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Calla Hummel, "Why Informal Workers Organize: Contentious Politics, Enforcement, and the State" (Oxford UP, 2022)

New Books in Sociology

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Exploring Machine Learning for Informal Worker Identification

The chapter delves into the methodology of using machine learning algorithms to identify likely informal workers in survey data, emphasizing the challenges faced with misclassifications. It discusses the importance of diverse analyses and interdisciplinary insights in complementing traditional regression models due to data limitations. The speaker highlights the significance of understanding informal workers' needs and desires for effective policymaking and program design.

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