A composite inherent resilience index for Zimbabwe: An adaptation of the disaster resilience of place model. (15th April 2021)
- Record Type:
- Journal Article
- Title:
- A composite inherent resilience index for Zimbabwe: An adaptation of the disaster resilience of place model. (15th April 2021)
- Main Title:
- A composite inherent resilience index for Zimbabwe: An adaptation of the disaster resilience of place model
- Authors:
- Mavhura, Emmanuel
Manyangadze, Tawanda
Aryal, Komal Raj - Abstract:
- Abstract: Building resilience to disasters has become a strategic goal of many risk reduction programs across the globe. This is because resilience ensures that communities develop capacities which prevent or minimise loses to disasters. In view of this, there is need to develop a baseline that tracks changes in resilience through time. This study responded to this gap in Zimbabwe by developing composite resilience indices (CRI) using 26 variables that reflected 5 subdomains of resilience: community capital, economic, infrastructure, social and health. The CRI were then used to map the spatial variation of resilience across 91 districts. The results show that the majority of the districts with below moderate resilience are mainly rural and marginalised, while the most resilient districts emerged in urban areas where service provision and infrastructure are better developed. These findings were further subjected to factor analyses which deconstructed the overall CRI and identified six latent factors behind resilience: infrastructure, health, household head, and income, access to maize and fortified food. These factors were mapped in a GIS environment to show their geographic variation in the country. Furthermore, Moran's Index and the Getis Ord Gi* statistical tests were applied to determine clusters of resilience across space. Results confirmed the spatial clustering of CRI. The results are therefore, useful in planning mitigation, response and preparedness measures acrossAbstract: Building resilience to disasters has become a strategic goal of many risk reduction programs across the globe. This is because resilience ensures that communities develop capacities which prevent or minimise loses to disasters. In view of this, there is need to develop a baseline that tracks changes in resilience through time. This study responded to this gap in Zimbabwe by developing composite resilience indices (CRI) using 26 variables that reflected 5 subdomains of resilience: community capital, economic, infrastructure, social and health. The CRI were then used to map the spatial variation of resilience across 91 districts. The results show that the majority of the districts with below moderate resilience are mainly rural and marginalised, while the most resilient districts emerged in urban areas where service provision and infrastructure are better developed. These findings were further subjected to factor analyses which deconstructed the overall CRI and identified six latent factors behind resilience: infrastructure, health, household head, and income, access to maize and fortified food. These factors were mapped in a GIS environment to show their geographic variation in the country. Furthermore, Moran's Index and the Getis Ord Gi* statistical tests were applied to determine clusters of resilience across space. Results confirmed the spatial clustering of CRI. The results are therefore, useful in planning mitigation, response and preparedness measures across the country. … (more)
- Is Part Of:
- International journal of disaster risk reduction. Volume 57(2021)
- Journal:
- International journal of disaster risk reduction
- Issue:
- Volume 57(2021)
- Issue Display:
- Volume 57, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 57
- Issue:
- 2021
- Issue Sort Value:
- 2021-0057-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-04-15
- Subjects:
- Composite resilience index (CRI) -- Disaster -- District -- Resilience -- Variables -- Zimbabwe
Emergency management -- Periodicals
Risk management -- Periodicals
Disaster relief -- Periodicals
Hazard mitigation -- Periodicals
363.34 - Journal URLs:
- http://www.sciencedirect.com/science/journal/22124209/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.ijdrr.2021.102152 ↗
- Languages:
- English
- ISSNs:
- 2212-4209
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
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- 23007.xml