This article provides an overview of the methods used for algorithmic text analysis in
economics, with a focus on three key contributions. First, we introduce methods for …

Bibliometric research presents unique opportunities to contribute to theory and practice. Top
journals and scholars from various disciplines have published numerous highly impactful …

This paper explores the possibilities of employing machine learning (ML) methods and new
data sources in management accounting (MA) research. A review of current accounting and …

We develop natural language processing techniques to identify the creation and impact of
new technologies in the population of US patents. We validate the new techniques and their …

We study whether social media can amplify antiminority sentiment with a focus on Donald
Trump's political rise. Using an instrumental variable strategy based on Twitter's early …

The high-tech sector is concentrated in a small number of cities. The ten largest clusters in
computer science, semiconductors, and biology account for 69 percent, 77 percent, and 59 …

The advent of a new generation of wireless communications has punctuated the dawn of
every decade in recent times. Upgrades to mobile electronic systems represent faster and …

How does inventors' migration affect international talent allocation, knowledge diffusion, and
productivity growth? To answer this question, I build a novel two-country innovation-led …

Science is increasingly defined by multidimensional collaborative networks. Despite the
unprecedented growth of scientific collaboration around the globe–the collaborative turn …

Innovative firms rely increasingly on academic science, yet they exploit only a small fraction
of all academic discoveries. Which discoveries in academia do firms build upon? We posit …