Borrow, Buy, and Invest: Complementarity and Substitutability of External Corporate Development Modes

Funded Research Proposal

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

Bias-aware AI for Human Capital Management: An Innovative Approach for Algorithmic Job Screening

Funded Research Proposal

A well-known maxim in management is that “your people are your greatest asset”. Recruitment strategies in particular have been linked to firms’ innovative capacity, emphasizing the importance of maintaining competitive advantages in HR as a key goal of effective innovation management. Read More

What Predicts Innovation? Between Business Strategies and Expenditures: Evidence from Text Analysis, Machine Learning and Stock Market Returns

Funded Research Proposal

Innovation is a crucial component for growth and competitiveness, yet, there is a gap in our understanding on what drives innovation and what are the characteristics and strategies of companies that successfully innovate. The research objective is to determine what are the best predictors for successful innovation. Read More

Physician Consolidation and Incentives in Childbirth: Evidence from Physician Practice Management Companies

Funded Research Proposal

The resurgence of Physician Practice Management Companies (PPMCs) has led many physicians to abandon the traditional small group practice model. PPMCs take various organizational forms but generally consolidate private medical practices under a single tax identification number to create a large group practice. Read More

New Barriers to New Work? Evidence from Job Transitions in the Innovation Economy

Funded Research Proposal

The modern knowledge economy depends crucially on innovation, but adaptation to innovation has been linked to economic ills such as wage inequality, skill polarization, and geographic divergence. Between 2000 and 2016 alone, the U.S. shed approximately 6 million manufacturing jobs largely as a result of increasing pressure from automation and international trade.Read More

Commercializing Science: Evidence from Simultaneous Discoveries

Funded Research Proposal

This research project studies two related questions: (1) what shapes the decision to commercialize scientific discoveries, and (2) how does the commercialization strategy of high-technology startups relate to performance outcomes?Read More

Adoption of Predictive Analytics: Impact of Model Interpretability

Funded Research Proposal

One of the most important trends in business in recent years has been the growth of Big Data and predictive analytics. The trend started with traditional analytics and the emergence of decision support systems. With advances in machine learning (ML), systems can now take in large amounts of data, learn how human decision-makers have made decisions in the past, and make decisions autonomously (achieving human-level or superhuman performance in many activities). Read More

Network Externalities and Firm Innovation

Funded Research Proposal

We propose a novel theory of network externalities to explore the causal relationship between a firm’s position in an alliance network and its innovation outcomes. We posit that the network position a focal firm occupies can be unexpectedly and suddenly reshaped by the acquisitions of other firms. Read More

The Impact of Funding Sources on the Rate and Direction of Academic Biomedical Innovation

Funded Research Proposal

Given the large and growing role of academic entrepreneurs and inventors via patents, start-up development, and university-industry relationships, understanding how funding sources may impact academic scientists’ incentives is a crucial area for innovation research, particularly in the biomedical sciences. Read More

Economic Nationalism, Productivity and Innovation: Evidence from a Developing Country

Funded Research Proposal

Economic nationalism is an ideology which favors policies that emphasize domestic control of the economy. Previous work has documented that firm innovation/investment and firm productivity are important for economic growth. Hence, understanding how barriers to firm innovation/investment and restrictions on firm productivity is crucial to the study of development. Read More

The Impact of Flexible-Pricing and Cost-Sharing Schemes on the Commercialization of New Medical Therapies

Funded Research Proposal

The clinical-trial data used to make approval decisions for medical therapies are collected from a relatively small patient sub-populations. Given small sample sizes, trial data may suggest that treatments are medically or economically nonviable, even though they ultimately may be, or vice versa. Read More

The Corporate Parenting Effect, Revisited

Funded Research Proposal

This project considers whether and how corporate headquarters either add value to or destroy value for the subsidiaries operating under their oversight. This question is a foundational one in the field of strategic management and has been debated for several decades. However, researchers have been limited from fully answering it. Read More

Needless Distraction or Font of Knowledge: Understanding the Relationship between Divestitures and Innovation

Funded Research Proposal

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

Frenemies: The Influence of Competitors’ Cooperation on Technological Adoption

Funded Research Proposal

The development and adoption of new innovative technologies confront firms into making decisions in highly uncertain environment. Past experience and the available public information are seldom sufficient to support firms in their decision process; firms ability to experiment and produce new information is then paramount. Read More

Vigilant Leadership and Disruptive Innovations

Funded Research Proposal

In 2004 the Mack Institute sponsored a conference on “Peripheral Vision: Detecting the Weak Signals that can Make or Break Your Company,” that led to a book of the same title with Paul Schoemaker, and seven further articles. During the past decade our approach has been applied to dozens of companies and spawned two major research initiatives. Read More

Experimentation in Early-Stage Ventures: Evidence from the U.S. Software Industry

Funded Research Proposal

By allowing ventures to obtain market feedback during the product development process, experimentation confers a learning advantage. However, we know little about its costs. In particular, experimenting with an early-stage idea requires some degree of disclosure, leading to imitation risk. Read More

Is FDI Good News for Local Entrepreneurs? Evidence from China

Funded Research Proposal

In opening their markets, governments in developing countries hope to receive foreign direct investment. In addition to direct wage and employment benefits, they also hope that foreign investment can facilitate the growth of local businesses. Read More