CPRD Students on the Market
We are quite proud of the graduate students graduating from our program and on this page we wish to highlight the ones that we have coming out in the market in the upcoming year. This is mostly for them but it is also for us as well as we are honored to be associated with them as they continue their careers in the academy and beyond.
Charles Crabtree
My name is Charles Crabtree. My substantive research focuses on measuring and examining various aspects of repression and discrimination in comparative, American, and international politics. Methodologically, I am interested in research design, machine learning, and experiments. I have published work on these topics in the British Journal of Political Science, Conflict Management and Peace Science, Electoral Studies, International Studies Quarterly, the Journal of Experimental Political Science, the Journal of Peace Research, Political Research Quarterly, Political Analysis, Political Science Research and Methods, PS: Political Science & Politics, Research & Politics, State Politics & Policy Quarterly, and in several other interdisciplinary, sociology, and psychology journals.
My general interest in repression and discrimination has lead to my current research agenda, which centers on the politics of policing. In a series of papers, I examine discrimination in police recruitment and oversight, the political effects of policing, and the effectiveness of domestic security strategies. My desire to better understand the politics of policing motivates my dissertation, a book-length project entitled Unequal Response: A Comparative Study of Police Violence. At the core of this project is a novel theory about public-led discriminatory policing informed, in part, by interviews conducted with domestic security agents. To test this theory, I use a variety of approaches including machine learning, audit and survey experiments, participant observation, and interviews with domestic security agents. My theory and results call into question existing policy interventions aimed at reducing discrimination in policing and contributes to the new interdisciplinary literature on comparative policing that is emerging in political science, sociology, economics, and criminology.
My general interest in repression and discrimination has lead to my current research agenda, which centers on the politics of policing. In a series of papers, I examine discrimination in police recruitment and oversight, the political effects of policing, and the effectiveness of domestic security strategies. My desire to better understand the politics of policing motivates my dissertation, a book-length project entitled Unequal Response: A Comparative Study of Police Violence. At the core of this project is a novel theory about public-led discriminatory policing informed, in part, by interviews conducted with domestic security agents. To test this theory, I use a variety of approaches including machine learning, audit and survey experiments, participant observation, and interviews with domestic security agents. My theory and results call into question existing policy interventions aimed at reducing discrimination in policing and contributes to the new interdisciplinary literature on comparative policing that is emerging in political science, sociology, economics, and criminology.
In a series of studies, I provide new experimental evidence of discrimination in the criminal justice system. This plot shows that American law enforcement administrators (i.e. police chiefs and sheriffs) discriminate against Blacks and Latinos in the context of a common citizen-police interaction - traffic stops. The vertical axis of the plot lists experimental treatments. The horizontal axis denotes the extent to which law enforcement administrators would endorse one of two policing actions: an officer beating a suspect and an officer issuing a speeding ticket. The outcome measures are standardized, so a change along the horizontal axis denotes a change in standard deviations.
Blake Miller
My name is Blake Miller and I am a Political Science and Scientific Computing PhD candidate at the University of Michigan. I will be joining the Dartmouth Program on Quantitative Social Science as a Postdoctoral Fellow in Fall 2018. My work centers on how information is manipulated by political actors to mobilize, influence public opinion, and change political behavior. Much of my work makes use of statistical machine learning methods to analyze political texts. My dissertation explores the political economy of information control in authoritarian regimes, with a focus on the Chinese case. Specifically, my dissertation explores how the Chinese government leverages private companies to aid efforts to restrict access to information, engage in mass surveillance, and selectively repress political opponents.
Outside of my work on information control in China, I am developing new methods for analyzing text as data using supervised machine learning. In co-authored and single-authored work, I demonstrate that active learning approaches to text classification can reduce the time and money spent manually labeling text corpora and has built software tools to facilitate the use of these methods by social scientists. I am also currently working on a project to explore how moral and emotional framing in US news media can mobilize individuals to support violence against outgroups.
Outside of my work on information control in China, I am developing new methods for analyzing text as data using supervised machine learning. In co-authored and single-authored work, I demonstrate that active learning approaches to text classification can reduce the time and money spent manually labeling text corpora and has built software tools to facilitate the use of these methods by social scientists. I am also currently working on a project to explore how moral and emotional framing in US news media can mobilize individuals to support violence against outgroups.
The figure above is a network graph of Chinese government astroturfers and their predicted bureaucratic affiliation. Government astroturfers post propaganda messages disguised as ordinary citizens. These astroturfers and their bureaucratic affiliation are predicted using machine learning methods that leverage network and social metadata in a database of over 60 million Chinese news comments.
Link to CV:
http://www.blakeapm.com/static/resume/blake_miller_cv.pdf
Link to Website:
http://blakeapm.com
Carly Wayne
My name is Carly Wayne and I study international relations with a focus on war and conflict. Specifically, my research investigates the behavioral micro-foundations of political violence. My current projects examine the role of anger and vengeance in political reactions to militant threats, how disjointed decision-making units impact foreign policy formation, and the long-term political consequences of exposure to war and violence. This work is published or forthcoming at a number of journals, including Journal of Conflict Resolution, Journal of Peace Research, European Psychologist, Political Psychology, and Public Opinion Quarterly. My book, The Polythink Syndrome (with Alex Mintz), was awarded the 2016 Alexander George Book Award by the International Society of Political Psychology for best book in the field of political psychology. Though I explore broad cross-national trends in conflict, I also have a regional expertise in the Middle East and Israel-Palestine. My research crosses sub field lines, adapting theories and tools from the fields of American and Comparative Political Behavior to provide insight into how emotional and cognitive processes structure the behavior of both the mass public and political elites in conflict contexts.
In my dissertation work, Risk or Retribution: The Micro-foundations of State Responses to Terror, I interrogate the emotional mechanisms undergirding civilian populations' response to terror threats and how this constrains state policies and incentivizes militant tactics. I theorize that the moral outrage of citizens to terrorism is a crucial mechanism structuring militant group tactics and state counterterror programs. By constraining democratically elected leaders' policy options and encouraging retaliation, public outrage can indirectly fuel terrorism, leading weakened groups to increase their reliance on this easier tactic. To test this theory, I develop a series of four papers, combining experimental approaches with qualitative, formal, and empirical methods. Together, these papers contribute to a deeper understanding of the distinct micro-foundations driving state responses to terrorism, shedding light on key puzzles: why terrorism rarely leads to concessions, why governments seem to ‘overreact’ to terror threats, and why this retaliation may not succeed in reducing terrorism.
In my dissertation work, Risk or Retribution: The Micro-foundations of State Responses to Terror, I interrogate the emotional mechanisms undergirding civilian populations' response to terror threats and how this constrains state policies and incentivizes militant tactics. I theorize that the moral outrage of citizens to terrorism is a crucial mechanism structuring militant group tactics and state counterterror programs. By constraining democratically elected leaders' policy options and encouraging retaliation, public outrage can indirectly fuel terrorism, leading weakened groups to increase their reliance on this easier tactic. To test this theory, I develop a series of four papers, combining experimental approaches with qualitative, formal, and empirical methods. Together, these papers contribute to a deeper understanding of the distinct micro-foundations driving state responses to terrorism, shedding light on key puzzles: why terrorism rarely leads to concessions, why governments seem to ‘overreact’ to terror threats, and why this retaliation may not succeed in reducing terrorism.
As one example of my work, in a series of experimental studies, I find that subjects are more supportive of vengeance after exposure to a terrorist attack, not because they feel more threatened, but, rather, because they believe terrorists deserve it. Preferences for violence in the wake of militant violence thus appear to be driven by a desire for retribution rather than the goal of reducing terrorism in the future. This is shown in the figure below.
Link to CV:
https://drive.google.com/file/d/0B4H8rPzkMGIZbm5YQ3J5LVVUR3c/view?usp=sharing
Link to Website:
www.carlywayne.com
https://drive.google.com/file/d/0B4H8rPzkMGIZbm5YQ3J5LVVUR3c/view?usp=sharing
Link to Website:
www.carlywayne.com
