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Publications (9)
Technical Note
pdf
This technical note describes how the 2015 Social Accounting Matrix (SAM) for Mozambique was updated. New Household Budget Survey data availability, changes in the economic structure as captured by the underlying Supply and Use Tables and National Accounts as well as the frequency of previous SAM...
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
pdf
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 note sets out two different methods on how to adjust incomes in the microdata underlying the standard SOUTHMOD models to reflect a sudden shock, in this case the COVID-19 shock, as done in the accompanying working paper by Lastunen et al. (2021). The note first describes how industry-specific...
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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– The South African experience
Introduction: data for development Globally, one of the key factors associated with increasing use of data to inform policy-making has been the increased availability of new administrative data sources. In 2014, the National Treasury of South Africa (NT) pioneered the development of new tax...
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...
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