Innovation Opportunities and Risks

Entrepreneurial strategies to cope with dynamic environments are becoming increasingly important globally with the heightened technological and institutional disruptions in the recent and coming years. These dynamic environments are usually characterized by high velocity, complexity, ambiguity and unpredictability, creating additional challenges for entrepreneurs to find and realize opportunities Read More

Supervised machine learning algorithms fail to perform well in the presence of endogeneity in the explanatory variables. In this paper, we borrow from literature on partial identification to propose deep causal inequalities that overcomes this issue. Read More

Providing access to cleaner and cheaper lighting solutions is necessary to lift people out of poverty. The magnitude of the economic, health, and educational impacts created by these lighting solutions as we move up the energy ladder, however, is not clear. Read More

The goal of this project is to study how mutual funds and ETFs compete for investors’ capital. The current mainstream view appears to be that ETFs are cheaper, more tax-efficient, transparent and easier to trade than mutual funds, hence better for investors. Is this universally true for different investor types, and are mutual funds simply ...Read More

This project examines destigmatization, or “the process by which low-status groups gain recognition and worth.” Destigmatization of identity is a central goal of egalitarian social movements. Yet destigmatization represents a paradox because while destigmatization benefits identity groups as a whole and creates opportunities for many individual members, organizations perceived as belonging that identity group may ...Read More

We propose to develop and validate a model that uses automatically extracted, high-dimensional sentence embeddings to predict the likeability and memorability of new and existing slogans. Read More

The first study aims to investigate the online data network, in which personal information flows between websites, in order to analyze which privacy policy interventions would be most effective. The second study focuses on individual household’s internet browsing behavior and analyzes vulnerability of different socioeconomic groups to privacy violating data collection activities. Read More

Climate change will increase extreme weather events such as floods, droughts, and storms. In addition to tragic direct consequences that include deaths and physical damage to homes and businesses, climate change threatens to suppress business investments and slow economic growth by increasing the risk associated with capital investment. Read More

We postulate that interventions to increase sharing of failures can boost learning, increase the likelihood of creating a learning culture, and increase trust and reciprocal information sharing among teams and consumers. Further we examine the positive effects of sharing failures on interpersonal and in-group/out-group interaction at different stages of relationship (e.g., initial formation and stable ...Read More

Firms often ask workers to indicate their salary expectations when they are applying for jobs. But, we currently have a limited understanding on how these salary expectations affect firms’ evaluation of the candidate: do firms evaluate candidates with low or high salary expectations more favorably? The goal of this research is to enrich our understanding ...Read More