Explaining vaccination decisions: A system dynamics model of the interaction between epidemiological and behavioural factors

被引:9
|
作者
van Ackere, Ann [1 ]
Schulz, Peter J. [2 ]
机构
[1] Univ Lausanne, HEC, CH-1015 Lausanne, Switzerland
[2] Univ Lugano, Inst Commun & Hlth, Via Buffi 13, CH-6900 Lugano, Switzerland
关键词
COST-EFFECTIVENESS ANALYSES; INFECTIOUS-DISEASES; GLOBAL PERSPECTIVE; MEASLES EPIDEMIC; RUBELLA VACCINE; MEDIA COVERAGE; IMPACT; MUMPS; TRANSMISSION; IMMUNIZATION;
D O I
10.1016/j.seps.2019.100750
中图分类号
F [经济];
学科分类号
02 ;
摘要
The WHO goal of eradicating measles is delayed by widespread scepticism of parents against the recommended MMR vaccination. In this context, a model of the prevalence of measles that incorporates behavioural aspects is desirable. Parental decisions can be influenced by epidemiological and behavioural factors. The former include vaccination coverage and its impact on the prevalence of the disease. The latter include perceptions of the risk to be infected, which affects vaccination decisions, as well as government campaigns to affect vaccination behaviour, vaccination scares or changes in disease control policies. We develop a model that incorporates both kinds of effects. In particular, we illustrate how incorporating parental response to a change in the prevalence of the disease impacts the outcome of governmental policies aiming to increase the vaccination coverage. While calibrated to measles, this model is also applicable to other childhood diseases, such as pertussis or diphtheria. Different scenarios illustrate the long-term consequences of the interaction between health policies (in particular, vaccination campaigns) or the agenda of social institutions (e.g., drawing attention to specific events to create vaccination scares) and parental reactions. Periodic ups and downs of the disease's prevalence, characteristic of epidemiological feedback, are the consequence of the interaction between parental behaviour and events such as vaccination campaigns or vaccination scares. International and national health authorities, pursuing the fight against measles, may be helped by the potential of the model to provide understanding in the way different predictors of vaccination behaviour interact. © 2019 Elsevier Ltd
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Using system dynamics to model the interaction between environmental and economic factors in the mining industry
    O'Regan, B
    Moles, R
    [J]. JOURNAL OF CLEANER PRODUCTION, 2006, 14 (08) : 689 - 707
  • [2] Dynamics of a multigroup epidemiological model with group-targeted vaccination strategies
    Chow, Lamwah
    Fan, Meng
    Feng, Zhilan
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2011, 291 : 56 - 64
  • [3] The dynamics of novel corona virus disease via stochastic epidemiological model with vaccination
    Ullah, Rahman
    Al Mdallal, Qasem
    Khan, Tahir
    Ullah, Roman
    Al Alwan, Basem
    Faiz, Faizullah
    Zhu, Quanxin
    [J]. SCIENTIFIC REPORTS, 2023, 13 (01)
  • [4] The dynamics of novel corona virus disease via stochastic epidemiological model with vaccination
    Rahman Ullah
    Qasem Al Mdallal
    Tahir Khan
    Roman Ullah
    Basem Al Alwan
    Faizullah Faiz
    Quanxin Zhu
    [J]. Scientific Reports, 13
  • [5] Sensitivity and Chaotic Dynamics of an Eco-Epidemiological System with Vaccination and Migration in Prey
    Kumar, Sachin
    Kharbanda, Harsha
    [J]. BRAZILIAN JOURNAL OF PHYSICS, 2021, 51 (04) : 986 - 1006
  • [6] Sensitivity and Chaotic Dynamics of an Eco-Epidemiological System with Vaccination and Migration in Prey
    Sachin Kumar
    Harsha Kharbanda
    [J]. Brazilian Journal of Physics, 2021, 51 : 986 - 1006
  • [7] Interaction between cannabinoid system and psychostimulants: Behavioural and neurochemical aspects
    Valverde, O
    [J]. BEHAVIOURAL PHARMACOLOGY, 2005, 16 : S8 - S8
  • [8] The interaction between behavioural traits and demographic and management factors in German Shepherd dogs
    Friedrich, Juliane
    Arvelius, Per
    Strandberg, Erling
    Polgar, Zita
    Wiener, Pamela
    Haskell, Marie J.
    [J]. APPLIED ANIMAL BEHAVIOUR SCIENCE, 2019, 211 : 67 - 76
  • [9] Characterizing the interaction and dynamics between duplicated transcription factors
    Brodsky, S.
    Barkai, N.
    [J]. FEBS JOURNAL, 2017, 284 : 236 - 236
  • [10] Incorporating fractional operators into interaction dynamics studies: An eco-epidemiological model
    Li, Feng
    Gunay, B.
    Nisar, K. S.
    Alharthi, Mohammed Shaaf
    [J]. RESULTS IN PHYSICS, 2023, 47