Measuring Corporate Culture Using Machine Learning

Overview of attention for article published in Review of Financial Studies, July 2020

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In the top 25% of all research outputs scored by Altmetric
High Attention Score compared to outputs of the same age (85th percentile)
Good Attention Score compared to outputs of the same age and source (67th percentile)

Mentioned by

policy: 3 policy sources
twitter: 4 X users

q&a: 1 Q&A thread
bluesky: 1 Bluesky user

Readers on

mendeley: 863 Mendeley

So far, Altmetric has seen 6 X posts from 4 X users, with an upper bound of 34,599 followers.

This paper creates a culture dictionary using a word embedding machine learning model & earnings call transcripts—scoring the five corporate cultural values of innovation, integrity, quality, respect, and teamwork. It is shaped by mergers and acquisit…

RT @RevOfFinStudies: Forthcoming: Measuring Corporate Culture Using Machine Learning by Kai Li @UBCSauderSchool, Feng Mai @FollowStevens, R…

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