A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Economic Resilience of Regions under Crises: A Study of the Australian Economy
Courvisanos J., Jain A. and Mardaneh K. Economic resilience of regions under crises: a study of the Australian economy, Regional Studies. Identifying patterns of economic resilience in regions by industry categories is the focus of this paper. Patterns emerge from adaptive capacity in four distinct functional groups of local government regions in Australia, in respect of their resilience from shocks on specific industries. A model of regional adaptive cycles around four sequential phases – reorganization, exploitation, conservation and release – is adopted as the framework for recognizing such patterns. A data-mining method utilizes a k-means algorithm to evaluate the impact of two major shocks – a 13-year drought and the Global Financial Crisis – on four functional groups of regions, using census data from 2001, 2006 and 2011.
Economic Resilience of Regions under Crises: A Study of the Australian Economy
Courvisanos J., Jain A. and Mardaneh K. Economic resilience of regions under crises: a study of the Australian economy, Regional Studies. Identifying patterns of economic resilience in regions by industry categories is the focus of this paper. Patterns emerge from adaptive capacity in four distinct functional groups of local government regions in Australia, in respect of their resilience from shocks on specific industries. A model of regional adaptive cycles around four sequential phases – reorganization, exploitation, conservation and release – is adopted as the framework for recognizing such patterns. A data-mining method utilizes a k-means algorithm to evaluate the impact of two major shocks – a 13-year drought and the Global Financial Crisis – on four functional groups of regions, using census data from 2001, 2006 and 2011.
Economic Resilience of Regions under Crises: A Study of the Australian Economy
Courvisanos, Jerry (author) / Jain, Ameeta (author) / K. Mardaneh, Karim (author)
Regional Studies ; 50 ; 629-643
2016-04-02
15 pages
Article (Journal)
Electronic Resource
English
Evolutionary theory , Resilient regions and industries , Economic shocks , Data mining , Measure of adaptability , k-means algorithm , 演化理论 , 恢復性区域与产业 , 经济冲击 , 数据挖掘 , 调适力测量 , k-平均演算法 , Théorie évolutionniste , Régions et industries résilientes , Chocs économiques , Exploration de données , Capacité d'adaptation , Algorithme des k-moyennes , Evolutionäre Theorie , Resiliente Regionen und Branchen , Wirtschaftsschocks , Datengewinnung , Messung der Anpassungsfähigkeit , k-Means-Algorithmus , Teoría evolucionaria , Regiones e industrias resilientes , Choques económicos , Extracción de datos , Medida de adaptación , Algoritmo k-means , B52 , O18 , O30 , R11
Economic Resilience of Regions under Crises: A Study of the Australian Economy
| Online Contents | 2016
Economic Resilience of Regions under Crises: A Study of the Australian Economy
| Online Contents | 2015
Regional economic resilience: insights from five crises
| Taylor & Francis Verlag | 2024
The economic resilience scorecard: regional policy responses for crises recovery
| Taylor & Francis Verlag | 2024