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Bart Hobijn
Minilectures
Federal Reserve Bank of Chicago
230 S La Salle St
Chicago, IL 60604, USA
+1-312-322-8103
# bart.hobijn@barthobijn.net
www.barthobijn.net
April 20, 2024
The following links are to lectures that cover my research papers or policy questions that I have
analyzed. Each lecture consists of a video and a set of matching slides.
Lectures
2022 Missing Workers and Missing Jobs Since the Pandemic
2021 Maximum Employment and the Participation Cycle
2020
The Intensive and Extensive Margins of Real Wage Adjustment - COVID recession
2018 The Supply-Side Origins of Inflation
2018 On the Sources of Slow Wage Growth on Both Sides of the Atlantic
2016 Inflation and Inequality
Bart Hobijn, Minilectures, April 20, 2024, Page 1 of 1