Algorithmic Ghost in the Research Shell: Large Language Models and Academic Knowledge Creation in Management Research
Year: 2023
Type: preprint
Abstract: The paper looks at the role of large language models in academic knowledge creation based on a scoping review (2018 to January 2023) of how researchers have previously used the language model GPT to assist in the performance of academic knowledge creation tasks beyond data analysis. These tasks include writing, editing, reviewing, dataset creation and curation, which have been difficult to perform using earlier ML tools. Based on a synthesis of these papers, this study identifies pathways for a future academic research landscape that incorporates wider usage of large language models based on the current modes of adoption in published articles as a Co-Writer, Research Assistant and Respondent.
Source: arXiv (Cornell University)
Authors: Williams, Nigel, Ivanov, Stanislav, Buhalis, Dimitrios
Institutions: Bournemouth University, Zangador Research Institute
Language: English
Subfield: General Social Sciences
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W4324299536