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E-commerce has developed rapidly in China, and Taobao Villages, which are villages significantly engaged in e-commerce, are prospering in rural areas. E-commerce is fostering entrepreneurship and creating flexible and inclusive employment opportunities, including for women and youth. This paper examines the role of e-commerce participation in household income growth, drawing from a survey of representative Taobao Villages in 2017. The paper presents three main findings. First, e-commerce participation is not random: participation is higher among the households with younger household heads, with secondary education, particularly those with technical and vocational education, urban work experience, and knowledge of e-commerce. Second, e-commerce participation is associated with higher household income, with some indications that participation has a strong positive effect on household incomes. Third, e-commerce appears to yield benefits that are broadly shared among participants in an equitable way in Taobao Villages.

E-Commerce --- Income Growth --- Industrial Clustering --- Inequality --- Poverty Reduction --- Private Sector Development --- Rural Economy

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This paper re-examines the roles of changes in income and inequality in poverty reduction. The study provides estimates of the relative effects of inequality reduction versus growth promotion in reducing poverty for countries with different levels of initial poverty. The analysis uses country panel-data for 1980-2010. The results indicate that, as countries become less poor, inequality-reducing policies are likely to become relatively more effective for poverty reduction than growth-promoting policies. The results indicate that the growth elasticity of poverty reduction either increases or remains constant with the level of initial poverty. Nevertheless, the results also strongly indicate that, as poverty declines, the inequality elasticity of poverty reduction increases faster. Therefore, if the marginal cost of reducing inequality relative to the marginal cost of increasing growth does not increase with lower poverty levels, to accelerate poverty reduction, greater emphasis should be given to equity rather than growth as countries attain higher levels of development.

Arellano Bond Estimator --- Elasticity of Poverty --- Income Growth --- Inequality --- Macroeconomics and Economic Growth --- Rural Poverty Reduction --- Services & Transfers to Poor

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This paper estimates the relationship between initial village inequality and subsequent household income growth for a large sample of households in rural China. Using a rich longitudinal survey spanning the years 1987-2002, and controlling for an array of household and village characteristics, the paper finds that households located in higher inequality villages experienced significantly lower income growth through the 1990s. However, local inequality's predictive power and effects are significantly diminished by the end of the sample. The paper exploits several advantages of the household-level data to explore hypotheses that shed light on the channels by which inequality affects growth. Biases due to aggregation and heterogeneity of returns to own-resources, previously suggested as candidate explanations for the relationship, are both ruled out. Instead, the evidence points to unobserved village institutions at the time of economic reforms that were associated with household access to higher income activities as the source of the link between inequality and growth. The empirical analysis addresses a number of pertinent econometric issues including measurement error and attrition, but underscores others that are likely to be intractable for all investigations of the inequality-growth relationship.

Access to Finance --- Annual Growth --- Credit Market --- Dynamic Panel --- Economic Reforms --- Empirical Analysis --- Enterprises --- Finance and Financial Sector Development --- Household Income --- Income Growth --- Inequality --- Poverty Impact Evaluation --- Poverty Reduction --- Rural Inequality --- Rural Poverty Reduction --- Services & Transfers to Poor --- Villages

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This paper estimates the relationship between initial village inequality and subsequent household income growth for a large sample of households in rural China. Using a rich longitudinal survey spanning the years 1987-2002, and controlling for an array of household and village characteristics, the paper finds that households located in higher inequality villages experienced significantly lower income growth through the 1990s. However, local inequality's predictive power and effects are significantly diminished by the end of the sample. The paper exploits several advantages of the household-level data to explore hypotheses that shed light on the channels by which inequality affects growth. Biases due to aggregation and heterogeneity of returns to own-resources, previously suggested as candidate explanations for the relationship, are both ruled out. Instead, the evidence points to unobserved village institutions at the time of economic reforms that were associated with household access to higher income activities as the source of the link between inequality and growth. The empirical analysis addresses a number of pertinent econometric issues including measurement error and attrition, but underscores others that are likely to be intractable for all investigations of the inequality-growth relationship.

Access to Finance --- Annual Growth --- Credit Market --- Dynamic Panel --- Economic Reforms --- Empirical Analysis --- Enterprises --- Finance and Financial Sector Development --- Household Income --- Income Growth --- Inequality --- Poverty Impact Evaluation --- Poverty Reduction --- Rural Inequality --- Rural Poverty Reduction --- Services & Transfers to Poor --- Villages

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This paper evaluates the degree of consumption insurance enjoyed by Latin American and Caribbean countries, with respect to various reference areas, by estimating a parameter expressing the sensitivity of a country's consumption growth to a measure of idiosyncratic shocks to income. The paper surveys common econometric implementations of "consumption insurance tests." The author proposes some econometric procedures in order to detect the actual presence of international risk sharing, as well as to assess the relative impact of idiosyncratic versus aggregate shocks. The evidence suggests that Latin American and Caribbean economies have been hit by non-diversifiable income shocks, that idiosyncratic risk is relatively more important than aggregate risk, and that some countries in the region appear to enjoy a certain amount of international risk diversification. The paper also identifies some macroeconomic factors that may be responsible for a higher or lower degree of risk pooling (such as international openness, financial depth, and credit availability). The findings show that the financial development of an economy is a crucial factor in determining the amount of risk sharing opportunities, as well as public expenditure. The preliminary results also suggest that trade openness and shocks to terms of trade play an important role in determining the degree of insurability of such risks.

Aggregate consumption --- Aggregate income --- Consumption --- Consumption growth --- Currencies and Exchange Rates --- Domestic consumption --- Economic Theory and Research --- Finance and Financial Sector Development --- Financial Intermediation --- Growth rates --- Income growth --- Inequality --- Levels of investments --- Macroeconomics and Economic Growth --- National income --- Poverty Reduction --- Public expenditure --- Trade openness