Mathematical Formulation of River Quality Index Based on Awareness of River Pollution

Authors

  • Puspa Liza Ghazali Faculty of Business and Management, Sultan Zainal Abidin University, 21300 Kuala Nerus, Terengganu, Malaysia https://orcid.org/0000-0002-4039-1865
  • Siti Nadhirah Mohamad Fauzi Faculty of Business, Economics and Social Development, University of Malaysia Terengganu, 21030 Kuala Nerus, Terengganu, Malaysia https://orcid.org/0000-0001-9185-6530
  • Aze Fauziah Suib Mathematics Department, Institute of Teacher Education Technical Education Campus, 71760 Nilai, Sembilan, Malaysia
  • Farah Amalina Md Nawi Faculty of Business and Management, Sultan Zainal Abidin University, 21300 Kuala Nerus, Terengganu, Malaysia
  • Sharifah Arni Syed Jaaffar Faculty of Business and Management, Sultan Zainal Abidin University, 21300 Kuala Nerus, Terengganu, Malaysia
  • Eni Noreni Mohamad Zain Faculty of Entrepreneurship and Business, University of Malaysia Kelantan, 16100 Kota Bharu, Kelantan, Malaysia https://orcid.org/0000-0001-8871-1285
  • Hamidah Che Abdul Hamid Kelantan State Education Department, Bandar Baru Tunjong, 16010 Kota Bharu, Kelantan, Malaysia
  • Hafizan Juahir Faculty of Bioresources & Food Industry, Sultan Zainal Abidin University (Tembila campus), 22200 Besut, Terengganu, Malaysia
  • Sukono Department of Mathematics, Faculty of Mathematics and Natural Sciences, Padjadjaran University, Sumedang, Jawa Barat 45363, Indonesia

DOI:

https://doi.org/10.37256/cm.6520256390

Keywords:

awareness, ATLAS.ti, composite index, mathematical formulation, qualitative approach

Abstract

A river is an environmental commodity that is essential for the preservation and advancement of a country. Malaysia, however, has witnessed a decrease in the quality of these natural resources since the beginning of time. Therefore, awareness of activities contributing to river pollution is crucial among people, especially those around the riverside. The main purpose of this paper is to develop a mathematical formulation of river quality index based on awareness of river pollution. Thus, this paper identified human activities related to river pollution by interviewing experts and local residents near the riverside in Terengganu and Kelantan. The data collected were analyzed using a thematic analysis procedure in ATLAS.ti. Then, these findings are used to develop a mathematical formulation of a river quality index using basic composite index and human activity parameters found in this study. It is found that eleven activities contribute to negative impact of water river quality: Poor Drainage System, Livestock Farming, Illegal Dumping, Discharge of Untreated Waste, Agricultural Runoff, Attitude, Self-Awareness, Urbanization, Ship Traffic, Sand Mining Activity and Role of Government. Additionally, the weightings for each factor are evaluated and used to develop a mathematical formula based on river pollution awareness. This mathematical formulation can be used as a measurement tool for early detection of pollution sources.

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Published

2025-09-16