This dissertation studies the limitations of incentive design in organizations and how they lead to inefficient outcomes. Chapter 1 studies how a coalition coordinates its members when they freely join and leave. It characterizes the conditions under which such coordination prevents the coalition from forming in the first place. In...
This dissertation contains three essays that study the operational challenges in healthcare-related fields. We strive to integrate analytical modeling and empirical methods to study decision-making under uncertainty for practice- and data-driven problems. We use large-scale datasets (millions) gathered from years of data collection. To gain access to these proprietary data,...
Enzyme substrate promiscuity has significant implications for metabolic engineering. The ability to predict the space of possible enzymatic side reactions is crucial for elucidating underground metabolic networks in microorganisms, as well as harnessing novel biosynthetic capabilities of enzymes to produce desired chemicals. Reaction rule-based cheminformatics platforms have been implemented to...
Chimeric antigen receptor (CAR) T-cell therapies marry advances in cellular engineering with personalized medicine to provide patient-specific, targeted cancer treatments. Though current CAR T-cell therapies successfully target blood cell cancers, treating solid tumors has proven to be more challenging. Solid-tumor CAR designs must overcome several challenges, including tumor microenvironment barriers...
Political stability is fundamental for economic development. Understanding the determinants and consequences of political stability is thus an important topic in development economics and political economy. This dissertation studies how political or economic instability influences economic development and, in turn, how economic factors influence political stability. In Chapter 1, I...
This thesis describes an exploratory project to develop a highly non-traditional approach to devise novel test methods for characterizing the properties of materials that are essential to the design of sustainable and resilient infrastructure, particularly naturally occurring materials such as soils and rocks. The central idea is that the material...
Regardless of where refugees are hosted, they require political knowledge of rights, restrictions, responsibilities, and the governance actors and processes who decide and uphold these. This knowledge enables refugees to comply with national laws, benefit from rights and protections, avoid rights-based exploitations and harms, and pursue life with dignity in...
Emotional processing deficits are characteristic of psychotic disorders such as schizophrenia. However, impairments as such are not well understood prior to the onset of psychosis among individuals at clinical high-risk (CHR). This dissertation draws from prominent theories of emotion in schizophrenia and seeks to investigate the experience and expression of...
This dissertation comprises three essays that study dynamic decisions under uncertainty--in particular, ambiguity. The first two chapters develop new decision models that emphasize the role of making statistical inferences in decisions. The third chapter highlights, in the context of persuasion, how different decision models can lead to distinct conclusions in...
The NLRP3 inflammasome is a multi-protein complex that drives sterile and pathogen-dependent inflammation. Activation of the NLRP3 inflammasome occurs in two steps: priming and activation. Priming occurs in response to an inflammatory stimulus, such as LPS. LPS-primed macrophages are subsequently activated by a second stimuli, most of which require K+...