The lifecycle of algorithmic decision-making systems: Organizational choices and ethical challenges

M Marabelli, S Newell, V Handunge - The Journal of Strategic Information …, 2021 - Elsevier
In this viewpoint article we discuss algorithmic decision-making systems (ADMS), which we
view as organizational sociotechnical systems with their use in practice having …

Insights From “The Machine Stops to Better Understand Rational Assumptions in Algorithmic Decision Making and Its Implications for Organizations

D Lindebaum, M Vesa, F Den Hond - Academy of Management …, 2020 - journals.aom.org
These are the words of Kuno, the protagonist in EM Forster's much-acclaimed short story
“The Machine Stops.” 1 In this review essay we use Forster's story as a source of inspiration …

Strategic opportunities (and challenges) of algorithmic decision-making: A call for action on the long-term societal effects of 'datification'

S Newell, M Marabelli - The Journal of Strategic Information Systems, 2015 - Elsevier
Today, digital data are captured through a variety of devices that have the ability to monitor
the minutiae of an individual's everyday life. These data are often processed by algorithms …

How to regulate algorithmic decision‐making: A framework of regulatory requirements for different applications

TD Krafft, KA Zweig, PD König - Regulation & Governance, 2022 - Wiley Online Library
Algorithmic decision‐making (ADM) systems have come to support, pre‐empt or substitute
for human decisions in manifold areas, with potentially significant impacts on individuals' …

Algorithmic management: Its implications for information systems research

L Cameron, L Lamers, U Leicht-Deobald… - … of the Association for …, 2023 - aisel.aisnet.org
In recent years, the topic of algorithmic management has received increasing attention in
information systems (IS) research and beyond. As both emerging platform businesses and …

“Look! It'sa computer program! It's an algorithm! It's AI!”: Does terminology affect human perceptions and evaluations of algorithmic decision-making systems?

M Langer, T Hunsicker, T Feldkamp, CJ König… - Proceedings of the …, 2022 - dl.acm.org
In the media, in policy-making, but also in research articles, algorithmic decision-making
(ADM) systems are referred to as algorithms, artificial intelligence, and computer programs …

The legitimacy gap of algorithmic decision-making in the public sector: Why it arises and how to address it

PD König, G Wenzelburger - Technology in society, 2021 - Elsevier
Algorithmic decision-making (ADM) systems are increasingly adopted by the state to support
various administrative functions and improve the effectiveness and efficiency of public …

[HTML][HTML] Future of business culture: an artificial intelligence-driven digital framework for organization decision-making process

NK Rajagopal, NI Qureshi, S Durga, EH Ramirez Asis… - Complexity, 2022 - hindawi.com
Technological efforts are currently being used across a broad array of industries. Through
the combination of consumer choice and matching principle, the goal of this paper is to …

Organizational decision-making structures in the age of artificial intelligence

YR Shrestha, SM Ben-Menahem… - California …, 2019 - journals.sagepub.com
How does organizational decision-making change with the advent of artificial intelligence
(AI)-based decision-making algorithms? This article identifies the idiosyncrasies of human …

Decision augmentation and automation with artificial intelligence: Threat or opportunity for managers?

M Leyer, S Schneider - Business Horizons, 2021 - Elsevier
Artificial intelligence (AI) has emerged as a promising and increasingly available technology
for managerial decision-making. With the adoption of AI-enabled software, organizations …