Scholars Share: May 2018
The Graduate Student Association (GSA) and the Graduate College welcome the Drexel community to join us for Scholars Share (formerly Books & Bagels) on Friday, May 25, 2018 at 12:00PM in the Graduate Student Lounge in Main Building, Room 010A (Basement) to hear from current graduate students about their research endeavors and a faculty moderator who will facilitate questions and discussion from the audience. Lunch is provided.
Watch The Recording [YouTube]
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)
Ina Hajdini
PhD in Economics
Department of Economics
LeBow College of Business
Monetary policy behavior in the presence of agents with bounded rationality under a policy regime switch
Summary: One of the strongest assumptions we impose in our macroeconomic models is full rationality of any economic agent, meaning that we are all assumed to have perfect knowledge about the underlying structure of the economy. However, this might be a utopian assumption to make. In my research, I allow agents to have a perception of the economy structure that is slightly different from the real one as long as what they perceive is confirmed by data. This idea is then applied in a monetary policy regime switching framework: for example, it is well-documented that when Miller was substituted as a Fed chair by Volcker, there was a dramatic change in the monetary ruling as well. Preliminary results show that macro variables exhibit excessive persistence as compared to a model where agents are fully knowledgeable of the economy. Such results might be able to explain the extended periods of deflation in Japan, or hyperinflationary episodes in the Latin American countries.
Identifying the type of agents in the economy is important to the policy makers, especially the central banks. The reason why, is that the implied dynamics of important macroeconomic variables, such as inflation or GDP, are highly dependent on the level of the agents’ rationality. Once the central authority understands that consumers and firms have bounded rationality, it can conduct policy in a way that the dynamics are not radically disrupted by the lack of rationality.
Virginia Price
PhD in Physics
Department of Physics
College of Arts and Sciences
Why do women study physics? An analysis of factors of women choosing to major in physics
Summary: It is a well-documented statistic that women are chronically underrepresented in the fields of physics and astronomy. One problem is the recruitment of women into STEM fields. If we can get a picture of what drives women to pursue degrees in physics, it can inform how we engage women in physics and other STEM fields. We examine a dataset collected from the 2015-2016 Conferences for Undergraduate Women in Physics (CUWiP). Attendees filled out a pre-conference survey including a question asking about the path and influences that led them to choose physics as a course of study. Preliminary results show a strong dependence on people, such as parents, teachers, and professors. Respondents also showed heavy biases towards interest in related STEM fields such as math or engineering.