scholarly journals A model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases

PeerJ ◽  
2020 ◽  
Vol 8 ◽  
pp. e10203
Author(s):  
Rebecca H. Chisholm ◽  
Bradley Crammond ◽  
Yue Wu ◽  
Asha C. Bowen ◽  
Patricia T. Campbell ◽  
...  

Households are known to be high-risk locations for the transmission of communicable diseases. Numerous modelling studies have demonstrated the important role of households in sustaining both communicable diseases outbreaks and endemic transmission, and as the focus for control efforts. However, these studies typically assume that households are associated with a single dwelling and have static membership. This assumption does not appropriately reflect households in some populations, such as those in remote Australian Aboriginal and Torres Strait Islander communities, which can be distributed across more than one physical dwelling, leading to the occupancy of individual dwellings changing rapidly over time. In this study, we developed an individual-based model of an infectious disease outbreak in communities with demographic and household structure reflective of a remote Australian Aboriginal community. We used the model to compare the dynamics of unmitigated outbreaks, and outbreaks constrained by a household-focused prophylaxis intervention, in communities exhibiting fluid vs. stable dwelling occupancy. We found that fluid dwelling occupancy can lead to larger and faster outbreaks in modelled scenarios, and may interfere with the effectiveness of household-focused interventions. Our findings suggest that while short-term restrictions on movement between dwellings may be beneficial during outbreaks, in the longer-term, strategies focused on reducing household crowding may be a more effective way to reduce the risk of severe outbreaks occurring in populations with fluid dwelling occupancy.

Author(s):  
Rebecca H. Chisholm ◽  
Bradley Crammond ◽  
Yue Wu ◽  
Patricia T. Campbell ◽  
Steven Y. C. Tong ◽  
...  

Households are known to be high-risk locations for the transmission of communicable diseases. Numerous modelling studies have demonstrated the important role of households in sustaining both communicable diseases outbreaks and endemic transmission, and as the focus for control efforts. However, these studies typically assume that households are associated with a single dwelling and have static membership. This assumption does not appropriately reflect households in some populations, such as those in remote Australian Indigenous communities, which can be distributed across more than one physical dwelling, leading to the occupancy of individual dwellings changing rapidly over time. In this study, we developed an individual-based model of an infectious disease outbreak in communities with demographic and household structure reflective of a remote Australian Indigenous community. We used the model to compare the dynamics of unmitigated outbreaks, and outbreaks constrained by a household-focused prophylaxis intervention, in communities exhibiting fluid versus stable dwelling occupancy. Our findings suggest that fluid dwelling occupancy can lead to larger and faster outbreaks, interfere with the effectiveness of household-focused interventions, and may contribute to the considerable burden of communicable diseases in communities exhibiting this type of structure.


2016 ◽  
Vol 28 (2) ◽  
pp. 119-127 ◽  
Author(s):  
Caroline Nilson

This article highlights the personal journey of reflective development that a non-Aboriginal White researcher and health professional underwent to be “fully positioned” in the everyday lives of a rural Australian Aboriginal community in Western Australia. The article explains the researcher’s personal development in areas important to building respect, building relationships, and ensuring reciprocity while undertaking Aboriginal research. The researcher reports on the reflective evaluation of her worldview. Understanding that judgment is a natural tendency, the researcher used reflexivity as a tool to examine and contextualize her judgments, presumptions, and preconceptions, which positioned her to be open to differing viewpoints and actively explore alternate perspectives. The researcher explores her evolutionary understanding that cultural competence is not a destination but a continual journey, and she details her knowledge development regarding the Aboriginal research paradigm, which requires that all the learning, sharing, and growth taking place is reciprocal and engages all parties actively.


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