人工智能、企业与消费者行为:一项综述

Artificial intelligence, firms and consumer behavior: A survey

Journal of Economic Surveys · 2021
被引 116 · 同刊同年前 8%
人大 AABS 2

中文导读

综述了人工智能对劳动力市场、生产率、技能构成、创新、消费者行为及市场竞争的经济影响,并讨论了公共政策如何应对这些变化。

Abstract

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.

人工智能企业行为消费者行为市场竞争