Academic Publications
Here, we aim to provide a continuously updated overview of academic publications relevant to AI entrepreneurship research and practice. Please note that due to space constraints, this can only be a selection. While we strive to update this list continuously, please contact us if you would like to add any missing publications.
The Power of Machine Learning Methods to Predict Crowdfunding Success: Accounting for Complex Relationships Efficiently.
Elitzur, R., Katz, N., Muttath, P., & Soberman, D. (2024). https://doi.org/10.1016/j.jbvd.2024.100022
Machine learning models for early‐stage investment decision making in startups.
Shi, Y., Eremina, E., & Long, W. (2024). https://doi.org/10.1002/mde.4072
Innovating by prompting: How to facilitate innovation in the age of generative AI.
Sundberg, L., & Holmström, J. (2024). https://doi.org/10.1016/j.bushor.2024.04.014
Natural language processing analysis of online reviews for small business: extracting insight from small corpora.
McCloskey, B. J., LaCasse, P. M., & Cox, B. A. (2024). https://doi.org/10.1007/s10479-023-05816-2
Entrepreneurial action, creativity, & judgment in the age of artificial intelligence.
Townsend, D. M., & Hunt, R. A. (2019) https://doi.org/10.1016/j.jbvi.2019.e00126
Are the futures computable? Knightian uncertainty and Artificial Intelligence.
Townsend, D. M., Hunt, R. A., Rady, J., Manocha, P., & Jin, J. H. (2023). https://doi.org/10.5465/amr.2022.0237
Chance, probability, and uncertainty at the edge of human reasoning: What is Knightian uncertainty?
Townsend, D. M., Hunt, R. A., & Rady, J. (2024). https://doi.org/10.1002/sej.1516
Do Androids Dream of Entrepreneurial Possibilities? A Reply to Ramoglou et al.’s
Townsend, D. M., Hunt, R. R. A., Rady, J., Manocha, P., & Jin, J. H. (2024). https://doi.org/10.5465/amr.2024.0299
Competitive advantage through artificial intelligence: Toward a theory of situated AI.
Kemp, A. (2024). https://doi.org/10.5465/amr.2020.0205
The Challenge and Opportunity of a Quantum Mechanics Metaphor in Organization and Management Research: A Response to Shelef, Wuebker, and Barney’s “Heisenberg Effects in Experiments on Business Ideas”
Clark, D. R., & Hunt, R. A. (2024). https://doi.org/10.5465/amr.2024.0134
Artificial intelligence in entrepreneurship education: a scoping review.
Chen, L., Ifenthaler, D., Yau, J. Y. K., & Sun, W. (2024). https://doi.org/10.1108/ET-05-2023-0169
Generative AI enhances individual creativity but reduces the collective diversity of novel content.
Doshi, A. R., & Hauser, O. P. (2024). https://doi.org/10.1126/sciadv.adn5290
Humans as creativity gatekeepers: Are we biased against AI creativity?
Magni, F., Park, J., & Chao, M. M. (2024). https://doi.org/10.1007/s10869-023-09910-x
Artificial intelligence and big data in sustainable entrepreneurship.
Bickley, S. J., Macintyre, A., & Torgler, B. (2024). https://doi.org/10.1111/joes.12611
Prompting Diverse Ideas: Increasing AI Idea Variance.
Meincke, L., Mollick, E. R., & Terwiesch, C. (2024). https://arxiv.org/pdf/2402.01727
Artificial intelligence, education, and entrepreneurship.
Gofman, M., & Jin, Z. (2024). https://doi.org/10.1111/jofi.13302
Building entrepreneurial resilience during crisis using generative AI: An empirical study on SMEs
Shore, A., Tiwari, M., Tandon, P., & Foropon, C. (2024). https://doi.org/10.1016/j.technovation.2024.103063
Chance, probability, and uncertainty at the edge of human reasoning: What is Knightian uncertainty?.
Townsend, D. M., Hunt, R. A., & Rady, J.(2024) https://doi.org/10.1002/sej.1516
Big loans to small businesses: Predicting winners and losers in an entrepreneurial lending experiment.
Bryan, G., Karlan, D., & Osman, A. (2024). https://www.aeaweb.org/articles?id=10.1257/aer.20220616
Just a number? Using artificial intelligence to explore perceived founder age in entrepreneurial fundraising
Matthews, M. J., Anglin, A. H., Drover, W., & Wolfe, M. T. (2024). https://doi.org/10.1016/j.jbusvent.2023.106361
Are the futures computable? Knightian uncertainty and Artificial Intelligence.
Townsend, D. M., Hunt, R., Rady, J., Manocha, P., & Jin J. H. (2024). https://doi.org/10.5465/amr.2022.0237
Recognizing and utilizing novel research opportunities with artificial intelligence
von Krogh, G., Roberson, Q., & Gruber, M. (2023). https://doi.org/10.5465/amj.2023.4002
Auditing the AI Auditors: A Framework for Evaluating Fairness and Bias in High Stakes AI Predictive Models
Landers, R. N., & Behrend, T. S. (2023). https://doi.org/10.1037/amp0000972
The artificially intelligent entrepreneur: ChatGPT, prompt engineering, and entrepreneurial rhetoric creation.
Short, C. E., & Short, J. C. (2023). https://doi.org/10.1016/j.jbvi.2023.e00388
From scarcity to abundance: Scholars and scholarship in an age of generative artificial intelligence.
Grimes, M., von Krogh, G., Feuerriegel, S., Rink, F., & Gruber, M. (2023). https://doi.org/10.5465/amj.2023.4006
The Dawn of the AI Robots: Towards a New Framework of AI Robot Accountability
https://doi.org/10.1007/s10551-022-05050-z
A new tool for policymakers: Mapping cultural possibilities in an emerging AI entrepreneurial ecosystem
Hannigan, T. R., Briggs, A. R., Valadao, R., Seidel, M.-D. L., & Jennings, P. D. (2022). https://doi.org/10.1016/j.respol.2021.104315
Machines augmenting entrepreneurs: Opportunities (and threats) at the Nexus of artificial intelligence and entrepreneurship.
Shepherd, D. A., & Majchrzak, A. (2022). https://doi.org/10.1016/j.jbusvent.2022.106227
Pursuing impactful entrepreneurship research using artificial intelligence.
Lévesque, M., Obschonka, M., & Nambisan, S. (2022) https://doi.org/10.1177/1042258720927369
“Hasta la vista, baby” – will machine learning terminate human literature reviews in entrepreneurship?
Robledo, S., Grisales Aguirre, A. M., Hughes, M., & Eggers, F. (2023). https://doi.org/10.1080/00472778.2021.1955125
Entrepreneurship in the future: A Delphi study of ETP and JBV editorial board members
van Gelderen, M., Wiklund, J., & McMullen, J. S. (2021) https://doi.org/10.1177/10422587211010503
Artificial intelligence and entrepreneurship: Implications for venture creation in the fourth industrial revolution
Chalmers, D., MacKenzie, N. G., & Carter, S. (2021). https://doi.org/10.1177/1042258720934581
It’s a Peoples Game, Isn’t It?! A Comparison Between the Investment Returns of Business Angels and Machine Learning Algorithms
https://doi.org/10.1177/1042258720945206
Artificial intelligence and big data in entrepreneurship: a new era has begun.
Obschonka, M., & Audretsch, D. B. (2020). https://doi.org/10.1007/s11187-019-00202-4
A new methodological frontier in entrepreneurship research: Big data studies
Schwab, A., & Zhang, Z. (2019) https://doi.org/10.1177/1042258718760841