父母信仰和行为之间相互作用的文化进化模型,并应用于疫苗犹豫

IF 1.2 4区 生物学 Q4 ECOLOGY Theoretical Population Biology Pub Date : 2023-08-01 DOI:10.1016/j.tpb.2023.04.003
Kerri-Ann Anderson, Nicole Creanza
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引用次数: 2

摘要

随着文化的发展,人们对健康的认知和与健康相关的行为可能会在人群层面发生变化。在过去十年中,尽管疫苗已被证明有效,但发达国家的麻疹、百日咳和脊髓灰质炎等疫苗可预防疾病死灰复燃。疫苗犹豫受到历史、政治和社会文化力量的影响,被认为是导致疫苗覆盖率下降的主要因素,从而增加VPD爆发的风险和发生率。行为变化模型已越来越多地用于了解疾病动态和干预效果。然而,由于健康行为受到文化影响,因此在文化进化的背景下对其进行研究是有价值的。在这里,我们使用数学建模框架,探讨了文化进化对疫苗犹豫和接种行为的影响。通过这个模型,我们揭示了文化进化的各个方面(垂直传播、社区影响、嗜同性等),这些方面促进了疫苗犹豫的传播,最终影响了疫苗接种覆盖率和人群中VPD爆发风险。此外,当人类的信仰影响但不是严格规定他们的行为时,我们将我们的模型作为一个可推广的框架来探索文化进化。这个模型提供了一种方法来探索父母潜在的相互冲突的信仰和文化特征如何影响孩子的健康和体质。我们表明,疫苗信心和疫苗赋予的益处都可以成为疫苗覆盖率的驱动力。我们还证明,对疫苗犹豫不决的个体之间的分类偏好会导致疫苗犹豫增加和疫苗覆盖率降低。
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A cultural evolutionary model of the interaction between parental beliefs and behaviors, with applications to vaccine hesitancy

Health perceptions and health-related behaviors can change at the population level as cultures evolve. In the last decade, despite the proven efficacy of vaccines, the developed world has seen a resurgence of vaccine-preventable diseases (VPDs) such as measles, pertussis, and polio. Vaccine hesitancy, which is influenced by historical, political, and socio-cultural forces, is believed to be a primary factor responsible for decreasing vaccine coverage, thereby increasing the risk and occurrence of VPD outbreaks. Behavior change models have been increasingly employed to understand disease dynamics and intervention effectiveness. However, since health behaviors are culturally influenced, it is valuable to examine them within a cultural evolution context. Here, using a mathematical modeling framework, we explore the effects of cultural evolution on vaccine hesitancy and vaccination behavior. With this model, we shed light on facets of cultural evolution (vertical transmission, community influences, homophily, etc.) that promote the spread of vaccine hesitancy, ultimately affecting levels of vaccination coverage and VPD outbreak risk in a population. In addition, we present our model as a generalizable framework for exploring cultural evolution when humans’ beliefs influence, but do not strictly dictate, their behaviors. This model offers a means of exploring how parents’ potentially conflicting beliefs and cultural traits could affect their children’s health and fitness. We show that vaccine confidence and vaccine-conferred benefits can both be driving forces of vaccine coverage. We also demonstrate that an assortative preference among vaccine-hesitant individuals can lead to increased vaccine hesitancy and lower vaccine coverage.

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来源期刊
Theoretical Population Biology
Theoretical Population Biology 生物-进化生物学
CiteScore
2.50
自引率
14.30%
发文量
43
审稿时长
6-12 weeks
期刊介绍: An interdisciplinary journal, Theoretical Population Biology presents articles on theoretical aspects of the biology of populations, particularly in the areas of demography, ecology, epidemiology, evolution, and genetics. Emphasis is on the development of mathematical theory and models that enhance the understanding of biological phenomena. Articles highlight the motivation and significance of the work for advancing progress in biology, relying on a substantial mathematical effort to obtain biological insight. The journal also presents empirical results and computational and statistical methods directly impinging on theoretical problems in population biology.
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