Recent research exploring associations between environmental factors and influenza outcomes has devoted substantial attention to the role of absolute humidity. However, the existing literature provides very little quantitative epidemiologic evidence on the relations between absolute humidity and other weather variables and influenza outcomes in human populations. In the present study, the authors helped fill this gap by analyzing longitudinal weather and influenza mortality data, observed every month between January 1973 and December 2002, for each of 359 urban US counties. A flexible regression model was used to simultaneously explore fully nonlinear relations between absolute humidity and influenza outcomes and temperature and influenza outcomes. Results indicated that absolute humidity was an especially critical determinant of observed human influenza mortality, even after controlling for temperature. There were important nonlinear relations; humidity levels below approximately 6 g of water vapor per kilogram of air were associated with increases in influenza mortality. Model predictions suggested that approximately half of the average seasonal differences in US influenza mortality can be explained by seasonal differences in absolute humidity alone. Temperature modestly influenced influenza mortality as well, although results were less robust.
机构:
Oregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
Shaman, Jeffrey
Pitzer, Virginia E.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Penn State Univ, Ctr Infect Dis Dynam, State Coll, PA USA
Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
Pitzer, Virginia E.
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
Viboud, Cecile
Grenfell, Bryan T.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USA
Princeton Univ, Woodrow Wilson Sch, Princeton, NJ 08544 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
Grenfell, Bryan T.
Lipsitch, Marc
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Harvard Sch Publ Hlth, Ctr Communicable Dis Dynam, Boston, MA 02115 USA
Harvard Univ, Harvard Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
Harvard Univ, Harvard Sch Publ Hlth, Dept Immunol & Infect Dis, Boston, MA 02115 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Univ Arizona, Sch Geog & Dev, Tucson, AZ USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Tamerius, James
Nelson, Martha I.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Nelson, Martha I.
Zhou, Steven Z.
论文数: 0引用数: 0
h-index: 0
机构:
London Sch Hyg & Trop Med, London WC1, England
British Columbia Inst Technol, Burnaby, BC, CanadaNIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Zhou, Steven Z.
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Viboud, Cecile
Miller, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Miller, Mark A.
Alonso, Wladimir J.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
机构:
Jikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Jikei Univ, Dept Pediat, Sch Med, Minato Ku, Tokyo 1058461, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Urashima, Mitsuyoshi
Segawa, Takaaki
论文数: 0引用数: 0
h-index: 0
机构:
Fuji City Gen Hosp, Dept Pediat, Shizuoka, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Segawa, Takaaki
Okazaki, Minoru
论文数: 0引用数: 0
h-index: 0
机构:
Sado Gen Hosp, Dept Pediat, Sado City, Niigata, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Okazaki, Minoru
Kurihara, Mana
论文数: 0引用数: 0
h-index: 0
机构:
Kanagawa Rehabil Ctr, Dept Pediat, Kanagawa, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Kurihara, Mana
Wada, Yasuyuki
论文数: 0引用数: 0
h-index: 0
机构:
Jikei Univ, Dept Pediat, Sch Med, Minato Ku, Tokyo 1058461, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Wada, Yasuyuki
Ida, Hiroyuki
论文数: 0引用数: 0
h-index: 0
机构:
Jikei Univ, Dept Pediat, Sch Med, Minato Ku, Tokyo 1058461, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
机构:
Oregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
Shaman, Jeffrey
Pitzer, Virginia E.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Penn State Univ, Ctr Infect Dis Dynam, State Coll, PA USA
Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
Pitzer, Virginia E.
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
Viboud, Cecile
Grenfell, Bryan T.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USA
Princeton Univ, Woodrow Wilson Sch, Princeton, NJ 08544 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
Grenfell, Bryan T.
Lipsitch, Marc
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Harvard Sch Publ Hlth, Ctr Communicable Dis Dynam, Boston, MA 02115 USA
Harvard Univ, Harvard Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
Harvard Univ, Harvard Sch Publ Hlth, Dept Immunol & Infect Dis, Boston, MA 02115 USAOregon State Univ, Coll Ocean & Atmospher Sci, Corvallis, OR 97331 USA
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Univ Arizona, Sch Geog & Dev, Tucson, AZ USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Tamerius, James
Nelson, Martha I.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Nelson, Martha I.
Zhou, Steven Z.
论文数: 0引用数: 0
h-index: 0
机构:
London Sch Hyg & Trop Med, London WC1, England
British Columbia Inst Technol, Burnaby, BC, CanadaNIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Zhou, Steven Z.
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Viboud, Cecile
Miller, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
Miller, Mark A.
Alonso, Wladimir J.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Dept Hlth & Human Serv, Bethesda, MD 20892 USA
机构:
Jikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Jikei Univ, Dept Pediat, Sch Med, Minato Ku, Tokyo 1058461, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Urashima, Mitsuyoshi
Segawa, Takaaki
论文数: 0引用数: 0
h-index: 0
机构:
Fuji City Gen Hosp, Dept Pediat, Shizuoka, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Segawa, Takaaki
Okazaki, Minoru
论文数: 0引用数: 0
h-index: 0
机构:
Sado Gen Hosp, Dept Pediat, Sado City, Niigata, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Okazaki, Minoru
Kurihara, Mana
论文数: 0引用数: 0
h-index: 0
机构:
Kanagawa Rehabil Ctr, Dept Pediat, Kanagawa, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Kurihara, Mana
Wada, Yasuyuki
论文数: 0引用数: 0
h-index: 0
机构:
Jikei Univ, Dept Pediat, Sch Med, Minato Ku, Tokyo 1058461, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan
Wada, Yasuyuki
Ida, Hiroyuki
论文数: 0引用数: 0
h-index: 0
机构:
Jikei Univ, Dept Pediat, Sch Med, Minato Ku, Tokyo 1058461, JapanJikei Univ, Div Mol Epidemiol, Sch Med, Minato Ku, Tokyo 1058461, Japan