Algorithmic management in a work context

MH Jarrahi, G Newlands, MK Lee, CT Wolf… - Big Data & …, 2021 - journals.sagepub.com
… as well, given the self-learning capacities of cutting-edge techniques such as AlphaZero. …
Moreover, new roles will be defined for managers as being strategic and creative thinkers …

Algorithmic management in the platform economy

D Stark, I Pais - Sociologica, 2020 - sociologica.unibo.it
… The text in this work is licensed under the Creative Commons BY License. … these “power
asymmetries stemmed from eBay’s capacity to impose sanctions and rewards through highly …

Algorithmic management and algorithmic competencies: Understanding and appropriating algorithms in gig work

MH Jarrahi, W Sutherland - … 2019, Washington, DC, USA, March 31–April …, 2019 - Springer
… Due to their analytical capacities, algorithms and smart agents are replacing some of the …
However, gig workers are creative in investigating these algorithmic systems, and such …

The future of human creative knowledge work within the digital economy

WD Holford - Futures, 2019 - Elsevier
management decision systems involving data interpretation via advanced data analytics, also
known as algorithmic management. … creative capacities. Reversing the current knowledge-…

Algorithms as work designers: How algorithmic management influences the design of jobs

X Parent-Rocheleau, SK Parker - Human resource management review, 2022 - Elsevier
… We review the literature on algorithmic management (AM) to … six management functions
that algorithms are currently able to perform: monitoring, goal setting, performance management, …

[HTML][HTML] … intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance

P Mikalef, M Gupta - Information & management, 2021 - Elsevier
… and realization of AI algorithms, managing the infrastructure to … Organizational change
capacity focuses on the potential … management literature and IS studies, developing a capacity

Algorithmic management of work on online labor platforms: When matching meets control.

M Möhlmann, L Zalmanson, O Henfridsson… - MIS …, 2021 - search.ebscohost.com
… predictive capacities of machine-learning algorithms. For example, … creative work, score
lower on algorithmic matching (work requesters are encouraged to find the most suited creative

In the age of the smart artificial intelligence: AI's dual capacities for automating and informating work

MH Jarrahi - Business Information Review, 2019 - journals.sagepub.com
… Some go so far as to assign attributes of ‘creativity’ to AI when, for … capacities for automating
and informating work, but as a technology it is only a catalyst in algorithmic management. …

Algorithms at work: The new contested terrain of control

KC Kellogg, MA Valentine… - Academy of management …, 2020 - journals.aom.org
… rewarding through gamification may compromise workers’ capacity to deliberatively set …
work” of data curation creatively adapt or reshape algorithmic production technologies as they do …

Breaking the vicious cycle of algorithmic management: A virtue ethics approach to people analytics

U Gal, TB Jensen, MK Stein - Information and Organization, 2020 - Elsevier
… towards the accomplishment of a good life (Aristotle, 1987; MacIntyre, 1967); that is, “a
morally admirable life [characterized by] the development and exercise of our natural capacities, …