What is Changing the Game in Data Research? Insights from the "Innovating in Data-based Reality" Professional Development Workshop.

Marta Stelmaszak

Daisy Xu Marta Stelmaszak Aleksi Aaltonen What is Changing the Game in Data Research? Insights from the "Innovating in Data-based Reality" Professional Development Workshop. 2 2025 56 Commun. Assoc. Inf. Syst. https://aisel.aisnet.org/cais/vol56/iss1/2 db/journals/cais/cais56.html#XuSA25 streams/journals/cais

Tomislav Karacic Marta Stelmaszak From Referentiality to Functionalism: A New Logic for Theorizing Data in the Age of Generative AI. 2025 ICIS https://aisel.aisnet.org/icis2025/gen_ai/gen_ai/4 conf/icis/2025 db/conf/icis/icis2025.html#KaracicS25 Johanna Lorenz Adrian van Raay Marta Stelmaszak Jan Recker #WeAreNotWaiting: Relational Agency in Human-Algorithm Interaction in an Artificial Pancreas System. 2025 ICIS https://aisel.aisnet.org/icis2025/hti/hti/21 conf/icis/2025 db/conf/icis/icis2025.html#LorenzRSR25 Marta Stelmaszak Yue Xue Monideepa Tarafdar Aleksi Aaltonen "Think About an LLM Like a Toddler": Information Quality in Large Language Models' Outputs. 2025 ICIS https://aisel.aisnet.org/icis2025/gen_ai/gen_ai/3 conf/icis/2025 db/conf/icis/icis2025.html#StelmaszakXTA25

Aleksi Aaltonen Marta Stelmaszak The Performative Production of Trace Data in Knowledge Work. 1448-1462 2024 35 Inf. Syst. Res. 3 https://doi.org/10.1287/isre.2019.0357 db/journals/isr/isr35.html#AaltonenS24 streams/journals/isr

Marta Stelmaszak Erica L. Wagner Nicolle Nixon Dupont Recognition in Personal Data: Data Warping, Recognition Concessions, and Social Justice. 1611-1636 2024 48 MIS Q. 4 https://doi.org/10.25300/misq/2023/18088 db/journals/misq/misq48.html#StelmaszakWD24 streams/journals/misq

Marta Stelmaszak Mareike Möhlmann Carsten Sørensen When Algorithms Delegate to Humans: Exploring Human-Algorithm Interaction at Uber. 305-330 2024 49 MIS Q. 1 https://doi.org/10.25300/misq/2024/17911 db/journals/misq/misq49.html#StelmaszakMS24 streams/journals/misq

Konstantin Hopf Mayur Joshi Marta Stelmaszak Arisa Shollo Crafting Ever-Changing Data Products: Towards a Process Model of Data Work. 2024 ECIS https://aisel.aisnet.org/ecis2024/track01_peoplefirst/track01_peoplefirst/3 conf/ecis/2024 db/conf/ecis/ecis2024.html#HopfJSS24 Marta Stelmaszak Sarah Lebovitz Erica Wagner Information Systems and Social Justice: Functional Specification and Closure in the Age of Abnormal Justice. 2024 ICIS https://aisel.aisnet.org/icis2024/soc_impactIS/soc_impactIS/12 conf/icis/2024 db/conf/icis/icis2024.html#StelmaszakLW24

Aleksi Aaltonen Cristina Alaimo Elena Parmiggiani Marta Stelmaszak Sirkka L. Jarvenpaa Jannis Kallinikos Eric Monteiro What is Missing from Research on Data in Information Systems? Insights from the Inaugural Workshop on Data Research. 17 2023 53 Commun. Assoc. Inf. Syst. https://aisel.aisnet.org/cais/vol53/iss1/17 db/journals/cais/cais53.html#AaltonenAPSJKM23

Ioanna D. Constantiou Mayur Joshi Marta Stelmaszak Organizations as Digital Enactment Systems: A Theory of Replacement of Humans by Digital Technologies in Organizational Scanning, Interpretation, and Learning. 1 2023 24 J. Assoc. Inf. Syst. 6 https://aisel.aisnet.org/jais/vol24/iss6/1 db/journals/jais/jais24.html#ConstantiouJS23

Marta Stelmaszak Erica Wagner Teaching Case Study: Gender Data Trouble in a Student Information System. 6191-6197 2023 HICSS https://hdl.handle.net/10125/103384 conf/hicss/2023 db/conf/hicss/hicss2023.html#StelmaszakW23 Marta Stelmaszak Inside a Data Science Team: Data Crafting in Generating Strategic Value from Analytics. 2022 ECIS https://aisel.aisnet.org/ecis2022_rp/86 conf/ecis/2022 db/conf/ecis/ecis2022.html#Stelmaszak22 Marta Stelmaszak Erica Wagner What Flows Through Data Infrastructures: Blockages, Bends, and Bottlenecks in Sharing Gender Data Between Institutions. 2022 ICIS https://aisel.aisnet.org/icis2022/digit_nxt_gen/digit_nxt_gen/9 conf/icis/2022 db/conf/icis/icis2022.html#StelmaszakW22 Marta Stelmaszak Unboxing the Algorithm: A Process Model of an Algorithmic Solution. 2021 AMCIS https://aisel.aisnet.org/amcis2021/art_intel_sem_tech_intelligent_systems/art_intel_sem_tech_intelligent_systems/19 conf/amcis/2021 db/conf/amcis/amcis2021.html#Stelmaszak21 Marta Stelmaszak Glenn C. Parry Data are in the Eye of the Beholder: Co-creating the Value of Personal Data. 1-10 2021 HICSS https://hdl.handle.net/10125/70817 conf/hicss/2021 db/conf/hicss/hicss2021.html#StelmaszakP21 Marta Stelmaszak How To Train Your Algo: Investigating the Enablers of Bias in Algorithmic Development. 2021 ICIS https://aisel.aisnet.org/icis2021/ai_business/ai_business/7 conf/icis/2021 db/conf/icis/icis2021.html#Stelmaszak21 Marta Stelmaszak Aleksi Aaltonen Closing the Loop of Big Data Analytics: the Case of Learning Analytics. 82 2018 ECIS https://aisel.aisnet.org/ecis2018_rp/82 conf/ecis/2018 db/conf/ecis/ecis2018.html#StelmaszakA18 Aleksi Aaltonen Cristina Alaimo Ioanna D. Constantiou Nicolle Nixon Dupont Konstantin Hopf Sirkka L. Jarvenpaa Mayur Joshi Jannis Kallinikos Tomislav Karacic Sarah Lebovitz Johanna Lorenz Mareike Möhlmann Eric Monteiro Elena Parmiggiani Glenn ParryGlenn C. Parry Adrian van Raay Jan Recker Arisa Shollo Carsten Sørensen Monideepa Tarafdar Erica Wagner Erica L. Wagner Daisy Xu Yue Xue