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Chris Redl and Sandile Hlatshwayo
We produce a social unrest risk index for 125 countries covering a period of 1996 to 2020. The risk of social unrest is based on the probability of unrest in the following year derived from a machine learning model drawing on over 340 indicators covering a wide range of macro-financial, socioeconomic, development and political variables. The prediction model correctly forecasts unrest in the following year approximately two-thirds of the time. Shapley values indicate that the key drivers of the predictions include high levels of unrest, food price inflation and mobile phone penetration, which accord with previous findings in the literature.
Khalid ElFayoumi, Ms. Izabela Karpowicz, Ms. Jenny Lee, Ms. Marina Marinkov, Ms. Aiko Mineshima, Jorge Salas, Andreas Tudyka, and Ms. Andrea Schaechter
Many European economies have faced pressure from rental housing affordability that has widened social and economic divergence. While significant country and regional differences exist, this departmental paper finds that in many advanced European economies a large and rising share of low-income renters, the young, and those living in cities is overburdened. In several locations, middle-income groups also increasingly face rental affordability issues.
Mr. Simon Johnson and Ms. Priscilla S Muthoora
In this paper, we review the role of the political economy in inclusive growth. We find that political economy forces on the demand and supply side have weakened redistribution over time and contributed to a new wave of populism. We document growing support for a rethink of the social contract to make growth more inclusive and discuss some of its broad elements.