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Acosta-Astaiza CP, Leyton-Luna J. Environmental health models: A literature review. Hacia Promoc. Salud [Internet]. 2025 Jan. 1 [cited 2025 Nov. 8];30(1):21-3. Available from: https://revistasojs.ucaldas.edu.co/index.php/hacialapromociondelasalud/article/view/11091
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Authors
Claudia Patricia Acosta-Astaiza
Universidad del Cauca
Javier Leyton-Luna
Universidad del CaucaAbstract
Colombia and Latin America show limited implementation of environmental health projects; furthermore, the literature reveals few models of approach, conceptual frameworks, or reference guidelines to support their development. Therefore, it is necessary to contribute to the construction of general models for addressing environmental health, which may serve as the foundation for future research and practical applications. A systematic review was conducted in Scopus, Science Direct, IEEE Xplore, and Google Scholar using the search terms “Environmental health model” or “Environmental quality model” and “Framework” or “Indicators” or “Government” or “Information system”. Only documents, reports, and articles describing models, guidelines, or conceptual frameworks for addressing environmental health were included. In total, 24 studies were selected and analyzed. The review identified three main elements for the development of environmental health projects. First, guidelines provide a set of steps and phases to implement such projects, based on previous experiences. Second, the context of analysis determines the scope and focus of the model or strategy. Third, the indicators to be used offer a quantitative means of evaluation. The selection of appropriate indicators for a given assessment depends on various factors, such as country, population, topography, and type of community. No general model or universally applicable set of indicators was identified; rather, indicator selection is context-dependent and varies
according to the characteristics of the study area or region. This highlights the need for adaptable frameworks and the importance of integrating diverse data sources to support informed decision-making in environmental health.
References
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2. Fuller R, Landrigan PJ, Balakrishnan K, Bathan G, Bose-O’Reilly S, Brauer M, et al. Pollution and health: a progress update. Lancet Planet Health [Internet]. 2022 [cited 2025 Jun 30];6(6):e535-e547. Available from: https://doi.org/10.1016/S2542-5196(22)00090-0
3. García-Ubaque CA, García-Ubaque JC, Vaca-Bohórquez ML. Environmental health: the evolution of Colombia’s current regulatory framework. Rev Salud Publica (Bogota) [Internet]. 2013 [cited 2025 Jun 30];15(1):56-65. Available from: https://doi.org/10.15446/rsap.v15n1.32216
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9. Comess S, Akbay A, Vasiliou M, Hines RN, Joppa L, Vasiliou V, et al. Bringing big data to bear in environmental public health: challenges and recommendations. Front Artif Intell [Internet]. 2020 May 15 [cited 2025 Jun 28];3:478444. Available from:https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2020.00031/full
10. Escobar L. Indicadores sintéticos de calidad ambiental: un modelo general para grandes zonas urbanas. Eure (Santiago) [Internet]. 2006 [cited 2025 Jun 28];32(96):73-98. Available from: https://doi.org/10.4067/S0250-71612006000200005
11. Price J, editor. The power of PACE EH [Internet]. Florida (USA): Department of Health; 2010 [cited 2025 Jun 28]. Available from: https://www.floridahealth.gov/environmental-health/pace-eh/_documents/power-of-pace2021.pdf
12. Hubbard B, Gelting R, Baffigo V, Sarisky J. Community environmental health assessment strengthens environmental public health services in the Peruvian Amazon. Int J Hyg Environ Health [Internet]. 2005 [cited 2025 Jun 28];208(1-2):101-7.Available from: https://doi.org/10.1016/j.ijheh.2005.01.010
13. Liu AY, Trtanj JM, Lipp EK, Balbus JM. Toward an integrated system of climate change and human health indicators: a conceptual framework. Clim Change [Internet]. 2021 [cited 2025 Jun 28];166(3-4):49. Available from: https://link.springer.com/article/10.1007/s10584-021-03125-w
14. Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ [Internet]. 2021 [cited 2025 Jun 28];372:n71. Available from: https://doi.org/10.1136/bmj.n71
15. Page MJ, Moher D, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, et al. PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews. BMJ [Internet]. 2021 [cited 2025 Jun 28];372:n160.Available from: https://doi.org/10.1136/bmj.n160
16. Gurjar BR, Molina LT, Ojha CSP. Air pollution: health and environmental impacts. Boca Raton (FL): CRC Press; 2010,519 p.
17. World Health Organization. Development of environment and health indicators for European Union countries [Internet]. Copenhagen: World Health Organization Regional Office for Europe; 2007 [cited 2025 Jun 28]. Available from: https://ec.europa.eu/health/ph_projects/2002/monitoring/fp_monitoring_2002_a1_frep_01_en.pdf
18. Schütz G, Hacon S, Silva H, Moreno Sánchez AR, Nagatani K. Application of key frameworks to an indicator-based evaluation of environmental health in Latin America and the Caribbean. Rev Panam Salud Publica [Internet]. 2008 [cited 2025 Jun 28];24(4):276-85. Available from: https://pubmed.ncbi.nlm.nih.gov/19133177/
19. Corvalán CF, Kjellström T, Smith KR. Health, environment and sustainable development: identifying links and indicators to promote action. Epidemiology [Internet]. 1999 [cited 2025 Jun 28];10(5):656-60. Available from: https://doi.org/10.1097/00001648-199909000-00036
20. World Health Organization. Environment, Climate Change and Health [Internet]. 1999 [cited 2025 Jun 28]. Available from: https://www.who.int/phe/en/
21. Li L, Xu L, Jeng HA, Naik D, Allen T, Frontini M. Creation of environmental health information system for public health service: a pilot study. Inf Syst Front [Internet]. 2008 [cited 2025 Jun 28];10(5):531-42. Available from: https://doi.org/10.1007/s10796-008-9108-1
22. Tascomi. Public Protection Software England & Wales: Tascomi [Internet]. 2018. Available from: https://www.idoxgroup.com/ solutions/public-protection/
23. Wang Y, Gulliver J, McHugh C. Modeling the health impacts of air pollution exposures in London within the GENESIS system. In: 2011 International Symposium on Water Resource and Environmental Protection (ISWREP) [Internet]. Xian, China: IEEE; 2011 [cited 2025 Jun 28]. p. 2341-4. Available from: https://doi.org/10.1109/ISWREP.2011.5893737
24. Rubio JDJ, Hernández-Aguilar JA, Ávila-Camacho FJ, Stein-Carrillo JM, Meléndez-Ramírez A. Sensor System Based in Neural Networks for the Environmental Monitoring [Internet]. Ing Investig Tecnol. 2016 [cited 2025 Jun 28];XVII(2):12. Available from: https://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S1405-77432016000200211
25. Keller PE, Kouzes RT, Kangas LJ. Three neural network based, sensor systems for environmental monitoring. In: Electro International, Conference Proceedings.1994;pp. 377-82.
26. Bilal M, Oyedele LO, Qadir J, Munir K, Ajayi SO, Akinade OO, et al. Big Data in the construction industry: a review of present status, opportunities, and future trends [Internet]. Advanced Engineering Informatics. 2016 [cited 2025 Jun 28];30(3):500-21.Available from: https://doi.org/10.1016/j.aei.2016.07.001
27. Likens GE, Bormann FH, Pierce RS, Eaton JS, Johnson NM, Pierce RS. Biogeochemistry of a forested ecosystem. 1st ed. New York: Springer-Verlag; 1977.
28. Wiemann S, Brauner J, Karrasch P, Henzen D, Bernard L. Design and prototype of an interoperable online air quality information system. Environ Model Softw [Internet]. 2016 [cited 2025 Jun 28];79:354–66. Available from: https://doi.org/10.1016/j.envsoft.2015.10.028
29. Puente Burgos CA, Rodríguez García J, Polo Alvarado B, García C. Evaluación ambiental estratégica (EAE) para la formulación de política en materia de salud ambiental para Colombia, con énfasis en contaminación atmosférica en centros urbanos. Bogotá: [editor no especificado]; 2008. (Documento Técnico ASS/1487B).
30. Renalds A, Smith TH, Hale PJ. A systematic review of built environment and health. Fam Community Health [Internet]. 2010 [cited 2025 Jun 28];33(1):68-78. Available from: https://doi.org/10.1097/FCH.0b013e3181c4e2e5
31. World Health Organization. Panorama de la santé en Belgique 2004 [Internet]. 2006 [cited 2025 Jun 28]. Available from: https://iris.who.int/handle/10665/107772
32. Wcislo E, Dutkiewicz T, Konczalik J. Indicator-based assessment of environmental hazards and health effects in the industrial cities of upper Silesia, Poland. Environ Health Perspect [Internet]. 2002 Nov 1 [cited 2025 Jun 28];110(11):1133-40. Available from: https://doi.org/10.1289/ehp.021101133
33. Satapathy S, Panda CR. Source identification, environmental risk assessment and human health risks associated with toxic elements present in a coastal industrial environment, India. Environ Geochem Health [Internet]. 2018 Dec 1 [cited 2025 Jun 28];40(6):2243-57. Available from: https://link.springer.com/article/10.1007/s10653-018-0095-y
34. Saha N, Rahman MS, Ahmed MB, Zhou JL, Ngo HH, Guo W. Industrial metal pollution in water and probabilistic assessment of human health risk. J Environ Manage [Internet]. 2017 Jan 1 [cited 2025 Jun 28];185:70-8. Available from: https://doi.org/10.1016/j.jenvman.2016.10.023
35. Wu X, Bu X, Dong S, Ma Y, Ma Y, Ma Y, et al. The impact of restoration and protection based on Sustainable Development Goals on urban wetland health: a case of Yinchuan Plain urban wetland ecosystem, Ningxia, China. Sustainability [Internet].2023 Aug 11 [cited 2025 Jun 28];15(16):12287. Available from: https://www.mdpi.com/2071-1050/15/16/12287/htm
36. Price J. The Power of PACE-EH [Internet]. Florida Department of Health; 2021 [cited 2025 Jun 28]; (powerpoint). Available from: https://www.floridahealth.gov/environmental-health/pace-eh/_documents/power-of-pace2021.pdf
37. Cookson J, Royall A, Diab R, Binede M. NOX and VOC measurements and health risk assessment in an informal settlement in Durban [Internet]. Clean Air J. 2007 Jun 3 [cited 2025 Jun 28];16(1):1-6. Available from: https://doi.org/10.17159/caj/2007/16/1.7162
38. Zhao C, Zhang Y, Niu T, Ayana MT. Environmental health risk evaluation model for coastal chemical industry. J Healthc Eng [Internet]. 2021 Jan 1 [cited 2025 Jun 28];2021(1):6896929. Available from: https://doi.org/10.1155/2021/6896929
39. Milando CW, Yitshak-Sade M, Zanobetti A, Levy JI, Laden F, Fabian MP. Modeling the impact of exposure reductions using multi-stressor epidemiology, exposure models, and synthetic microdata: an application to birthweight in two environmental justice communities. J Expo Sci Environ Epidemiol [Internet]. 2021 May 1 [cited 2025 Jun 28];31(3):442-53. Available from: https://www.nature.com/articles/s41370-021-00318-4
40. Caudeville J, Regrain C, Tognet F, Bonnard R, Guedda M, Brochot C, et al. Characterizing environmental inequalities using integrated exposure assessment and spatial approach [Internet]. 2020 Nov 12 [cited 2025 Jun 28]. Available from: https://ehjournal.biomedcentral.com/articles/10.1186/s12940-021-00736-9
41. Ioannidou D, Malherbe L, Beauchamp M, Saby NPA, Bonnard R, Caudeville J. Characterization of environmental health inequalities due to polyaromatic hydrocarbon exposure in France. Int J Environ Res Public Health [Internet]. 2018 Nov 28 [cited 2025 Jun 28];15(12):2680. Available from: https://www.mdpi.com/1660-4601/15/12/2680
42. Rojas A, Molina-Orjuela D, Peña-Rodríguez L, Hernández-Quirama A, Rojas-Betancur M, Amaya-Castellanos C, et al. Contrary perceptions of environmental health and the governance of the Bucaramanga Metropolitan Area, Colombia. Int J Environ Res Public Health [Internet]. 2023 Oct 1 [cited 2025 Jun 28];20(19):6838. Available from: https://pmc.ncbi.nlm.nih.gov/articles/PMC10572754/
