Research interests
- data-driven behavior change
- mobile health applications and health IS
- digitally supported mental wellbeing
Short CV
| since 2022 |
Research Assistant (PhD) at the Chair of General Management and Information Systems University of Mannheim |
|---|---|
| 2020–2022 |
M.Sc. Mannheim Master in Management University of Mannheim |
| 2020–2022 |
M.Sc. Business Administration and Information Systems Copenhagen Business School |
| 2019–2020 |
Project Assistant at the German Chamber of Commerce Beijing AHK Greater China |
| 2015–2019 |
B.Sc. Business and Economics University of Cologne |
Publications
- Pieper, M., Fallon, M. & 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. https://doi.org/http://doi.org/10.1177/02683962241280287
- Rink, J., Tollens, F., Tschalzev, A., Bartelt, C., Heinzl, A., Hoffmann, J., Schoenberg, S. O., Marzina, A., Sandikci, V., Wiegand, C., Hoyer, C. & Szabo, K. (2024). Establishing an MSU service in a medium-sized German urban area — clinical and economic considerations. Frontiers in Neurolgy, 15(1358145), 1–9. https://doi.org/10.3389/fneur.2024.1358145
- Grebe, M., Franke, M. R. & Heinzl, A. (2023). Artificial intelligence: how leading companies define use cases, scale-up utilization, and realize value. Informatik-Spektrum, 46(4), 197–209. https://doi.org/10.1007/s00287-023-01548-6
- Oberste, L. & Heinzl, A. (2023). User-centric explainability in healthcare: A knowledge-level perspective of informed machine learning. IEEE Transactions on Artificial Intelligence, 4(4), 840–857. https://doi.org/10.1109/TAI.2022.3227225
- Jussupow, E., Spohrer, K. & Heinzl, A. (2022). Identity threats as a reason for resistance to artificial intelligence: Survey study with medical students and professionals. JMIR Formative Research, 6(3), 1–15. https://doi.org/10.2196/28750
- Jussupow, E., Spohrer, K. & 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(3), 293–309. https://doi.org/10.1007/s12599-022-00750-2
- Fallon, M., Riem, M. M. E., Kunst, L. E., Kop, W. J. & 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. https://doi.org/10.1016/j.ijpsycho.2021.01.010
- Förderer, J., Lüker, N. & Heinzl, A. (2021). And the winner is …? The desirable and undesirable effects of platform awards. Information Systems Research : ISR, 32(4), 1155–1172. https://doi.org/10.1287/isre.2021.1019
- Jussupow, E., Spohrer, K., Heinzl, A. & Gawlitza, J. (2021). Augmenting medical diagnosis decisions? An investigation into physicians’ decision making process with artificial intelligence. Information Systems Research : ISR, 32(3), 713–735. https://doi.org/10.1287/isre.2020.0980
- Mateja, D. & Heinzl, A. (2021). Towards machine learning as an enabler of computational creativity. IEEE Transactions on Artificial Intelligence, 2(6), 460–475. https://doi.org/10.1109/TAI.2021.3100456
- Seeger, A.-M., Pfeiffer, J. & Heinzl, A. (2021). Texting with humanlike conversational agents: Designing for anthropomorphism. Journal of the Association for Information Systems : JAIS, 22(4), 931–967. https://doi.org/10.17705/1jais.00685
- Spohrer, K., Fallon, M., Höhle, H. & Heinzl, A. (2021). Designing effective mobile health apps: Does combining behavior change techniques really create synergies? Journal of Management Information Systems : JMIS, 38(2), 517–545. https://doi.org/10.1080/07421222.2021.1912936
- Foerderer, J. (2020). Interfirm exchange and innovation in platform ecosystems: evidence from Apple’s Worldwide Developers Conference. Management Science, 66(10), 4772–4787. https://doi.org/10.1287/mnsc.2019.3425
- Riem, M. M. E., Kunst, L. E., Bekker, M. H. J., Fallon, M. & Kupper, N. (2020). Intranasal oxytocin enhances stress-protective effects of social support in women with negative childhood experiences during a virtual Trier Social Stress Test. Psychoneuroendocrinology, 111(Article 104482), 1–9. https://doi.org/10.1016/j.psyneuen.2019.104482
- Venkatesh, V., Thong, J. Y. L., Chan, F. K. Y., Höhle, H. & Spohrer, K. (2020). How agile software development methods reduce work exhaustion: Insights on role perceptions and organizational skills. Information Systems Journal : ISJ, 30(4), 733–761. https://doi.org/10.1111/isj.12282
- Förderer, J., Kude, T., Schütz, S. W. & Heinzl, A. (2019). Knowledge boundaries in enterprise software platform development: Antecedents and consequences for platform governance. Information Systems Journal : ISJ, 29(1), 119–144. https://doi.org/10.1111/isj.12186
- Gawlitza, J., Sturm, T., Spohrer, K., Henzler, T., Akin, I., Schönberg, S., Borggrefe, M., Haubenreisser, H. & Trinkmann, F. (2019). Predicting pulmonary function testing from quantified computed tomography using machine learning algorithms in patients with COPD. Diagnostics : Open Access Journal, 9(1), 1–33. https://doi.org/10.3390/diagnostics9010033
- Kude, T., Mithas, S., Schmidt, C. T. & Heinzl, A. (2019). How pair programming influences team performance: The role of backup behavior, shared mental models, and task novelty. Information Systems Research : ISR, 30(4), 1145–1163. https://doi.org/10.1287/isre.2019.0856
- Hoffmann, P., Shmagina, V., Halckenhäußer, A. & Lüker, N. (2023). The influence of user feedback on complementary innovation in platform ecosystems: NLP evidence on the value of multihoming. In T. X. Bui (eds.), 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. & Heinzl, A. (2023). Designing user-centric explanations for medical imaging with informed machine learning. In A. Gerber & R. Baskerville (eds.), 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.]. https://doi.org/10.1007/978-3-031-32808-4_29
- Zercher, D., Jussupow, E. & 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. & Hoffmann, P. (2022). Comparing platform core features with third-party complements. machine-learning evidence from Apple iOS.. In T. X. Bui (eds.), Proceedings of the 55th Annual Hawaii International Conference on System Sciences (HICSS 55) (S. 6679–6688). , HICSS: Honolulu, HI.
- Holtzwart, R., Seeger, A.-M. & Heinzl, A. (2022). Beauty is in the eye of the controller: Designing avatars for the ideal or actual self. In N. Bjørn-Andersen (eds.), 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. & Heinzl, A. (2022). How the application of machine learning systems changes business processes: A multiple case study. In R. Beck, D. Petcu & M. Fotache (eds.), 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. & 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. & 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. & Bärenz, P. (2022). Digitalisierung der psychologischen Diagnosesicherung im Bereich der DGUV: Entwicklung und Evaluation eines Diagnosealgorithmus. In S. Rehmer & C. Eickholt (eds.), 22. Workshop Psychologie der Arbeitssicherheit und Gesundheit : Transfer von Sicherheit und Gesundheit (S. 189–192). , Asanger Verlag: Kröning.
- Fallon, M., Schmidt, K., Aydingül, O. & Heinzl, A. (2021). Feedback messages during goal pursuit: The dynamic impact on mHealth use. In J. S. Valacich & A. Barua (eds.), ICIS 2021 Proceedings (S. 1–17). , Association of Information Systems: .
- Oberste, L., Aydingül, O., Jussupow, E. & 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. & Heinzl, A. (2021). Chatbots often fail! Can anthropomorphic design mitigate trust loss in conversational agents for customer service? In F. Rowe, R. El Amrani & M. Limayem (eds.), 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.
- Zercher, D., Krivec, J. & Bärenz, P. (2021). Der Arbeitsunfall als traumatisches Ereignis: Qualität, Prävalenz und Auswirkung der PTBS-Diagnose im Bereich der gesetzlichen Unfallversicherung. In R. Trimpop, A. Fischbach & I. Seliger (eds.), 21. Workshop Psychologie der Arbeitssicherheit und Gesundheit : Gewalt in der Arbeit verhüten und die Zukunft gesundheitsförderlich gestalten! Ergänzungsband (S. 93–96). , Asanger Verlag: Kröning.
- Bärenz, P., Krivec, J. & Zercher, D. (2020). Die Vorhersage von AUF-Tagen, Kosten und Länge des Rehabilitationsprozesses bei schweren Arbeitsunfällen mit psychischen Störungen als Unfallfolgen. In R. Trimpop, A. Fischbach & I. Seliger (eds.), 21. Workshop Psychologie der Arbeitssicherheit und Gesundheit : Gewalt in der Arbeit verhüten und die Zukunft gesundheitsförderlich gestalten! (S. 519–522). , Asanger Verlag: Kröning.
- Fallon, M., Schmidt-Kraepelin, M., Thiebes, S., Warsinsky, S. L. & Sunyaev, A. (2020). Social comparison in mhealth: The role of similar others and feelings of envy. In J. George, S. Paul & R. De' (eds.), ICIS 2020 : Proceedings of the 41st International Conference on Information Systems (Virtual Conference), Hyderabad, India, December 13–16, 2020 (S. Paper 1655). , AISeL: Atlanta, GA.
- Halckenhäußer, A., Förderer, J. & Heinzl, A. (2020). Platform governance mechanisms: An integrated literature review and research directions. In F. Rowe (eds.), Proceedings of the 28th European Conference on Information Systems (ECIS) : an Online AIS Conference, June 15–17, 2020 (S. Paper 30). , AISeL: Atlanta, GA.
- Halckenhäußer, A., Förderer, J. & Heinzl, A. (2020). Wolf in a sheep’s clothing: When do complementors face competition with platform owners? In J. George, S. Paul & R. De' (eds.), ICIS 2020 : Proceedings of the 41st International Conference on Information Systems (Virtual Conference), Hyderabad, India, December 13–16, 2020 (S. Paper 1515). , AISeL: Atlanta, GA.
- Hoffmann, P., Mateja, D., Spohrer, K. & Heinzl, A. (2020). Socio-behavioral elements in data-driven requirements engineering: The case of enterprise cloud software. In F. Rowe (eds.), 28th European Conference on Information Systems (ECIS2020) : an Online AIS Conference, June 15–17, 2020 (S. 1–16). European Conference on Information Systems : ECIS, AISeL: Atlanta, GA.
- Jussupow, E., Benbasat, I. & Heinzl, A. (2020). Why are we averse towards Algorithms? A comprehensive literature Review on Algorithm aversion. In F. Rowe (eds.), 28th European Conference on Information Systems – Liberty, Equality, and Fraternity in a Digitizing World, ECIS 2020, Marrakech, Morocco, June 15–17, 2020 : Proceedings (S. RP 168). , AISeL: Atlanta, GA.
- Krivec, J., Zercher, D. & Bärenz, P. (2020). Akutintervention bei Psychische Störungen nach Arbeitsunfällen. In R. Trimpop, A. Fischbach & I. Seliger (eds.), 21. Workshop Psychologie der Arbeitssicherheit und Gesundheit : Gewalt in der Arbeit verhüten und die Zukunft gesundheitsförderlich gestalten! (S. 523–526). , Asanger Verlag: Kröning.
- Kunz, P. C., Spohrer, K. & Heinzl, A. (2020). The impact of business analytics: A process-level perspective. In J. George, S. Paul & R. De' (eds.), ICIS 2020 : Proceedings of the 41st International Conference on Information Systems (Virtual Conference), Hyderabad, India, December 13–16, 2020 (S. Paper 1401). , AISeL: Atlanta, GA.
- Ocón Palma, M. . C., Seeger, A.-M. & Heinzl, A. (2020). Mitigating information overload in e-commerce interactions with conversational agents. In F. D. Davis (eds.), Information Systems and Neuroscience (S. 221–228). Lecture Notes in Information Systems and Organisation, Springer International Publishing: Cham. https://doi.org/10.1007/978-3-030-28144-1_24
- Fallon, M., Spohrer, K. & Heinzl, A. (2019). Deep structure use of mHealth: A social cognitive theory perspective. In ECIS 2019 proceedings : Information systems for a sharing society : Proceedings of the 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8–14, 2019 (S. Paper 24, 1–11). , AISeL: Atlanta, GA.
- Fallon, M., Spohrer, K. & Heinzl, A. (2019). Wearable devices: A physiological and self-regulatory intervention for increasing attention in the workplace. In F. D. Davis (eds.), Information systems and neuroscience : NeuroIS Retreat 2018 : Vienna , Austria, June 19 – 21 : abstracts ; part 2 (S. 229–238). Lecture Notes in Information Systems and Organisation, Springer: Cham. https://doi.org/10.1007/978-3-030-01087-4_28
- Hoffmann, P., Mateja, D., Spohrer, K. & Heinzl, A. (2019). Bridging the vendor-user gap in enterprise cloud software development through data-driven requirements engineering. In H. Krcmar (eds.), Proceedings of the International Conference on Information Systems – Information Systems at the Heart of Innovation Ecosystems : ICIS 2019, Munich, Germany, December 15–18, 2019 (S. Paper 11). , AISeL: Atlanta, GA.
- Maier, S. B., Jussupow, E. & Heinzl, A. (2019). Good, bad, or both? Measurement of physician's ambivalent attitudes towards AI. In P. Johannesson (eds.), 27th European Conference on Information Systems – Information Systems for a Sharing Society, ECIS 2019, Stockholm and Uppsala, Sweden, June 8–14, 2019 (S. Paper 115). , AISeL: Atlanta, GA.
- Risius, M., Aydinguel, O. & Haug, M. (2019). Towards an understanding of conspiracy echo chambers on Facebook. In P. Johannesson (eds.), 27th European Conference on Information Systems – Information Systems for a Sharing Society, ECIS 2019, Stockholm and Uppsala, Sweden, June 8–14, 2019 (S. Paper 36). , AISeL: Atlanta, GA.
- Mateja, D. & Heinzl, A. (2022). Computergestützte Kreativität. In S. Roth & H. Corsten (eds.), Handbuch Digitalisierung (S. 229–250). München: Vahlen.
- Halckenhäußer, A., Heinzl, A. & Spohrer, K. (2020). Gravitation of SaaS-centric cloud platforms. In E. Beulen & P. M. A. Ribbers (eds.), The Routledge companion to managing digital outsourcing (S. 245–268). London: Routledge.
- Hoffmann, P., Spohrer, K. & Heinzl, A. (2020). Analyzing usage data in enterprise cloud software: An action design research approach. In R. A. Hirschheim (eds.), Information systems outsourcing : the era of digital transformation (5. ed., S. 257–274). Cham: Springer. https://doi.org/10.1007/978-3-030-45819-5_11
Teaching
- Corporate Knowledge Management
Master’s Level, Course Administration and Case Study
since Fall Semester 2024 - Bachelor Thesis Business Administration
Administration und Organization
since Spring Semester 2024 - Supervision of Seminar, Bachelor and Master Thesis
Business Administration and Business Informatics
since 2022