Vigilant Leadership and Digital Turbulence

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

Forecasting Vehicle Innovations Using Crowdsourced Tournaments

Funded Research Proposal

The 2018-2019 Vehicle Innovations Challenge will track developments in technology, automaker strategies, the competitive landscape and the regulatory environment to inform forecasters about these new issues while involving them in a global crowd-sourced effort to anticipate the trajectory of an industry in upheaval.Read More

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

The Economic Effects of Firm Incentives: Evidence from the California Film Tax Credit Lottery

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

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 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

Impact of Automation and Globalization on Extreme Political Preferences

Funded Research Proposal

In this proposal, we argue that support of populism can be explained by the interaction between individual economic and social experiences and aggregate economic shocks. We test empirically if personal experiences, information environment, and their interaction with aggregate economic shocks shape people’s political decisions. Read More

Information Provision in the Housing Market

Funded Research Proposal

Improvements in information technology in recent decades has changed our lives and upended industries. One of its major impacts is to make previously inaccessible information accessible, reduce information asymmetries and improve market efficiencies.Read More

Homophily and Consolidation in Intra-Firm Collaboration Networks and their Impact on Innovation Output

Funded Research Proposal

Research in management science has long posited that network structures, specifically the patterns of informal interactions among people, affect information flows and knowledge recombination. Yet, how do different network topologies affect the production of new knowledge and ideas? Read More

The Role of Pharmacy Benefit Managers in Driving Pharmaceutical Prices and Utilization

Funded Research Proposal

The business model of Pharmacy Benefit Managers (PBMs) has evolved dramatically over the last few decades from basic insurance claims processors to becoming one of the key drivers of pharmaceutical pricing and utilization in the U.S. PBMs are the “middlemen” between insurers and drug manufacturers.Read More