AOM 2024 Showcase Symposium
#1311: Advancing Strategic Management Research: Applications of Generative AI
|
ποΈ Date:
|
Monday, August 12, 2024
|
|
π Time:
|
16:45 β 18:15 CT (GMT-5/UTC-5)
|
|
π Location
|
Sheraton: Superior B
|
|
π₯Sponsor:
|
STR & TIM Divisions
|
|
πLink to page
|
https://cdmcd.co/arKpPX
|
We cordially invite you to the upcoming AOM Showcase Symposium on "Advancing Strategic Management Research: Applications of Generative AI" at the Academy of Management Annual Meeting 2024 in Chicago. Participation is open for presentations.
π· Overview
Generative AI technology has provided opportunities for novel topics and methods that could enhance strategic management research. However, it also comes with caveats and poses challenges. In this showcase symposium, we will explore these opportunities and challenges through four applications in strategic management research. Specifically, these papers will demonstrate the applications of large language models in data annotation (Paper 1), text summarization, topic extraction, topic relevance (Paper 2), evaluation of strategic decisions (Paper 3), and AI-generated text detection (Paper 4).
π· Organizers:
- Nan Jia | USC Marshall School of Business
- Albert Roh | USC Marshall School of Business
π· Discussant:
- Milan Miric | USC Marshall School of Business
π· Presenters:
- Natalie Carlson | The Wharton School, University of Pennsylvania
- Albert Roh | USC Marshall School of Business
- Bart Vanneste | UCL School of Management
- Hyo Kang | USC Marshall School of Business
π· Papers:
|
Paper 1
|
Using LLMs to Annotate Data in Strategy Research: Warnings, Guidelines, and an Application to Organizational Communication.
|
|
|
Presenter: Natalie Carlson
|
|
Paper 2
|
Generative AI for Enhanced Management Research: Analyzing Policy Environment for Firms' Technology Development based on Congressional Hearings.
|
|
|
Presenter: Albert Roh
|
|
Paper 3
|
Generative Artificial Intelligence and Evaluating Strategic Decisions.
|
|
|
Presenter: Bart Vanneste
|
|
Paper 4
|
The Differential Impact of Generative AI on Strategy Research and Researchers: Insights from the Academy of Management Annual Meeting.
|
|
|
Presenter: Hyo Kang
|
We are looking forward to seeing you in Chicago,
Nan Jia, Albert Roh, Milan Miric, Natalie Carlson, Bart Vanneste, and Hyo Kang
------------------------------
Albert Roh
University of Southern California Marshall School of Business
Culver City CA
------------------------------