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How Machine Learning Mitigates Racial Bias in the U.S. Housing Market
Lu, Guangli - 2019
I examine racial bias in the most popular home valuation algorithm and study the algorithm's impact on racial bias in … transaction prices. I find statistically significant but economically small racial bias in the algorithm. For example, while Black … transactions by 1.1%. The algorithm inadvertently learns racial bias from patterns in historical transaction prices. The …
Persistent link: https://www.econbiz.de/10012859147
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Diagnosing physician error : a machine learning approach to low-value health care
Mullainathan, Sendhil; Obermeyer, Ziad - In: The quarterly journal of economics 137 (2022) 2, pp. 679-727
Persistent link: https://www.econbiz.de/10013188764
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Man versus machine learning : the term structure of earnings expectations and conditional biases
Binsbergen, Jules H. van; Han, Xiao; Lopez-Lira, Alejandro - In: The review of financial studies 36 (2023) 6, pp. 2361-2396
Persistent link: https://www.econbiz.de/10014320668
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Trading the stock market using Google search volumes : a long short-term memory approach
Pierre, Joseph St.; Klimkiewicz, Mateusz; Resom, Adonay; … - In: International journal of financial engineering and risk … 3 (2019) 1, pp. 3-18
Persistent link: https://www.econbiz.de/10012253455
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New digital technologies and heterogeneous employment and wage dynamics in the United States : evidence from individual-level data
Fossen, Frank M.; Sorgner, Alina - 2019
We investigate heterogeneous effects of new digital technologies on the individual-level employment- and wage dynamics in the U.S. labor market in the period from 2011-2018. We employ three measures that reflect different aspects of impacts of new digital technologies on occupations. The first...
Persistent link: https://www.econbiz.de/10011993983
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Awareness of artificial intelligence : diffusion of information about AI versus ChatGPT in the United States
Goel, Rajeev K.; Nelson, Michael A. - 2023
This paper addresses the awareness about the artificial intelligence across states in the United States. We uniquely create indices of Google internet search results for general AI awareness and about ChatGPT, normalizing alternatively by internet users and land area. An understanding of the...
Persistent link: https://www.econbiz.de/10014416101
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Does technology transfer from the US to China harm American firms, workers, and consumers? : a historical and analytic investigation
Menaldo, Victor; Wittstock, Nicolas - In: Economic and political studies : EPS 9 (2021) 4, pp. 417-446
Persistent link: https://www.econbiz.de/10012820800
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The global industrial robotics market : development trends and volume forecast
Reshetnikova, Marina S.; Pugacheva, Irina A. - In: Current Problems of the World Economy and International …, (pp. 187-195). 2022
Persistent link: https://www.econbiz.de/10013262876
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AI and Jobs : Evidence from Online Vacancies
Acemoglu, Daron; Autor, David H.; Hazell, Jonathon; … - National Bureau of Economic Research - 2022 - Revised February 2022
We study the impact of AI on labor markets, using establishment level data on vacancies with detailed occupational information comprising the near-universe of online vacancies in the US from 2010 onwards. We classify establishments as "AI exposed" when their workers engage in tasks that are...
Persistent link: https://www.econbiz.de/10012482476
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Artificial intelligence, tech corporate governance and the public interest regulatory response
Dignam, Alan - In: Cambridge journal of regions, economy and society 13 (2020) 1, pp. 37-54
Persistent link: https://www.econbiz.de/10012229858