Assessment of vaccination impact in PPR-control program implemented in southern States of India: A system dynamics model approach

Mass vaccination against peste des petits ruminants (PPR) in two southern states of India, namely Andhra Pradesh and Karnataka, has reduced disease outbreaks significantly. The sporadic outbreaks reported now can be attributed in part to the recurring movement of sheep and goats between these contig...

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Autores principales: Gurrappanaidu, G., Subbanna, N.K.G., Wanyoike, Francis N., Bahta, Sirak T., Reddy, Y.R., Bardhan, D., Vinayagamurthy, B., Kennady, Vijayalakshmy, Rahman, Habibur
Formato: Journal Article
Lenguaje:Inglés
Publicado: MDPI 2025
Materias:
Acceso en línea:https://hdl.handle.net/10568/173320
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author Gurrappanaidu, G.
Subbanna, N.K.G.
Wanyoike, Francis N.
Bahta, Sirak T.
Reddy, Y.R.
Bardhan, D.
Vinayagamurthy, B.
Kennady, Vijayalakshmy
Rahman, Habibur
author_browse Bahta, Sirak T.
Bardhan, D.
Gurrappanaidu, G.
Kennady, Vijayalakshmy
Rahman, Habibur
Reddy, Y.R.
Subbanna, N.K.G.
Vinayagamurthy, B.
Wanyoike, Francis N.
author_facet Gurrappanaidu, G.
Subbanna, N.K.G.
Wanyoike, Francis N.
Bahta, Sirak T.
Reddy, Y.R.
Bardhan, D.
Vinayagamurthy, B.
Kennady, Vijayalakshmy
Rahman, Habibur
author_sort Gurrappanaidu, G.
collection Repository of Agricultural Research Outputs (CGSpace)
description Mass vaccination against peste des petits ruminants (PPR) in two southern states of India, namely Andhra Pradesh and Karnataka, has reduced disease outbreaks significantly. The sporadic outbreaks reported now can be attributed in part to the recurring movement of sheep and goats between these contiguous states. This study assessed the present level of economic burden and impact of vaccination on the local system (one state), considering the exposure from the external system (neighboring state) using a system dynamic (SD) model. The SD model relies on interdependence, interaction, information feedback, and circular causality and captures potential feedback between disease control interventions and their impact on various epidemiological and economic outcomes. The data for parameterization of the model were collected through surveys, expert elicitation, and literature review. The sporadic outbreaks reported in recent years (<10 outbreaks/year during 2022) were due to continuous “mass vaccination” for more than a decade. During 2021–2022, the PPR incidence was less in both the states, with an estimated loss of USD 26.30 and USD 22.86 million in Andhra Pradesh and Karnataka, respectively. The SD model results showed a systemic increase in flock size and offtakes and a decline in the number of infected and death cases under high vaccination coverage (75% and 100% coverage) compared to the low-coverage scenario. Hence, the coordinated inter-state vaccination efforts offer better prospects, as efforts in one state have positive externalities in terms of fewer outbreaks in a neighboring state.
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spelling CGSpace1733202025-12-08T10:29:22Z Assessment of vaccination impact in PPR-control program implemented in southern States of India: A system dynamics model approach Gurrappanaidu, G. Subbanna, N.K.G. Wanyoike, Francis N. Bahta, Sirak T. Reddy, Y.R. Bardhan, D. Vinayagamurthy, B. Kennady, Vijayalakshmy Rahman, Habibur goats peste des petits ruminants sheep small ruminants vaccination viruses Mass vaccination against peste des petits ruminants (PPR) in two southern states of India, namely Andhra Pradesh and Karnataka, has reduced disease outbreaks significantly. The sporadic outbreaks reported now can be attributed in part to the recurring movement of sheep and goats between these contiguous states. This study assessed the present level of economic burden and impact of vaccination on the local system (one state), considering the exposure from the external system (neighboring state) using a system dynamic (SD) model. The SD model relies on interdependence, interaction, information feedback, and circular causality and captures potential feedback between disease control interventions and their impact on various epidemiological and economic outcomes. The data for parameterization of the model were collected through surveys, expert elicitation, and literature review. The sporadic outbreaks reported in recent years (<10 outbreaks/year during 2022) were due to continuous “mass vaccination” for more than a decade. During 2021–2022, the PPR incidence was less in both the states, with an estimated loss of USD 26.30 and USD 22.86 million in Andhra Pradesh and Karnataka, respectively. The SD model results showed a systemic increase in flock size and offtakes and a decline in the number of infected and death cases under high vaccination coverage (75% and 100% coverage) compared to the low-coverage scenario. Hence, the coordinated inter-state vaccination efforts offer better prospects, as efforts in one state have positive externalities in terms of fewer outbreaks in a neighboring state. 2025-01-01 2025-02-21T06:14:24Z 2025-02-21T06:14:24Z Journal Article https://hdl.handle.net/10568/173320 en Open Access MDPI Gurrappanaidu, G., Subbanna, N.K.G., Wanyoike, F., Bahta, S., Reddy, Y.R., Bardhan, D., Vinayagamurthy, B., Vijayalakshmy, K. and Habibur, R. 2025. Assessment of vaccination impact in PPR-control program implemented in southern States of India: A system dynamics model approach. Viruses 17(1): 23.
spellingShingle goats
peste des petits ruminants
sheep
small ruminants
vaccination
viruses
Gurrappanaidu, G.
Subbanna, N.K.G.
Wanyoike, Francis N.
Bahta, Sirak T.
Reddy, Y.R.
Bardhan, D.
Vinayagamurthy, B.
Kennady, Vijayalakshmy
Rahman, Habibur
Assessment of vaccination impact in PPR-control program implemented in southern States of India: A system dynamics model approach
title Assessment of vaccination impact in PPR-control program implemented in southern States of India: A system dynamics model approach
title_full Assessment of vaccination impact in PPR-control program implemented in southern States of India: A system dynamics model approach
title_fullStr Assessment of vaccination impact in PPR-control program implemented in southern States of India: A system dynamics model approach
title_full_unstemmed Assessment of vaccination impact in PPR-control program implemented in southern States of India: A system dynamics model approach
title_short Assessment of vaccination impact in PPR-control program implemented in southern States of India: A system dynamics model approach
title_sort assessment of vaccination impact in ppr control program implemented in southern states of india a system dynamics model approach
topic goats
peste des petits ruminants
sheep
small ruminants
vaccination
viruses
url https://hdl.handle.net/10568/173320
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