Climate variability and Ross River virus transmission in Townsville region, Australia, 1985-1996

被引:55
作者
Tong, SL [1 ]
Hu, WB
McMichael, AJ
机构
[1] Queensland Univ Technol, Sch Publ Hlth, Kelvin Grove, Qld 4059, Australia
[2] Australian Natl Univ, Natl Ctr Epidemiol & Populat Hlth, Canberra, ACT 0200, Australia
关键词
climate change; cross-correlation function; Ross River virus; seasonal auto-regressive integrated moving average; time series;
D O I
10.1046/j.1365-3156.2003.01175.x
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
BACKGROUND How climate variability affects the transmission of infectious diseases at a regional level remains unclear. We assess the impact of climate variation on the Ross River virus (RRv) transmission in the Townsville region, Queensland, north-east Australia. METHODS We obtained population-based information on monthly variations in RRv cases, climatic factors, sea level, and population growth between 1985 and 1996. Cross-correlations were computed for a series of associations between climate variables (rainfall, maximum temperature, minimum temperature, relative humidity and high tide) and the monthly incidence of RRv disease over a range of time lags. We assessed the impact of climate variability on RRv transmission using the seasonal auto-regressive integrated moving average (SARIMA) model. RESULTS There were significant correlations of the monthly incidence of RRv to rainfall, maximum temperature, minimum temperature and relative humidity, all at a lag of 2 months, and high tide in the current month. The results of SARIMA models show that monthly average rainfall (beta = 0.0007, P = 0.01) and high tide (beta = 0.0089, P = 0.04) were significantly associated with RRv transmission and maximum temperature was also marginally significantly associated with monthly incidence of RRv (beta = 0.0412, P = 0.07), although relative humidity did not seem to have played an important role in the Townsville region. CONCLUSIONS Rainfall, high tide and maximum temperature were likely to be key determinants of RRv transmission in the Townsville region.
引用
收藏
页码:298 / 304
页数:7
相关论文
共 40 条
[1]   AN EPIDEMIC OF ROSS RIVER VIRUS-INFECTION IN FIJI, 1979 [J].
AASKOV, JG ;
MATAIKA, JU ;
LAWRENCE, GW ;
RABUKAWAQA, V ;
TUCKER, MM ;
MILES, JAR ;
DALGLISH, DA .
AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 1981, 30 (05) :1053-1059
[2]   Forecasting malaria incidence from historical morbidity patterns in epidemic-prone areas of Ethiopia: a simple seasonal adjustment method performs best [J].
Abeku, TA ;
de Vlas, SJ ;
Borsboom, G ;
Teklehaimanot, A ;
Kebede, A ;
Olana, D ;
van Oortmarssen, GJ ;
Habbema, JDF .
TROPICAL MEDICINE & INTERNATIONAL HEALTH, 2002, 7 (10) :851-857
[3]  
Allard R, 1998, B WORLD HEALTH ORGAN, V76, P327
[4]  
*AUSTR BUR STAT, 2002, QUEENSL YB
[5]   Is hygiene promotion cost-effective? A case study in Burkina Faso [J].
Borghi, J ;
Guinness, L ;
Ouedraogo, J ;
Curtis, V .
TROPICAL MEDICINE & INTERNATIONAL HEALTH, 2002, 7 (11) :960-969
[6]   FINDING CAUSES OF SEASONAL DISEASES USING TIME-SERIES ANALYSIS [J].
BOWIE, C ;
PROTHERO, D .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 1981, 10 (01) :87-92
[7]   TIME-SERIES DESIGNS OF POTENTIAL INTEREST TO EPIDEMIOLOGISTS [J].
CATALANO, R ;
SERXNER, S .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1987, 126 (04) :724-731
[8]  
CHATFIELD C, 1975, ANAL TIME SERIES THE
[9]  
Checkley W, 2000, LANCET, V355, P442, DOI 10.1016/S0140-6736(00)82010-3
[10]   Effect of air-pollution control on death rates in Dublin, Ireland: an intervention study [J].
Clancy, L ;
Goodman, P ;
Sinclair, H ;
Dockery, DW .
LANCET, 2002, 360 (9341) :1210-1214