Literature DB >> 27324462

Utility of algorithms for the analysis of integrated Salmonella surveillance data.

L Vrbova1, D M Patrick1, C Stephen2, C Robertson3, M Koehoorn1, E J Parmley4, N I DE With5, E Galanis1.   

Abstract

The objective of this study was to assess the use of statistical algorithms in identifying significant clusters of Salmonella spp. across different sectors of the food chain within an integrated surveillance programme. Three years of weekly Salmonella serotype data from farm animals, meat, and humans were used to create baseline models (first two years) and identify weeks with counts higher than expected using surveillance algorithms in the third (test) year. During the test year, an expert working group identified events of interest reviewing descriptive analyses of same data. The algorithms did not identify Salmonella events presenting as gradual increases or seasonal patterns as identified by the working group. However, the algorithms did identify clusters for further investigation, suggesting they could be a valuable complementary tool within an integrated surveillance system.

Entities:  

Keywords:  Foodborne zoonoses; Salmonella; food safety; public health; surveillance

Mesh:

Year:  2016        PMID: 27324462      PMCID: PMC9150597          DOI: 10.1017/S0950268816000182

Source DB:  PubMed          Journal:  Epidemiol Infect        ISSN: 0950-2688            Impact factor:   4.434


  18 in total

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2.  Automated early warning system for the surveillance of Salmonella isolated in the agro-food chain in France.

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Review 4.  Bacterial genome sequencing and its use in infectious diseases.

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5.  Frozen chicken nuggets and strips and eggs are leading risk factors for Salmonella Heidelberg infections in Canada.

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Journal:  Epidemiol Infect       Date:  2005-10       Impact factor: 2.451

6.  A temporal study of Salmonella serovars in animals in Alberta between 1990 and 2001.

Authors:  Michele T Guerin; S Wayne Martin; Gerarda A Darlington; Andrijana Rajic
Journal:  Can J Vet Res       Date:  2005-04       Impact factor: 1.310

7.  Detecting new and emerging diseases on livestock farms using an early detection system.

Authors:  R D Kosmider; L Kelly; R L Simons; A Brouwer; G David
Journal:  Epidemiol Infect       Date:  2010-11-19       Impact factor: 2.451

8.  Temporal clusters of Salmonella serovars in humans in Alberta, 1990-2001.

Authors:  Michele T Guerin; S Wayne Martin; Gerarda A Darlington
Journal:  Can J Public Health       Date:  2005 Sep-Oct

9.  Use of time-series analysis in infectious disease surveillance.

Authors:  R Allard
Journal:  Bull World Health Organ       Date:  1998       Impact factor: 9.408

10.  National outbreaks of Salmonella infection in the UK, 2000-2011.

Authors:  K S Harker; C Lane; F J Gormley; G K Adak
Journal:  Epidemiol Infect       Date:  2013-05-31       Impact factor: 4.434

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  2 in total

1.  Towards integrated surveillance of zoonoses: spatiotemporal joint modeling of rodent population data and human tularemia cases in Finland.

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2.  Data distribution in public veterinary service: health and safety challenges push for context-aware systems.

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  2 in total

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