Statistical analysis and applied mathematical to determine the sustainable risk in water supply and sanitation, Costa Rica
DOI:
https://doi.org/10.24850/j-tyca-14-04-09Keywords:
Risk index, generalized lineal model, logistic function, lineal function, sustainability, rural areasAbstract
This paper describes the procedure for the construction of the sustainability risk index in the provision of water and sanitation services (IRSSAS), in the Administrator Associations of Aqueduct and Communal Sewerage Systems (ASADAs) in Costa Rica. Statistical analysis and applied mathematics were used for the construction of this index. The IRSSAS conceptual framework considers the water resource management, environmental sanitation, environmental education, the socioeconomic development index and the impact of natural hazards on the territories where rural aqueducts are located. With the use of statistical analysis and applied mathematics, a generalized linear model was validated to normalize the variables, obtaining linear and logistic curves depending on the type of data. The IRSSAS was calculated on a sample of 77 aqueducts in the provinces of Puntarenas and Guanacaste, subsequently, it was validated in a sample of 21 ASADAs in the province of Cartago. Risk index was adjusted by comparing the results obtained by the mathematical equations compared with the real values found in the field, with the coincidence of the IRSSAS being at 95%. Five levels of risk in the sustainability of the service were categorized; 75% of the ASADAs analyzed were classified with risk values between very high, high and medium. IRSSAS could be used by government institutions, ASADAs or academia for investment planning and continuous management improvement.
References
Andrade-de-Costa, D., Soares-de-Azevedo, J. P., Dos-Santos, M. A., & Dos-Santos-Facchetti-Vinhaes-Assumpção, R. (2020). Water quality assessment based on multivariate statistics and water quality index of a strategic river in the Brazilian Atlantic forest. Scientific Reports, 10(1) DOI: 10.1038/s41598-020-78563-0
Balkema, A. J., Preisig, H. A., Otterpohl, R., & Lambert, F. J. D. (2002). Indicators for the sustainability assessment of wastewater treatment systems. Urban Water, 4(2), 153-161. Recuperado de https://doi.org/10.1016/S1462-0758(02)00014-6
Baltodano-Obando, D. (2017). Herramienta para la mejora de la gestión físico-sanitaria de 10 ASADAS de la región Pacífico Central de Costa Rica (tesis de Licenciatura en Tecnologías Limpias). Universidad Nacional, Heredia, Costa Rica. Recuperado de https://repositorio.una.ac.cr/handle/11056/13659?show=full
Bolaños-Alfaro, J. D., Cordero-Castro, G., & Segura-Araya, G. (2017). Determinación de nitritos, nitratos, sulfatos y fosfatos en agua potable como indicadores de contaminación ocasionada por el hombre, en dos cantones de Alajuela (Costa Rica). Revista Tecnología en Marcha, 30(4), 15-27. Recuperado de https://dx.doi.org/10.18845/tm.v30i4.3408
Carter, R. C., Tyrrel, S. F., & Howsam, P. (1999). The impact and sustainability of community water supply and sanitation programmes in developing countries. Water and Environment Journal, 13, 292-296. Recuperado de https://doi.org/10.1111/j.1747-6593.1999.tb01050.x
Dickin, S., Bisung, E., Nansi, J., & Charles, K. (2021). Empowerment in water, sanitation and hygiene index. World Development, 137. DOI: 10.1016/j.worlddev.2020.105158
González-Pérez, M. F., & Jiménez, F. (2013). Gestión del agua para consumo humano de las asociaciones administradores de acueductos y alcantarillados (ASADAS) de Buenos Aires y Suerre, Área de conservación de Tortuguero, Costa Rica. Aqua-LAC, 5(1), 1-21.
Hoekstra, A., & Chapagain, A. (2007). Water footprints of nations: Water use by people as a function of their consumption pattern. Water Resources Management, 21, 35-48. Recuperado de https://doi.org/10.1007/978-1-4020-5591-1_3
Instituto Costarricense de Acueductos y Alcantarillados. (2016). Política nacional de agua potable de Costa Rica 2017-2030. San José, Costa Rica: Comisión Interinstitucional. Recuperado de http://www.aya.go.cr
McConville, J., & Mihelcic, J. (2007). Adapting life-cycle thinking tools to evaluate project sustainability in international water and sanitation development work. Environmental Engineering Science, 24(7), 937-948. Recuperado de http://doi.org/10.1089/ees.2006.0225
Navarro-Garro, A., Araya-Rodríguez, F., Pérez-Murillo, D. F., Moreira-Segura, C., & Estrada-Ugalde, M. (2013). Vulnerabilidad de los sistemas de acueductos rurales: cómo identificarla. Revista Tecnología en Marcha, 26(3), 62-73. Recuperado de https://doi.org/10.18845/tm.v26i3.1518
Niemeijer, D., & De-Groot, R. (2008). A conceptual framework for selecting environmental indicator sets. Ecological Indicators, 8, 14-25.
ODS, Objetivos de Desarrollo Sostenible. (2015). Objetivos y metas desarrollo sostenible agenda 2030, Naciones Unidas. Recuperado de https://www.un.org/sustainabledevelopment/es/objetivos-de-desarrollo-sostenible/
Pino-Gomez, M., Soto-Córdoba, S., & Gaviria-Montoya, L. (2021). Construcción del índice de riesgo para determinar la sostenibilidad del servicio de agua y saneamiento (IRSSAS) en distritos rurales de Costa Rica atendidos por ASADAs. Tecnología en Marcha, 34(3). DOI: https://doi.org/10.18845/tm.v34i3.5198
PNUD, Programa de las Naciones Unidas para el Desarrollo. (2019). Guía de trabajo para las ASADAs, enfoque de cuenca. Recuperado de https://www.cr.undp.org/content/costarica/es/home/library/Masculinidadesytendenciasdelictivas1.html
Quiroga, M. R. (2009). Guía metodológica para desarrollar indicadores ambientales y de desarrollo sostenible en países de América Latina y el Caribe, CEPAL, Santiago de Chile. Recuperado de https://www.cepal.org/sites/default/files/courses/files/8_manual-61-cepal_formatoserie_color.pdf
Rees, W., & Wackernagel, M. (1996). Urban ecological footprints: Why cities cannot be sustainable—And why they are a key to sustainability. Environmental Impact Assessment Review, 16(4-6), 223-248. Recuperado de https://doi.org/10.1016/S0195-9255(96)00022-4
Romanelli, A., & Massone, H. (2016). Desarrollo de indicadores ambientales e índice de calidad de lagos someros pampeanos de Argentina con alta intervención antrópica. Tecnología y ciencias del agua, 7(6), 123-137. Recuperado de http://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S2007-24222016000600123&lng=es&tlng=es
Soto-Córdoba, S. M., Gaviria-Montoya, L., & Pino-Gómez, M. (2019). Estudio de caso: disposición de las aguas residuales domésticas en zonas rurales de costa rica. Ambiente & Sociedad, 22, e01562. Epub August 26, 2019. Recuperado de https://doi.org/10.1590/1809-4422asoc20170156r2vu2019l2ao
Soto-Córdoba, S. M., Gaviria-Montoya, L., & Pino-Gómez, M. (2016a). Situación de la gestión del agua potable en las zonas rurales de la provincia de Cartago, Costa Rica. Revista Tecnología en Marcha, 29(8), 67-76. Recuperado de https://doi.org/10.18845/tm.v29i8.2986
Soto-Córdoba, S. M., Pino-Gómez, M., & Gaviria-Montoya, L. (2016b). Build up a database to determine the management of drinking water in the Province of Cartago, Costa Rica. Journal of Water, Sanitation and Hygiene for Development, 6(4), 584-592. DOI: https://doi.org/10.2166/washdev.2016.092
Suárez-Serrano, A., Baldioceda-Garro, Á., Durán-Sanabria, G., Rojas-Conejo, J., Rojas-Cantillano, D., & Guillén-Watson, A. (2019). Seguridad hídrica: gestión del agua en comunidades rurales del Pacífico Norte de Costa Rica. Revista de Ciencias Ambientales, 53(2), 25-46. Recuperado de https://dx.doi.org/10.15359/rca.53-2.2
UN, United Nations. (1984). A framework for the development of environmental statistic (Statistical Papers Series # 78). New York: United Nations. Recuperado de http://unstats.un.org/unsd/publication/SeriesM/SeriesM_78e.pdf.
Vázquez-Valencia, R. A, & García-Almada, R M. (2018). Indicadores PER y FPEIR para el análisis de la sustentabilidad en el municipio de Cihuatlán, Jalisco, México. Nóesis. Revista de Ciencias Sociales y Humanidades, 27(53-1), 1-26. Recuperado de https://doi.org/10.20983/noesis.2018.3.1
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Tecnología y ciencias del agua

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
By Instituto Mexicano de Tecnología del Agua is distributed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Based on a work at https://www.revistatyca.org.mx/. Permissions beyond what is covered by this license can be found in Editorial Policy.