Guest Author

Sifan Liu

Former Senior Research Analyst – Brookings Metro

Sifan Liu is a former Senior Research Analyst in the Brookings Metropolitan Policy Program. Liu conducted research on policies and practices that drive inclusive local economic development. Liu has led analytical work on the impact of COVID-19 on small business owners, the role of high-growth startups in regional prosperity, the local value of economic development incentives, and the labor market impacts of digitalization.

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