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AUGMENTED INFERENCE MAKING : ORGANIZAING THE CHAIN OF THOUGHT TRIALS FROM PERCEPTION TO CONCEPTION

Hamadi, Hassan M. LU and Brattström, Anna LU (2025) 85th Annual Meeting of the Academy of Management, AOM 2025 In Academy of Management Annual Meeting Proceedings 2025.
Abstract

With the abundance of data and digital traces of human behavior that are currently available, and the accessible algorithmic analyses to analyze them, management scholars have the opportunity to expand their scope of theoretical discovery and tackle increasingly complex management. However, we need additional elaboration on how algorithmic analysis can augment humans inference making, and how to best integrate algorithmic analyses into inductive theory building processes. Addressing this need, we propose in this paper Augmented Inference Making as a distinct method to improve inductive theory building from large sets of textual data.

Please use this url to cite or link to this publication:
author
and
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
host publication
Academy of Management Annual Meeting Proceedings
series title
Academy of Management Annual Meeting Proceedings
volume
2025
edition
1
conference name
85th Annual Meeting of the Academy of Management, AOM 2025
conference location
Copenhagen, Denmark
conference dates
2025-07-25 - 2025-07-29
external identifiers
  • scopus:105009402290
ISSN
0065-0668
DOI
10.5465/AMPROC.2025.50bp
language
English
LU publication?
yes
additional info
Publisher Copyright: © 2025, Academy of Management. All rights reserved.
id
6f2cd020-cacd-44f3-bf81-b4884e95f543
date added to LUP
2025-12-22 10:59:24
date last changed
2025-12-22 10:59:28
@inproceedings{6f2cd020-cacd-44f3-bf81-b4884e95f543,
  abstract     = {{<p>With the abundance of data and digital traces of human behavior that are currently available, and the accessible algorithmic analyses to analyze them, management scholars have the opportunity to expand their scope of theoretical discovery and tackle increasingly complex management. However, we need additional elaboration on how algorithmic analysis can augment humans inference making, and how to best integrate algorithmic analyses into inductive theory building processes. Addressing this need, we propose in this paper Augmented Inference Making as a distinct method to improve inductive theory building from large sets of textual data.</p>}},
  author       = {{Hamadi, Hassan M. and Brattström, Anna}},
  booktitle    = {{Academy of Management Annual Meeting Proceedings}},
  issn         = {{0065-0668}},
  language     = {{eng}},
  series       = {{Academy of Management Annual Meeting Proceedings}},
  title        = {{AUGMENTED INFERENCE MAKING : ORGANIZAING THE CHAIN OF THOUGHT TRIALS FROM PERCEPTION TO CONCEPTION}},
  url          = {{http://dx.doi.org/10.5465/AMPROC.2025.50bp}},
  doi          = {{10.5465/AMPROC.2025.50bp}},
  volume       = {{2025}},
  year         = {{2025}},
}