Diffusion of AI governance

Artificial intelligence (AI) has the potential to address social, economic, and environmental challenges. However, effective use of AI in organizations relies on the establishment of an AI governance framework. Although existing studies have discussed a variety of issues raised by AI-based systems a...

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Main Authors: CHEN, Langtao, ESCHENBRENNER, Brenda, NAH, Fiona Fui-hoon, SIAU, Keng, QIAN, Yuzhou
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Language:English
Published: Institutional Knowledge at Singapore Management University 2022
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Online Access:https://ink.library.smu.edu.sg/sis_research/9467
https://ink.library.smu.edu.sg/context/sis_research/article/10467/viewcontent/Diffusion_of_AI_Governance.pdf
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Institution: Singapore Management University
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spelling sg-smu-ink.sis_research-104672024-11-11T07:55:05Z Diffusion of AI governance CHEN, Langtao ESCHENBRENNER, Brenda NAH, Fiona Fui-hoon SIAU, Keng QIAN, Yuzhou Artificial intelligence (AI) has the potential to address social, economic, and environmental challenges. However, effective use of AI in organizations relies on the establishment of an AI governance framework. Although existing studies have discussed a variety of issues raised by AI-based systems and proposed AI governance frameworks to overcome those issues, organizations face challenges in adopting AI governance. Informed by innovation diffusion theory, this research evaluates the impact of internal and external influences on AI governance adoption between highly regulated and less regulated industries. We also assess the effect of adopting AI governance on organizational performance. Findings from this study will not only provide a nuanced understanding of the source of AI governance adoption, but also provide implications and guidelines for implementing AI governance in organizations. 2022-05-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/9467 https://ink.library.smu.edu.sg/context/sis_research/article/10467/viewcontent/Diffusion_of_AI_Governance.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University AI governance Organizational adoption Innovation diffusion Organizational performance Social systems Artificial Intelligence and Robotics Technology and Innovation
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic AI governance
Organizational adoption
Innovation diffusion
Organizational performance
Social systems
Artificial Intelligence and Robotics
Technology and Innovation
spellingShingle AI governance
Organizational adoption
Innovation diffusion
Organizational performance
Social systems
Artificial Intelligence and Robotics
Technology and Innovation
CHEN, Langtao
ESCHENBRENNER, Brenda
NAH, Fiona Fui-hoon
SIAU, Keng
QIAN, Yuzhou
Diffusion of AI governance
description Artificial intelligence (AI) has the potential to address social, economic, and environmental challenges. However, effective use of AI in organizations relies on the establishment of an AI governance framework. Although existing studies have discussed a variety of issues raised by AI-based systems and proposed AI governance frameworks to overcome those issues, organizations face challenges in adopting AI governance. Informed by innovation diffusion theory, this research evaluates the impact of internal and external influences on AI governance adoption between highly regulated and less regulated industries. We also assess the effect of adopting AI governance on organizational performance. Findings from this study will not only provide a nuanced understanding of the source of AI governance adoption, but also provide implications and guidelines for implementing AI governance in organizations.
format text
author CHEN, Langtao
ESCHENBRENNER, Brenda
NAH, Fiona Fui-hoon
SIAU, Keng
QIAN, Yuzhou
author_facet CHEN, Langtao
ESCHENBRENNER, Brenda
NAH, Fiona Fui-hoon
SIAU, Keng
QIAN, Yuzhou
author_sort CHEN, Langtao
title Diffusion of AI governance
title_short Diffusion of AI governance
title_full Diffusion of AI governance
title_fullStr Diffusion of AI governance
title_full_unstemmed Diffusion of AI governance
title_sort diffusion of ai governance
publisher Institutional Knowledge at Singapore Management University
publishDate 2022
url https://ink.library.smu.edu.sg/sis_research/9467
https://ink.library.smu.edu.sg/context/sis_research/article/10467/viewcontent/Diffusion_of_AI_Governance.pdf
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