal Area of Situbondo. Jurnal Penelitian Pendidikan IPA, 11(4), 926–935. https://doi.org/10.29303/jppipa.v11i4.10990
Sukma, N., & Leelasantitham, A. (2022). A Community Sustainability Ecosystem Modeling for Water Supply Business in Thailand. Frontiers in Environmental Science, 10, 940955. https://doi.org/10.3389/fenvs.2022.940955
Supardiono, N., Rahayu, S., Isrowati, I., & Ernawati, N. (2023). Analysis of Water Quality in the Srigangga River Flow, Central Lombok. Jurnal Penelitian Pendidikan IPA, 9(SpecialIssue), 254–259. https://doi.org/10.29303/jppipa.v9iSpecialIssue.6394
Tesfay, A., Assefa, T., & Gebremariam, E. (2024). Analyzing Urban Water Metabolism of Adama City Using Water Mass Balance Method for Advancing Water-Sensitive Interventions. Frontiers in Water, 6, 1427788. https://doi.org/10.3389/frwa.2024.1427788
Tsegaye, S., Missimer, T. M., Kim, J. Y., & Hock, J. (2020). A Clustered, Decentralized Approach to Urban Water Management. Water, 12(1), 185. https://doi.org/10.3390/w12010185
Yuliara, I. M., Ratini, N. N., Baskoro, W. T., & Wibisana, H. (2025). Development of Total Suspended Solids (TSS) Algorithm Based on Visible Spectrum Reflectance of Sentinel-2 Imagery (Case: Suwung Estuary, Bali). Jurnal Penelitian Pendidikan IPA, 11(5), 1–9. https://doi.org/10.29303/jppipa.v11i5.11039
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Copyright (c) 2025 Ussy Andawayanti, Runi Asmaranto, Muhammad Amar Sajali, Ery Suhartanto, Mustafa Mukti Hidayat, Rizki Tri Utami

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