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Bart Hobijn
Teaching
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
Teaching at Arizona State University: 2015-2021
Teaching
philosophy
and goals
I am not only a scholar of technology adoption. I am also a proponent of the
adoption of technology in the classroom and the adoption of alternative education
technologies beyond the classroom. In light of that, I taught an online course
that was offered as part of ASU’s Earned Admission program. Moreover, I taught
a hybrid undergraduate class on economic datareleases. This was the type of
hybrid class where the lecture materials are online and classroom time is used for
assignments, discussions, and applications. I used this format to teach students
practical current analysis of economic data. The emphasis on the practical side in
this course material reflects my goal to get students in their junior and senior years
ready for the workplace. My classes for PhD students also focused on the more
practical side of the research process. This was to get students out of the mindset
of reading and doing homework into the practice of trial-and-error that is crucial for
doing research.
Awards
2021
Dean’s List for Teaching Impact, Arizona State University, W.P. Carey School of
Business
2020
‘Entrepreneurial Approach to Learning’ Award, Arizona State University,
W.P. Carey School of Business, For innovation in teaching methods and course
development
2017
President’s Award for Innovation, Arizona State University, For innovative online
course in Macroeconomic Principles
Courses
2015–2022 Arizona State University, W.P. Carey School of Business
2020–2021 ECN 411: Analysis of the U.S. economy Hybrid class on current analysis and
datareleases
2018–2020 ECN 503: Global Business Environment (MBA) Macro and business conditions
2018–2021 ASU-EA-ECN 211: Macroeconomic Principles (BA) Online Course on Op en EdX
2017 GFA-ECN 211: Macroeconomic Principles (BA) MOOC on EdX
2015–2021 ECN 715: Topics Class on Research Methods (PhD) Applied research tools
2015–2019 ECN 494: Contemporary Topics in Macroeconomics (BA) Updated to ECN-411
Examples of online teaching materials
Bart Hobijn, Teaching, April 20, 2024, Page 1 of 3