The Rapid Adoption of Data-Driven Decision-Making

By Erik Brynjolfsson, Kristina McElheran. 2016

613 citations recorded by the source corpus.

Subfields: Economics and Econometrics, Management Science and Operations Research, Strategy and Management

View Paper: https://www.semanticscholar.org/paper/b8e3b88bae294749824bcbd48536a300b3467f22

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Economics and Econometrics

1. Manav Raj
2. Edward W. Felten
3. Robert C. Seamans
4. Dimitris J. Bertsimas
5. Nathan Kallus

In Management Science and Operations Research

1. Nathan Kallus
2. Dimitris J. Bertsimas
3. Manav Raj
4. Edward W. Felten
5. Robert C. Seamans
6. Susan Athey
7. Stefan Wager
8. Masatoshi Uehara

In Strategy and Management

1. Manav Raj
2. Edward W. Felten
3. Robert C. Seamans
4. Dimitris J. Bertsimas
5. Nathan Kallus

Citations in the corpus

• Engineering Value: The Returns to Technological Talent and Investments in Artificial Intelligence (2019, neutral): “Intangible assets are complementary to and correlated with investment in technological human capital (Bresnahan, Brynjolfsson, and Hitt 2002; Brynjolfsson, Hitt, and Yang 2002; Saunders and Tambe 2015; Saunders and Brynjolfsson 2016).”
• Occupational, industry, and geographic exposure to artificial intelligence: A novel dataset and its potential uses (2021, background): “Strategy and management scholars have often sought to identify the different firm characteristics that predict novel technology adoption or diffusion (e.g., Brynjolfsson & McElheran, 2016; Greve, 2009; Majumdar & Venkataraman, 1998; Souder, Zaheer, Sapienza, & Ranucci, 2017).”
• The Power and Limits of Predictive Approaches to Observational-Data-Driven Optimization (2016, background): “Data-driven decision-making is transforming modern operations and is being rapidly adopted in practice (McAfee and Brynjolfsson 2012, Brynjolfsson and McElheran 2016).”