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– But not without some unintended results
About three years have passed since the South African government introduced the COVID-19 Temporary Employer-Employee Relief Scheme (TERS) in response to the pandemic and associated lockdown regulations. Given the extent of unemployment in South Africa even prior to the pandemic, the policy’s primary...
Working Paper
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– Evidence from South Africa
Wage subsidies served as a dominant labour market policy response around the world to mitigate job losses in response to the COVID-19 pandemic. However, no causal evidence of their effects exists for developing countries.We use unique panel labour force survey data and exploit a temporary...
Working Paper
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– An analysis using tax-benefit microsimulation modelling
Establishing an equitable and efficient tax system is essential for reducing poverty, combating inequality, and fostering sustainable economic growth. Rwanda’s government has recognized this and implemented significant changes to the personal income tax schedule for 2023 and 2024 as part of broader...
Working Paper
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– Evidence from Ecuadorian administrative data
This paper aims to assess the extent to which top earners in Ecuador were affected by the COVID-19 crisis compared to other segments of the population.Our analysis uses administrative data for individuals affiliated to social security between January 2019 and December 2021. We identify the top 10, 1...
Working Paper
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We analyse the social protection policy response to COVID-19 and its impact on household incomes in Uruguay during 2020 and 2021, based on static microsimulation methods. From the onset of the crisis, the Uruguayan government implemented adjustments to existing social protection policies as well as...
Working Paper
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– Evidence from South Africa during the COVID-19 pandemic
Wage subsidies have served as a primary labour market policy used around the world to mitigate job losses in response to the COVID-19 pandemic. In South Africa, where unemployment is among the highest globally, the Temporary Employer–Employee Relief Scheme supported millions of workers in a far...
Working Paper
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Low- and middle-income countries face a trade-off between raising tax revenue to strengthen social protection and creating incentives for the population to enter formal employment. However, empirical evidence on labour supply elasticities in the presence of informal employment remains scarce. This...
Technical Note
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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...
Technical Note
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This technical note presents one of the modelling approaches used in Jara and Rattenhuber (2022) to estimate formal employment elasticities, namely the estimation of a discrete choice model of labour supply with informal employment. The approach makes use of ECUAMOD, the tax-benefit model for...
Millions of Africans lost their jobs as a result of the coronavirus pandemic, but state social security systems were of little help to people who lost their income.This is the conclusion of a study conducted by the United Nations University World Institute for Development Economics Research, UNU...
Moçambique reportou o seu primeiro caso da COVID-19 em 22 de Março de 2020. As estimativas do PIB sugerem um forte efeito da pandemia, com uma redução de sete dos nove dos sectores de actividade analisados. No entanto, o sector agrícola – um dos mais importantes – registou um aumento de 9%, que pode...
Working Paper
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– A microsimulation analysis on selected African countries
Although the effect of fiscal drag is well studied in the industrialized world, empirical evidence from developing economies remains limited. Against this backdrop, this study aims to explore the effect of fiscal drag on income distribution and work incentives. To this end, the study employs...
Tanzania, similar to most sub-Saharan countries, reported its first COVID-19 cases in March 2020. While GDP estimates suggest that the economy was less hard hit than in other African countries, some sectors have nevertheless experienced negative growth. Even with contained GDP contractions in 2020...
In 2020, the first wave of the COVID-19 pandemic caused an economic crisis that disrupted the Ugandan labour market. How large were the associated income losses across different industries and population groups? To what extent did the general tax-benefit system mitigate the adverse effects of the...
The first cases of COVID-19 in sub-Saharan Africa were reported in March 2020, and the impact of the pandemic has since rippled through the world and Africa. In response to the crisis and similarly to many of its peers, Ghana has enacted a variety of containment measures to confront the pandemic...
Mozambique reported its first case of COVID-19 on 22 March 2020. GDP estimates suggest a strong pandemic effect, with a reduction in seven of nine business sectors analysed. However, the agriculture sector, one of the most important, experienced a 9% increase, which may have cushioned the pandemic...
In summer 2020 the SOUTHMOD team set out, with partners, to analyse the impact of government policies on protecting households from getting poorer and avoiding societies from becoming more unequal. Now we are releasing a cross-country comparative study that analyses the distributional effects of the...
Zambia’s economic growth has been flattening over the past decade. In 2020 economic prospects further worsened, following the onset of the pandemic, rising debt, and the Eurobond default. In this unprecedented scenario, there is the need to examine impacts on welfare and the mitigation role taxes...
Working Paper
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This paper analyses the distributional effects of the COVID-19 pandemic and related tax-benefit measures in 2020 in a cross-country comparative perspective for five African countries: Ghana, Mozambique, Tanzania, Uganda, and Zambia. We first estimate the impact of the crisis on disposable incomes...
Technical Note
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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
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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...
Technical Note
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This note, which forms part of a series of technical notes that complement Lastunen et al. (2021), reports the approach used to derive shocks to household expenditures from shocks at the individual-level labour incomes. Its structure is composed by six different parts that describe the technique...
Technical Note
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This technical note has been produced alongside a WIDER working paper assessing the effects on income inequality and income tax simulations of adjusting top incomes of employees in survey data based on administrative tax records in Ecuador. The paper and the technical note are based on ECUAMOD...
Technical Note
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This note has been produced alongside a WIDER working paper assessing the effect of the Unemployment Insurance benefit on income protection in Ecuador. The aim of this note is to describe the methodology used to assess the effect of the Unemployment Insurance through the simulation of transitions...
Working Paper
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– Imputing employment income in Tanzania and Zambia
The quality of data on employment income is explored using Tanzanian and Zambian household survey datasets. The extent of missing and implausible income data is assessed and four different methods are applied to impute missing or implausible values. The four imputation methods are also applied to...
– The role of tax and benefit policies in alleviating poverty and inequality
As the crisis caused by the COVID-19 pandemic evolves, developing nations are struggling to deliver economic assistance and public services to their citizens, under pressures of fiscal constraints and tax revenue losses. To help governments in the developing world navigate through the crisis, it is...
Displaying 26 of 26 results