Artificial Intelligence and Strategic Decision-Making: Evidence from Entrepreneurs and Investors
Author
Abstract
Suggested Citation
DOI: 10.1287/stsc.2024.0190
Download full text from publisher
References listed on IDEAS
- Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
- Jens Ludwig & Sendhil Mullainathan, 2024.
"Machine Learning as a Tool for Hypothesis Generation,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 751-827.
- Jens Ludwig & Sendhil Mullainathan, 2023. "Machine Learning as a Tool for Hypothesis Generation," NBER Working Papers 31017, National Bureau of Economic Research, Inc.
- Fabian Gaessler & Henning Piezunka, 2023. "Training with AI: Evidence from chess computers," Strategic Management Journal, Wiley Blackwell, vol. 44(11), pages 2724-2750, November.
- Mary Tripsas & Giovanni Gavetti, 2000. "Capabilities, cognition, and inertia: evidence from digital imaging," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1147-1161, October.
- Nicholas Bloom & Raffaella Sadun, 2012.
"The Organization of Firms Across Countries,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(4), pages 1663-1705.
- Bloom, Nick & Sadun, Raffaella & Van Reenen, John, 2009. "The organization of firms across countries," LSE Research Online Documents on Economics 25481, London School of Economics and Political Science, LSE Library.
- Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2009. "The organization of firms across countries," NBER Working Papers 15129, National Bureau of Economic Research, Inc.
- Van Reenen, John & Bloom, Nicholas & Sadun, Raffaella, 2009. "The Organization of Firms Across Countries," CEPR Discussion Papers 7338, C.E.P.R. Discussion Papers.
- Nick Bloom & Raffaella Sadun & John Van Reenen, 2009. "The Organization of Firms Across Countries," CEP Discussion Papers dp0937, Centre for Economic Performance, LSE.
- Prithwiraj Choudhury & Dan Wang & Natalie A. Carlson & Tarun Khanna, 2019. "Machine learning approaches to facial and text analysis: Discovering CEO oral communication styles," Strategic Management Journal, Wiley Blackwell, vol. 40(11), pages 1705-1732, November.
- Ryan Allen & Prithwiraj (Raj) Choudhury, 2022. "Algorithm-Augmented Work and Domain Experience: The Countervailing Forces of Ability and Aversion," Organization Science, INFORMS, vol. 33(1), pages 149-169, January.
- Benjamin S. Manning & Kehang Zhu & John J. Horton, 2024. "Automated Social Science: Language Models as Scientist and Subjects," Papers 2404.11794, arXiv.org, revised Apr 2024.
- Felipe A. Csaszar & J. P. Eggers, 2013. "Organizational Decision Making: An Information Aggregation View," Management Science, INFORMS, vol. 59(10), pages 2257-2277, October.
- Yash Raj Shrestha & Vivianna Fang He & Phanish Puranam & Georg von Krogh, 2021. "Algorithm Supported Induction for Building Theory: How Can We Use Prediction Models to Theorize?," Organization Science, INFORMS, vol. 32(3), pages 856-880, May.
- Shai Bernstein & Arthur Korteweg & Kevin Laws, 2017. "Attracting Early-Stage Investors: Evidence from a Randomized Field Experiment," Journal of Finance, American Finance Association, vol. 72(2), pages 509-538, April.
- Felipe A. Csaszar & Nicole Hinrichs & Mana Heshmati, 2024. "External representations in strategic decision‐making: Understanding strategy's reliance on visuals," Strategic Management Journal, Wiley Blackwell, vol. 45(11), pages 2191-2226, November.
- Felipe A. Csaszar, 2018. "What Makes a Decision Strategic? Strategic Representations," Strategy Science, INFORMS, vol. 3(4), pages 606-619, December.
- Felipe A. Csaszar, 2012. "Organizational structure as a determinant of performance: Evidence from mutual funds," Strategic Management Journal, Wiley Blackwell, vol. 33(6), pages 611-632, June.
- Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023.
"When Should You Adjust Standard Errors for Clustering?,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
- Alberto Abadie & Susan Athey & Guido Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," Papers 1710.02926, arXiv.org, revised Sep 2022.
- Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," NBER Working Papers 24003, National Bureau of Economic Research, Inc.
- Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey, 2017. "When Should You Adjust Standard Errors for Clustering?," Research Papers repec:ecl:stabus:3596, Stanford University, Graduate School of Business.
- Timo Ehrig & Jens Schmidt, 2022. "Theory‐based learning and experimentation: How strategists can systematically generate knowledge at the edge between the known and the unknown," Strategic Management Journal, Wiley Blackwell, vol. 43(7), pages 1287-1318, July.
- Argyle, Lisa P. & Busby, Ethan C. & Fulda, Nancy & Gubler, Joshua R. & Rytting, Christopher & Wingate, David, 2023. "Out of One, Many: Using Language Models to Simulate Human Samples," Political Analysis, Cambridge University Press, vol. 31(3), pages 337-351, July.
- Hyunjin Kim & Edward L. Glaeser & Andrew Hillis & Scott Duke Kominers & Michael Luca, 2024. "Decision authority and the returns to algorithms," Strategic Management Journal, Wiley Blackwell, vol. 45(4), pages 619-648, April.
- John J. Horton & Apostolos Filippas & Benjamin S. Manning, 2023. "Large Language Models as Simulated Economic Agents: What Can We Learn from Homo Silicus?," NBER Working Papers 31122, National Bureau of Economic Research, Inc.
- Henning Piezunka & Oliver Schilke, 2023. "The Dual Function of Organizational Structure: Aggregating and Shaping Individuals’ Votes," Organization Science, INFORMS, vol. 34(5), pages 1914-1937, September.
- Sarah Kaplan, 2011. "Strategy and PowerPoint: An Inquiry into the Epistemic Culture and Machinery of Strategy Making," Organization Science, INFORMS, vol. 22(2), pages 320-346, April.
- Deborah Dougherty, 1992. "Interpretive Barriers to Successful Product Innovation in Large Firms," Organization Science, INFORMS, vol. 3(2), pages 179-202, May.
- Markus Reitzig & Boris Maciejovsky, 2015. "Corporate hierarchy and vertical information flow inside the firm—a behavioral view," Strategic Management Journal, Wiley Blackwell, vol. 36(13), pages 1979-1999, December.
- Felipe A. Csaszar & Daniella Laureiro-Martínez, 2018. "Individual and Organizational Antecedents of Strategic Foresight: A Representational Approach," Strategy Science, INFORMS, vol. 3(3), pages 513-532, September.
- Sarah Lebovitz & Hila Lifshitz-Assaf & Natalia Levina, 2022. "To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis," Organization Science, INFORMS, vol. 33(1), pages 126-148, January.
- Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
- Jiankun Sun & Dennis J. Zhang & Haoyuan Hu & Jan A. Van Mieghem, 2022. "Predicting Human Discretion to Adjust Algorithmic Prescription: A Large-Scale Field Experiment in Warehouse Operations," Management Science, INFORMS, vol. 68(2), pages 846-865, February.
- Arnaldo Camuffo & Alessandro Cordova & Alfonso Gambardella & Chiara Spina, 2020. "A Scientific Approach to Entrepreneurial Decision Making: Evidence from a Randomized Control Trial," Management Science, INFORMS, vol. 66(2), pages 564-586, February.
- Benjamin S. Manning & Kehang Zhu & John J. Horton, 2024. "Automated Social Science: Language Models as Scientist and Subjects," NBER Working Papers 32381, National Bureau of Economic Research, Inc.
- Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2024.
"AI adoption in America: Who, what, and where,"
Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 375-415, March.
- Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
- Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
- Felipe A. Csaszar & Daniel A. Levinthal, 2016. "Mental representation and the discovery of new strategies," Strategic Management Journal, Wiley Blackwell, vol. 37(10), pages 2031-2049, October.
- Teppo Felin & Matthias Holweg, 2024. "Theory Is All You Need: AI, Human Cognition, and Causal Reasoning," Strategy Science, INFORMS, vol. 9(4), pages 346-371, December.
- Dongil D. Keum & Kelly E. See, 2017. "The Influence of Hierarchy on Idea Generation and Selection in the Innovation Process," Organization Science, INFORMS, vol. 28(4), pages 653-669, August.
- Phanish Puranam, 2021. "Human–AI collaborative decision-making as an organization design problem," Journal of Organization Design, Springer;Organizational Design Community, vol. 10(2), pages 75-80, June.
- Dirk Martignoni & Anoop Menon & Nicolaj Siggelkow, 2016. "Consequences of misspecified mental models: Contrasting effects and the role of cognitive fit," Strategic Management Journal, Wiley Blackwell, vol. 37(13), pages 2545-2568, December.
- Sofia Bapna, 2019. "Complementarity of Signals in Early-Stage Equity Investment Decisions: Evidence from a Randomized Field Experiment," Management Science, INFORMS, vol. 65(2), pages 933-952, February.
- Bo Cowgill, 2019. "Bias and Productivity in Humans and Machines," Upjohn Working Papers 19-309, W.E. Upjohn Institute for Employment Research.
- Charles R. Schwenk, 1984. "Devil'S Advocacy In Managerial Decision‐Making," Journal of Management Studies, Wiley Blackwell, vol. 21(2), pages 153-168, April.
- Paul R. Carlile, 2002. "A Pragmatic View of Knowledge and Boundaries: Boundary Objects in New Product Development," Organization Science, INFORMS, vol. 13(4), pages 442-455, August.
- Teppo Felin & Todd R. Zenger, 2017. "The Theory-Based View: Economic Actors as Theorists," Strategy Science, INFORMS, vol. 2(4), pages 258-271, December.
- Teppo Felin & Stuart Kauffman & Roger Koppl & Giuseppe Longo, 2014. "Economic Opportunity and Evolution: Beyond Landscapes and Bounded Rationality," Post-Print hal-01415115, HAL.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Jose Ramon Saura & Rita Bužinskienė, 2025. "Behavioral economics, artificial intelligence and entrepreneurship: an updated framework for management," International Entrepreneurship and Management Journal, Springer, vol. 21(1), pages 1-33, December.
- Teppo Felin & Alfonso Gambardella & Todd Zenger, 2024. "Theory-Based Decisions: Foundations and Introduction," Strategy Science, INFORMS, vol. 9(4), pages 297-310, December.
- Simon Kleinert & Silvio Vismara, 2026. "The reconfiguration of entrepreneurship: how digital platforms and artificial intelligence transform the entrepreneurial process," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 16(1), pages 1-24, March.
- Anna Kusetogullari & Huseyin Kusetogullari & Martin Andersson & Tony Gorschek, 2025. "GenAI in Entrepreneurship: a systematic review of generative artificial intelligence in entrepreneurship research: current issues and future directions," Papers 2505.05523, arXiv.org.
- Li, Lun & Peng, Yanbo & Shao, Guanlin & Dai, Huiyang, 2025. "Betting on success: Unveiling the role of innovation and financing capability on funding decisions by human versus AI evaluators," Economics Letters, Elsevier, vol. 256(C).
- Felipe A. Csaszar & Aticus Peterson & Daniel Wilde, 2026. "The Strategic Foresight of LLMs: Evidence from a Fully Prospective Venture Tournament," Papers 2602.01684, arXiv.org.
- Madathil, Johnson Clement, 2025. "Generative AI advertisements and Human–AI collaboration: The role of humans as gatekeepers of humanity," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Felipe A. Csaszar & Harsh Ketkar & Hyunjin Kim, 2024. "Artificial Intelligence and Strategic Decision-Making: Evidence from Entrepreneurs and Investors," Papers 2408.08811, arXiv.org.
- Felipe A. Csaszar & Nicole Hinrichs & Mana Heshmati, 2024. "External representations in strategic decision‐making: Understanding strategy's reliance on visuals," Strategic Management Journal, Wiley Blackwell, vol. 45(11), pages 2191-2226, November.
- Teppo Felin & Matthias Holweg, 2024. "Theory Is All You Need: AI, Human Cognition, and Causal Reasoning," Strategy Science, INFORMS, vol. 9(4), pages 346-371, December.
- Felipe A. Csaszar, 2018. "What Makes a Decision Strategic? Strategic Representations," Strategy Science, INFORMS, vol. 3(4), pages 606-619, December.
- Sebastian Krakowski & Darek Haftor & Johannes Luger & Natallia Pashkevich & Sebastian Raisch, 2026. "Human-Centered Artificial Intelligence: A Field Experiment," Management Science, INFORMS, vol. 72(1), pages 57-72, January.
- Saerom Lee & Felipe A. Csaszar, 2020. "Cognitive and Structural Antecedents of Innovation: A Large-Sample Study," Strategy Science, INFORMS, vol. 5(2), pages 71-97, June.
- Jacob Valentine & Elena Novelli & Rajshree Agarwal, 2024. "The Theory-Based View and Strategic Pivots: The Effects of Theorization and Experimentation on the Type and Nature of Pivots," Strategy Science, INFORMS, vol. 9(4), pages 433-460, December.
- Mana Heshmati & Felipe A. Csaszar, 2024. "Learning Strategic Representations: Exploring the Effects of Taking a Strategy Course," Organization Science, INFORMS, vol. 35(2), pages 453-473, March.
- Lucas Böttcher & Ronald Klingebiel, 2025. "Organizational Selection of Innovation," Organization Science, INFORMS, vol. 36(1), pages 387-410, January.
- Rahul Kapoor & Daniel Wilde, 2023. "Peering into a crystal ball: Forecasting behavior and industry foresight," Strategic Management Journal, Wiley Blackwell, vol. 44(3), pages 704-736, March.
- Dmitry Sharapov & Linus Dahlander, 2025. "Selection Regimes and Selection Errors," Organization Science, INFORMS, vol. 36(6), pages 2324-2348, November.
- Henning Piezunka & Oliver Schilke, 2023. "The Dual Function of Organizational Structure: Aggregating and Shaping Individuals’ Votes," Organization Science, INFORMS, vol. 34(5), pages 1914-1937, September.
- Chan Hyung Park, 2024. "Finding a road less traveled: Combining analysis and intuition to develop novel problem formulations," Strategic Management Journal, Wiley Blackwell, vol. 45(11), pages 2368-2392, November.
- Olav Sorenson, 2024. "Theory, Search, and Learning," Strategy Science, INFORMS, vol. 9(4), pages 372-381, December.
- Léonard Boussioux & Jacqueline N. Lane & Miaomiao Zhang & Vladimir Jacimovic & Karim R. Lakhani, 2024. "The Crowdless Future? Generative AI and Creative Problem-Solving," Organization Science, INFORMS, vol. 35(5), pages 1589-1607, September.
- Robert Wuebker & Todd Zenger & Teppo Felin, 2023. "The theory‐based view: Entrepreneurial microfoundations, resources, and choices," Strategic Management Journal, Wiley Blackwell, vol. 44(12), pages 2922-2949, December.
- Christina Fang & Ji-hyun (Jason) Kim & Hisan Yang, 2025. "Learning in Temporally Complex Problems: The Role of External Knowledge," Organization Science, INFORMS, vol. 36(5), pages 1861-1880, September.
- Teppo Felin & Alfonso Gambardella & Todd Zenger, 2024. "Theory-Based Decisions: Foundations and Introduction," Strategy Science, INFORMS, vol. 9(4), pages 297-310, December.
- Violina P. Rindova & Luis L. Martins, 2024. "The Imagination Advantage: Why and How Strategists Combine Knowledge and Imagination in Developing Theories," Strategy Science, INFORMS, vol. 9(4), pages 499-514, December.
- Saerom (Ronnie) Lee, 2022. "The myth of the flat start‐up: Reconsidering the organizational structure of start‐ups," Strategic Management Journal, Wiley Blackwell, vol. 43(1), pages 58-92, January.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:orstsc:v:9:y:2024:i:4:p:322-345. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/inm/orstsc/v9y2024i4p322-345.html