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Exploring the impact of artificial Intelligence: Prediction versus judgment

Citations

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Cited by:

  1. Haefner, Naomi & Wincent, Joakim & Parida, Vinit & Gassmann, Oliver, 2021. "Artificial intelligence and innovation management: A review, framework, and research agenda✰," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
  2. Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
  3. Cagno, Daniela Di & Lin, Lihui, 2025. "How do individuals interact with an AI advisor in strategic reasoning? An experimental study in beauty contest," Journal of Economic Behavior & Organization, Elsevier, vol. 237(C).
  4. Dominic Chalmers & Niall G. MacKenzie & Sara Carter, 2021. "Artificial Intelligence and Entrepreneurship: Implications for Venture Creation in the Fourth Industrial Revolution," Entrepreneurship Theory and Practice, , vol. 45(5), pages 1028-1053, September.
  5. Mohd Fairuz Adnan & Siti Mariam Mansor & Nur Adibah Ilyana binti Bahanuddin, 2025. "Embracing Change: The Integration of Technology and Artificial Intelligence in the Malaysian Accounting Industry," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(1), pages 971-981, January.
  6. Ruyu Chen & Natarajan Balasubramanian & Chris Forman, 2024. "How does worker mobility affect business adoption of a new technology? The case of machine learning," Strategic Management Journal, Wiley Blackwell, vol. 45(8), pages 1510-1538, August.
  7. Yegin Genc & Mehmet Eren Ahsen & Zhan Zhang, 2025. "Investigating the role of AI explanations in lay individuals’ comprehension of radiology reports: A metacognition lens," PLOS ONE, Public Library of Science, vol. 20(9), pages 1-22, September.
  8. Anna Trunk & Hendrik Birkel & Evi Hartmann, 2020. "On the current state of combining human and artificial intelligence for strategic organizational decision making," Business Research, Springer;German Academic Association for Business Research, vol. 13(3), pages 875-919, November.
  9. Diletta Abbonato, 2024. "Public sentiments on the fourth industrial revolution: An unsolicited public opinion poll from Twitter," Papers 2411.14230, arXiv.org, revised Nov 2025.
  10. Mijalche Santa & Blerton Zejneli, 2025. "Social Capital And The Role Of Social Brokers In Ai (Non) Adoption In Developing Countries," Proceedings of the International Conference "Economic and Business Trends Shaping the Future" 038, Faculty of Economics-Skopje, Ss Cyril and Methodius University in Skopje.
  11. Hakan Yilmazkuday, 2025. "Artificial intelligence and labor markets: evidence from google trends," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 49(4), pages 1078-1093, December.
  12. Rathi, Sawan & Majumdar, Adrija & Chatterjee, Chirantan, 2024. "Did the COVID-19 pandemic propel usage of AI in pharmaceutical innovation? New evidence from patenting data," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
  13. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2024. "Prediction machines, insurance, and protection: An alternative perspective on AI’s role in production," Journal of the Japanese and International Economies, Elsevier, vol. 72(C).
  14. Muchenje, Linda Tinofirei & Mbanyele, William, 2025. "Marketing CEOs and the pursuit of innovation: Evidence from the Chinese market," Pacific-Basin Finance Journal, Elsevier, vol. 94(C).
  15. Kevin Bauer & Moritz von Zahn & Oliver Hinz, 2023. "Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users’ Information Processing," Information Systems Research, INFORMS, vol. 34(4), pages 1582-1602, December.
  16. Zhong, Wenli & Liu, Yang & Dong, Kangyin & Ni, Guohua, 2024. "Assessing the synergistic effects of artificial intelligence on pollutant and carbon emission mitigation in China," Energy Economics, Elsevier, vol. 138(C).
  17. Bauer, Kevin & Pfeuffer, Nicolas & Abdel-Karim, Benjamin M. & Hinz, Oliver & Kosfeld, Michael, 2020. "The terminator of social welfare? The economic consequences of algorithmic discrimination," SAFE Working Paper Series 287, Leibniz Institute for Financial Research SAFE.
  18. Marie Obidzinski & Yves Oytana, 2025. "Advisory algorithms, automation bias and liability rules," Working Papers hal-05486321, HAL.
  19. Scuotto, Veronica & Omeihe, Kingsley Obi & Cillo, Valentina & Manlio, Del Giudice, 2025. "Tackling the empowerment of Artificial Intelligence for humanitarian intervention from Save the Children," Technological Forecasting and Social Change, Elsevier, vol. 221(C).
  20. Albrecht, Tobias & Rausch, Theresa Maria & Derra, Nicholas Daniel, 2021. "Call me maybe: Methods and practical implementation of artificial intelligence in call center arrivals’ forecasting," Journal of Business Research, Elsevier, vol. 123(C), pages 267-278.
  21. Michael Allan Ribers & Hannes Ullrich, 2024. "Complementarities between algorithmic and human decision-making: The case of antibiotic prescribing," Quantitative Marketing and Economics (QME), Springer, vol. 22(4), pages 445-483, December.
  22. Shibo Gao & Jing Zhang & Zuopeng Ma & Guolei Zhou & Yanjun Liu & Yuliang Liu, 2025. "Digital Economy Development and Urban–Rural Integration in Northeast China: An Empirical Analysis," Land, MDPI, vol. 14(5), pages 1-24, May.
  23. Roberts, Deborah L. & Candi, Marina, 2024. "Artificial intelligence and innovation management: Charting the evolving landscape," Technovation, Elsevier, vol. 136(C).
  24. Philip Mundlos, 2025. "The impact of artificial intelligence on managerial attention allocation for discontinuous change: a conceptual framework," Management Review Quarterly, Springer, vol. 75(2), pages 1-45, June.
  25. Bauer, Kevin & von Zahn, Moritz & Hinz, Oliver, 2023. "Please take over: XAI, delegation of authority, and domain knowledge," SAFE Working Paper Series 394, Leibniz Institute for Financial Research SAFE.
  26. Dhruv Grewal & Cinthia B. Satornino & Thomas Davenport & Abhijit Guha, 2025. "How generative AI Is shaping the future of marketing," Journal of the Academy of Marketing Science, Springer, vol. 53(3), pages 702-722, May.
  27. Berk Kaan Kuguoglu & Haiko van der Voort & Marijn Janssen, 2021. "The Giant Leap for Smart Cities: Scaling Up Smart City Artificial Intelligence of Things (AIoT) Initiatives," Sustainability, MDPI, vol. 13(21), pages 1-16, November.
  28. Pehr-Johan Norbäck & Lars Persson, 2024. "Why generative AI can make creative destruction more creative but less destructive," Small Business Economics, Springer, vol. 63(1), pages 349-377, June.
  29. Zhao, Qian & Wang, Lu & Stan, Sebastian-Emanuel & Mirza, Nawazish, 2024. "Can artificial intelligence help accelerate the transition to renewable energy?," Energy Economics, Elsevier, vol. 134(C).
  30. Shunyuan Zhang & Das Narayandas, 2026. "Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment," Management Science, INFORMS, vol. 72(1), pages 73-95, January.
  31. Erdem Dogukan Yilmaz & Christian Peukert, 2024. "Who Benefits from AI? Project-Level Evidence on Labor Demand, Operations and Profitability," CESifo Working Paper Series 11321, CESifo.
  32. Holmström, Jonny, 2022. "From AI to digital transformation: The AI readiness framework," Business Horizons, Elsevier, vol. 65(3), pages 329-339.
  33. Keding, Christoph & Meissner, Philip, 2021. "Managerial overreliance on AI-augmented decision-making processes: How the use of AI-based advisory systems shapes choice behavior in R&D investment decisions," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
  34. Li, Munan & Wang, Wenshu & Zhou, Keyu, 2021. "Exploring the technology emergence related to artificial intelligence: A perspective of coupling analyses," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
  35. Fabian Gaessler & Henning Piezunka, 2023. "Training with AI: Evidence from chess computers," Strategic Management Journal, Wiley Blackwell, vol. 44(11), pages 2724-2750, November.
  36. Fu, Yiting & Zhou, Xin, 2024. "Does the big data credit platform reduce corporate credit resource mismatch: Evidence from China," Finance Research Letters, Elsevier, vol. 69(PA).
  37. Bertrand Chopard & Olivier Musy, 2025. "Optimal Liability Rules for Combined Human-AI Health Care Decisions," Annals of Economics and Statistics, GENES, issue 158, pages 81-104.
  38. Nuriye Melisa Bilgin & Gianmarco Ottaviano, 2026. "Skills, not scale: GenAI and technology adoption," CEP Discussion Papers dp2184, Centre for Economic Performance, LSE.
  39. Susan C. Athey & Kevin A. Bryan & Joshua S. Gans, 2020. "The Allocation of Decision Authority to Human and Artificial Intelligence," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 80-84, May.
  40. Bauer, Kevin & Nofer, Michael & Abdel-Karim, Benjamin M. & Hinz, Oliver, 2022. "The effects of discontinuing machine learning decision support," SAFE Working Paper Series 370, Leibniz Institute for Financial Research SAFE.
  41. Li, Hongyu & Lu, Zhiqiang & Zhang, Zhengping & Tanasescu, Cristina, 2025. "How does artificial intelligence affect manufacturing firms' energy intensity?," Energy Economics, Elsevier, vol. 141(C).
  42. Johnson, Prince Chacko & Laurell, Christofer & Ots, Mart & Sandström, Christian, 2022. "Digital innovation and the effects of artificial intelligence on firms’ research and development – Automation or augmentation, exploration or exploitation?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
  43. Füller, Johann & Hutter, Katja & Wahl, Julian & Bilgram, Volker & Tekic, Zeljko, 2022. "How AI revolutionizes innovation management – Perceptions and implementation preferences of AI-based innovators," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
  44. Nodir Adilov & Jeffrey W. Cline, 2026. "The Carrot or the Stick? An Economic Model of Optimal Course Difficulty, Student Effort and Cheating Using AI," Studies in Microeconomics, , vol. 14(1), pages 95-117, April.
  45. Sendhil Mullainathan & Ziad Obermeyer, 2023. "Diagnosing Physician Error: A Machine Learning Approach to Low-Value Health Care," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 679-727.
  46. RAHAL, Imen & Khalifa, Zayed, 2025. "Artificial Intelligence and Economic Growth: Opportunities, Challenges, and Future Directions," MPRA Paper 127061, University Library of Munich, Germany, revised 12 Nov 2025.
  47. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
  48. Pastor-Merino, Ana & Martínez-Barbero, Xavier & Vicente, María R. & Domenech, Josep, 2026. "Does AI boost firm productivity? A web scraping and LLMs approach," Telecommunications Policy, Elsevier, vol. 50(2).
  49. Michael Allan Ribers & Hannes Ullrich, 2023. "Machine learning and physician prescribing: a path to reduced antibiotic use," Berlin School of Economics Discussion Papers 0019, Berlin School of Economics.
  50. Daisuke Adachi & Daiji Kawaguchi & Yukiko U. Saito, 2024. "Robots and Employment: Evidence from Japan, 1978–2017," Journal of Labor Economics, University of Chicago Press, vol. 42(2), pages 591-634.
  51. Daniel Garcia & Juha Tolvanen & Alexander K. Wagner, 2026. "Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing," Management Science, INFORMS, vol. 72(1), pages 609-626, January.
  52. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
  53. Hanzhe Li & Jin Li & Ye Luo & Xiaowei Zhang, 2024. "Attribution and Persuasion: The Paradox of Interpretable AI," Papers 2410.01114, arXiv.org, revised Jul 2026.
  54. Hoxtell, Annette & Veit, Katharina, 2024. "Funktionsweise und Wirkung KI-basierter Empfehlungsalgorithmen am Beispiel von Spotify," PraxisWissen - German Journal of Marketing, AfM – Arbeitsgemeinschaft für Marketing, vol. 9(01/2024), pages 53-71.
  55. Rozalin Routray & Pooja Choudhary & Vinita Sinha, 2025. "Intelligent technology and enhanced well-being: can artificial intelligence mitigate digital overload?," Future Business Journal, Springer, vol. 11(1), pages 1-11, December.
  56. Vincent, Vinod U., 2021. "Integrating intuition and artificial intelligence in organizational decision-making," Business Horizons, Elsevier, vol. 64(4), pages 425-438.
  57. Joshua S. Gans, 2023. "Artificial intelligence adoption in a monopoly market," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 1098-1106, March.
  58. Zou, Jing & Deng, Xiaojun, 2022. "To inhibit or to promote: How does the digital economy affect urban migrant integration in China?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
  59. Shi Zhenglong, & Noorasiah Sulaiman & Chen Peiwen, 2025. "A Systematic Review of AI’s Impact on Employment and Skill Demand," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(15), pages 484-507, April.
  60. Sara Pourmorshed & Susanne Durst, 2022. "The Usefulness of the Digitalization Integration Framework for Developing Digital Supply Chains in SMEs," Sustainability, MDPI, vol. 14(21), pages 1-17, November.
  61. Rajeev K. Goel & Michael A. Nelson, 2025. "Awareness of artificial intelligence: diffusion of AI versus ChatGPT information with implications for entrepreneurship," The Journal of Technology Transfer, Springer, vol. 50(1), pages 96-113, February.
  62. Mustafa Dogan & Alexandre Jacquillat & Pinar Yildirim, 2024. "Strategic automation and decision‐making authority," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(1), pages 203-246, January.
  63. Agustí Segarra-Blasco & Josep Tomàs-Porres & Mercedes Teruel, 2025. "AI, robots and innovation in European SMEs," Small Business Economics, Springer, vol. 65(1), pages 719-745, June.
  64. Egana-delSol, Pablo & Bravo-Ortega, Claudio, 2025. "Artificial Intelligence and Labor Market Transformations in Latin America," IZA Discussion Papers 17746, IZA Network @ LISER.
  65. Marie Obidzinski & Yves Oytana, 2022. "Prediction, human decision and liability rules, CRED Working paper No 2022-06," Working Papers hal-04034871, HAL.
  66. Erik Brynjolfsson & Xiang Hui & Meng Liu, 2019. "Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform," Management Science, INFORMS, vol. 65(12), pages 5449-5460, December.
  67. Qi, Yu & Su, Hang, 2025. "Can artificial intelligence mitigate corporate fraud? Exploring the influence of institutional cross-holdings and financial misallocation," Pacific-Basin Finance Journal, Elsevier, vol. 92(C).
  68. Zou, Jing & Deng, Xiaojun, 2022. "Housing tenure choice and socio-economic integration of migrants in rising cities of China," China Economic Review, Elsevier, vol. 74(C).
  69. Sukwoong Choi, 2026. "The Security Cost of Intelligence: AI Capability, Cyber Risk, and Deployment Paradox," Papers 2604.23058, arXiv.org.
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