Exploring Power and Innovation in Multi-party Alliances

Funded Research Proposal

This research project seeks to explore how differences within the members of a multi-party alliance (MPA) – specifically differences in power – impact innovative outcomes of the alliance using a unique dataset of over 345,000 pages of project documents covering approximately 3000 MPAs.Read More

Privacy and Innovation: The Short-run Effects of GDPR on Consumer Engagement

Funded Research Proposal

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

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

Role of Star Developers in Open Source Software Innovations

Funded Research Proposal

The idea that source code for computer software be accessible to anyone has gained increasing popularity among software developers, fueling the rapid growth of the open source software (OSS) movement. Platforms for OSS development currently host incredibly valuable projects like the Linux kernel, TensorFlow and various blockchain software projects.Read More

Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook

Published Research

We describe the effect of social media advertising content on customer engagement using data from Facebook. We content-code 106,316 Facebook messages across 782 companies, using a combination of Amazon Mechanical Turk and Natural Language Processing algorithms.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