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Publications (8)
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– Estimating the impact of pandemic job loss on poverty in South Africa
Up-to-date, nationally representative household income/expenditure data are crucial to estimating poverty during the COVID-19 pandemic and to policy-making more broadly, but South Africa lacks such data. We present new pandemic poverty estimates, simulating incomes in pre-pandemic household surveys...
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This paper explores the impact of the first wave of the COVID-19 pandemic in South Africa on income poverty and inequality in South Africa. Using a static tax–benefit microsimulation model with input datasets that were adjusted to reflect people’s earned incomes just before the pandemic (March 2020)...
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– A gender comparison
This study considers how household composition influences the leisure time of men and women in South Africa, using the South African 2010 Time Use Survey. Studying leisure time is important since the allocation of time outside the market provides insights into market behaviour and physical and...
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– Unpacking the distributional effects of medical expenditure considerations in South Africa
The recent National Health Insurance White Paper proposes redirection of medical tax credits revenue towards the financing of the national health insurance.This raises critical questions about the impact on affordability for the poor as well as fundamental legal implications. The 2012 tax reforms...
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Interest in industrial hemp has revived in the past 20 years. Malawi is considering legalizing the cultivation of industrial hemp as an alternative cash crop to tobacco with great potential.This study considers the potential and challenges of creating an industrial hemp value chain between South...
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– Evidence from firm-level data
Using comprehensive, anonymized tax administrative data for the 2008–14 period, we examine firm-level productivity in South Africa. Measures of firm-level productivity are included in a spatial autoregressive model that assesses spillovers from total factor productivity originating from...
Working Paper
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– The role of innovation and exports
This paper investigates the effect of innovation on employment growth at the firm level in South Africa. Innovation is typically associated with better export performance at the firm level due to productivity enhancements and new products. However, the link between innovation and employment is more...
Working Paper
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– Investment, profitability, and leverage
Employing the difference-in-differences technique, this study examines the impact of the Employment Tax Incentive programme on a large sample of South African firms from 2011 to 2016. It finds that programme firms expanded investments by 4.8 per cent, and profits by 5.7 per cent. Consistent with the...
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