{
  "title": "How COVID-19 Will Increase Inequality in Emerging Markets and Developing Economies",
  "publication": "IMF Blog, October 29, 2020",
  "sourceUrl": "https://www.imf.org/en/blogs/articles/2020/10/29/blog-how-covid-19-will-increase-inequality-in-emerging-markets-and-developing-economies",
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  "summary": "Authors: Gabriela Cugat, Futoshi Narita",
  "sections": [
    {
      "heading": "Overview",
      "content": "- Authors: Gabriela Cugat, Futoshi Narita\n- Date: October 29, 2020\n- Summary: Emerging markets and developing economies made sustained gains in poverty reduction and life expectancy in the two decades before COVID-19, but many struggled to reduce income inequality, faced high shares of inactive youth, wide inequality in education, and large gender gaps in economic opportunities. The COVID-19 crisis risks reversing much of the progress and widening the gap between rich and poor."
    },
    {
      "heading": "Impact of where you work",
      "content": "- Key facts used to estimate effect on inequality:\n  - Ability to work from home is lower among low-income workers than for high-income earners.\n  - Sectors with activities more likely to be performed from home experienced smaller employment reductions (evidence from the United States).\n- Implication:\n  - Lower-income workers were less likely to be able to work from home and more likely to lose their jobs, worsening the income distribution."
    },
    {
      "heading": "Methodology and distributional effect",
      "content": "- Approach:\n  - Use the IMF’s GDP growth projections for 2020 as a proxy for aggregate decrease in income.\n  - Distribute this loss across income brackets in proportion to their ability to work from home.\n  - Compute a post-COVID summary measure of income distribution (Gini coefficient) for 2020 for 106 countries and compute the percent change.\n- Interpretation of Gini:\n  - The higher the Gini coefficient, the greater the inequality, with high-income individuals receiving much larger percentages of total income.\n- Findings:\n  - The estimated effect from COVID-19 on the income distribution is much larger than that of past pandemics.\n  - The analysis shows that the average Gini coefficient for emerging market and developing economies will rise to 42.7, which is comparable to the level in 2008.\n  - The impact would be larger for low-income developing countries despite slower progress since 2008."
    },
    {
      "heading": "Welfare implications",
      "content": "- Welfare measure:\n  - Combines information on consumption growth, life expectancy, leisure time, and consumption inequality (goes beyond GDP).\n- Historical change:\n  - From 2002 to 2019, emerging markets and developing economies enjoyed welfare growth of almost 6 percent, which is 1.3 percentage points higher than per capita real GDP growth.\n  - The increase was mostly due to improvements in life expectancy.\n- Pandemic effect:\n  - The pandemic could reduce welfare by 8 percent in emerging markets and developing countries.\n  - More than half of this reduction stems from the excess change in inequality as a result of a person’s ability to work from home.\n  - These estimates do not reflect any income redistribution measures after the pandemic, meaning policy actions can dampen the effect on inequality and welfare."
    },
    {
      "heading": "Policy recommendations",
      "content": "- Support labor market transitions:\n  - Invest in retraining and reskilling programs to boost reemployment prospects for adaptable workers whose job duties may see long-term changes.\n- Expand digital and financial inclusion:\n  - Expand access to the internet and promote financial inclusion for an increasingly digital world of work.\n- Strengthen social insurance and leave policies:\n  - Relax eligibility criteria for unemployment insurance and extend paid family and sick leave to cushion job impacts.\n- Protect social assistance:\n  - Maintain social assistance in the form of conditional cash transfers, food stamps, and nutrition and medical benefits for low-income households; avoid premature withdrawal.\n- Rationale:\n  - These measures are essential for keeping the inequality gap from widening further and for preventing decades of hard-won gains from being lost."
    },
    {
      "heading": "Collaboration note",
      "content": "- The blog draws on research conducted under a research collaboration on macroeconomic policy in low-income countries supported by the United Kingdom’s Foreign, Commonwealth and Development Office (FCDO).\n- The views expressed do not necessarily represent the views of the FCDO.\n\nSource: IMF blog post “How COVID-19 Will Increase Inequality in Emerging Markets and Developing Economies,” October 29, 2020.\n\n---\n\n\n References\n\n- عربي\n- 日本語,\n- Português\n- World Economic Outlook\n- study\n\nSource: https://www.imf.org/en/blogs/articles/2020/10/29/blog-how-covid-19-will-increase-inequality-in-emerging-markets-and-developing-economies"
    }
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    "Authors: Gabriela Cugat, Futoshi Narita",
    "Published: October 29, 2020",
    "Authors: Gabriela Cugat, Futoshi Narita",
    "Date: October 29, 2020",
    "Summary: Emerging markets and developing economies made sustained gains in poverty reduction and life expectancy in the two decades before COVID-19, but many struggled to reduce income inequality, faced high shares of inactive youth, wide inequality in education, and large gender gaps in economic opportunities. The COVID-19 crisis risks reversing much of the progress and widening the gap between rich and poor.",
    "Key facts used to estimate effect on inequality:",
    "Implication:",
    "Approach:",
    "Interpretation of Gini:",
    "Findings:",
    "Welfare measure:",
    "Historical change:",
    "Pandemic effect:",
    "Support labor market transitions:",
    "Expand digital and financial inclusion:",
    "Strengthen social insurance and leave policies:",
    "Protect social assistance:",
    "Rationale:",
    "The blog draws on research conducted under a research collaboration on macroeconomic policy in low-income countries supported by the United Kingdom’s Foreign, Commonwealth and Development Office (FCDO).",
    "The views expressed do not necessarily represent the views of the FCDO.",
    "[عربي](https://www.imf.org/ar/News/Articles/2020/10/29/blog-how-covid-19-will-increase-inequality-in-emerging-markets-and-developing-economies)",
    "[日本語,](https://www.imf.org/ja/News/Articles/2020/10/29/blog-how-covid-19-will-increase-inequality-in-emerging-markets-and-developing-economies)",
    "[Português](https://www.imf.org/pt/News/Articles/2020/10/29/blog-how-covid-19-will-increase-inequality-in-emerging-markets-and-developing-economies)",
    "[World Economic Outlook](https://www.imf.org/en/Publications/WEO/Issues/2020/09/30/world-economic-outlook-october-2020)",
    "[study](https://www.imf.org/en/Publications/WP/Issues/2020/06/12/Who-will-Bear-the-Brunt-of-Lockdown-Policies-Evidence-from-Tele-workability-Measures-Across-49479)"
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