【Workshop for MLinEcon第119期】用生成式AI剖析企业文化

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【题目】 Dissecting Corporate Culture Using Generative AI – Insights from Analyst Reports （ Working Paper ， 2024 ） 【作者】 Kai Li, Feng Mai, Rui Shen, Chelsea Yang, and Tengfei Zhang 【摘要】 Our study is among the first in finance, accounting, and economics to apply generative AI models as reasoning agents on analyst reports to gain insights into analysts ’ views of corporate culture. We employ generative AI (ChatGPT) to analyze 2.4 million analyst reports between 2000 and 2020. Generative AI organizes analysts ’ views into a knowledge graph that links different cultural values to their perceived causes and effects. In terms of influencing factors for corporate culture, analysts identify business strategy as a key factor for a large number of cultural values – customer-oriented, operations-oriented, innovation, results-oriented, adaptability, integrity, and risk control; and management team for teamwork, innovation, results-oriented, adaptability, int ………………………………