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Relationship between meteorological variables and pneumonia in children in the Metropolitan Region of Porto Alegre, Brazil

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Abstract

This work aims to analyze the relationship between meteorological conditions and the occurrence of hospital admissions for pneumonia in children under 5 years of age in the Metropolitan Region of Porto Alegre, Brazil, from 1998 to 2017. To this end, data from hospital admissions obtained from the Unified Health System database (DATASUS) were used and classified into two groups: acute respiratory infections (ARI) and asthma, according to the international classification of diseases, tenth edition (ICD-10). Data regarding meteorological variables were also used: temperature, relative humidity, atmospheric pressure and wind speed, at 12Z and 18Z, as well as the Thermal Comfort Index (TCI), Effective Temperature as a function of the wind (ETw) and Windchill (W). From the data obtained, a descriptive analysis of the diseases and a statistical analysis with the analysis of correlation and main components were performed. Results showed that pneumonia (catalogued in the ICD-10 as J12 to J18) was the main cause of hospitalizations in children. The annual, monthly and daily hospitalization frequency distributions showed higher rates of admissions occurring in the months of May to September. The peaks of admissions and high admissions (HA) occurred mainly in the winter months (June, July and August), and in 1998. Meanwhile, the correlation and principal component analysis showed an increase in hospital admissions due to pneumonia related to a decrease in temperature and ETw and W indices (negative anomalies) and an increase in atmospheric pressure and relative humidity (positive anomalies).

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References

  • Andrade, K. M. Climatologia e Comportamento dos Sistemas Frontais sobre a América do Sul (2005) 185 Dissertação (Mestrado em Meteorologia) - Instituto Nacional de Pesquisas Espaciais, São José dos Campos

  • Ashrae (1985) Fundamentals American Society of Heating, Refrigerating and air conditioning Engineers. Atlanta, GA, USA

  • Azevedo JM, Gonçalves FL, de Fátima Andrade M (2011) Long-range ozone transport and its impact on respiratory and cardiovascular health in the north of Portugal. Int J Biometeorol 55(2):187–202

    Article  Google Scholar 

  • Botelho C, Correia AL, Da Silva AM, Macedo AG, Da Silva CO (2003) Environmental factors and hospitalization of under-five children with acute respiratory infection. Cad Saude Publica 19(6):1771–1780

    Article  Google Scholar 

  • Braun S (2003) Influências meteorotrópicas nas doenças cardiovasculares na cidade de São Paulo Tesis of Master Sciense Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Universidade de São Paulo. São Paulo

    Google Scholar 

  • Burnett R, Chen H, Szyszkowicz M, Fann N, Hubbell B, Pope CA, Apte JS, Brauer M, Cohen A, Weichenthal S, Coggins J, Di Q, Brunekreef B, Frostad J, Lim SS, Kan H, Walker KD, Thurston GD, Hayes RB, Spadaro JV (2018) – Global estimates of mortality associated with long-term exposure to outdoor fine particulate matter. Proc Natl Acad Sci 115(38):9592–9597

    Article  CAS  Google Scholar 

  • Cardoso MRA (2007) Micro-clima nos domicílios e doenças sibilantes na cidade de São Paulo. Tese de Livre Docência, FSP-USP

    Google Scholar 

  • Çevik BA, Özcan Ş, Satman İ (2015) Reducing the modifiable risks of cardiovascular disease in Turkish patients with type 2 diabetes: the effectiveness of training. Clin Nurs Res 24:299–317

    Article  Google Scholar 

  • Coelho MSSZ (2007) Uma análise estatística com vistas à previsibilidade de doenças respiratórias em função das condições meteorotrópicas na cidade de São Paulo 2007. Tese de doutorado, IAG-USP

  • Da Silva IR, Nedel AS, Marques JRQ, Nolasco Júnior LR (2019) Excess of children’s outpatient consultations due to asthma and bronchitis and the association between meteorological variables in Canoas City, Southern Brazil. Int J Biometeorol 63:1517–1524. https://doi.org/10.1007/s00484-018-1650-z

    Article  Google Scholar 

  • Datasus (2019). Departamento de Informática do Sistema Único de Saúde. Avaliable in: https://datasus.saude.gov.br/acesso-a-informacao. Accessed: 01 june 2022

  • Diniz FR, Gonçalves FLT, Sheridan S (2020) Heat wave and elderly mortality: historical analysis and future projection for metropolitan region of São Paulo. Brazil Atmosphere 11(9):933

    Article  Google Scholar 

  • Fanger PO (1972) Thermal comfort: analysis and applications in environmental engineering. McGraw-Hill, New York, USA

    Google Scholar 

  • Givoni B, Noguchi M, Saroni H, Yaacov Y, Feller N, Becker S (2003) Outdoor comfort research issues. Energy and Buildings 35(1):77–86

    Article  Google Scholar 

  • Hondula DM, Davis RE, Knight DB et al (2013) A respiratory alert model for the Shenandoah Valley, Virginia, USA. Int J Biometeorol 57:91–105

    Article  Google Scholar 

  • Jamason PF, Kalktein LS, Gergen PJ (1997) A sinoptical evaluation of asthma hospital admission in New York City. Americal Journal Critical Care Medicine 156(6):1781–1788

    Article  CAS  Google Scholar 

  • Jasinzki R, Pereira LAA, Braga ALF (2011) Poluição atmosférica e internações hospitalares por doenças respiratórias em crianças e adolescentes de Cubatão, São Paulo, Brasil, entre 1997 e 2004. Cadernos de Saúde Pública 27(11):2242–2252

  • Koeppen, W (1948) Climatologia: Con un estudio de los climas de la tierra. Mexico: Fondo de Cultura Economica, 3.ed. 478

  • Krüger EL, Gobo JPA, Nedel AS et al (2022) A first approach to human biometeorology research in Brazil: a systematic review and meta-analysis. Int J Biometeorology 66:1297–1315

    Article  Google Scholar 

  • Lecha LB (1998) Biometeorological classification of daily weather types for the humid tropics. Int J Biometeorol 42:77–83

    Article  Google Scholar 

  • Lopes FN (2016) Associação entre condições meteorológicas de inverno e doenças respiratórias em crianças na cidade de Pelotas-RS. Dissertação (Mestrado em Meteorologia) – Faculdade de Meteorologia, Universidade Federal de Pelotas, Pelotas, p 73

  • McGregor GR (2001) The meteorological sensitivity of ischaemic heart disease mortality events in Birmingham, UK. Int J Biometeorol 45:133–142

  • Nedel AS (2008) Condições meteorológicas favoráveis à ocorrência de doenças respiratórias em crianças da cidade de São Paulo.195 PhD thesis. São Paulo University.

  • Nedel AS, Gonçalves FL, Cardoso MR, Oyola PT (2009) Evaluation of thermal simulation of households in the metropolitan region of São Paulo. Brazil Ecotoxicol 18(8):1143–1149 (Epub 2009 Jul 10 PMID: 19590951)

    Article  CAS  Google Scholar 

  • Nedel AS, Alonso MF, de Freitas RAP et al (2021) Analysis of indoor human thermal comfort in Pelotas municipality, extreme southern Brazil. Int J Biometeorol 65:419–428

    Article  Google Scholar 

  • Nimer E (1990) Clima. Geografia do Brasil: Região Sul. Rio de Janeiro: Instituto Brasileiro de Geografia e Estatística 2:151-187

  • Oliveira LL, Vianello RL, Ferreira NJ (2001) Meteorologia Fundamental. EDIFAPES. 432

  • PAHO, Pan American Health Organization (2019) Top ten causes of death worldwide. Disponível em: https://www.paho.org. Acesso em: 01 ago.

  • Piva JP, Garcia PCR, Santana JCB, Barreto SSM (1998) Insuficiência respiratória na criança. Jornal De Pediatria 74:99–112

    Article  Google Scholar 

  • Quadro MFL, Satyamurty P, Rodrigues TS, Herdies D et al (2021) Meteorological conditions and thermal comfort during the athletic events of the olympic games in Rio de Janeiro in 2016. An Acad Bras Cienc 93(1):e20191113

    Article  Google Scholar 

  • Schwerdtfeger W (1984) Weather and climate of the Antarctic. Developments in Atmospheric Sciences, 15. Amsterdam: Elsevier, p 261

  • Sobral HR (2005) Heat Island in Sao Paulo, Brazil: effects on health. Crit Public Health 15(2):147–156

    Article  Google Scholar 

  • Suping Z, Guanglin M, Yanwen W, Ji L (1992) Study of the Relationships Between Weather Conditions and the Marathon Race, and of Meteorotropic Effects on Distance Runners. Int J Biometeorol 36(2):63–68

    Article  Google Scholar 

  • Vohra K, Vodonos A, Schwartz J, Marais EA, Sulprizio MP, Mickley LJ (2021) – Global mortality from outdoor fine particle pollution generated by fossil fuel combustion: results from GEOS-Chem. Environ Res 195:110754

    Article  CAS  Google Scholar 

  • Wu Q, He J, Zhang WY, Zhao KF, Jin J, Yu JL, Chen QQ, Hou S, Zhu M, Xu Z, Pan HF (2021). The contrasting relationships of relative humidity with influenza A and B in a humid subtropical region. Environ Sci Pollut Res Int. 36828–36836

  • Zhao Y, Huang Z, Wang S et al (2019) Morbidity burden of respiratory diseases attributable to ambient temperature: a case study in a subtropical city in China. Environ Health 18:89

    Article  Google Scholar 

Download references

Acknowledgements

The authors would like to thank the Coordination for the Improvement of Higher Education Personnel – Brazil (CAPES) for supporting this work, the National Institute of Meteorology (INMET) for providing meteorological data and the National Health System Database (DATASUS) of the Ministry of Health for the transfer of health-related data.

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Correspondence to Anderson Spohr Nedel.

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Nick, L.M., Nedel, A.S., Alonso, M.F. et al. Relationship between meteorological variables and pneumonia in children in the Metropolitan Region of Porto Alegre, Brazil. Int J Biometeorol 66, 2301–2308 (2022). https://doi.org/10.1007/s00484-022-02357-4

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