Artificial intelligence in data-driven decision making: the challenges and opportunities of data ethics

This article is a critical review of relevant literature that explores how the use of technologies, particularly those powered by artificial intelligence, are impacting data-driven decision making. Artificial intelligence can provide powerful opportunities for the teaching and learning process. However, it also poses significant risks. The article discusses how the technologies that underlie artificial intelligence can create problematic data use, especially in terms of data ethics. The article raises the concerns with the intention of bringing awareness to educators about both the benefits and risks of the technologies. Thus, the article uniquely contributes to practice and research by providing the integration of a theoretical framework for data ethics to emerging technologies in practice.

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Publication Details

Journal
Cogent Education
Published
2025-11-06
DOI
https://doi.org/10.1080/2331186x.2025.2584802
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Artificial intelligence in data-driven decision making: the challenges and opportunities of data ethics

Ellen B. Mandinach
Cogent Education
Ethics and Social Impacts of AI
article

Artificial intelligence in data-driven decision making: the challenges and opportunities of data ethics

Ellen B. Mandinach
article en

Abstract

This article is a critical review of relevant literature that explores how the use of technologies, particularly those powered by artificial intelligence, are impacting data-driven decision making. Artificial intelligence can provide powerful opportunities for the teaching and learning process. However, it also poses significant risks. The article discusses how the technologies that underlie artificial intelligence can create problematic data use, especially in terms of data ethics. The article raises the concerns with the intention of bringing awareness to educators about both the benefits and risks of the technologies. Thus, the article uniquely contributes to practice and research by providing the integration of a theoretical framework for data ethics to emerging technologies in practice.

Cogent EducationVol. 12(1)
Wested (US)
Openalex Percentile: Top 67%
Ethics and Social Impacts of AI
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