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Application of exponential random graph models to determine nomadic herders' movements in Senegal
- Source :
- Transboundary and emerging diseases, Transboundary and emerging diseases, Wiley-Blackwell, 2019, 66 (4), pp.1642-1652. ⟨10.1111/tbed.13198⟩, Transboundary and emerging diseases, 2019, 66 (4), pp.1642-1652. ⟨10.1111/tbed.13198⟩, Transboundary and Emerging Diseases
- Publication Year :
- 2019
- Publisher :
- HAL CCSD, 2019.
-
Abstract
- International audience; Understanding human and animal mobility patterns is a key to predict local and global disease spread. We analysed the nomad herds' movement network in a pilot area of northern Senegal and used exponential random graph models (ERGM) to investigate the reasons behind these movements. We interviewed 132 nomadic herders to collect information about nomad herd structures, movements, and reasons for taking specific routes or gathering in certain areas. We constructed a spatially explicit network with villages as the nodes and nomad herds' movements as the connecting edges. The final ERGM showed that node and edge attributes such as presence of cattle in the herd (odds ratio = 12, CI: 5.3, 27.3), morbidity (odds ratio = 3.6, CI: 2.3, 5.7), and lack of water (odds ratio = 2, CI: 1.3, 3.1) were important predictors of nomad herds' movements. This study not only provides valuable information for monitoring important livestock diseases such as Rift Valley Fever in Senegal, but also helps implement outreach, education, and intervention programs for other emerging and endemic diseases affecting nomadic herds.
- Subjects :
- animal diseases
Population Dynamics
L73 - Maladies des animaux
Animal Diseases
0403 veterinary science
Mouvement
Socioeconomics
network analysis
Troupeau
2. Zero hunger
0303 health sciences
U10 - Informatique, mathématiques et statistiques
[SDV.BA]Life Sciences [q-bio]/Animal biology
Fièvre de la Vallée du Rift
04 agricultural and veterinary sciences
General Medicine
ERGM
Senegal
Outreach
Geography
[SDV.MP]Life Sciences [q-bio]/Microbiology and Parasitology
Maladie des animaux
nomadic
Livestock
Modèle mathématique
040301 veterinary sciences
Human Migration
Nomadisme
risk-based surveillance
03 medical and health sciences
Exponential random graph models
Animals
Humans
030304 developmental biology
Cartographie
General Veterinary
General Immunology and Microbiology
business.industry
L01 - Élevage - Considérations générales
Odds ratio
Models, Theoretical
livestock
Herd
Endemic diseases
business
Subjects
Details
- Language :
- English
- ISSN :
- 18651674 and 18651682
- Database :
- OpenAIRE
- Journal :
- Transboundary and emerging diseases, Transboundary and emerging diseases, Wiley-Blackwell, 2019, 66 (4), pp.1642-1652. ⟨10.1111/tbed.13198⟩, Transboundary and emerging diseases, 2019, 66 (4), pp.1642-1652. ⟨10.1111/tbed.13198⟩, Transboundary and Emerging Diseases
- Accession number :
- edsair.doi.dedup.....d310d976c5d74238f295280bfa4ef918
- Full Text :
- https://doi.org/10.1111/tbed.13198⟩