Use of big data in the surveillance of veterinary diseases: early detection of tick paralysis in companion animals. Issue 1 (December 2016)
- Record Type:
- Journal Article
- Title:
- Use of big data in the surveillance of veterinary diseases: early detection of tick paralysis in companion animals. Issue 1 (December 2016)
- Main Title:
- Use of big data in the surveillance of veterinary diseases: early detection of tick paralysis in companion animals
- Authors:
- Guernier, Vanina
Milinovich, Gabriel
Bezerra Santos, Marcos
Haworth, Mark
Coleman, Glen
Soares Magalhaes, Ricardo - Abstract:
- Abstract Background Tick paralysis, resultant from envenomation by the scrub-tickIxodes holocyclus, is a serious threat for small companion animals in the eastern coast of Australia. We hypothesise that surveillance systems that are built on Internet search queries may provide a more timely indication of high-risk periods more effectively than current approaches. Methods Monthly tick paralysis notifications in dogs and cats across Australia and the states of Queensland (QLD) and New South Wales (NSW) were retrieved fromDisease WatchDog surveillance system for the period 2011–2013. Internet search terms related to tick paralysis in small companion animals were identified using Google Correlate, and corresponding search frequency metrics were downloaded from Google Trends. Spearman's rank correlations and time series cross correlations were performed to assess which Google search terms lead or are synchronous with tick paralysis notifications. Results Metrics data were available for 24 relevant search terms at national level, 16 for QLD and 18 for NSW, and they were all significantly correlated with tick paralysis notifications (P < 0.05). Among those terms, 70.8, 56.3 and 50 % showed strong Spearman's correlations, at national level, for QLD, and for NSW respectively, and cross correlation analyses identified searches which lead notifications at national or state levels. Conclusion This study demonstrates that Internet search metrics can be used to monitor the occurrence ofAbstract Background Tick paralysis, resultant from envenomation by the scrub-tickIxodes holocyclus, is a serious threat for small companion animals in the eastern coast of Australia. We hypothesise that surveillance systems that are built on Internet search queries may provide a more timely indication of high-risk periods more effectively than current approaches. Methods Monthly tick paralysis notifications in dogs and cats across Australia and the states of Queensland (QLD) and New South Wales (NSW) were retrieved fromDisease WatchDog surveillance system for the period 2011–2013. Internet search terms related to tick paralysis in small companion animals were identified using Google Correlate, and corresponding search frequency metrics were downloaded from Google Trends. Spearman's rank correlations and time series cross correlations were performed to assess which Google search terms lead or are synchronous with tick paralysis notifications. Results Metrics data were available for 24 relevant search terms at national level, 16 for QLD and 18 for NSW, and they were all significantly correlated with tick paralysis notifications (P < 0.05). Among those terms, 70.8, 56.3 and 50 % showed strong Spearman's correlations, at national level, for QLD, and for NSW respectively, and cross correlation analyses identified searches which lead notifications at national or state levels. Conclusion This study demonstrates that Internet search metrics can be used to monitor the occurrence of tick paralysis in companion animals, which would facilitate early detection of high-risk periods for tick paralysis cases. This study constitutes the first application of the rapidly emerging field of Internet-based surveillance to veterinary science. … (more)
- Is Part Of:
- Parasites & vectors. Volume 9:Issue 1(2016)
- Journal:
- Parasites & vectors
- Issue:
- Volume 9:Issue 1(2016)
- Issue Display:
- Volume 9, Issue 1 (2016)
- Year:
- 2016
- Volume:
- 9
- Issue:
- 1
- Issue Sort Value:
- 2016-0009-0001-0000
- Page Start:
- 1
- Page End:
- 10
- Publication Date:
- 2016-12
- Subjects:
- Australia -- Companion animals -- Digital epidemiology -- Dogs and cats -- Google -- Google Trends -- Internet -- Notified cases -- Syndromic surveillance -- Tick paralysis
Parasitism -- Periodicals
Parasites -- Periodicals
Vector-pathogen relationships -- Periodicals
Animals as carriers of disease -- Periodicals
Insects as carriers of disease -- Periodicals
616.96 - Journal URLs:
- http://www.doaj.org/doaj?func=openurl&issn=17563305&genre=journal ↗
http://www.ncbi.nlm.nih.gov/pmc/journals/575/ ↗
http://www.parasitesandvectors.com/ ↗
http://link.springer.com/ ↗ - DOI:
- 10.1186/s13071-016-1590-6 ↗
- Languages:
- English
- ISSNs:
- 1756-3305
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
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