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Does Machine Learning Shift Job Requirements? Impacts on Entry-Level Opportunities

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Is College Education Less Necessary with AI? Evidence from Firm-Level Labor Structure Changes
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Entry-Level is Job Skills: A Survey of Employers
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The Growing Importance of Social Skills in the Labor Market*
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Quasi-Experimental Shift-Share Research Designs
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Relational Expertise: What Machines Can't Know
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Elements of Professional Expertise
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People Skills and the Labor-Market Outcomes of Underrepresented Groups
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Artificial Intelligence Coaches for Sales Agents: Caveats and Solutions
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The China Syndrome: Local Labor Market Effects of Import Competition in the United States
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Bartik Instruments: What, When, Why, and How
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Four Facts about Human Capital
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Artificial Intelligence in Health Care? Evidence from Online Job Postings
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Cost-Effective Acquisition of First-Party Data for Business Analytics
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Efficient Computational Strategies for Dynamic Inventory Liquidation
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Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations
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Smart Natural Disaster Relief: Assisting Victims with Artificial Intelligence in Lending
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Pathways for Design Research on Artificial Intelligence
inferredcites →https://doi.org/10.1287/mnsc.2018.3253openalex-snapshot
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The Robot Revolution: Managerial and Employment Consequences for Firms
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Friend or Foe? Teaming Between Artificial Intelligence and Workers with Variation in Experience
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Understanding Partnership Formation and Repeated Contributions in Federated Learning: An Analytical Investigation
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Social Media Alleviates Venture Capital Funding Inequality for Women and Less Connected Entrepreneurs
inferredcites →https://doi.org/10.1287/msom.2021.0989openalex-snapshot
AI and Procurement
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Physician Adoption of AI Assistant
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Firm-Specific, Industry-Specific, and Occupational Human Capital and the Sourcing of Knowledge Work
inferredcites →https://doi.org/10.18653/v1/d19-1410openalex-snapshot
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
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Technological Innovation, Resource Allocation and Growth
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Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings
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News-induced Dynamic Networks for Market Signaling: Understanding Impact of News on Firm Equity Value
inferredcites →https://doi.org/10.25300/misq/2013/37:2.3openalex-snapshot
Digital Business Strategy: Toward a Next Generation of Insights
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The Sociotechnical Axis of Cohesion for the is Discipline: Its Historical Legacy and its Continued Relevance1
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When the Machine Meets the Expert: An Ethnography of Developing AI for Hiring
inferredcites →https://doi.org/10.25300/misq/2021/16564openalex-snapshot
Is AI Ground Truth Really True? The Dangers of Training and Evaluating AI Tools Based on Experts’ Know-What
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inferredcites →https://doi.org/10.3386/w24243openalex-snapshot
Prediction, Judgment and Complexity: A Theory of Decision Making and Artificial Intelligence
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One Instrument to Rule Them All: The Bias and Coverage of Just-ID IV
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Applying AI to Rebuild Middle Class Jobs
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