TY - GEN
T1 - Agent-Based Modeling of Vaccine Hesitancy
T2 - Intelligent Systems Conference, IntelliSys 2024
AU - Martono, Niken Prasasti
AU - Ohwada, Hayato
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.
PY - 2024
Y1 - 2024
N2 - This research studies the dynamics of vaccine hesitancy propagation within a developing country context, utilizing Indonesia as a case study and employing agent-based modeling and simulations (ABMs). We explored three distinct scenarios representing various combinations of factors such as vaccine hesitancy beliefs, trust in policy and peers, and socioeconomic capacity. Our results offer significant insights into the interplay of these elements in shaping vaccination attitudes and behaviors. Notably, higher levels of trust in vaccination policies are associated with reduced vaccine hesitancy, underscoring the importance of policy confidence. Additionally, individuals with greater trust in their social circles tend to exhibit lower levels of hesitancy, emphasizing the influence of peer networks. The role of economic capability in vaccine acceptance is found to be moderate. These findings offer pertinent guidance for policymakers and public health practitioners aiming to devise targeted interventions to enhance vaccine acceptance and mitigate preventable diseases, particularly in the context of developing countries such as Indonesia.
AB - This research studies the dynamics of vaccine hesitancy propagation within a developing country context, utilizing Indonesia as a case study and employing agent-based modeling and simulations (ABMs). We explored three distinct scenarios representing various combinations of factors such as vaccine hesitancy beliefs, trust in policy and peers, and socioeconomic capacity. Our results offer significant insights into the interplay of these elements in shaping vaccination attitudes and behaviors. Notably, higher levels of trust in vaccination policies are associated with reduced vaccine hesitancy, underscoring the importance of policy confidence. Additionally, individuals with greater trust in their social circles tend to exhibit lower levels of hesitancy, emphasizing the influence of peer networks. The role of economic capability in vaccine acceptance is found to be moderate. These findings offer pertinent guidance for policymakers and public health practitioners aiming to devise targeted interventions to enhance vaccine acceptance and mitigate preventable diseases, particularly in the context of developing countries such as Indonesia.
KW - Agent-based modeling
KW - Simulation
KW - Vaccine hesitancy
UR - http://www.scopus.com/inward/record.url?scp=85201071463&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-66428-1_15
DO - 10.1007/978-3-031-66428-1_15
M3 - Conference contribution
AN - SCOPUS:85201071463
SN - 9783031664274
T3 - Lecture Notes in Networks and Systems
SP - 253
EP - 266
BT - Intelligent Systems and Applications - Proceedings of the 2024 Intelligent Systems Conference IntelliSys Volume 2
A2 - Arai, Kohei
PB - Springer Science and Business Media Deutschland GmbH
Y2 - 5 September 2024 through 6 September 2024
ER -