Optimizing Service using High Dimensional Panel Data

Funded Research Proposal

We study how retail stores’ multi-dimensioned service levels affect consumers’ buying behavior in a spatial setting. To this end, we propose the Double Block-Lasso BLP estimator, which combines the double selection procedure introduced in Belloni, Chernozhukov, and Hansen (2014), with demand estimation methods set forth in Berry, Levinsohn and Pakes (1995).Read More

Power Transitions in the Host Country and the Survival of Subsidiaries in Infrastructure Industries

Published Research

We argue that for firms competing in infrastructure industries, a change in the government that granted the permission to invest in the host country increases the likelihood of divestment of foreign subsidiaries. Read More

Nonprofit Tax Exemptions, For-profit Competition and Spillovers to Community Services

Published Research

Nonprofits are increasingly present in industries with a large for-profit sector, raising questions about their competitive advantage afforded by the nonprofit tax exemption. We estimate an equilibrium model of market structure for recreation/fitness centers to assess whether nonprofit and for-profit firms compete directly for the same customer base.Read More

Breakthrough Recognition: Bias Against Novelty and Competition for Attention

Published Research

Adding to the literature on the recognition and spread of ideas, and alongside the bias against novelty view documented in prior research, we introduce the perspective that articles compete for the attention of researchers who might build upon them. Read More

Big Pushes, Little Hollywoods: Local Economic Development Effects of Film Tax Credit Lotteries

Working Papers

The extent to which local incentive policies (such as subsidies and tax credits) are effective at spurring new centers of innovation, and whether these incentives induce overall productivity growth or just a shift of production from one region to another, is the subject of this proposal.Read More

Firm Responsiveness to Location Subsidies: Regression Discontinuity Estimates from a Tax Credit Formula

Working Papers

In 2011, California Governor Jerry Brown recognized several of the state’s existing firm incentive policies aimed at catalyzing innovative activity in the state, to be ineffectual, citing poor incentive design.Read More

Blockchain and the Value of Operational Transparency

Working Papers

The project aims to explore the extent to which blockchain technology can be ported to alleviate information asymmetry issues in the context of supply chain financing. In particular, firms seeking the capital needed to efficiently run their operations are often impeded by severe information asymmetry issues. Read More

Pursuing the New While Sustaining the Current: Incumbent Strategies and Firm Value During the Nascent Period of Industry Change

Published Research

This study considers the nascent period of industry change when the prevalent business model is being threatened by a new model, but there is significant uncertainty with respect to whether and when the new model will dominate. Read More

Frenemies: The Influence of Competitors’ Cooperation on Technological Adoption

Working Papers

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

Family Firms and the Stock Market Performance of Acquisitions and Divestitures

Published Research

In this project, I seek to compare how effectively family firms undertake and implement acquisitions and divestitures relative to their non-family counterparts. While family firms are less likely than non-family firms to undertake divestitures, the stock market returns earned by the family firms that undertake these deals exceed those of non-family firms.Read More

Patent Value and Citations: Creative Destruction or Strategic Disruption?

Working Papers

Prior work suggests that more valuable patents are cited more and this view has become standard in the empirical innovation literature. Using an NPE-derived dataset with patent-specific revenues we find that the relationship of citations to value in fact forms an inverted-U, with fewer citations at the high end of value than in the middle.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 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

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

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