Algorithmic bias: review, synthesis, and future research directions

N Kordzadeh, M Ghasemaghaei - European Journal of Information …, 2022 - Taylor & Francis
As firms are moving towards data-driven decision making, they are facing an emerging
problem, namely, algorithmic bias. Accordingly, algorithmic systems can yield socially …

The dark sides of people analytics: reviewing the perils for organisations and employees

LM Giermindl, F Strich, O Christ… - European Journal of …, 2022 - Taylor & Francis
Technological advances in the field of artificial intelligence (AI) are heralding a new era of
analytics and data-driven decision-making. Organisations increasingly rely on people …

Human resources analytics: A systematization of research topics and directions for future research

A Margherita - Human Resource Management Review, 2022 - Elsevier
The management of human resources is today significantly impacted by the emergence of
the global workforce and the increasing relevance of business analytics as a strategic …

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
The increasing use of People Analytics to manage people in organizations ushers in an era
of algorithmic management. People analytics are said to allow decision-makers to make …

Algorithms as co‐workers: Human algorithm role interactions in algorithmic work

M Tarafdar, X Page, M Marabelli - Information Systems Journal, 2023 - Wiley Online Library
In algorithmic work, algorithms execute operational and management tasks such as work
allocation, task tracking and performance evaluation. Humans and algorithms interact with …

More self-organization, more control—or even both? Inverse transparency as a digital leadership concept

M Gierlich-Joas, T Hess, R Neuburger - Business Research, 2020 - Springer
Digital innovations drive an organization's digital transformation. While numerous studies
focus on digital product and service innovation, digital process innovation and novel …

Is AI recruiting (un) ethical? A human rights perspective on the use of AI for hiring

AL Hunkenschroer, A Kriebitz - AI and Ethics, 2023 - Springer
The use of artificial intelligence (AI) technologies in organizations' recruiting and selection
procedures has become commonplace in business practice; accordingly, research on AI …

The Performative Production of Trace Data in Knowledge Work

A Aaltonen, M Stelmaszak - Information Systems Research, 2023 - pubsonline.informs.org
The digitalization of organizational settings can provide seemingly unprecedented visibility
into knowledge work practices through trace data. Although trace data could be a boon for …

Technology-mediated control: Case examples and research directions for the future of organizational control

WA Cram, M Wiener - … of the Association for Information Systems, 2020 - aisel.aisnet.org
This study explores the emerging topic of technology-mediated control (TMC), which refers
to an organization's using digital technologies to influence workers to behave in a manner …

Role of external factors in adoption of HR analytics: does statistical background, gender and age matters?

G Muhammad, MS Siddiqui, R Rasheed… - Journal of Business …, 2024 - Taylor & Francis
This research investigates the impact of external factors on the adoption of Human Resource
Analytics (HRA) under the framework of original UTAUT model. The conceptual framework …