Forest Cover and Dengue in Costa Rica: Panel Data Analysis of the Effects of Forest Cover Change on Hospital Admissions and Outbreaks

Matías Piaggio, Marisol Guzman, Eduardo Pacay, Juan Robalino, Taylor Ricketts
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Abstract

Approximately 3.9 billion people are at risk of infection with dengue fever, a group of viruses transmitted by mosquitoes (Halstead in Annu Rev Entomol 53:273–291, 2008. https://doi.org/10.1146/annurev.ento.53.103106.0933262008; WHO in WHO | Dengue and severe dengue, Geneva, 2018). In 2019, Central America suffered a severe dengue epidemic (Salinas Maldonado in Un brote de dengue pone en alerta a Centroamérica | Sociedad | EL PAÍS, El País, 2019). Costa Rica witnessed an almost doubling of the number of dengue cases in the first 24 epidemiological weeks of 2019 compared to the same period in the previous year (Ávalos in Costa Rica casi duplica número de enfermos de dengue en lo que va del año, con respecto al 2018, La Nación, 2019). In the Americas, forest cover is thought to diminish anthropogenic habitats for mosquitoes while also increasing the presence of their predators (Vasilakis et al. in Nat Rev Microbiol 9:532–541, 2011. https://doi.org/10.1038/nrmicro2595; Weterings et al. in Basic Appl Ecol 15:486–495, 2014a. https://doi.org/10.1016/J.BAAE.2014.07.006). In this study, we estimate the marginal effects of increasing forest cover on dengue prevalence in Costa Rica using econometric models to relate hospital admission records to forest cover maps from 2001 and 2011. We find that increasing the percentage of forest cover significantly decreases both the number of hospital admissions for dengue and the probability of an outbreak. Using the same models, we predict that if forest cover had been increased by three percentage points during 10 years (0.29% per year), 29 dengue hospital admissions per year might have been avoided (around 1.4% of cases in the country, depending on the year). This represents average savings between USD 7230 and 82,207 per year, depending on the severity of the impact on individuals with dengue. Our study demonstrates that forest conservation can serve as a public health investment, enhancing social welfare by mitigating illness and reducing associated healthcare expenditures. Our results must be interpreted with caution, however, as the characteristics of our data prevent us from confirming that the estimated negative effect of forest cover on dengue represents a causal impact.

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哥斯达黎加的森林覆盖率与登革热:森林覆盖率变化对入院人数和疫情影响的面板数据分析
约有 39 亿人面临感染登革热的风险,登革热是由蚊子传播的一组病毒(Halstead in Annu Rev Entomol 53:273-291, 2008. https://doi.org/10.1146/annurev.ento.53.103106.0933262008;WHO in WHO | Dengue and severe dengue, Geneva, 2018)。2019 年,中美洲发生了严重的登革热疫情(Salinas Maldonado in Un brote de dengue pone en alerta a Centroamérica | Sociedad | EL PAÍS, El País, 2019)。哥斯达黎加在2019年前24个流行病学周内的登革热病例数几乎比上一年同期翻了一番(Ávalos in Costa Rica casi duplica número de enfermos de dengue en lo que va del año, con respecto al 2018, La Nación, 2019)。在美洲,森林覆盖被认为减少了蚊子的人为栖息地,同时也增加了蚊子捕食者的存在(Vasilakis 等人在 Nat Rev Microbiol 9:532-541, 2011. https://doi.org/10.1038/nrmicro2595; Weterings 等人在 Basic Appl Ecol 15:486-495, 2014a. https://doi.org/10.1016/J.BAAE.2014.07.006)。在本研究中,我们使用计量经济模型,将 2001 年和 2011 年的入院记录与森林覆盖图联系起来,估算了增加森林覆盖率对哥斯达黎加登革热发病率的边际效应。我们发现,森林覆盖率的增加会显著降低登革热入院人数和疫情爆发的概率。使用相同的模型,我们预测,如果森林覆盖率在 10 年间提高 3 个百分点(每年 0.29%),则每年可避免 29 例登革热住院病例(约占全国病例的 1.4%,视年份而定)。根据对登革热患者影响的严重程度,每年平均可节省 7230 到 82207 美元。我们的研究表明,森林保护可以作为一项公共卫生投资,通过减轻疾病和减少相关医疗支出来提高社会福利。但是,在解释我们的研究结果时必须谨慎,因为我们的数据特点使我们无法证实估计的森林覆盖率对登革热的负面影响是因果关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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