Closing the Loop of Big Data Analytics: the Case of Learning Analytics. - Marta Stelmaszak; Aleksi Aaltonen (ECIS, 2018)

Unboxing the Algorithm: A Process Model of an Algorithmic Solution. - Marta Stelmaszak (AMCIS, 2021)

Data are in the Eye of the Beholder: Co-creating the Value of Personal Data. - Marta Stelmaszak; Glenn C. Parry (HICSS, 2021)

How To Train Your Algo: Investigating the Enablers of Bias in Algorithmic Development. - Marta Stelmaszak (ICIS, 2021)

Inside a Data Science Team: Data Crafting in Generating Strategic Value from Analytics. - Marta Stelmaszak (ECIS, 2022)

What Flows Through Data Infrastructures: Blockages, Bends, and Bottlenecks in Sharing Gender Data Between Institutions. - Marta Stelmaszak; Erica Wagner (ICIS, 2022)

Teaching Case Study: Gender Data Trouble in a Student Information System. - Marta Stelmaszak; Erica Wagner (HICSS, 2023)

What is Missing from Research on Data in Information Systems? Insights from the Inaugural Workshop on Data Research. - Aleksi Aaltonen; Cristina Alaimo; Elena Parmiggiani; Marta Stelmaszak; Sirkka L. Jarvenpaa; Jannis Kallinikos; Eric Monteiro (Commun. Assoc. Inf. Syst., 2023)

Organizations as Digital Enactment Systems: A Theory of Replacement of Humans by Digital Technologies in Organizational Scanning, Interpretation, and Learning. - Ioanna D. Constantiou; Mayur Joshi; Marta Stelmaszak (J. Assoc. Inf. Syst., 2023)

Crafting Ever-Changing Data Products: Towards a Process Model of Data Work. - Konstantin Hopf; Mayur Joshi; Marta Stelmaszak; Arisa Shollo (ECIS, 2024)

Information Systems and Social Justice: Functional Specification and Closure in the Age of Abnormal Justice. - Marta Stelmaszak; Sarah Lebovitz; Erica Wagner (ICIS, 2024)

The Performative Production of Trace Data in Knowledge Work. - Aleksi Aaltonen; Marta Stelmaszak (Inf. Syst. Res., 2024)

When Algorithms Delegate to Humans: Exploring Human-Algorithm Interaction at Uber. - Marta Stelmaszak; Mareike Möhlmann; Carsten Sørensen (MIS Q., 2024)

Recognition in Personal Data: Data Warping, Recognition Concessions, and Social Justice. - Marta Stelmaszak; Erica L. Wagner; Nicolle Nixon Dupont (MIS Q., 2024)

What is Changing the Game in Data Research? Insights from the "Innovating in Data-based Reality" Professional Development Workshop. - Daisy Xu; Marta Stelmaszak; Aleksi Aaltonen (Commun. Assoc. Inf. Syst., 2025)