fc4e5ca3ce17ce075f29ccc22c486fcd ijenvrespubhea_a2021v18n7p3768.pdf ebc727ab510aaadf4810bc895723c28d7b3861b0 ijenvrespubhea_a2021v18n7p3768.pdf 08c605e2ea8b5719be703c4a0a37990c1958dadd16659cd3af3a864761ecc718 ijenvrespubhea_a2021v18n7p3768.pdf Title: Community Risk Factors in the COVID-19 Incidence and Mortality in Catalonia (Spain). A Population-Based Study Subject: The heterogenous distribution of both COVID-19 incidence and mortality in Catalonia (Spain) during the firsts moths of the pandemic suggests that differences in baseline risk factors across regions might play a relevant role in modulating the outcome of the pandemic. This paper investigates the associations between both COVID-19 incidence and mortality and air pollutant concentration levels, and screens the potential effect of the type of agri-food industry and the overall land use and cover (LULC) at area level. We used a main model with demographic, socioeconomic and comorbidity covariates highlighted in previous research as important predictors. This allowed us to take a glimpse of the independent effect of the explanatory variables when controlled for the main model covariates. Our findings are aligned with previous research showing that the baseline features of the regions in terms of general health status, pollutant concentration levels (here NO2 and PM10), type of agri-food industry, and type of land use and land cover have modulated the impact of COVID-19 at a regional scale. This study is among the first to explore the associations between COVID-19 and the type of agri-food industry and LULC data using a population-based approach. The results of this paper might serve as the basis to develop new research hypotheses using a more comprehensive approach, highlighting the inequalities of regions in terms of risk factors and their response to COVID-19, as well as fostering public policies towards more resilient and safer environments. Keywords: COVID-19; air pollutants; cardiovascular diseases; psychological disorders; cancer; agri-food industry; land use and land cover data Author: Quim Zaldo-Aubanell, Ferran Campillo i López, Albert Bach, Isabel Serra, Joan Olivet-Vila, Marc Saez, David Pino and Roser Maneja Creator: LaTeX with hyperref Producer: pdfTeX-1.40.21 CreationDate: Tue Apr 6 10:23:19 2021 CEST ModDate: Tue Apr 6 10:27:39 2021 CEST Custom Metadata: no Metadata Stream: no Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 20 Encrypted: no Page size: 595.276 x 841.89 pts (A4) Page rot: 0 File size: 1692062 bytes Optimized: no PDF version: 1.7 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- GUFXRM+VnURWPalladioL Type 1 Custom yes yes no 10 0 LEEXRH+URWPalladioL-Ital Type 1 Custom yes yes no 15 0 VTUJHV+URWPalladioL-Bold Type 1 Custom yes yes no 20 0 XJAJAH+URWPalladioL-Roma Type 1 Custom yes yes no 24 0 CTEPUN+CMSY10 Type 1 Builtin yes yes no 28 0 SOZKOC+VnURWPalladioL-Bold Type 1 Custom yes yes no 32 0 LWQXII+TimesNewRomanPS-BoldItalicMT Type 1C WinAnsi yes yes no 40 0 IRWHZX+TimesNewRomanPSMT Type 1C WinAnsi yes yes no 43 0 MCBCCI+SourceSansRoman-Regular Type 1C Custom yes yes no 65 0 MCBCCM+SourceSansRoman.613wght Type 1C Custom yes yes no 69 0 MCBCCO+SourceSansRoman-Bold Type 1C Custom yes yes no 73 0 OVNEXW+EURM10 Type 1 Builtin yes yes no 91 0 ZPGVCH+CMEX10 Type 1 Builtin yes yes no 101 0 YYXLYG+PazoMath-Italic Type 1 Builtin yes yes no 105 0 GIGFZE+CMR10 Type 1 Builtin yes yes no 109 0 QQXUPP+PazoMath Type 1 Builtin yes yes no 113 0 ASSBYR+URWPalladioL-BoldItal Type 1 Custom yes yes no 120 0 OONAOL+PalatinoLinotype,Bold TrueType WinAnsi yes yes no 140 0 OONAPN+PalatinoLinotype TrueType WinAnsi yes yes no 143 0 OONBAO+PalatinoLinotype,Italic TrueType WinAnsi yes yes no 146 0 OONAOL+PalatinoLinotype,Bold TrueType WinAnsi yes yes no 161 0 OONAPN+PalatinoLinotype TrueType WinAnsi yes yes no 164 0 OONBAO+PalatinoLinotype,Italic TrueType WinAnsi yes yes no 167 0 OONAOL+PalatinoLinotype,Bold TrueType WinAnsi yes yes no 181 0 OONAPN+PalatinoLinotype TrueType WinAnsi yes yes no 184 0 OONBAO+PalatinoLinotype,Italic TrueType WinAnsi yes yes no 187 0 SUEOXN+VnURWPalladioL-Italic Type 1 Custom yes yes no 210 0 Jhove (Rel. 1.28.0, 2023-05-18) Date: 2024-10-02 03:52:20 CEST RepresentationInformation: ijenvrespubhea_a2021v18n7p3768.pdf ReportingModule: PDF-hul, Rel. 1.12.4 (2023-03-16) LastModified: 2023-03-31 11:50:50 CEST Size: 1692062 Format: PDF Version: 1.7 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf PDFMetadata: Objects: 531 FreeObjects: 1 IncrementalUpdates: 0 DocumentCatalog: PageLayout: SinglePage PageMode: UseNone Outlines: Item: Title: Introduction Destination: section.1 Item: Title: Materials and Methods Destination: section.2 Children: Item: Title: COVID-19 Cases and Deaths Destination: subsection.2.1 Item: Title: Comorbidities Destination: subsection.2.2 Item: Title: Demographic and Socioeconomic Data Destination: subsection.2.3 Item: Title: Air Pollution Destination: subsection.2.4 Item: Title: Agri-Food Industry Destination: subsection.2.5 Item: Title: Land Use and Land Cover Data Destination: subsection.2.6 Item: Title: Statistical Analysis Destination: subsection.2.7 Item: Title: Results Destination: section.3 Item: Title: Discussion Destination: section.4 Children: Item: Title: Demographics Destination: subsection.4.1 Item: Title: Socioeconomics Destination: subsection.4.2 Item: Title: Comorbidities Destination: subsection.4.3 Item: Title: Air Pollution Destination: subsection.4.4 Item: Title: Forest, Meat, and Leather and Fur Industry Destination: subsection.4.5 Item: Title: Land Use and Cover Destination: subsection.4.6 Item: Title: Limitations Destination: subsection.4.7 Item: Title: Conclusions Destination: section.5 Item: Title: References Destination: section.5 Info: Title: Community Risk Factors in the COVID-19 Incidence and Mortality in Catalonia (Spain). A Population-Based Study Author: Quim Zaldo-Aubanell, Ferran Campillo i López, Albert Bach, Isabel Serra, Joan Olivet-Vila, Marc Saez, David Pino and Roser Maneja Subject: The heterogenous distribution of both COVID-19 incidence and mortality in Catalonia (Spain) during the firsts moths of the pandemic suggests that differences in baseline risk factors across regions might play a relevant role in modulating the outcome of the pandemic. This paper investigates the associations between both COVID-19 incidence and mortality and air pollutant concentration levels, and screens the potential effect of the type of agri-food industry and the overall land use and cover (LULC) at area level. We used a main model with demographic, socioeconomic and comorbidity covariates highlighted in previous research as important predictors. This allowed us to take a glimpse of the independent effect of the explanatory variables when controlled for the main model covariates. Our findings are aligned with previous research showing that the baseline features of the regions in terms of general health status, pollutant concentration levels (here NO2 and PM10), type of agri-food industry, and type of land use and land cover have modulated the impact of COVID-19 at a regional scale. This study is among the first to explore the associations between COVID-19 and the type of agri-food industry and LULC data using a population-based approach. The results of this paper might serve as the basis to develop new research hypotheses using a more comprehensive approach, highlighting the inequalities of regions in terms of risk factors and their response to COVID-19, as well as fostering public policies towards more resilient and safer environments. 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