Fubon Innovation Scholars are faculty members at Stern, clinical and tenure/tenure-track, who have demonstrated significant thought leadership on technology in business and society.
Faculty Research
Callen Anthony
Sinziana Dorobantu
Nicholas Economides
J.P. Eggers
Anindya Ghose
Hanna Halaburda
Sabrina T. Howell
Kose John
Natalia Levina
Foster Provost
Melissa Schilling
Robert Seamans
João Sedoc
Kristen Sosulski
Jungkyu Suh
Arun Sundararajan
David Yermack
Regulatory arbitrage or random errors? Implications of race prediction algorithms in fair lending analysis
Atul Gupta, Sabrina T Howell, Constantine Yannelis, Abhinav Gupta
Journal of Financial Economics (July 2024)
Large Language Models Show Human-like Social Desirability Biases in Survey Responses
Aadesh Salecha, Molly E Ireland, Shashanka Subrahmanya, João Sedoc, Et al.
arXiv (May 2024)
On the Role of Summary Content Units in Text Summarization Evaluation
Marcel Nawrath, Agnieszka Nowak, João Sedoc, Et al.
arXiv (April 2024)
After the Storm: How Emergency Liquidity Helps Small Businesses Following Natural Disasters
Benjamin L Collier, Sabrina T Howell, Lea Rendell
National Bureau of Economic Research (April 2024)
Owner incentives and performance in healthcare: Private equity investment in nursing homes
Atul Gupta, Sabrina T Howell, Constantine Yannelis, Abhinav Gupta
The Review of Financial Studies (April 2024)
Lender automation and racial disparities in credit access
Sabrina T Howell, Theresa Kuchler, David Snitkof, Johannes Stroebel, Jun Wong
The Journal of Finance (April 2024)
Entrepreneurial spillovers from corporate R&D
Tania Babina, Sabrina T Howell
Journal of Labor Economics (April 2024)
Proceedings of the Third Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)
Sebastian Gehrmann, Alex Wang, João Sedoc, Et al.
Association for Computational Linguistics: GEM (March 2024)
Item Response Theory for Natural Language Processing
John P Lalor, Pedro Rodriguez, João Sedoc, Jose Hernandez-Orallo
Association for Computational Linguistics: Tutorial Abstracts (March 2024)
Inverted apprenticeship: How senior occupational members develop practical expertise and preserve their position when new technologies arrive
Matthew Beane, Callen Anthony
Organization Science (March 2024)
Automatic Reflection Generation for Peer-to-Peer Counseling
Emma O’neil, João Sedoc, Diyi Yang, Haiyi Zhu, Lyle Ungar
Association for Computational Linguistics: GEM (December 2023)
Conditioning on Dialog Acts improves Empathy Style Transfer
Renyi Qu, Lyle Ungar, João Sedoc
Association for Computational Linguistics: EMNLP 2023 (December 2023)
Conceptor-Aided Debiasing of Large Language Models
Li Yifei, Lyle Ungar, João Sedoc
arXiv (December 2023)
Large Human Language Models: A Need and the Challenges
Nikita Soni, H Andrew Schwartz, João Sedoc, Niranjan Balasubramanian
arXiv (November 2023)
An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives
Young Min Cho, Sunny Rai, Lyle Ungar, João Sedoc, Sharath Chandra Guntuku
arXiv (October 2023)
Investor tax credits and entrepreneurship: Evidence from us states
Matthew Denes, Sabrina T Howell, Filippo Mezzanotti, Xinxin Wang, Ting Xu
The Journal of Finance (October 2023)
Proceedings of the 3rd Workshop on Human Evaluation of NLP Systems
Anja Belz, Maja Popović, Ehud Reiter, Craig Thomson, João Sedoc
ACL Anthology (September 2023)
The Role of Private Equity in the U.S. Economy, and Whether and How Favorable Tax Policies for the Sector Need to be Reformed
Arpit Gupta, Sabrina Howell
SSRN, Social Science Research Network (September 13, 2023)
Overview of the Tenth Dialog System Technology Challenge: DSTC10
Koichiro Yoshino, Yun-Nung Chen, Paul Crook, João Sedoc, Et al.
IEEE/ACM Transactions on Audio, Speech, and Language Processing (July 2023)
Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles
Valentin Barriere, João Sedoc, Shabnam Tafreshi, Salvatore Giorgi
Association for Computational Linguistics (July 2023)
A Needle in a Haystack: An Analysis of High-Agreement Workers on MTurk for Summarization
Lining Zhang, Simon Mille, Yufang Hou, João Sedoc, Et al.
arXiv (July 2023)
Common Law Annotations: Investigating the Stability of Dialog System Output Annotations
Seunggun Lee, Alexandra DeLucia, João Sedoc, Et al.
Association for Computational Linguistics: ACL 2023 (July 2023)
Digitization of Transaction Terms within TCE: Strong Smart Contract as a New Mode of Transaction Governance
Hanna Halaburda, Natalia Levina, Min Semi
SSRN, Social Science Research Network (June 9, 2023)
Overview of Robust and Multilingual Automatic Evaluation Metrics for Open-Domain Dialogue Systems at DSTC 11 Track 4
Mario Rodríguez-Cantelar, Chen Zhang, Chengguang Tang, João Sedoc, Et al.
arXiv (June 2023)
“If I Could Turn Back Time”: Occupational Dynamics, Technology Trajectories, and the Reemergence of the Analog Music Synthesizer
Andrew Nelson, Callen Anthony, Mary Tripsas
Administrative Science Quarterly (June 2023)
Human-Centered Metrics for Dialog System Evaluation
Salvatore Giorgi, Shreya Havaldar, Farhan Ahmed, João Sedoc, Et al.
arXiv (May 2023)
How to Choose How to Choose Your Chatbot: A Massively Multi-System MultiReference Data Set for Dialog Metric Evaluation
Huda Khayrallah, Zuhaib Akhtar, Edward Cohen, João Sedoc
arXiv (May 2023)
The Fourth Workshop on Insights from Negative Results in NLP
Shabnam Tafreshi, Arjun Akula, João Sedoc, Aleksandr Drozd, Anna Rogers, Anna Rumshisky
Association for Computational Linguistics (May 2023)
Cutting the innovation engine: how federal funding shocks affect university patenting, entrepreneurship, and publications
Tania Babina, Alex Xi He, Sabrina T Howell, Elisabeth Ruth Perlman, Joseph Staudt
The Quarterly Journal of Economics (May 2023)
Do cash windfalls affect wages? Evidence from R&D grants to small firms
Sabrina T Howell, J David Brown
The Review of Financial Studies (May 2023)
Limits to Decentralization in DAOs
Yannis Bakos, Hanna Halaburda
SSRN, Social Science Research Network (April 20, 2023).
The Best Paper Award by Tokenomics 2023 audience.
Artificial Intelligence Will Change the Future of Psychotherapy: A Proposal for Responsible, Psychologist-led Development
Elizabeth C Stade, Shannon W Stirman, João Sedoc, Et al.
LLMS For Behavioral Health (April 2023)
Large language models could change the future of behavioral healthcare: A proposal for responsible development and evaluation
Elizabeth Stade, Shannon Wiltsey Stirman, João Sedoc, Et al.
npj Mental Health Research (April 2023)
Lived Experience Matters: Automatic Detection of Stigma toward People Who Use Substances on Social Media
Salvatore Giorgi, Douglas Bellew, Daniel Roy Sadek Habib, João Sedoc, Et al.
Proceedings of the International AAAI Conference on Web and Social Media (April 2023)
Inverted Apprenticeship: How Senior Occupational Members Develop Practical Expertise and Preserve Their Position When New Technologies Arrive
Matthew Beane, Callen Anthony
Organization Science (March 2023)
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)
Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis
Jeremy Barnes, Orphée De Clercq, Valentin Barriere, João Sedoc, Et al.
Association for Computational Linguistics (July 2023)
Usability and Credibility of a COVID-19 Vaccine Chatbot for Young Adults and Health Workers in the United States: Formative Mixed Methods Study
Rose Weeks, Pooja Sangha, Lyra Cooper, João Sedoc, Et al.
JMIR Human Factors (January 2023)
Inducing Generalizable and Interpretable Lexica
Yilin Geng, Zetian Wu, Roshan Santhosh, Tejas Srivastava, Lyle Ungar, João Sedoc
Findings of the Association for Computational Linguistics: EMNLP 2022 (December 2022)
Usability and Credibility of a COVID-19 Vaccine Chatbot for Young Adults and Health Workers in the United States: Formative Mixed Methods Study.
Rose Weeks, Pooja Sangha, Lyra Cooper, João Sedoc, Et al.
JMIR Human Factors (November 2022)
Automatic Document Selection for Efficient Encoder Pretraining
Yukun Feng, Patrick Xia, Benjamin Van Durme, João Sedoc
arXiv (October 2022)
All Clear for Takeoff: Evidence from Airports on the Effects of Infrastructure Privatization
Sabrina T Howell, Yeejin Jang, Hyeik Kim, Michael S Weisbach
National Bureau of Economic Research (October 2022)
Science and the Market for Technology
Ashish Arora, Sharon Belenzon, Jungkyu Suh
Management Science (October 2022)
Harnessing Artificial Intelligence to Improve Food Assistance: A Scoping Review of Machine Learning Tools
Nina M Martin, João Sedoc, Lisa Poirier, Andrew J Rosenblum, Melissa M Reznar, Joel Gittelsohn, Daniel J Barnett
Preprints (July 2022)
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, João Sedoc, Et al.
arXiv (June 2022)
Unpacking the Relationship between Corporate Research Labs & Firm Performance
Sam Arts, Raphael Martins, Jungkyu Suh
Academy of Management Proceedings (July 2022)
Empathic Conversations: A Multi-level Dataset of Contextualized Conversations
Damilola Omitaomu, Shabnam Tafreshi, Tingting Liu, João Sedoc, Et al.
arXiv (May 2022)
Linear Connectivity Reveals Generalization Strategies
Jeevesh Juneja, Rachit Bansal, Kyunghyun Cho, João Sedoc, Naomi Saphra
arXiv (May 2022)
The Rise of Scientific Research in Corporate America
Yishay Yafeh, Ashish Arora, Sharon Belenzon, Konstantin Kosenko, Jungkyu Suh
CEPR Discussion Papers (May 2022)
VIRATrustData: A Trust-Annotated Corpus of Human-Chatbot Conversations About COVID-19 Vaccines
Roni Friedman, João Sedoc, Shai Gretz, Assaf Toledo, Et al.
arXiv (May 2022)
Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy
Shai Gretz, Assaf Toledo, Roni Friedman, Dan Lahav, João Sedoc, Et al.
arXiv (May 2022)
Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis
Jeremy Barnes, Orphee De Clercq, Valentin Barriere, João Sedoc, Et al.
Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (May 2022)
Measuring the Language of Self-Disclosure across Corpora
Ann-Katrin Reuel, Sebastian Peralta, João Sedoc, Garrick Sherman, Lyle Ungar
Findings of the Association for Computational Linguistics: ACL 2022 (May 2022)
Clustering Examples in Multi-Dataset Benchmarks with Item Response Theory
Pedro Rodriguez, Phu Mon Htut, John P Lalor, João Sedoc
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 100-112 (May 2022)
WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories
Valentin Barriere, Shabnam Tafreshi, João Sedoc, Sawsan Alqahtani
Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (May 2022)
Proceedings of the Third Workshop on Insights from Negative Results in NLP
Shabnam Tafreshi, João Sedoc, Anna Rogers, Aleksandr Drozd, Anna Rumshisky, Arjun Akula
Proceedings of the Third Workshop on Insights from Negative Results in NLP (May 2022)
Gendered Information in Resumes and Hiring Bias: A Predictive Modeling Approach
Prasanna Parasurama, João Sedoc, Anindya Ghose
SSRN (April 2022)
Health-focused conversational agents in person-centered care: a review of apps
Pritika Parmar, Jina Ryu, Shivani Pandya, João Sedoc, Smisha Agarwal
NPJ Digital Medicine (February 2022)
Local journalism under private equity ownership
Michael Ewens, Arpit Gupta, Sabrina T Howell
National Bureau of Economic Research (February 2022)
Essays on Science and Innovation
Jungkyu Suh
Department of Business Administration Duke University (2022)
Common Law Annotations: Investigating the Stability of Dialog Annotations
Seunggun Lee, Alexandra DeLucia, Ryan Guan, Rubing Li, João Sedoc, Et al.
Association for the Advancement of Artificial Intelligence (2022)
Gendered Information in Resumes and its Role in Algorithmic and Human Hiring Bias
Prasanna Parasurama, João Sedoc
Academy of Management Proceedings (2022)
When Knowledge Work and Analytical Technologies Collide: The Practices and Consequences of Black Boxing Algorithmic Technologies
Callen Anthony
Administrative Science Quarterly (December 2021)
Smart Contracts and Decentralized Finance
Kose John, Leonid Kogan, Fahad Salah
SSRN, Social Science Research Network (September 19, 2022)
Association for Information Systems 2022 Fellow Award at the International Conference on Information Systems (ICIS 2022)
Anindya Ghose, 2022 Fellow Award
Association for Information Systems
International Conference on Information Systems (ICIS 2022)
2022 Best Paper of the Year by MIS Quarterly
Natalia Levina, 2022 Best Paper of the Year
MIS Quarterly
Causal Classification: Treatment Effect Estimation vs. Outcome Prediction
Carlos Fernández-Loría, Foster Provost
Journal of Machine Learning Research, 2022
2022 Fellow Award at the International Conference on Information Systems
Natalia Levina, Association for Information Systems (ICIS 2022)
The Interplay of Earnings, Ratings, and Penalties on Sharing Platforms: An Empirical Investigation
Yuqian Xu, Baile Lu, Anindya Ghose, Hongyan Dai, Weihua Zhou, Revised September 6, 2022
Real-Time Purchase Prediction Using Retail Video Analytics
Anindya Ghose, Beibei Li, Rubing Li, Kaiquan Xu, Association for Information Systems (ICIS 2022)
A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation
Carlos Fernández-Loría , Foster Provost, Jesse Anderton, Benjamin Carterette, Praveen Chandar, Institute for Operations Research and the Management Sciences (2 Aug 2022)
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, Institute for Operations Research and the Management Sciences (January 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, 2022)
Empowering Patients Using Smart Mobile Health Platforms: Evidence from a Randomized Field Experiment
Anindya Ghose, Xitong Guo, Beibei Li, Yuanyuan Dang
SSRN, January 25, 2021
The Economics of 5G and the Mobile Economy
Chenshuo Sun, Anindya Ghose
CIS 2021 Proceedings. 3.
"Designing Distributed Ledger technologies, like Blockchain, for advertising markets"
Mingyu Joo, Seung Hyun Kim, Anindya Gose, and Kenneth C. Wilbur
ScienceDirect (2022)
"Reciprocity in Firm–Stakeholder Dialog: Timeliness, Valence, Richness, and Topicality"
Lite J. Nartey, Witold J. Henisz, Sinziana Dorobantu
SpringerLInk (2022)
The Microeconomics of Cryptocurrencies
Hanna Halaburda, Guillaume Haeringer, Joshua Gans, Neil Gandal
American Economic Association (2022)
"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)
The Rise of the Engineer: Inventing the Professional Inventor During the Industrial Revolution
Walker Hanlon
National Bureau of Economic Research (February 2022)
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 (January 2022)
Trees in transformers: a theoretical analysis of the Transformer's ability to represent trees
Qi He, João Sedoc, Jordan Rodu
arXiv preprint (December 2021)
Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring
Prasanna Parasurama, João Sedoc
arXiv preprint (December 2021)
Do Employees Cheer for Private Equity? The Heterogeneous Effects of Buyouts on Job Quality
Will Gornall, Oleg Gredil, Sabrina T Howell, Xing Liu, Jason Sockin
The Heterogeneous Effects of Buyouts on Job Quality (December 2021)
Automatic Evaluation and Moderation of Open-domain Dialogue Systems
Chen Zhang, João Sedoc, Luis Fernando D'Haro, Rafael Banchs, Alexander Rudnicky
arXiv preprint (November 2021)
Proceedings of the Second Workshop on Insights from Negative Results in NLP
João Sedoc, Anna Rogers, Anna Rumshisky, Shabnam Tafreshi
Proceedings of the Second Workshop on Insights from Negative Results in NLP (November 2021)
Policy Uncertainty and Innovation: Evidence from Initial Public Offering Interventions in China
Lin William Cong, Sabrina T Howell
Management Science (November 2021)
The Rise of Scientific Research in Corporate America
Ashish Arora, Sharon Belenzon, Konstantin Kosenko, Jungkyu Suh, Yishay Yafeh
National Bureau of Economic Research (September 2021)
Who Speaks Like a Style of Vitamin: Towards Syntax-Aware Dialogue Summarization Using Multi-Task Learning
Seolhwa Lee, Kisu Yang, Chanjun Park, João Sedoc, Heuiseok Lim
arXiv preprint (September 2021)
MimicNet: Fast Performance Eestimates for Data Center Networks with Machine Learning
Qizhen Zhang, Kelvin KW Ng, Charles Kazer, Shen Yan, João Sedoc, Vincent Liu
Proceedings of the 2021 ACM SIGCOMM 2021 Conference (August 2021)
Measuring the ‘I don’t know’ Problem through the Lens of Gricean Quantity
Huda Khayrallah, João Sedoc
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (June 2021)
Natural language processing methods are sensitive to sub-clinical linguistic differences in schizophrenia spectrum disorders
Sunny X Tang, Reno Kriz, Sunghye Cho, Suh Jung Park, João Sedoc, Et al.
npj Schizophrenia (May 2021)
Learning from Feedback: Evidence from New Ventures
Sabrina T Howell
Review of Finance (May 2021)
Opening up Military Innovation: Causal Effects of Reforms to US Defense Research
Sabrina T Howell, Jason Rathje, John Van Reenen, Jun Wong
National Bureau of Economic Research (April 2021)
Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis
Orphee De Clercq, Alexandra Balahur, João Sedoc, Et al.
Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (April 2021)
WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories
Shabnam Tafreshi, Orphee De Clercq, Valentin Barriere, Sven Buechel, João Sedoc, Alexandra Balahur
Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (April 2021)
Multi-Emotion Classification for Song Lyrics
Darren Edmonds, João Sedoc
Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (April 2021)
Topic Modeling for Maternal Health Using Reddit
Shuang Gao, Shivani Pandya, Smisha Agarwal, João Sedoc
Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis (April 2021)
“This show hits really close to home on so many levels”: An analysis of Reddit comments about HBO’s Euphoria to understand viewers’ experiences of and reactions to substance use and mental illness
Michelle R Kaufman, Alicia T Bazell, Anne Collaco, João Sedoc
Drug and Alcohol Dependence (March 2021)
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal, João Sedoc, Et al.
arXiv preprint (February 2021)
New perspectives on industry evolution: bridging socio-cognitive view and demand-side factors
Callen Anthony, Andrew Boysen
Academy of Management Proceedings (2021)
The Rise of American Corporate Science
Ashish Arora, Sharon Belenzon, Konstantin Kosenko, Jungkyu Suh, Yishay Yafeh
(2021)
Gendered Language in Resumes--An Empirical Analysis of Gender Norm Violation and Hiring Outcomes
Prasanna Parasurama, João Sedoc
(2021)
Overview of the Dialogue Breakdown Detection Challenge 4
Ryuichiro Higashinaka, Luis F D’Haro, Bayan Abu Shawar, João Sedoc, Et al.
Increasing Naturalness and Flexibility in Spoken Dialogue Interaction: 10th International Workshop on Spoken Dialogue Systems (2021)
Platform ecosystems as meta-organizations: Implications for platform strategies
Tobias Kreschmer, Aija Leiponen, Melissa Schilling, Gurneeta Vasudeva
Wiley Online Library (October 2020)
Discrimination in lending? Evidence from the Paycheck Protection Program
Rachel Atkins, Lisa Cook, Robert Seamans
SpringerLink (July 2021)
Social Media Marketing, Quality Signaling, and the Goldilocks Principle
Tingting Nian, Arun Sundararajan
Informs PubsOnline (Jan 2022)
Bitcoin's Limited Adoption Problem
Franz J. Hinzen, Kose John, Fahad Saleh, SSRN
(Jul 2021)
When Permissioned Blockchains Deliver More Decentralization Than Permissionless
Yannis Bakos, Hanna Halaburda, Christoph Mueller-Bloch
Communications of the ACM (February 2021)
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
Data, networks, and platforms: What effects on economic development?
Nicholas Economides, Ioannis Lianos
Concurrences, Published September 2020
The Interplay between Online Reviews and Physician Demand: An Empirical Investigation
5 Oct 2020
The Public Blockchain Ecosystem: An Empirical Analysis
18 Apr 2021
Categorical Competition in the Wake of Crisis: Banks vs. Credit Unions
Published Online:12 Jan 2021
Ambiguity and the Tradeoff Theory of Capital Structure
Published Online:17 Sep 2021
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control
Feburary 2021
Crisis as opportunity, disruption and exposure: Exploring emergent responses to crisis through digital technology
Available online 4 March 2021
Market Orchestrators: The Effects of Certification on Platforms and Their Complementors
6 Oct 2021
Occupational, industry, and geographic exposure to artificial intelligence: A novel dataset and its potential uses
First published: 28 April 2021
Behavioral Innovation and Corporate Renewal
Publication Date: 14 Sep 2021
Informational Challenges in Omnichannel Marketing: Remedies and Future Research
First Published November 4, 2020
Spillover Effects of Intellectual Property Protection in the Interwar Aircraft Industry
September 2021
Is AI Ground Truth Really True? The Dangers of Training and Evaluating AI Tools Based on Experts’ Know-What
Published online June 2, 2021
Contracting Beyond the Market
Published Online: 7 Jan 2021
Restrictions on Privacy and Exploitation in the Digital Economy: A Market Failure Perspective
27 Apr 2021
Initial Coin Offerings: Financing Growth with Cryptocurrency Token Sales
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
Published online on 02 September 2020
Political Risk and Alliance Diversity: A Two-Stage Model of Partner Selection in Multipartner Alliances
Published Online:9 Dec 2020
Platform Competition with Multihoming on Both Sides: Subsidize or Not?
Published Online:27 Jul 2020
Diverse Rationalities of Entrepreneurship Education: Epistemic Stance Perspective
27 Jul 2020
Minimal and Adaptive Coordination: How Hackathons’ Projects Accelerate Innovation without Killing it
6 May 2020
Homing and platform responses to entry: Historical evidence from the U.S. newspaper industry
First published: 17 September 2020
Internal agglomeration and productivity: Evidence from microdata
First published: 03 June 2020
Nonlinear Pricing of Software with Local Demand Inelasticity
Published Online:17 Sep 2020
Platform Competition: A Systematic and Interdisciplinary Review of the Literature
Journal of Management. Published on November 27, 2020
Exploring Uncharted Territory: Knowledge Search Processes in the Origination of Outlier Innovation
Organization Science. Published online in Articles in Advance 01 Apr 2020
Deep Learning on Big, Sparse, Behavioral Data
Big Data. 2019 Dec;7(4):286-307
Understanding Smart Contracts as a New Option in Transaction Cost Economics
Proceedings of the 40th International Conference on Information Systems, Munich, Germany, December 2019
Unsupervised Dimensionality Reduction vs. Supervised Regularization for Classification from Sparse Data
Data Mining and Knowledge Discovery (2019) 33:871–916.
A Benchmarking Study of Classification Techniques for Behavioral Data
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
Research Policy (2019). 48(8)
Platform Strategy: Managing Ecosystem Value Through Selective Promotion of Complements
Organization Science (2019) 30(6), 1125-1393, C2
Data-Driven Investment Strategies for Peer-to-Peer Lending: A Case Study for Teaching Data Science
Big Data (2018) 6(3), 191-213.
Privacy, transparency and control for predictive analytics from massive fine-grained personal data.
Big Data (2017) 5(3): 197-212.
What’s your best innovation bet?
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
Journal of Management Studies (2017) 54, 4: 540-577.
The Long-Tail Strategy for IT Outsourcing
MIT Sloan Management Review (2016)
Mining Massive Fine-Grained Behavior Data to Improve Predictive Analytics
MIS Quarterly, Vol. 40 No. 4, pp. 869-888/December 2016.
Technology shocks, technological collaboration, and innovation outcomes
Organization Science (2015). 26:668-686.