![Working Papers](https://mackinstitute.wharton.upenn.edu/wp-content/uploads/2016/06/Working-Paper-150x100.png)
The goal of our paper is to study whether machine learning can be used to infer tips that can help workers learn to make better decisions. …Read More
The goal of our paper is to study whether machine learning can be used to infer tips that can help workers learn to make better decisions. …Read More
Few studies have examined the impact of divestitures on the innovation performance of firms. In particular, little attention has been paid into how the divestiture of firms’ non-core businesses could influence the innovation outcomes of their core businesses. …Read More
Group formation tends to involve peer effects. I provide a new sufficient condition for the non-emptiness of the core of network formation games that involve pairwise complementarities between peers.…Read More
A recent rapid-automation movement has been displacing routine labor and has sparked a series of discussions about taxation on automation such as a robot tax. However, the government’s dilemma is that the planner may want to tax such physical capital that displaces routine labor for redistributive motives but does not want to tax other physical capital that increases such workers’ productivities.…Read More
Experimentation has been the center of a fascinating debate among entrepreneurship practitioners throughout the past decade. While intellectually stimulating and practically relevant, this discussion has received little attention from management research, and therefore has no scientific support. …Read More
This study examines the tension between learning and appropriability in the experimentation process of early-stage ventures. I build a stylized model to argue that, when formal intellectual property is weak, the learning benefit of experimentation may be offset by its imitation risk. …Read More
Many large firms try to encourage entrepreneurial initiatives by their employees, but the question of which employees undertake such initiatives has not been explored. In this study, we argue that the formal division of labor within a firm affects employees’ likelihood of engaging in internal corporate venturing. …Read More
We frame the supply chain disruptions caused by disasters as a tradeoff between continuity and competitiveness and adopt a capability-based approach to managing this tradeoff.…Read More
Entrepreneurs and entrepreneurial firms are often the drivers of innovation, and success for entrepreneurial firms often means development and introduction of innovative products and services. This project examines the role that having a partner plays in early-stage entrepreneurial firm performance.…Read More
This study evaluates how having multiple kinds of relations – multiplexity – affects diffusion by word-of-mouth information transmission. The study uses data from a field experiment in 49 remote villages in Karnataka, India.…Read More
We will examine the cost of inventor mobility from a talent poaching perspective. It is either prohibitively costly or impossible to contract over all states of the world (Grossman and Hart, 1986; Tirole, 1999).…Read More
I aim to contribute to corporate strategy and technology and innovation management literatures by refining the way we think about how firms’ externally accessible resources and capabilities influence those firms’ heterogeneous boundary choices and their resulting outcomes. …Read More
As outsourcing expands in scope to increasingly higher-end tasks, the tension between value creation and appropriation in such inter-firm relationships raises important questions regarding the extent to which a firm should outsource activities in the value-chain and engage with its suppliers.…Read More
This paper addresses the recent trend of offering unlimited vacation to employees. While potentially useful for acquiring human capital benefits, unlimited vacation is a risky perk for firms due to the possibility of abuse.…Read More
Firms tend to compete on prices more aggressively when they are in financial distress; the intensified competition in turn reduces firms’ profit margins, pushing them further into distress. Competitors’ aggressive pricing reactions could be attributed to both predatory and self-defensive incentives.…Read More
Using data on employer job search, this study demonstrates that employers are seeking algorithmic literacy from workers in a particularly broad class of occupations because familiarity with algorithms in downstream “using” occupations is important for integrating AI and data science into production. …Read More
Empirical analysis of a sample of companies with private equity (PE) ownership in the UK shows that PE firms act as deep-pocket investors for their portfolio companies, rescuing them if they fall in financial distress.…Read More
In markets where consumers seek expert advice regarding purchases, firms seek to influence experts, raising concerns about biased advice. We combine a model of supply and demand with a local instrumental variables strategy based on regional spillovers from academic medical center conflict-of-interest policies. …Read More
Mergers and acquisitions are rapidly transforming the organization of physician services in the United States, raising concerns over the cost and the quality of health care. This paper studies how medical practice acquisitions by Physician Practice Management Companies (PPMCs) impact physician behavior and patient health.…Read More
In today’s connected world, individuals are no longer mere consumers of goods, information and services, but public producers of often valuable data. In fact, personal data is becoming such a core input that The Economist called it “the world’s most valuable resource” ahead of oil.…Read More