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Publications (9)
Technical Note
pdf
This note describes methods to derive employment-to-unemployment transition shares across industries during the COVID-19 pandemic and to use these shares in SOUTHMOD tax-benefit microsimulation models to adjust relevant labour market variables. The first method entails the derivation of industry...
Background Note
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IntroductionThe South African youth wage subsidy started in 2014 to increase employment and create jobs for low-wage youth. The subsidy was temporarily raised in value and expanded to reach more workers due to the COVID-19 pandemic. During the lockdown period, the government used the subsidy to curb...
Technical Note
pdf
This technical note presents a modelling approach used in Lastunen et al. (2021) where tax and benefit policies are scaled to reflect their actual duration during a single calendar year. It can be applied to tax-benefit microsimulation models implemented in the EUROMOD software. The method is...
Technical Note
pdf
This note describes how the counterfactual datasets in the working paper by Lastunen et al. (2021) have been reweighted, for each country analysed, to the ‘pre-crisis’ time point of 31 March 2020. The procedure consists of five main steps. The note forms part of a series of technical notes that...
Background Note
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– Insights from the sub-Saharan African experience
Introduction The COVID-19 pandemic poses important risks for people’s health and economic wellbeing. While the full socio-economic consequences remain uncertain, the pandemic’s impact on the labour market has become an issue of global concern. Especially low-income earners with jobs in precarious...
Background Note
pdf
– The case of Ghana
The first two cases of COVID-19 were reported in Ghana on 12 March 2020 by the health ministry. As a first response, on 15 March all public gatherings were banned, all schools and universities were closed, and on 23 March all of the county's borders were closed. In the interest of public safety, a...
Background Note
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– The case of Kenya
The COVID-19 pandemic has now spread to over 180 countries, including several countries in sub-Saharan Africa.1 Kenya reported its first COVID-19 case on 13 March 2020. By 31 March the number of confirmed cases had risen to 59, with over 70 per cent of infections in Nairobi. As at 22 April 2020, the...
Background Note
pdf
– The case of South Africa
What has the government of South Africa done with respect to COVID-19 measures of mitigation and suppression? The first COVID-19 positive case was confirmed on 5 March 2020. Just ten days later, South Africa had 61 positive cases and President Ramaphosa addressed the country, calling for measures to...
Background Note
pdf
– The case of India
Several countries have enacted lockdown measures in the wake of the COVID-19 pandemic to protect their health systems and reduce the number of mortalities. One of the most extreme national lockdown measures has been taken by the government of India, with over 1.3 billion persons put under a strictly...
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