Climate variability and salmonellosis in Singapore – A time series analysis
Creators
- 1. National Environment Agency, 40 Scotts Road, 13-00, 228231 (Singapore)
- 2. School of Public Health and Community Medicine, Faculty of Medicine, University of New South Wales, Level 3, Samuels Building, Botany Road, Kensington, New South Wales 2052 (Australia)
- 3. National Centre for Epidemiology and Population Health, Australian National University, Canberra, ACT 0200 (Australia)
- 4. Biostatistics Unit, Dunedin School of Medicine, University of Otago, Ground Floor, Adams Building, 18 Frederick Street, Dunedin 9016 (New Zealand)
Description
Highlights: • The effect of climate variability on Salmonella in the tropics is not well understood. • Temperature had an immediate and lagged positive effect on Salmonella infections. • Rainfall and relative humidity had relatively small effects on Salmonella infections. • Food safety should be strengthened to help reduce Salmonella infections. Climate change is expected to bring about global warming and an increase in the frequency of extreme weather events. This may consequently influence the transmission of food-borne diseases. The short term associations between climatic conditions and Salmonella infections are well documented in temperate climates but not in the tropics. We conducted an ecological time series analysis to estimate the short term associations between non-outbreak, non-travel associated reports of Salmonella infections and observed climatic conditions from 2005 to 2015 for Singapore. We used a negative binomial time series regression model to analyse the associations on a weekly scale, controlling for season, long term trend, delayed weather effects, autocorrelation and the period where Salmonella was made legally notifiable. There were a total of 11,324 Salmonella infections reported during our study period. A 1 °C increase in mean ambient air temperature was associated with a 4.3% increase (Incidence Rate Ratio [IRR]: 1.043, 95% confidence interval [CI] = 1.003, 1.084) in reported Salmonella infections in the same week and a 6.3% increase (IRR: 1.063, 95% CI = 1.022, 1.105) three weeks later. A 1% increase in the mean relative humidity was associated with a 1.3% decrease (IRR: 0.987, 95% CI = 0.981, 0.994) in cases six weeks later, while a 10 mm increase in weekly cumulative rainfall was associated with a 0.8% increase (IRR: 1.008, 95% CI = 1.002, 1.015) in cases 2 weeks later but a 0.9% decrease (IRR: 0.991, 95% CI = 0.984, 0.998) in cases 5 weeks later. No thresholds for these weather effects were detected. This study confirms the short-term influence of climatic conditions on Salmonella infections in Singapore and the potential impact of climate change on Salmonellosis in the tropics.
Availability note (English)
Available from http://dx.doi.org/10.1016/j.scitotenv.2018.05.254Additional details
Identifiers
- DOI
- 10.1016/j.scitotenv.2018.05.254;
- PII
- S0048969718319065;
Publishing Information
- Journal Title
- Science of the Total Environment
- Journal Volume
- 639
- Journal Page Range
- p. 1261-1267
- ISSN
- 0048-9697
- CODEN
- STENDL
INIS
- Country of Publication
- Netherlands
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 53051006
- Subject category
- S54: ENVIRONMENTAL SCIENCES;
- Descriptors DEI
- AMBIENT TEMPERATURE; CLIMATES; DISEASES; FOOD; GREENHOUSE EFFECT; HUMIDITY; SALMONELLA; SEASONS; SINGAPORE; TIME-SERIES ANALYSIS; WEATHER
- Descriptors DEC
- ASIA; BACTERIA; CLIMATIC CHANGE; DEVELOPING COUNTRIES; ISLANDS; MATHEMATICS; MICROORGANISMS; MOISTURE; STATISTICS
Optional Information
- Copyright
- Copyright (c) 2018 The Authors. Published by Elsevier B.V.