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333m Children Live In Abject Poverty Globally – World Bank

333m Children Live In Abject Poverty Globally – World Bank
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Machine Learning Imputation of High Frequency Price Surveys in Papua New Guinea

Capabilities to track fast-moving economic developments re-main limited in many regions of the developing world. This complicates prioritizing policies aimed at supporting vulnerable populations. To gain insight into the evolution of fluid events in a data scarce context, this paper explores the ability of recent machine-learning advances to produce continuous data in near-real-time by imputing multiple entries in ongoing surveys. The paper attempts to track inflation in fresh produce prices at the local market level in Papua New Guinea, relying only on incomplete and intermittent survey data. This application is made challenging by high intra-month price volatility, low cross-market price correlations, and weak price trends. The modeling approach uses chained equations to produce an ensemble prediction for multiple pric

333m children live in abject poverty globally

333m children live in abject poverty globally
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Using JOIN for your cross-country labor market analysis

The global Jobs Indicators database (JOIN) database was launched in 2019 to provide easily accessible and standardized indicators for labor market analysis with the goal of providing more reliable insights into the changing nature of jobs, employment structure, job quality, and wages in developing countries.

Global Trends in Child Monetary Poverty According to International Poverty Lines

Global Trends in Child Monetary Poverty According to International Poverty Lines, prepared by the World Bank Group and UNICEF, presents estimated trends in child poverty from 2013 to 2022, based on three international poverty lines: $2.15 (extreme poverty), $3.65 (lower middle income), and $6.85 (upper middle income). An estimated 333 million children globally – or 1 in 6 – live in extreme poverty bearing the brunt of stalled progress on extreme poverty reduction worldwide.

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