Artificial intelligence, firms and consumer behavior: A survey
Искусственный интеллект, фирмы и поведение потребителей: обзор
2021-07-26
SCID: 54.1/kz4m85ae
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Artificial intelligenceConsumer behaviorLabor marketMachine learningMarket competition
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Abstract (AI)
Abstract The current advances in Artificial Intelligence (AI) are likely to have profound economic implications and bring about new trade‐offs, thereby posing new challenges from a policymaking point of view. What is the impact of these technologies on the labor market and firms? Will algorithms reduce consumers' biases or will they rather originate new ones? How competition will be affected by AI‐powered agents? This study is a first attempt to survey the growing literature on the multi‐faceted economic effects of the recent technological advances in AI that involve machine learning applications. We first review research on the implications of AI on firms, focusing on its impact on labor market, productivity, skill composition and innovation. Then we examine how AI contributes to shaping consumer behavior and market competition. We conclude by discussing how public policies can deal with the radical changes that AI is already producing and is going to generate in the future for firms and consumers.
Key Findings
1
AI can reshape consumer behavior and market competition, including potentially reducing existing consumer biases or generating new ones.
2
AI-powered agents may substantially alter competitive dynamics, creating challenges for policymakers governing firms and consumers.
3
Recent advances in AI, particularly machine-learning applications, are expected to produce profound economic effects and create new policy trade-offs.
4
The study provides a broad survey of emerging research and discusses policy responses to AI-driven economic changes.
5
The surveyed literature examines AI’s effects on firms through changes in labor markets, productivity, workforce skill composition, and innovation.
Research Object
Recent artificial intelligence technologies involving machine learning applications in firms, labor markets, consumers, and markets
Research Subject
The multifaceted economic effects of AI on firms, labor markets, consumer behavior, and market competition
Publication Details
Publication Date
2021-07-26
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