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Higher Risk of Infection with Dengue at the Weekend among Male Singaporeans

Alex R. CookDepartment of Statistics and Applied Probability, Faculty of Science, National University of Singapore, Singapore; Program in Health Services and Systems Research, Duke-NUS Graduate Medical School Singapore, Singapore; Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore; Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore; Communicable Disease Centre, Tan Tock Seng Hospital, Singapore; Program in Emerging Infectious Diseases, Duke-NUS Graduate Medical School Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore

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Luis R. CarrascoDepartment of Statistics and Applied Probability, Faculty of Science, National University of Singapore, Singapore; Program in Health Services and Systems Research, Duke-NUS Graduate Medical School Singapore, Singapore; Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore; Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore; Communicable Disease Centre, Tan Tock Seng Hospital, Singapore; Program in Emerging Infectious Diseases, Duke-NUS Graduate Medical School Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore

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Vernon J. LeeDepartment of Statistics and Applied Probability, Faculty of Science, National University of Singapore, Singapore; Program in Health Services and Systems Research, Duke-NUS Graduate Medical School Singapore, Singapore; Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore; Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore; Communicable Disease Centre, Tan Tock Seng Hospital, Singapore; Program in Emerging Infectious Diseases, Duke-NUS Graduate Medical School Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore

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Eng Eong OoiDepartment of Statistics and Applied Probability, Faculty of Science, National University of Singapore, Singapore; Program in Health Services and Systems Research, Duke-NUS Graduate Medical School Singapore, Singapore; Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore; Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore; Communicable Disease Centre, Tan Tock Seng Hospital, Singapore; Program in Emerging Infectious Diseases, Duke-NUS Graduate Medical School Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore

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Mark I-C ChenDepartment of Statistics and Applied Probability, Faculty of Science, National University of Singapore, Singapore; Program in Health Services and Systems Research, Duke-NUS Graduate Medical School Singapore, Singapore; Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore; Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore; Communicable Disease Centre, Tan Tock Seng Hospital, Singapore; Program in Emerging Infectious Diseases, Duke-NUS Graduate Medical School Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore

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David C. LyeDepartment of Statistics and Applied Probability, Faculty of Science, National University of Singapore, Singapore; Program in Health Services and Systems Research, Duke-NUS Graduate Medical School Singapore, Singapore; Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore; Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore; Communicable Disease Centre, Tan Tock Seng Hospital, Singapore; Program in Emerging Infectious Diseases, Duke-NUS Graduate Medical School Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore

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Yee Sin LeoDepartment of Statistics and Applied Probability, Faculty of Science, National University of Singapore, Singapore; Program in Health Services and Systems Research, Duke-NUS Graduate Medical School Singapore, Singapore; Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore; Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore; Communicable Disease Centre, Tan Tock Seng Hospital, Singapore; Program in Emerging Infectious Diseases, Duke-NUS Graduate Medical School Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore

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A growing body of evidence suggests that dengue infection in Singapore predominantly occurs away from the home, but when and where dengue transmission occurs is unclear, confounding control efforts. The authors estimate days of the week in which dengue inpatients in Singapore were infected during the period 2006–2008, based on the day they became febrile and historical data on the incubation period, using Bayesian statistical methods. Among male inpatients, the relative risk of infection is an estimated 57% higher at the weekend, suggesting infections associated with the home or leisure activities. There was no evidence of elevated risk of infection at the weekend for female inpatients. The study motivates further research identifying locales frequented in the week leading up to onset to improve the effective targeting of vector control efforts.

Author Notes

* Address correspondence to Alex R. Cook, Department of Statistics and Applied Probability, Block S16 level 7, 6 Science Drive 2, National University of Singapore, Singapore 117546. E-mail: alex.richard.cook@gmail.com

Financial support: This work was supported by the National University of Singapore to ARC and LRC; and the National Medical Research Council (grants NMRC/H1N1R/005/2009 to ARC, LRC, and MICC, and NMRC/TCR/005/2008 to DCL, YSL, and EEO).

Authors' addresses: Alex R. Cook, Saw Swee Hock School of Public Health, National University of Singapore, Singapore, and Department of Statistics and Applied Probability, National University of Singapore, Singapore, E-mail: alex.richard.cook@gmail.com. Luis R. Carrasco, Department of Biological Sciences, National University of Singapore, Singapore. Vernon J. Lee, Communicable Disease Centre, Tan Tock Seng Hospital, Singapore, and Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore. Eng Eong Ooi, Program in Emerging Infectious Diseases, Duke-NUS Graduate Medical School Singapore, Singapore. Mark I-C Chen, David C. Lye, and Yee Sin Leo, Communicable Disease Centre, Tan Tock Seng Hospital, Singapore.

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