Sovanta: Behind the scenes
Area Information Systems
The Area Information Systems is part of the Faculty of Business Administration and consists of the chairs of Professors Armin Heinzl, Christian Becker, Hartmut Hoehle and Junior Professor Jana Rebecca-Rehse.
On this page you will find links to the individual chair websites as well as news and recent publications from the Area Information Systems. For an overview of the wide range of courses offered, contact information for scientific staff, and insight into current research projects please visit the individual chair websites.
Publications
- Pieper, M., Fallon, M. and Heinzl, A. (2024). Micro-randomized trials in information systems research: An experimental method for advancing knowledge about our dynamic and digitalized world. Journal of Information Technology : JIT.
- Rink, J., Tollens, F., Tschalzev, A., Bartelt, C., Heinzl, A., Hoffmann, J., Schoenberg, S. O., Marzina, A., Sandikci, V., Wiegand, C., Hoyer, C. and Szabo, K. (2024). Establishing an MSU service in a medium-sized German urban area — clinical and economic considerations. Frontiers in Neurolgy, 15, 1–9.
- Grebe, M., Franke, M. R. and Heinzl, A. (2023). Artificial intelligence: how leading companies define use cases, scale-up utilization, and realize value. Informatik-Spektrum, 46, 197–209.
- Oberste, L. and Heinzl, A. (2023). User-centric explainability in healthcare: A knowledge-level perspective of informed machine learning. IEEE Transactions on Artificial Intelligence, 4, 840–857.
- Pethig, F. and Kroenung, J. (2023). Biased humans, (un)biased algorithms? Journal of Business Ethics, 183, 637–652.
- Venkatesh, V., Thong, J. Y. L., Spohrer, K., Chan, F. K. Y., Arora, A., Höhle, H. and Venkatraman, S. (2023). Equality does not make you happy: efects of differentiated leader-member exchange and team-member exchange on developer satisfaction in agile development teams. MIS Quarterly, 47, 1239-1270.
- Höhle, H., Venkatesh, V., Brown, S. A., Tepper, B. J. and Kude, T. (2022). Impact of customer compensation strategies on outcomes and the mediating role of justice perceptions: a longitudinal study of target's data breach. MIS Quarterly, 46, 299–340.
- Jussupow, E., Spohrer, K. and Heinzl, A. (2022). Identity threats as a reason for resistance to artificial intelligence: Survey study with medical students and professionals. JMIR Formative Research, 6, 1–15.
- Jussupow, E., Spohrer, K. and Heinzl, A. (2022). Radiologists’ usage of diagnostic AI systems : The role of diagnostic self-efficacy for sensemaking from confirmation and disconfirmation. Business & Information Systems Engineering : BISE, 64, 293–309.
- Rahal, R.-M., Hamann, H., Brohmer, H. and Pethig, F. (2022). Sharing the recipe: Reproducibility and replicability in research across disciplines. Research Ideas and Outcomes : RIO, 8, 1–20.
- Fallon, M., Riem, M. M. E., Kunst, L. E., Kop, W. J. and Kupper, N. (2021). Multi-modal responses to the Virtual Reality Trier Social Stress Test: A comparison with standard interpersonal and control conditions. International Journal of Psychophysiology, 161, 27–34.
- Förderer, J., Lüker, N. and Heinzl, A. (2021). And the winner is …? The desirable and undesirable effects of platform awards. Information Systems Research : ISR, 32, 1155-1172.
- Jussupow, E., Spohrer, K., Heinzl, A. and Gawlitza, J. (2021). Augmenting medical diagnosis decisions? An investigation into physicians’ decision making process with artificial intelligence. Information Systems Research : ISR, 32, 713–735.
- Mateja, D. and Heinzl, A. (2021). Towards machine learning as an enabler of computational creativity. IEEE Transactions on Artificial Intelligence, 2, 460–475.
- Pethig, F., Kroenung, J. and Noeltner, M. (2021). A stigma power perspective on digital government service avoidance. Government Information Quarterly, 38.
- Seeger, A.-M., Pfeiffer, J. and Heinzl, A. (2021). Texting with humanlike conversational agents: Designing for anthropomorphism. Journal of the Association for Information Systems : JAIS, 22, 931–967.
- Spohrer, K., Fallon, M., Höhle, H. and Heinzl, A. (2021). Designing effective mobile health apps: Does combining behavior change techniques really create synergies? Journal of Management Information Systems : JMIS, 38, 517–545.
- Ding, W. and Höhle, H. (2023). AI-assisted diagnosis of bone tuberculosis: A design science research approach. In , ICIS 2023, Rising like a Phoenix: emerging from the pandemic and reshaping human endeavors with digital technologies : Hyderabad, India, 10–13 December 2023, proceedings (S. 1–9). , AISeL: Red Hook, NY.
- Hoffmann, P., Shmagina, V., Halckenhäußer, A. and Lüker, N. (2023). The influence of user feedback on complementary innovation in platform ecosystems: NLP evidence on the value of multihoming. In , Proceedings of the 56th Annual Hawaii International Conference on System Sciences (S. 5994-6003). , University of Hawaii at Manoa: Honolulu, HI.
- Oberste, L., Rüffer, F., Aydingül, O., Rink, J. and Heinzl, A. (2023). Designing user-centric explanations for medical imaging with informed machine learning. In , Design Science Research for a New Society: Society 5.0 : 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023, Pretoria, South Africa, May 31 – June 2, 2023, Proceedings (S. 470–484). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Schilpp, J., Pethig, F. and Höhle, H. (2023). Analytics dashboards and user behavior: Evidence from GitHub. In , 2023 46th MIPRO ICT and Electronics Convention (MIPRO) : May 22-May 26, 2023, Opatija, Croatia : proceedings (S. 56–61). , IEEE: Opatija, Croatia.
- Zercher, D., Jussupow, E. and Heinzl, A. (2023). When AI joins the team: A literature review on intragroup processes and their effect on team performance in team-AI collaboration. In , European Conference on Information Systems, ECIS 2023 : proceedings (S. 1–18). European Conference on Information Systems (ECIS) : Research Papers, AISeL: Atlanta, GA.
- Halckenhäußer, A., Mann, F., Förderer, J. and Hoffmann, P. (2022). Comparing platform core features with third-party complements. machine-learning evidence from Apple iOS.. In , Proceedings of the 55th Annual Hawaii International Conference on System Sciences (HICSS 55) (S. 6679-6688). , HICSS: Honolulu, HI.
- Holtzwart, R., Seeger, A.-M. and Heinzl, A. (2022). Beauty is in the eye of the controller: Designing avatars for the ideal or actual self. In , ICIS 2022 proceedings : digitization for the next generation, December 9–14, Copenhagen, Denmark, Article 10 (S. 1–9). , AISeL: Atlanta, GA.
- Kunz, P. C., Jussupow, E., Spohrer, K. and Heinzl, A. (2022). How the application of machine learning systems changes business processes: A multiple case study. In , Proceedings of the 30th European Conference on Information Systems (ECIS): Timișoara, Romania, June 18–24, 2022 (S. 1–11). ECIS Research-in-Progress Papers, AISeL: Atlanta, GA.
- Oberste, L., Finze, N., Hoffmann, P. and Heinzl, A. (2022). Supporting the billing process in outpatient medical care: Automated medical coding through machine learning. In , Proceedings of the 30th European Conference on Information Systems (ECIS): Timișoara, Romania, June 18–24, 2022 (S. 1–18). European Conference on Information Systems (ECIS) : Research Papers, AISeL: Atlanta, GA.
- Röck, T., Hoffmann, P., Spohrer, K., Schimmer, T. and Heinzl, A. (2022). Assessing the impact of empirical process control metrics in agile software development – A framework based on improvement capability. In , Proceedings of the 30th European Conference on Information Systems (ECIS): Timișoara, Romania, June 18–24, 2022 (S. 1–15). Conference of the European Colloid and Interface Society (ECIS) : Research Papers, AISeL: Atlanta, GA.
- Zercher, D. and Bärenz, P. (2022). Digitalisierung der psychologischen Diagnosesicherung im Bereich der DGUV: Entwicklung und Evaluation eines Diagnosealgorithmus. In , 22. Workshop Psychologie der Arbeitssicherheit und Gesundheit : Transfer von Sicherheit und Gesundheit (S. 189–192). , Asanger Verlag: Kröning.
- Dietz, J., Glaser, K. and Höhle, H. (2021). Uncertainty reducing and handling strategies in ML development projects. In , Proceedings of the 42nd International Conference on Information Systems, ICIS 2020, Building Sustainability and Resilience with IS: A Call for Action, Austin, Texas, December 12–15, 2021 (S. 1–17). , AISeL: Atlanta, GA.
- Fallon, M., Schmidt, K., Aydingül, O. and Heinzl, A. (2021). Feedback messages during goal pursuit: The dynamic impact on mHealth use. In , ICIS 2021 Proceedings (S. 1–17). , Association of Information Systems: .
- Oberste, L., Aydingül, O., Jussupow, E. and Heinzl, A. (2021). When every minute matters : using predictive analytics of intervention durations to support hospital scheduling. In , PACIS 2021 : Pacific Asia Conference on Information Systems, 12th to 14th July 2021, Dubai (S. 1–9). PACIS Proceedings, AISeL: Atlanta, GA.
- Seeger, A.-M. and Heinzl, A. (2021). Chatbots often fail! Can anthropomorphic design mitigate trust loss in conversational agents for customer service? In , ECIS 2021 : Proceedings of the Twenty-Ninth European Conference on Information Systems : a virtual AIS Conference, June 14 – 16, 2021 (S. 1–20). European Conference on Information Systems : ECIS, AISeL: Atlanta, GA.
- Zandkarimi, F., Rennemeier, J. and Rehse, J.-R. (2021). Are we doing things right? An approach to measure process inefficiencies in the control flow. In , Business Process Management Forum : BPM Forum 2021, Rome, Italy, September 06–10, 2021, Proceedings (S. 109–125). Lecture Notes in Business Information Processing : LNBIP, Springer: Berlin [u.a.].
- Zercher, D., Krivec, J. and Bärenz, P. (2021). Der Arbeitsunfall als traumatisches Ereignis: Qualität, Prävalenz und Auswirkung der PTBS-Diagnose im Bereich der gesetzlichen Unfallversicherung. In , 21. Workshop Psychologie der Arbeitssicherheit und Gesundheit : Gewalt in der Arbeit verhüten und die Zukunft gesundheitsförderlich gestalten! Ergänzungsband (S. 93–96). , Asanger Verlag: Kröning.
- Mateja, D. and Heinzl, A. (2022). Computergestützte Kreativität. In Handbuch Digitalisierung (S. 229–250). München: Vahlen.