九州大学 · 수학
K. M. Ariful Kabir 교수의 연구실은 전염병 확산 메커니즘과 공중보건 정책의 효과를 분석하기 위해 전염병학 모델과 게임 이론, 행동 경제학을 융합한 연구를 주도하고 있습니다. 특히 코로나19와 dengue 열병 등 감염병 확산 상황에서 개인의 행동 선택, 마스크 착용, 백신 접종, 치료 접근성 등에 영향을 미치는 사회적 결정 요인을 수리적 모델링으로 분석합니다. 연구는 정책 수립에 실질적 기여를 하기 위해 실증 데이터와 수학적 모델링을 결합한 다학제적 접근을 강조합니다.
표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.
The unprecedented global spread of COVID-19 has prompted dramatic public-health measures like strict stay-at-home orders and economic shutdowns. Some governments have resisted such measures in the hope that naturally acquired shield immunity could slow the spread of the virus. In the absence of empirical data about the effectiveness of these measures, policymakers must turn to epidemiological modelling to evaluate options for responding to the pandemic. This paper combines compartmental epidemio
In the midst of the COVID-19 pandemic, with limited or no supplies of vaccines and treatments, people and policymakers seek easy to implement and cost-effective alternatives to combat the spread of infection during the pandemic. The practice of wearing a mask, which requires change in people's usual behavior, may reduce disease transmission by preventing the virus spread from infectious to susceptible individuals. Wearing a mask may result in a public good game structure, where an individual doe
The dynamics of a spreadable disease are largely governed by four factors: proactive vaccination, retroactive treatment, individual decisions, and the prescribing behaviour of physicians. Under the imposed vaccination policy and antiviral treatment in society, complex factors (costs and expected effects of the vaccines and treatments, and fear of being infected) trigger an emulous situation in which individuals avoid infection by the pre-emptive or <i>ex post</i> provision. Aside from the establ
Social dilemmas are situations wherein individuals choose between selfish interest and common good. One example of this is the vaccination dilemma, in which an individual who vaccinates at a cost protects not only himself but also others by helping maintain a common good called herd immunity. There is, however, a strong incentive to forgo vaccination, thus avoiding the associated cost, all the while enjoying the protection of herd immunity. To analyze behavioral incentives in a vaccination-dilem