V. Joseph Hotz – författare
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2 produkter
2 produkter
Inbunden, Engelska, 2026
1 840 kr
Kommande
A necessary exploration into the mechanics of data privacy protections within empirical social science research.The explosion of computational power and data availability has revolutionized empirical social science research, but it has also created unprecedented challenges for protecting the privacy of individuals and businesses. As computational tools make it increasingly possible to breach data anonymity in government surveys by combining the survey data with additional information from external sources, statistical agencies face mounting pressure to develop new privacy protection methods while maintaining data quality essential for research and policymaking. This volume explores how innovations in data privacy protection, including differential privacy and synthetic data methods, affect the conduct of empirical analysis in economics, computer science, and statistics. Contributors explore critical questions about the trade-offs between privacy and data usability: How do new protection methods impact statistical inference and parameter estimation? What standards should data providers adopt? The chapters examine frameworks for characterizing privacy protection, disclosure limitation challenges for survey data, methodological innovations for privacy-preserving statistical analysis, regulatory considerations in modern data governance, and strategies for balancing confidentiality with research access.This volume provides researchers, statistical agencies, and policymakers with essential guidance for navigating the complex landscape where data protection meets scientific inquiry.
Häftad, Engelska, 2026
363 kr
Tillfälligt slut
Federal tax credits are among the nation's most powerful tools for reducing child poverty. Temporary expansions of the Earned Income Tax Credit (EITC) and Child Tax Credit (CTC) under the American Rescue Plan Act of 2021 demonstrated the scale of impact these policies can have, lifting more than 2 million children above the poverty line and showing that alternative designs could reduce child poverty even further.Pathways to Reduce Child Poverty: Impacts of Federal Tax Credits provides an in-depth assessment of how these credits worked in 2021, what effects they had across different groups of children, and the potential trade-offs of long-term policy options. Developed by a committee of experts, the report offers evidence-based insights for policymakers, funders, researchers, and advocates. It highlights how different credit designs could shape children's well-being, employment incentives, and fiscal costs, and points to opportunities for future research to strengthen policy decisions.