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Destination: mk:title Children: Item: Title: 1 1 Introduction Destination: mk:H1_1 Item: Title: 2 Materials and methods Destination: mk:H1_2 Children: Item: Title: 2.1 Study design and data collection Destination: mk:H2_1 Item: Title: 2.2 Statistical analysis Destination: mk:H2_2 Children: Item: Title: 2.2.1 Descriptive analysis Destination: mk:H3_3 Item: Title: 2.2.2 Two-stage time-series design Destination: mk:H3_4 Item: Title: 2.3 Interaction analysis Destination: mk:H2_5 Item: Title: 2.4 Sensitivity analysis Destination: mk:H2_6 Item: Title: 3 Results Destination: mk:H1_3 Children: Item: Title: 3.1 Descriptive analysis Destination: mk:H2_7 Item: Title: 3.2 Short-term associations of COVID-19 cases with humidex and PM2.5 concentration Destination: mk:H2_8 Item: Title: 3.3 Modifying effects of PM2.5 concentration on the association between humidex and COVID-19 cases Destination: mk:H2_9 Item: Title: 3.4 Sensitivity analysis Destination: mk:H2_10 Item: Title: 4 Discussion Destination: mk:H1_4 Item: Title: 5 Conclusions Destination: mk:H1_5 Item: Title: 8 Data sharing statement Destination: mk:H1_6 Item: Title: CRediT authorship contribution statement Destination: mk:H1_7 Item: Title: 6 Ethics approval and consent to participate Destination: mk:H1_8 Item: Title: Funding Destination: mk:H1_9 Item: Title: Declaration of competing interest Destination: mk:HH1_2 Item: Title: Acknowledgment Destination: mk:HH1_3 Item: Title: Appendix A Supplementary data Destination: mk:H1_10 Item: Title: Data availability Destination: datalink4 Item: Title: References Destination: mk:HH2_1 Info: Title: The joint impact of temperature, humidity, and air pollution on COVID-19 incidence: a multi-country time-series study in 439 cities Author: Keita Wagatsuma Subject: Environment International, 208 (2026) 110090. doi:10.1016/j.envint.2026.110090 Keywords: Humidex,PM2.5,COVID-19,MCC Collaborative Research Network,Two-stage design,Effect modification Creator: Elsevier Producer: Acrobat 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