Crowdfunding as a Font of Entrepreneurship: Outcomes of Reward-Based Crowdfunding

Published Research

Crowdfunding allows founders of for-profit, artistic, and cultural ventures to fund their efforts by drawing on relatively small contributions from a relatively large number of individuals using the internet, without standard financial intermediaries. Crowdfunding has been drawing substantial attention from policy makers, managers, and entrepreneurs, but relatively little notice from academics.Read More

The Impact of e-Visits on Visit Frequencies and Patient Health: Evidence from Primary Care

Published Research

The technology for secure messaging between primary care physicians and patients, e-visits, has been utilized for several years and many view it as a potential solution for improving the quality of health services while reducing costs. However, take-up of e-visits has been low and its impact on patient health outcomes and physician workload remains unknown.Read More

The Importance of Social Entrepreneurship in National Systems of Innovation — An Introduction

Published Research

This special issue links “National Systems of Innovation” with “Social Entrepreneurship” to showcase how social entrepreneurship enables the diffusion of new technologies to make a social impact and engender “creative destruction” through the value generating activities of economic actors ranging from individuals, micro-enterprises to large organizations. Read More

Creating the Innovation Ecosystem for Renewable Energy via Social Entrepreneurship: Insights from India

Published Research

This paper examines how social entrepreneurship, at both the firm and institutional levels, fosters innovation and economic development. It draws on concepts from national innovation systems (NIS), complexity, ecosystems, and social entrepreneurship research to develop a framework for forming innovation ecosystems via social entrepreneurship. Read More

Changing Demand of Skills in the U.S. Labor Market: Evidence Based on the Text Analysis of Online Job Postings

Funded Research Proposal

The labor market in the United States is undergoing substantial changes. Demand for traditional skills is declining. A large fraction of old manufacturing jobs were outsourced; and the new ones that have returned to the U.S. are often heavily automated with industrial robots and demand a new set of skills from the workers. Read More

Is Media Coverage Beneficial for Startups?

Funded Research Proposal

Is media coverage beneficial for startup to obtain funding from VCs? What factors would affect startups to strategically transmit information through media? We would like to study the role of communication through mass media outlets, like newspapers, in the setting of venture capital and entrepreneurial firms. Read More

Confrontation or Collaboration: The Role of Social Movements in Innovation Outcomes

Funded Research Proposal

The past decade has witnessed an explosion in research at the intersection of markets and social movements, with an increasing acknowledgment of social movements as key drivers of change in organizations and markets. Social movements create new products and markets, change practices in existing organizations, and can have profound impacts on the commercialization of innovation. Read More

Learning to Integrate

Funded Research Proposal

In this project, I plan to study the questions of how firms learn and why they fail to learn in the context of post-merger integration. Existing works on mergers and acquisitions (M&A) argue that M&A is an important source of innovation and growth for firms. Read More

How Corporate Venture Capital Shapes Entrepreneurial Innovation: A Relational Perspective

Funded Research Proposal

Entrepreneurs are increasingly turning to established firms for venture capital, but research on how this affects their development is lacking. I argue that these relationships are particularly valuable to entrepreneurs in helping them drive their technological discoveries into development. 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

Bilateral Rating Systems in Online Marketplaces: Design and Impact

Funded Research Proposal

In recent years, digital innovations have fundamentally changed how many services and resources are put together and deployed. These include marketplaces like Uber and Airbnb that help match decentralized supply with demand. Read More

Is Tom Cruise Threatened? An Empirical Study of the Impact of Product Variety on Demand Concentration

Published Research

We empirically examine the impact of expanded product variety on demand concentration using large data sets from the movie rental industry as our test bed. We find that product variety is likely to increase demand concentration.Read More

Building a More Intelligent Enterprise

Published Research

Businesses must develop a sustainable competitive edge in order to succeed in the long run. One way to achieve this is by leveraging technology-enabled insights with a sophisticated understanding of decision making, judgment, and reasoning to make smarter decisions in the face of uncertainty.Read More

Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits

Published Research

Omni-channel environments where customers can shop online and offline at the same retailer are increasingly ubiquitous. Furthermore, the presence of both channels has important implications for customer demand and operational issues such as product returns.Read More

Network Overlap and Content Sharing on Social Media Platforms

Working Papers

We study the impact of network overlap — the overlap in network connections between two users — on content sharing in directed social media platforms. We propose a hazards model that flexibly captures the impact of three different measures of network overlap (i.e., common followees, common followers and common mutual followers) on content sharing.Read More