Mekanisme Transmisi Risiko Iklim dan Transisi Air Baku terhadap Rasio Operasi (BOPO) Perumda Air Minum Tirta Moedal Kota Semarang: Studi Kasus Eksplanatori Sekuensial Periode 2023–2024

Authors

  • Ady Setiawan Universitas Teknologi Surabaya

DOI:

https://doi.org/10.58344/locus.v5i8.6211

Keywords:

Rasio Operasi (BOPO), Risiko Iklim, Transisi Air Baku, Non-Revenue Water, Ketahanan Finansial BUMD

Abstract

Perubahan iklim secara sistemik mentransmisikan risiko fisik lingkungan menjadi kerentanan finansial bagi Badan Usaha Milik Daerah (BUMD) air minum di kawasan pesisir. Namun demikian, jalur transmisi risiko tersebut ke indikator efisiensi biaya mikro korporat jarang dipetakan secara eksplisit. Penelitian ini bertujuan menelusuri mekanisme kausal yang menghubungkan risiko iklim (kekeruhan ekstrem air baku di hulu dan penurunan muka tanah di hilir) serta kebijakan transisi ekologis sumber air baku—dari Air Bawah Tanah (ABT) ke air permukaan melalui skema Kerja Sama Pemerintah dan Badan Usaha (KPBU)—dengan pergerakan Rasio Operasi (Operating Ratio/BOPO) Perumda Air Minum Tirta Moedal Kota Semarang periode 2023–2024. Desain penelitian menggunakan studi kasus eksplanatori sekuensial (mixed-methods) tunggal dengan pendekatan mekanistik (causal process tracing) berbasis logika Bayesian guna menguji rigor internal rantai kausal, dilengkapi dekomposisi varians biaya akuntansi. Hasil menunjukkan BOPO naik dari 0,83 (2023) menjadi 0,84 (2024) karena beban operasional tumbuh 10,86%, melampaui pertumbuhan pendapatan operasional 10,20%. Faktor pendorong dominan adalah lonjakan beban pembelian air curah 21,97% (menjadi Rp120,70 miliar) akibat kebijakan transisi ekologis berskema take-or-pay, disusul kenaikan biaya bahan kimia 13,52% (menjadi Rp13,48 miliar) akibat volatilitas kekeruhan sungai 6.000–10.000 NTU, serta diperparah akumulasi kehilangan air (Non-Revenue Water/NRW) 44,64% yang dipicu kerusakan pipa struktural akibat amblesan pesisir. Kebaharuan penelitian terletak pada integrasi model akuntansi biaya mikro dengan risiko hidrologis makro. Rekomendasi strategis mencakup formulasi blended resilience financing dan restrukturisasi tarif Full Cost Recovery (FCR) berbasis mitigasi risiko iklim.

References

Abidin, H. Z., Andreas, H., Gumilar, I., Sidiq, T. P., & Fukuda, Y. (2013). Land subsidence in coastal city of Semarang (Indonesia): characteristics, impacts and causes. Geomatics, Natural Hazards and Risk, 4(3), 226–240.

Adiyanti, N. P., & Fathurrahman, R. (2021). Assessing critical success factors for PPP water project in Indonesia: Lessons from West Semarang. Policy & Governance Review, 5(2), 164–181.

Badan Pengawasan Keuangan dan Pembangunan (BPKP) Perwakilan Provinsi Jawa Tengah. (2024). Laporan evaluasi kinerja Perumda Air Minum Tirta Moedal Kota Semarang Tahun 2023 (No. PE.09.03/LHP-227/PW11/4.1/2024). Semarang: BPKP.

Badan Pengawasan Keuangan dan Pembangunan (BPKP) Perwakilan Provinsi Jawa Tengah. (2025). Laporan hasil evaluasi penyelenggaraan SPAM perpipaan perkotaan pada Perumda Air Minum Tirta Moedal Kota Semarang Tahun 2024 (No. PE.09.03/LHP-514/PW11/4.1/2025). Semarang: BPKP.

Beach, D., & Pedersen, R. B. (2019). Process-tracing methods: Foundations and guidelines (2nd ed.). Ann Arbor: University of Michigan Press.

Creswell, J. W., & Plano Clark, V. L. (2018). Designing and conducting mixed methods research (3rd ed.). Thousand Oaks: SAGE Publications.

Hurst, A. M., Edwards, M. J., Chipps, M., Jefferson, B., & Parsons, S. A. (2004). The impact of rainstorm events on coagulation and clarifier performance in potable water treatment. Science of the Total Environment, 321(1–3), 219–230. https://doi.org/10.1016/j.scitotenv.2003.08.016

Istichori, I. P. A. W., Wiguna, I. P. A., & Masduqi, A. (2018). Analisis penentuan tarif air minum PDAM Kabupaten Lamongan berdasarkan prinsip full cost recovery. Journal of Civil Engineering, 33(1), 10–19.

Kementerian Dalam Negeri Republik Indonesia. (2020). Peraturan Menteri Dalam Negeri Nomor 21 Tahun 2020 tentang Perubahan atas Permendagri Nomor 71 Tahun 2016 tentang Perhitungan dan Penetapan Tarif Air Minum. Jakarta: Mendagri.

Kementerian Kesehatan Republik Indonesia. (2023). Peraturan Menteri Kesehatan Nomor 2 Tahun 2023 tentang Peraturan Pelaksanaan Peraturan Pemerintah Nomor 66 Tahun 2014 tentang Kesehatan Lingkungan. Jakarta: Kemenkes.

Linnenluecke, M. K. (2017). Resilience in business and management research: A review of influential publications and a research agenda. International Journal of Management Reviews, 19(1), 4–30. https://doi.org/10.1111/ijmr.12076

Lyle, Z. J., VanBriesen, J. M., & Samaras, C. (2026). Climate change risk index and municipal bond disclosures of United States drinking water utilities. Communications Earth & Environment, 7(1), 68. https://doi.org/10.1038/s43247-025-03044-z

Nanda, & Robialta. (2024). Analisis tingkat Non-Revenue Water (NRW) pada jaringan distribusi SPAM Pusat Perumda Air Minum Palangka Raya. Jurnal Teknik Sipil Giratory UPGRIS, 6(1).

Novianti, T. C., Armijon, Tridawati, A., & Samri, A. S. (2024). Analisis perubahan tutupan lahan tahun 2013–2022 di Kota Semarang menggunakan Google Earth Engine. Jurnal Ilmiah Tekno Global, 13(1), 21–27.

Perumda Air Minum Tirta Moedal Kota Semarang & Urban Water Catalyst Initiative. (2026). Laporan penilaian risiko iklim (Climate Risk Assessment) Perumda Air Minum Tirta Moedal Kota Semarang. Semarang: VEI Dutch Water Operator & Perumda Air Minum Tirta Moedal.

Purbo, R. K., Smith, C., & Bianchi, R. J. (2020). Local government and public–private partnerships: Experiencing multilevel governance issues in Indonesian water supply provision. International Journal of Water Resources Development, 36(1), 27–49. https://doi.org/10.1080/07900627.2019.1625754

Qiu, F., Lv, H., Zhao, X., & Zhao, D. (2019). Impact of an extreme winter storm event on the coagulation/flocculation processes in a prototype surface water treatment plant: Causes and mitigating measures. International Journal of Environmental Research and Public Health, 16(15), 2808. https://doi.org/10.3390/ijerph16152808

Samosir, M., Sitorus, E. T., & Nainggolan, R. P. (2023). Feasibility analysis of rates of PDAM South Halmahera district based on full cost recovery. AKURASI: Jurnal Riset Akuntansi dan Keuangan, 5(2).

Sharp, E. L., Parsons, S. A., & Jefferson, B. (2006). Seasonal variations in natural organic matter and its impact on coagulation in water treatment. Science of the Total Environment, 363(1–3), 183–194. https://doi.org/10.1016/j.scitotenv.2005.05.032

Task Force on Climate-related Financial Disclosures. (2017). Recommendations of the Task Force on Climate-related Financial Disclosures: Final report. Basel: Financial Stability Board.

Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z

U.S. Environmental Protection Agency. (2024). Climate change in the drinking water and wastewater sectors and the impact on financial resilience, insurability, and credit and investment quality (EPA 810R23003). Washington, DC: U.S. EPA.

World Bank. (2021). Planning for an uncertain future: Strengthening the resilience of Indonesian water utilities (Technical report). Washington, DC: World Bank Group.

World Bank. (2023). Indonesia: Support to national urban water supply (Report No. AUS0003418). Washington, DC: World Bank Group.

World Bank Group. (2025). Climate risk country profile: Indonesia. Washington, DC: World Bank.

Yin, R. K. (2018). Case study research and applications: Design and methods (6th ed.). Thousand Oaks: SAGE Publications.

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Published

2026-08-11