Faculty Research
How will Language Modelers like ChatGPT Affect Occupations and Industries?
Robert Seamans, Manav Raj, Edward W. Felten
SSRN, Social Science Research Network (March 2023)
“Collaborating” with AI: Taking a System View to Explore the Future of Work
Callen Anthony, Beth A. Bechky, Anne-Laure Fayard
SSRN, Social Science Research Network (March 2023)
The business revolution: Economy-wide impacts of artificial intelligence and digital platforms
Hanna Halaburda, Jeffrey Prince, D. Daniel Sokol, Feng Zhu
SSRN, Social Science Research Network (March 2023)
Faculty Research
Smart Contracts and Decentralized Finance
Kose John, Leonid Kogan, Fahad Salah
SSRN
Association for Information Systems 2022 Fellow Award at the International Conference on Information Systems (ICIS 2022)
Anindya Ghose
Causal Classification: Treatment Effect Estimation vs. Outcome Prediction
Carlos Fernández-Loría, Foster Provost
Association for Information Systems 2022 Fellow Award at the International Conference on Information Systems (ICIS 2022)
Natalia Levina
The Interplay of Earnings, Ratings, and Penalties on Sharing Platforms: An Empirical Investigation
Yuqian Xu, Baile Lu, Anindya Ghose, Hongyan Dai, Weihua Zhou
Real-Time Purchase Prediction Using Retail Video Analytics
Anindya Ghose, Beibei Li, Rubing Li, Kaiquan Xu
A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation
Carlos Fernández-Loría , Foster Provost, Jesse Anderton, Benjamin Carterette, Praveen Chandar
To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis
Sarah Lebovitz , Hila Lifshitz-Assaf , Natalia Levina
Platform ecosystems as meta-organizations: Implications for platform strategies
Tobias Kreschmer, Aija Leiponen, Melissa Schilling, Gurneeta Vasudeva
Wiley Online Library
Wiley Online Library
Discrimination in lending? Evidence from the Paycheck Protection Program
Rachel Atkins, Lisa Cook, Rober Seamans
SpringerLink
SpringerLink
Social Media Marketing, Quality Signaling, and the Goldilocks Principle
Tingting Nian, Arun Sundararajan
Informs PubsOnline
Informs PubsOnline
"Using Stretch Goals for Idea Generation Among Employees: One Size Does Not Fit All!"
Saeedeh Ahmadi, Justin J.P Jansen, and J.P. Eggers
informs PubOnline (2022)
informs PubOnline (2022)
The Rise of the Engineer: Inventing the Professional Inventor During the Industrial Revolution
Walker Hanlon
National Bureau of Economic Research
National Bureau of Economic Research
To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis
Sarah Lebovitz, Natalia Levina, Hila Lifshitz-Assaf
Informs Pub Online
Informs Pub Online
"Designing Distributed Ledger technologies, like Blockchain, for advertising markets"
Mingyu Joo, Seung Hyun Kim, Anindya Gose, and Kenneth C. Wilbur
ScienceDirect (2022
ScienceDirect (2022
"Reciprocity in Firm–Stakeholder Dialog: Timeliness, Valence, Richness, and Topicality"
Lite J. Nartey, Witold J. Henisz, Sinziana Dorobantu
SpringerLInk (2022)
SpringerLInk (2022)
The Microeconomics of Cryptocurrencies
Hanna Halaburda, Guillaume Haeringer, Joshua Gans, Neil Gandal
American Economic Association (2022)
American Economic Association (2022)
Beyond Bitcoin: The Economics of Digital Currencies and Blockchain Technologies (2nd Edition)
Professor Hanna Halaburda and co-authors
Beyond Bitcoin: The Economics of Digital Currencies and Blockchain Technologies (2nd Edition)
(Published by Palgrave Macmillan)
Empowering Patients Using Smart Mobile Health Platforms: Evidence from a Randomized Field Experiment
Anindya Ghose, Xitong Guo, Beibei Li, Yuanyuan Dang
January 25, 2021
January 25, 2021
The Economics of 5G and the Mobile Economy
Chenshuo Sun, Anindya Ghose
CIS 2021 Proceedings. 3.
CIS 2021 Proceedings. 3.
Bitcoin's Limited Adoption Problem
Franz J. Hinzen, Kose John, Fahad Saleh
9 Jul 2021
9 Jul 2021
When Permissioned Blockchains Deliver More Decentralization Than Permissionless
Yannis Bakos, Hanna Halaburda, Christoph Mueller-Bloch
Communications of the ACM, February 2021, Vol. 64 No. 2, Pages 20-22, 10.1145/3442371
Communications of the ACM, February 2021, Vol. 64 No. 2, Pages 20-22, 10.1145/3442371
Heterogeneous Demand Effects of Recommendation Strategies in a Mobile Application: Evidence from Econometric Models and Machine-Learning Instruments
Panagiotis Adamopoulos, Anindya Ghose, Alexander Tuzhilin
MIS Quarterly, 20 Feb 2021
MIS Quarterly, 20 Feb 2021
Data, networks, and platforms: What effects on economic development?
Nicholas Economides, Ioannis Lianos
Concurrences, Published September 2020
Concurrences, Published September 2020
The Interplay between Online Reviews and Physician Demand: An Empirical Investigation
Yuqian Xu, Mor Armony, Anindya Ghose
5 Oct 2020
5 Oct 2020
The Public Blockchain Ecosystem: An Empirical Analysis
Felix Irresberger, Kose John, Peter Mueller, Fahad Saleh
18 Apr 2021
18 Apr 2021
Categorical Competition in the Wake of Crisis: Banks vs. Credit Unions
Aaron K. Chatterji, Jiao Luo, Robert C. Seamans
Published Online:12 Jan 2021
Published Online:12 Jan 2021
Ambiguity and the Tradeoff Theory of Capital Structure
Yehuda Izhakian, David Yermack, Jaime F. Zender
Published Online:17 Sep 2021
Published Online:17 Sep 2021
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control
Apostolos Filippas, Srikanth Jagabathula, Arun Sundararajan
Feburary 2021
Feburary 2021
Crisis as opportunity, disruption and exposure: Exploring emergent responses to crisis through digital technology
Manos Gkeredakis, Hila Lifshitz-Assaf, Michael Barrett
Available online 4 March 2021
Available online 4 March 2021
Market Orchestrators: The Effects of Certification on Platforms and Their Complementors
Joost Rietveld, Robert Seamans, Katia Meggiorin
6 Oct 2021
6 Oct 2021
Occupational, industry, and geographic exposure to artificial intelligence: A novel dataset and its potential uses
Edward Felten, Manav Raj, Robert Seamans
First published: 28 April 2021
First published: 28 April 2021
Behavioral Innovation and Corporate Renewal
Nathan R Furr, JP Eggers
Publication Date: 14 Sep 2021
Publication Date: 14 Sep 2021
Informational Challenges in Omnichannel Marketing: Remedies and Future Research
Tony Haitao Cui, Anindya Ghose, Hanna Halaburda, Raghuram Iyengar, Koen Pauwels, S. Sriram, Catherine Tucker, Sriraman Venkataraman
First Published November 4, 2020
First Published November 4, 2020
Spillover Effects of Intellectual Property Protection in the Interwar Aircraft Industry
Walker Hanlon & Taylor Jaworski
September 2021
September 2021
Is AI Ground Truth Really True? The Dangers of Training and Evaluating AI Tools Based on Experts’ Know-What
Sarah Lebovitz, Natalia Levina, and Hila Lifshitz-Assaf
Published online June 2, 2021
Published online June 2, 2021
Contracting Beyond the Market
Kate Odziemkowska, Sinziana Dorobantu
Published Online: 7 Jan 2021
Published Online: 7 Jan 2021
Restrictions on Privacy and Exploitation in the Digital Economy: A Market Failure Perspective
Nicholas Economides, Ioannis Lianos
27 Apr 2021
27 Apr 2021
Initial Coin Offerings: Financing Growth with Cryptocurrency Token Sales
Sabrina T Howell, Marina Niessner, David Yermack
The Review of Financial Studies, Volume 33, Issue 9, September 2020, Pages 3925–3974
The Review of Financial Studies, Volume 33, Issue 9, September 2020, Pages 3925–3974
Instance-level explanation algorithms SEDC, LIME, SHAP for behavioral and textual data: a counterfactual-oriented comparison
Y. Ramon, D. Martens, F. Provost, & T. Evgeniou.
Published online on 02 September 2020
Published online on 02 September 2020
Political Risk and Alliance Diversity: A Two-Stage Model of Partner Selection in Multipartner Alliances
Sinziana Dorobantu, Thomas Lindner, Jakob Muellne
Published Online:9 Dec 2020
Published Online:9 Dec 2020
Platform Competition with Multihoming on Both Sides: Subsidize or Not?
Hanna Halaburda, Yannis Bakos
Published Online:27 Jul 2020
Published Online:27 Jul 2020
Diverse Rationalities of Entrepreneurship Education: Epistemic Stance Perspective
Ashish Bhatia, Natalia Levina
27 Jul 2020
27 Jul 2020
Minimal and Adaptive Coordination: How Hackathons’ Projects Accelerate Innovation without Killing it
Hila Lifshitz- Assaf, Sarah Lebovitz, Lior Zalmanson
6 May 2020
6 May 2020
Homing and platform responses to entry: Historical evidence from the U.S. newspaper industry
Kyeonggook Francis Park, Robert Seamans, Feng Zhu
First published: 17 September 2020
First published: 17 September 2020
Internal agglomeration and productivity: Evidence from microdata
Evan Rawley,Robert Seamans
First published: 03 June 2020
First published: 03 June 2020
Nonlinear Pricing of Software with Local Demand Inelasticity
Mingdi Xin , Arun Sundararajan
Published Online:17 Sep 2020
Published Online:17 Sep 2020
Platform Competition: A Systematic and Interdisciplinary Review of the Literature
Melissa A. Schilling , Joost Rietveld
Journal of Management. Published on November 27, 2020
Journal of Management. Published on November 27, 2020
Exploring Uncharted Territory: Knowledge Search Processes in the Origination of Outlier Innovation
Madeline K. Kneeland , Melissa A. Schilling , Barak S. Aharonson
Organization Science. Published online in Articles in Advance 01 Apr 2020
Organization Science. Published online in Articles in Advance 01 Apr 2020
Deep Learning on Big, Sparse, Behavioral Data
De Cnuddes, Ramon Y, Martens D, Provost F
Big Data. 2019 Dec;7(4):286-307
Big Data. 2019 Dec;7(4):286-307
Understanding Smart Contracts as a New Option in Transaction Cost Economics
Hanna Halaburda, Natalia Levina, and Semi Min
Proceedings of the 40th International Conference on Information Systems, Munich, Germany, December 2019
Proceedings of the 40th International Conference on Information Systems, Munich, Germany, December 2019
Unsupervised Dimensionality Reduction vs. Supervised Regularization for Classification from Sparse Data
Jessica Clark & Foster Provost
Data Mining and Knowledge Discovery (2019) 33:871–916.
Data Mining and Knowledge Discovery (2019) 33:871–916.
A Benchmarking Study of Classification Techniques for Behavioral Data
Sofie De Cnudde, David Martens, Theodoros Evgeniou, & Foster Provost.
International Journal of Data Science and Analytics (2020) 9, 131–173.
International Journal of Data Science and Analytics (2020) 9, 131–173.
Selecting an Open Innovation Community as an Alliance Partner: Looking for Healthy Communities and Ecosystems
Maha Shaikha and Natalia Levina
Research Policy (2019). 48(8)
Research Policy (2019). 48(8)
Platform Strategy: Managing Ecosystem Value Through Selective Promotion of Complements
Joost Rietveld, Melissa A. Schilling, Cristiano Bellavitis
Organization Science (2019) 30(6), 1125-1393, C2
Organization Science (2019) 30(6), 1125-1393, C2
Data-Driven Investment Strategies for Peer-to-Peer Lending: A Case Study for Teaching Data Science
M. Cohen, C.D. Guetta, K. Jiao, F. Provost.
Big Data (2018) 6(3), 191-213.
Big Data (2018) 6(3), 191-213.
Privacy, transparency and control for predictive analytics from massive fine-grained personal data.
D. Chen, S. Fraiberger, R. Moakler & F. Provost
Big Data (2017) 5(3): 197-212.
Big Data (2017) 5(3): 197-212.
What’s your best innovation bet?
Schilling, MA
Harvard Business Review, July–August 2017 issue (pp.86–93)
Harvard Business Review, July–August 2017 issue (pp.86–93)
‘Am I Still One of Them?’: Bicultural Immigrant Managers Navigating Social Identity Threats When Spanning Global Boundaries
Aimée A. Kane and Natalia Levina
Journal of Management Studies (2017) 54, 4: 540-577.
Journal of Management Studies (2017) 54, 4: 540-577.
The Long-Tail Strategy for IT Outsourcing
Ning Su, Natalia Levina, and Jeanne W. Ross
MIT Sloan Management Review (2016)
MIT Sloan Management Review (2016)
Mining Massive Fine-Grained Behavior Data to Improve Predictive Analytics
Martens, D., F. Provost, J. Clark, E. Junqué de Fortuny.
MIS Quarterly, Vol. 40 No. 4, pp. 869-888/December 2016.
MIS Quarterly, Vol. 40 No. 4, pp. 869-888/December 2016.
Technology shocks, technological collaboration, and innovation outcomes
.Schilling, MA
Organization Science (2015). 26:668-686.
Organization Science (2015). 26:668-686.