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Bart Hobijn
Homepage
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
Disclaimer
This is my personal homepage with information about my research and content curated by me. I
also have an official webpage at the Chicago Fed. All opinions expressed on this website are my
own and not necessarily those of organizations I am, or have been, affiliated with.
Content
Research Research agenda, list of publications, related files, and press coverage
Teaching Teaching philosophy and goals and list of courses taught
Academic bio Short bio describing academic interests and contributions
Speeches Speeches and interviews for non-academic audiences
Minilectures Videos and slides about my research and policy topics.
CV Interactive curriculum vitae. CV in PDF format available here
Recent Developments
Presentation
The Loose Concept of Labor-Market Slack, November 3, 2023, Congressional
Budget Office, Panel of Economic Advisers
Slack-dash
Labor-Market Slack-Dash Kineograph, Visualization of evolution of labor-market
“slack” from a large menu of indicators. October 19, 2023.
Latest Working Papers and Publications
2024
Barlevy, Gadi et al. (2024). “The Shifting Reasons for Beveridge-Curve Shifts”. In:
Journal of Economic Perspectives Spring, pp. –.
Bonam, Dennis and Bart Hobijn (2024). Downward Price Rigidities and Inflationary
Relative Demand Shocks. Working Paper Series WP 2024-11. Federal Reserve Bank
of Chicago.
Hobijn, Bart and Robert S. Kaplan (2024). “Occupational Switching During the
Second Industrial Revolution”. In: Economics Letters.
2023
Ahn, Hie Joo, Bart Hobijn, and Ay¸seg¨ul
S¸
ahin (2023). The Dual U.S. Labor Market
Uncovered. Working Paper 31241. National Bureau of Economic Research.
Bart Hobijn, Homepage, April 20, 2024, Page 1 of 1