[{"department":[{"_id":"563"}],"user_id":"66731","_id":"52369","language":[{"iso":"eng"}],"keyword":["Product Lifecyle Management (PLM)","Data Analytics","Data-driven Design","Engineering Management","Lifecycle Data"],"publication":"2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)","type":"conference","status":"public","abstract":[{"text":"Megatrends, such as digitization or sustainability, are confronting the product management of manufacturing companies with a variety of challenges regarding the design of future products, but also the management of the actual products. To successfully position their products in the market, product managers need to gather and analyze comprehensive information about customers, developments in the products’ environment, product usage, and more. The digitization of all aspects of life is making data on these topics increasingly available – via social media, documents, or the internet of things from the products themselves. The systematic collection and analysis of these data enable the exploitation of new potentials for the adaption of existing products and the creation of the products of tomorrow. However, there are still no insights into the main concepts and cause-effect relationships in exploiting data-driven approaches for product management. Therefore, this paper aims to identify the main concepts and advantages of data-driven product management. To answer the corresponding research questions a comprehensive systematic literature review is conducted. From its results, a detailed description of the main concepts of data-driven product management is derived. Furthermore, a taxonomy for the advantages of data-driven product management is presented. The main concepts and the taxonomy allow for a deeper understanding of the topic while highlighting necessary future actions and research needs.","lang":"eng"}],"date_created":"2024-03-07T18:13:47Z","author":[{"first_name":"Timm","full_name":"Fichtler, Timm","id":"66731","last_name":"Fichtler","orcid":"https://orcid.org/0000-0001-6034-4399"},{"first_name":"Khoren","full_name":"Grigoryan, Khoren","last_name":"Grigoryan"},{"first_name":"Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian","id":"43136"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"}],"date_updated":"2024-03-07T18:17:34Z","publisher":"IEEE","conference":{"name":"IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)","start_date":"2023-11-22","end_date":"2023-11-24","location":"Rabat, Morocco"},"doi":"10.1109/ictmod59086.2023.10438135","title":"Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research","publication_status":"published","citation":{"apa":"Fichtler, T., Grigoryan, K., Koldewey, C., &#38; Dumitrescu, R. (2023). Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research. <i>2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Rabat, Morocco. <a href=\"https://doi.org/10.1109/ictmod59086.2023.10438135\">https://doi.org/10.1109/ictmod59086.2023.10438135</a>","bibtex":"@inproceedings{Fichtler_Grigoryan_Koldewey_Dumitrescu_2023, title={Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research}, DOI={<a href=\"https://doi.org/10.1109/ictmod59086.2023.10438135\">10.1109/ictmod59086.2023.10438135</a>}, booktitle={2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)}, publisher={IEEE}, author={Fichtler, Timm and Grigoryan, Khoren and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }","mla":"Fichtler, Timm, et al. “Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research.” <i>2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>, IEEE, 2023, doi:<a href=\"https://doi.org/10.1109/ictmod59086.2023.10438135\">10.1109/ictmod59086.2023.10438135</a>.","short":"T. Fichtler, K. Grigoryan, C. Koldewey, R. Dumitrescu, in: 2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), IEEE, 2023.","ieee":"T. Fichtler, K. Grigoryan, C. Koldewey, and R. Dumitrescu, “Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Rabat, Morocco, 2023, doi: <a href=\"https://doi.org/10.1109/ictmod59086.2023.10438135\">10.1109/ictmod59086.2023.10438135</a>.","chicago":"Fichtler, Timm, Khoren Grigoryan, Christian Koldewey, and Roman Dumitrescu. “Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research.” In <i>2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. IEEE, 2023. <a href=\"https://doi.org/10.1109/ictmod59086.2023.10438135\">https://doi.org/10.1109/ictmod59086.2023.10438135</a>.","ama":"Fichtler T, Grigoryan K, Koldewey C, Dumitrescu R. Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research. In: <i>2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. IEEE; 2023. doi:<a href=\"https://doi.org/10.1109/ictmod59086.2023.10438135\">10.1109/ictmod59086.2023.10438135</a>"},"year":"2023"},{"publication_status":"published","publication_identifier":{"issn":["2569-2348","2569-4944"],"isbn":["9783658366339","9783658366346"]},"year":"2023","place":"Wiesbaden","citation":{"ama":"Özcan L, Drewel M, Koldewey C, Dumitrescu R. Strategische Planung des Einstiegs in die Plattformökonomie. In: Schallmo D, Lang K, Werani T, Krumay B, eds. <i>Digitalisierung: Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter</i>. Schwerpunkt Business Model Innovation. Springer Fachmedien Wiesbaden; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-658-36634-6_7\">10.1007/978-3-658-36634-6_7</a>","chicago":"Özcan, Leon, Marvin Drewel, Christian Koldewey, and Roman Dumitrescu. “Strategische Planung Des Einstiegs in Die Plattformökonomie.” In <i>Digitalisierung: Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter</i>, edited by Daniel Schallmo, Klaus Lang, Thomas Werani, and Barbara Krumay. Schwerpunkt Business Model Innovation. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. <a href=\"https://doi.org/10.1007/978-3-658-36634-6_7\">https://doi.org/10.1007/978-3-658-36634-6_7</a>.","ieee":"L. Özcan, M. Drewel, C. Koldewey, and R. Dumitrescu, “Strategische Planung des Einstiegs in die Plattformökonomie,” in <i>Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale Zeitalter</i>, D. Schallmo, K. Lang, T. Werani, and B. Krumay, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2023.","apa":"Özcan, L., Drewel, M., Koldewey, C., &#38; Dumitrescu, R. (2023). Strategische Planung des Einstiegs in die Plattformökonomie. In D. Schallmo, K. Lang, T. Werani, &#38; B. Krumay (Eds.), <i>Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale Zeitalter</i>. Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-36634-6_7\">https://doi.org/10.1007/978-3-658-36634-6_7</a>","short":"L. Özcan, M. Drewel, C. Koldewey, R. Dumitrescu, in: D. Schallmo, K. Lang, T. Werani, B. Krumay (Eds.), Digitalisierung: Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter, Springer Fachmedien Wiesbaden, Wiesbaden, 2023.","mla":"Özcan, Leon, et al. “Strategische Planung Des Einstiegs in Die Plattformökonomie.” <i>Digitalisierung: Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter</i>, edited by Daniel Schallmo et al., Springer Fachmedien Wiesbaden, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-658-36634-6_7\">10.1007/978-3-658-36634-6_7</a>.","bibtex":"@inbook{Özcan_Drewel_Koldewey_Dumitrescu_2023, place={Wiesbaden}, series={Schwerpunkt Business Model Innovation}, title={Strategische Planung des Einstiegs in die Plattformökonomie}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-36634-6_7\">10.1007/978-3-658-36634-6_7</a>}, booktitle={Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale Zeitalter}, publisher={Springer Fachmedien Wiesbaden}, author={Özcan, Leon and Drewel, Marvin and Koldewey, Christian and Dumitrescu, Roman}, editor={Schallmo, Daniel and Lang, Klaus and Werani, Thomas and Krumay, Barbara}, year={2023}, collection={Schwerpunkt Business Model Innovation} }"},"publisher":"Springer Fachmedien Wiesbaden","date_updated":"2024-04-17T16:01:26Z","author":[{"last_name":"Özcan","full_name":"Özcan, Leon","id":"45137","first_name":"Leon"},{"full_name":"Drewel, Marvin","last_name":"Drewel","first_name":"Marvin"},{"orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","full_name":"Koldewey, Christian","id":"43136","first_name":"Christian"},{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"}],"date_created":"2024-04-17T15:59:09Z","title":"Strategische Planung des Einstiegs in die Plattformökonomie","doi":"10.1007/978-3-658-36634-6_7","type":"book_chapter","publication":"Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale Zeitalter","editor":[{"full_name":"Schallmo, Daniel","last_name":"Schallmo","first_name":"Daniel"},{"last_name":"Lang","full_name":"Lang, Klaus","first_name":"Klaus"},{"first_name":"Thomas","last_name":"Werani","full_name":"Werani, Thomas"},{"full_name":"Krumay, Barbara","last_name":"Krumay","first_name":"Barbara"}],"status":"public","_id":"53553","user_id":"43136","series_title":"Schwerpunkt Business Model Innovation","department":[{"_id":"563"}],"language":[{"iso":"eng"}]},{"citation":{"chicago":"Dumitrescu, Roman, Frank Riemensperger, Günther Schuh, Jan Biehler, Anna Frey, Christian Hocken, Christian Koldewey, et al. <i>Acatech Maturity Index Smart Services</i>. Acatech STUDIE, 2023.","ieee":"R. Dumitrescu <i>et al.</i>, <i>acatech Maturity Index Smart Services</i>. 2023.","ama":"Dumitrescu R, Riemensperger F, Schuh G, et al. <i>Acatech Maturity Index Smart Services</i>.; 2023.","apa":"Dumitrescu, R., Riemensperger, F., Schuh, G., Biehler, J., Frey, A., Hocken, C., Koldewey, C., Kühn, A., Rabe, M., Schacht, M., Comans, S., Fichtler, T., Govioni, A., Harland, T., Kaufmann, J., Optehostert, F., Rieger, M., Scholtysik, M., Schreiner, N., … Sommer, F. (2023). <i>acatech Maturity Index Smart Services</i>.","mla":"Dumitrescu, Roman, et al. <i>Acatech Maturity Index Smart Services</i>. 2023.","bibtex":"@book{Dumitrescu_Riemensperger_Schuh_Biehler_Frey_Hocken_Koldewey_Kühn_Rabe_Schacht_et al._2023, series={acatech STUDIE}, title={acatech Maturity Index Smart Services}, author={Dumitrescu, Roman and Riemensperger, Frank and Schuh, Günther and Biehler, Jan and Frey, Anna and Hocken, Christian and Koldewey, Christian and Kühn, Arno and Rabe, Martin and Schacht, Maximilian and et al.}, year={2023}, collection={acatech STUDIE} }","short":"R. Dumitrescu, F. Riemensperger, G. Schuh, J. Biehler, A. Frey, C. Hocken, C. Koldewey, A. Kühn, M. Rabe, M. Schacht, S. Comans, T. Fichtler, A. Govioni, T. Harland, J. Kaufmann, F. Optehostert, M. Rieger, M. Scholtysik, N. Schreiner, J. Sedlmeir, F. Sommer, Acatech Maturity Index Smart Services, 2023."},"year":"2023","title":"acatech Maturity Index Smart Services","author":[{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"},{"full_name":"Riemensperger, Frank","last_name":"Riemensperger","first_name":"Frank"},{"first_name":"Günther","full_name":"Schuh, Günther","last_name":"Schuh"},{"first_name":"Jan","full_name":"Biehler, Jan","last_name":"Biehler"},{"full_name":"Frey, Anna","last_name":"Frey","first_name":"Anna"},{"full_name":"Hocken, Christian","last_name":"Hocken","first_name":"Christian"},{"first_name":"Christian","full_name":"Koldewey, Christian","id":"43136","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey"},{"first_name":"Arno","last_name":"Kühn","full_name":"Kühn, Arno"},{"first_name":"Martin","last_name":"Rabe","full_name":"Rabe, Martin"},{"first_name":"Maximilian","full_name":"Schacht, Maximilian","last_name":"Schacht"},{"last_name":"Comans","full_name":"Comans, Sebastian","first_name":"Sebastian"},{"orcid":"https://orcid.org/0000-0001-6034-4399","last_name":"Fichtler","full_name":"Fichtler, Timm","id":"66731","first_name":"Timm"},{"full_name":"Govioni, Alina","last_name":"Govioni","first_name":"Alina"},{"last_name":"Harland","full_name":"Harland, Tobias","first_name":"Tobias"},{"full_name":"Kaufmann, Jonas","last_name":"Kaufmann","first_name":"Jonas"},{"last_name":"Optehostert","full_name":"Optehostert, Felix","first_name":"Felix"},{"last_name":"Rieger","full_name":"Rieger, Marcel","first_name":"Marcel"},{"first_name":"Michel","last_name":"Scholtysik","full_name":"Scholtysik, Michel","id":"50562"},{"first_name":"Nick","last_name":"Schreiner","full_name":"Schreiner, Nick"},{"first_name":"Joachim","full_name":"Sedlmeir, Joachim","last_name":"Sedlmeir"},{"full_name":"Sommer, Franziska","last_name":"Sommer","first_name":"Franziska"}],"date_created":"2024-04-17T16:06:29Z","date_updated":"2024-04-17T16:06:40Z","status":"public","type":"report","language":[{"iso":"eng"}],"user_id":"43136","series_title":"acatech STUDIE","department":[{"_id":"563"}],"_id":"53554"},{"year":"2023","intvolume":"       120","citation":{"ama":"Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas. 2023;120.","ieee":"M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas,” vol. 120. 2023.","chicago":"Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Circular Product-Service-System Ideation Canvas – A Framework for the Design of Circular Product-Service-System Ideas.” Procedia CIRP , 2023.","apa":"Scholtysik, M., Rohde, M., Koldewey, C., &#38; Dumitrescu, R. (2023). <i>Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas</i> (Vol. 120).","short":"M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, 120 (2023).","bibtex":"@article{Scholtysik_Rohde_Koldewey_Dumitrescu_2023, series={Procedia CIRP }, title={Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas}, volume={120}, author={Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2023}, collection={Procedia CIRP } }","mla":"Scholtysik, Michel, et al. <i>Circular Product-Service-System Ideation Canvas – A Framework for the Design of Circular Product-Service-System Ideas</i>. 2023."},"title":"Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas","date_updated":"2024-04-17T15:44:15Z","volume":120,"author":[{"first_name":"Michel","id":"50562","full_name":"Scholtysik, Michel","last_name":"Scholtysik"},{"last_name":"Rohde","full_name":"Rohde, Malte","first_name":"Malte"},{"last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian","id":"43136","first_name":"Christian"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"date_created":"2023-11-30T10:56:31Z","status":"public","type":"conference","language":[{"iso":"eng"}],"_id":"49363","department":[{"_id":"563"}],"user_id":"43136","series_title":"Procedia CIRP "},{"author":[{"first_name":"Patrick","full_name":"Ködding, Patrick","id":"45402","last_name":"Ködding"},{"orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","id":"43136","full_name":"Koldewey, Christian","first_name":"Christian"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"date_created":"2023-10-06T12:38:33Z","date_updated":"2024-04-17T17:06:44Z","title":"Scenario-Based Foresight in the Age of Digital Technologies and AI","page":"51-67","citation":{"ama":"Ködding P, Koldewey C, Dumitrescu R. Scenario-Based Foresight in the Age of Digital Technologies and AI. In: Shajek A, Hartmann EA, eds. <i>New Digital Work</i>. ; 2023:51-67.","chicago":"Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “Scenario-Based Foresight in the Age of Digital Technologies and AI.” In <i>New Digital Work</i>, edited by Alexandra Shajek and Ernst A. Hartmann, 51–67, 2023.","ieee":"P. Ködding, C. Koldewey, and R. Dumitrescu, “Scenario-Based Foresight in the Age of Digital Technologies and AI,” in <i>New Digital Work</i>, A. Shajek and E. A. Hartmann, Eds. 2023, pp. 51–67.","mla":"Ködding, Patrick, et al. “Scenario-Based Foresight in the Age of Digital Technologies and AI.” <i>New Digital Work</i>, edited by Alexandra Shajek and Ernst A. Hartmann, 2023, pp. 51–67.","bibtex":"@inbook{Ködding_Koldewey_Dumitrescu_2023, title={Scenario-Based Foresight in the Age of Digital Technologies and AI}, booktitle={New Digital Work}, author={Ködding, Patrick and Koldewey, Christian and Dumitrescu, Roman}, editor={Shajek, Alexandra and Hartmann, Ernst A.}, year={2023}, pages={51–67} }","short":"P. Ködding, C. Koldewey, R. Dumitrescu, in: A. Shajek, E.A. Hartmann (Eds.), New Digital Work, 2023, pp. 51–67.","apa":"Ködding, P., Koldewey, C., &#38; Dumitrescu, R. (2023). Scenario-Based Foresight in the Age of Digital Technologies and AI. In A. Shajek &#38; E. A. Hartmann (Eds.), <i>New Digital Work</i> (pp. 51–67)."},"year":"2023","department":[{"_id":"563"}],"user_id":"43136","_id":"47834","language":[{"iso":"eng"}],"publication":"New Digital Work","type":"book_chapter","status":"public","editor":[{"last_name":"Shajek","full_name":"Shajek, Alexandra","first_name":"Alexandra"},{"first_name":"Ernst A.","full_name":"Hartmann, Ernst A.","last_name":"Hartmann"}]},{"publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"citation":{"ieee":"P. Ködding, K. Ellermann, C. Koldewey, and R. Dumitrescu, “Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases,” <i>Procedia CIRP</i>, vol. 119, pp. 740–745, 2023, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.01.015\">10.1016/j.procir.2023.01.015</a>.","chicago":"Ködding, Patrick, Kai Ellermann, Christian Koldewey, and Roman Dumitrescu. “Scenario-Based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases.” <i>Procedia CIRP</i> 119 (2023): 740–45. <a href=\"https://doi.org/10.1016/j.procir.2023.01.015\">https://doi.org/10.1016/j.procir.2023.01.015</a>.","ama":"Ködding P, Ellermann K, Koldewey C, Dumitrescu R. Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases. <i>Procedia CIRP</i>. 2023;119:740-745. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.01.015\">10.1016/j.procir.2023.01.015</a>","apa":"Ködding, P., Ellermann, K., Koldewey, C., &#38; Dumitrescu, R. (2023). Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases. <i>Procedia CIRP</i>, <i>119</i>, 740–745. <a href=\"https://doi.org/10.1016/j.procir.2023.01.015\">https://doi.org/10.1016/j.procir.2023.01.015</a>","bibtex":"@article{Ködding_Ellermann_Koldewey_Dumitrescu_2023, title={Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases}, volume={119}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.01.015\">10.1016/j.procir.2023.01.015</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Ködding, Patrick and Ellermann, Kai and Koldewey, Christian and Dumitrescu, Roman}, year={2023}, pages={740–745} }","mla":"Ködding, Patrick, et al. “Scenario-Based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases.” <i>Procedia CIRP</i>, vol. 119, Elsevier BV, 2023, pp. 740–45, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.01.015\">10.1016/j.procir.2023.01.015</a>.","short":"P. Ködding, K. Ellermann, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023) 740–745."},"page":"740-745","intvolume":"       119","year":"2023","author":[{"last_name":"Ködding","id":"45402","full_name":"Ködding, Patrick","first_name":"Patrick"},{"full_name":"Ellermann, Kai","last_name":"Ellermann","first_name":"Kai"},{"full_name":"Koldewey, Christian","id":"43136","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"date_created":"2023-10-06T12:39:17Z","volume":119,"publisher":"Elsevier BV","date_updated":"2024-04-25T08:30:26Z","doi":"10.1016/j.procir.2023.01.015","title":"Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases","type":"journal_article","publication":"Procedia CIRP","status":"public","user_id":"15782","department":[{"_id":"563"}],"_id":"47835","language":[{"iso":"eng"}],"keyword":["General Medicine"]},{"status":"public","publication":"Procedia CIRP","type":"journal_article","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"102490","_id":"54567","page":"792-797","intvolume":"       120","citation":{"chicago":"Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey, Albert Albers, and Roman Dumitrescu. “Future-Robust Evolution of Product Portfolios: Need for Action from Theory and Practice.” <i>Procedia CIRP</i> 120 (2023): 792–97. <a href=\"https://doi.org/10.1016/j.procir.2023.09.077\">https://doi.org/10.1016/j.procir.2023.09.077</a>.","ieee":"M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu, “Future-robust evolution of product portfolios: Need for action from theory and practice,” <i>Procedia CIRP</i>, vol. 120, pp. 792–797, 2023, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.09.077\">10.1016/j.procir.2023.09.077</a>.","mla":"Schlegel, Michael, et al. “Future-Robust Evolution of Product Portfolios: Need for Action from Theory and Practice.” <i>Procedia CIRP</i>, vol. 120, Elsevier BV, 2023, pp. 792–97, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.09.077\">10.1016/j.procir.2023.09.077</a>.","short":"M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu, Procedia CIRP 120 (2023) 792–797.","bibtex":"@article{Schlegel_Wiederkehr_Rapp_Koldewey_Albers_Dumitrescu_2023, title={Future-robust evolution of product portfolios: Need for action from theory and practice}, volume={120}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.09.077\">10.1016/j.procir.2023.09.077</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Schlegel, Michael and Wiederkehr, Ingrid and Rapp, Simon and Koldewey, Christian and Albers, Albert and Dumitrescu, Roman}, year={2023}, pages={792–797} }","apa":"Schlegel, M., Wiederkehr, I., Rapp, S., Koldewey, C., Albers, A., &#38; Dumitrescu, R. (2023). Future-robust evolution of product portfolios: Need for action from theory and practice. <i>Procedia CIRP</i>, <i>120</i>, 792–797. <a href=\"https://doi.org/10.1016/j.procir.2023.09.077\">https://doi.org/10.1016/j.procir.2023.09.077</a>","ama":"Schlegel M, Wiederkehr I, Rapp S, Koldewey C, Albers A, Dumitrescu R. Future-robust evolution of product portfolios: Need for action from theory and practice. <i>Procedia CIRP</i>. 2023;120:792-797. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.09.077\">10.1016/j.procir.2023.09.077</a>"},"year":"2023","publication_identifier":{"issn":["2212-8271"]},"publication_status":"published","doi":"10.1016/j.procir.2023.09.077","conference":{"start_date":"2023-10-24","name":"56th CIRP International Conference on Manufacturing Systems 2023","location":"Kapstadt","end_date":"2023-10-26"},"title":"Future-robust evolution of product portfolios: Need for action from theory and practice","volume":120,"author":[{"last_name":"Schlegel","full_name":"Schlegel, Michael","first_name":"Michael"},{"full_name":"Wiederkehr, Ingrid","id":"38169","last_name":"Wiederkehr","first_name":"Ingrid"},{"last_name":"Rapp","full_name":"Rapp, Simon","first_name":"Simon"},{"first_name":"Christian","id":"43136","full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399"},{"first_name":"Albert","full_name":"Albers, Albert","last_name":"Albers"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"date_created":"2024-06-04T07:58:32Z","publisher":"Elsevier BV","date_updated":"2024-06-04T08:00:05Z"},{"type":"journal_article","publication":"Procedia CIRP","status":"public","_id":"54565","user_id":"102490","department":[{"_id":"563"}],"language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"year":"2023","citation":{"short":"I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, A. Albers, Procedia CIRP 120 (2023) 816–821.","mla":"Wiederkehr, Ingrid, et al. “Interacting Forces for a Resilient, Future-Robust Evolution of Product Portfolios.” <i>Procedia CIRP</i>, vol. 120, Elsevier BV, 2023, pp. 816–21, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.09.081\">10.1016/j.procir.2023.09.081</a>.","bibtex":"@article{Wiederkehr_Schlegel_Koldewey_Rapp_Dumitrescu_Albers_2023, title={Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios}, volume={120}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.09.081\">10.1016/j.procir.2023.09.081</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Wiederkehr, Ingrid and Schlegel, Michael and Koldewey, Christian and Rapp, Simon and Dumitrescu, Roman and Albers, Albert}, year={2023}, pages={816–821} }","apa":"Wiederkehr, I., Schlegel, M., Koldewey, C., Rapp, S., Dumitrescu, R., &#38; Albers, A. (2023). Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios. <i>Procedia CIRP</i>, <i>120</i>, 816–821. <a href=\"https://doi.org/10.1016/j.procir.2023.09.081\">https://doi.org/10.1016/j.procir.2023.09.081</a>","ama":"Wiederkehr I, Schlegel M, Koldewey C, Rapp S, Dumitrescu R, Albers A. Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios. <i>Procedia CIRP</i>. 2023;120:816-821. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.09.081\">10.1016/j.procir.2023.09.081</a>","chicago":"Wiederkehr, Ingrid, Michael Schlegel, Christian Koldewey, Simon Rapp, Roman Dumitrescu, and Albert Albers. “Interacting Forces for a Resilient, Future-Robust Evolution of Product Portfolios.” <i>Procedia CIRP</i> 120 (2023): 816–21. <a href=\"https://doi.org/10.1016/j.procir.2023.09.081\">https://doi.org/10.1016/j.procir.2023.09.081</a>.","ieee":"I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, and A. Albers, “Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios,” <i>Procedia CIRP</i>, vol. 120, pp. 816–821, 2023, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.09.081\">10.1016/j.procir.2023.09.081</a>."},"intvolume":"       120","page":"816-821","date_updated":"2024-06-04T08:00:14Z","publisher":"Elsevier BV","date_created":"2024-06-04T07:46:58Z","author":[{"last_name":"Wiederkehr","full_name":"Wiederkehr, Ingrid","id":"38169","first_name":"Ingrid"},{"full_name":"Schlegel, Michael","last_name":"Schlegel","first_name":"Michael"},{"orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","full_name":"Koldewey, Christian","id":"43136","first_name":"Christian"},{"last_name":"Rapp","full_name":"Rapp, Simon","first_name":"Simon"},{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"},{"first_name":"Albert","last_name":"Albers","full_name":"Albers, Albert"}],"volume":120,"title":"Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios","conference":{"start_date":"2023-10-24","name":"56th CIRP International Conference on Manufacturing Systems 2023","location":"Kapstadt","end_date":"2023-10-26"},"doi":"10.1016/j.procir.2023.09.081"},{"user_id":"102490","department":[{"_id":"563"}],"_id":"54569","language":[{"iso":"eng"}],"type":"conference","status":"public","author":[{"last_name":"Wiederkehr","id":"38169","full_name":"Wiederkehr, Ingrid","first_name":"Ingrid"},{"id":"43136","full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"},{"first_name":"Michael","last_name":"Schlegel","full_name":"Schlegel, Michael"},{"last_name":"Albers","full_name":"Albers, Albert ","first_name":"Albert "}],"date_created":"2024-06-04T08:32:32Z","date_updated":"2024-06-04T08:32:40Z","conference":{"end_date":"2023-06-07","location":"Ljubljana","name":" XXXIV ISPIM Innovation Conference","start_date":"2023-06-04"},"title":"Bridging the Gap between Product Innovation and Product Planning: A literature-based Conceptual Investigation","citation":{"mla":"Wiederkehr, Ingrid, et al. <i>Bridging the Gap between Product Innovation and Product Planning: A Literature-Based Conceptual Investigation</i>. 2023.","short":"I. Wiederkehr, C. Koldewey, R. Dumitrescu, M. Schlegel, A. Albers, in: 2023.","bibtex":"@inproceedings{Wiederkehr_Koldewey_Dumitrescu_Schlegel_Albers_2023, title={Bridging the Gap between Product Innovation and Product Planning: A literature-based Conceptual Investigation}, author={Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman and Schlegel, Michael and Albers, Albert }, year={2023} }","apa":"Wiederkehr, I., Koldewey, C., Dumitrescu, R., Schlegel, M., &#38; Albers, A. (2023). <i>Bridging the Gap between Product Innovation and Product Planning: A literature-based Conceptual Investigation</i>.  XXXIV ISPIM Innovation Conference, Ljubljana.","chicago":"Wiederkehr, Ingrid, Christian Koldewey, Roman Dumitrescu, Michael Schlegel, and Albert  Albers. “Bridging the Gap between Product Innovation and Product Planning: A Literature-Based Conceptual Investigation,” 2023.","ieee":"I. Wiederkehr, C. Koldewey, R. Dumitrescu, M. Schlegel, and A. Albers, “Bridging the Gap between Product Innovation and Product Planning: A literature-based Conceptual Investigation,” presented at the  XXXIV ISPIM Innovation Conference, Ljubljana, 2023.","ama":"Wiederkehr I, Koldewey C, Dumitrescu R, Schlegel M, Albers A. Bridging the Gap between Product Innovation and Product Planning: A literature-based Conceptual Investigation. In: ; 2023."},"year":"2023"},{"publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"citation":{"apa":"Schlegel, M., Wiederkehr, I., Rapp, S., Koldewey, C., Albers, A., &#38; Dumitrescu, R. (2023). Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development of Models and Methods. In A. Liu &#38; S. Kara (Eds.), <i>Procedia CIRP</i> (Vol. 119, pp. 764–769). Elsevier BV. <a href=\"https://doi.org/10.1016/j.procir.2023.01.017\">https://doi.org/10.1016/j.procir.2023.01.017</a>","bibtex":"@inproceedings{Schlegel_Wiederkehr_Rapp_Koldewey_Albers_Dumitrescu_2023, title={Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development of Models and Methods}, volume={119}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.01.017\">10.1016/j.procir.2023.01.017</a>}, booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Schlegel, Michael and Wiederkehr, Ingrid and Rapp, Simon and Koldewey, Christian and Albers, Albert and Dumitrescu, Roman}, editor={Liu, Ang  and Kara, Sami}, year={2023}, pages={764–769} }","short":"M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu, in: A. Liu, S. Kara (Eds.), Procedia CIRP, Elsevier BV, 2023, pp. 764–769.","mla":"Schlegel, Michael, et al. “Ontology for Future-Robust Product Portfolio Evolution: A Basis for the Development of Models and Methods.” <i>Procedia CIRP</i>, edited by Ang  Liu and Sami Kara, vol. 119, Elsevier BV, 2023, pp. 764–69, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.01.017\">10.1016/j.procir.2023.01.017</a>.","ama":"Schlegel M, Wiederkehr I, Rapp S, Koldewey C, Albers A, Dumitrescu R. Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development of Models and Methods. In: Liu A, Kara S, eds. <i>Procedia CIRP</i>. Vol 119. Elsevier BV; 2023:764-769. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.01.017\">10.1016/j.procir.2023.01.017</a>","chicago":"Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey, Albert Albers, and Roman Dumitrescu. “Ontology for Future-Robust Product Portfolio Evolution: A Basis for the Development of Models and Methods.” In <i>Procedia CIRP</i>, edited by Ang  Liu and Sami Kara, 119:764–69. Elsevier BV, 2023. <a href=\"https://doi.org/10.1016/j.procir.2023.01.017\">https://doi.org/10.1016/j.procir.2023.01.017</a>.","ieee":"M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu, “Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development of Models and Methods,” in <i>Procedia CIRP</i>, Sydney, 2023, vol. 119, pp. 764–769, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.01.017\">10.1016/j.procir.2023.01.017</a>."},"intvolume":"       119","page":"764-769","year":"2023","date_created":"2024-06-04T08:36:39Z","author":[{"first_name":"Michael","full_name":"Schlegel, Michael","last_name":"Schlegel"},{"first_name":"Ingrid","full_name":"Wiederkehr, Ingrid","id":"38169","last_name":"Wiederkehr"},{"first_name":"Simon","full_name":"Rapp, Simon","last_name":"Rapp"},{"full_name":"Koldewey, Christian","id":"43136","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian"},{"last_name":"Albers","full_name":"Albers, Albert","first_name":"Albert"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"}],"volume":119,"date_updated":"2024-06-04T08:40:44Z","publisher":"Elsevier BV","conference":{"start_date":"2023-05-17","name":"The 33rd CIRP Design Conference","location":"Sydney","end_date":"2023-05-19"},"doi":"10.1016/j.procir.2023.01.017","title":"Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development of Models and Methods","type":"conference","publication":"Procedia CIRP","status":"public","editor":[{"last_name":"Liu","full_name":"Liu, Ang ","first_name":"Ang "},{"first_name":"Sami","full_name":"Kara, Sami","last_name":"Kara"}],"user_id":"102490","department":[{"_id":"563"}],"_id":"54571","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"keyword":["Product Management","Data Analytics","Data-Driven Design","Product-related data","Lifecycle Data","Tool-support"],"department":[{"_id":"563"},{"_id":"241"}],"user_id":"66731","_id":"45793","status":"public","abstract":[{"lang":"eng","text":"The global megatrends of digitization and sustainability lead to new challenges for the design and management of technical products in industrial companies. Product management - as the bridge between market and company - has the task to absorb and combine the manifold requirements and make the right product-related decisions. In the process, product management is confronted with heterogeneous information, rapidly changing portfolio components, as well as increasing product, and organizational complexity. Combining and utilizing data from different sources, e.g., product usage data and social media data leads to promising potentials to improve the quality of product-related decisions. In this paper, we reinforce the need for data-driven product management as an interdisciplinary field of action. The state of data-driven product management in practice was analyzed by conducting workshops with six manufacturing companies and hosting a focus group meeting with experts from different industries. We investigate the expectations and derive requirements leading us to open research questions, a vision for data-driven product management, and a research agenda to shape future research efforts."}],"publication":"Procedia CIRP 33","type":"conference","conference":{"name":"33rd CIRP Design Conference","location":"Sydney"},"title":"Data-Driven Product Management: A Practitioner-Driven Research Agenda","author":[{"full_name":"Grigoryan, Khoren","last_name":"Grigoryan","first_name":"Khoren"},{"orcid":"https://orcid.org/0000-0001-6034-4399","last_name":"Fichtler","full_name":"Fichtler, Timm","id":"66731","first_name":"Timm"},{"last_name":"Schreiner","full_name":"Schreiner, Nick","first_name":"Nick"},{"first_name":"Martin","full_name":"Rabe, Martin","last_name":"Rabe"},{"id":"72658","full_name":"Panzner, Melina","last_name":"Panzner","first_name":"Melina"},{"last_name":"Kühn","full_name":"Kühn, Arno","first_name":"Arno"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"},{"first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","id":"43136","full_name":"Koldewey, Christian"}],"date_created":"2023-06-27T13:46:45Z","date_updated":"2023-06-27T13:57:42Z","citation":{"chicago":"Grigoryan, Khoren, Timm Fichtler, Nick Schreiner, Martin Rabe, Melina Panzner, Arno Kühn, Roman Dumitrescu, and Christian Koldewey. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” In <i>Procedia CIRP 33</i>, 2023.","ieee":"K. Grigoryan <i>et al.</i>, “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.","ama":"Grigoryan K, Fichtler T, Schreiner N, et al. Data-Driven Product Management: A Practitioner-Driven Research Agenda. In: <i>Procedia CIRP 33</i>. ; 2023.","apa":"Grigoryan, K., Fichtler, T., Schreiner, N., Rabe, M., Panzner, M., Kühn, A., Dumitrescu, R., &#38; Koldewey, C. (2023). Data-Driven Product Management: A Practitioner-Driven Research Agenda. <i>Procedia CIRP 33</i>. 33rd CIRP Design Conference, Sydney.","mla":"Grigoryan, Khoren, et al. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” <i>Procedia CIRP 33</i>, 2023.","bibtex":"@inproceedings{Grigoryan_Fichtler_Schreiner_Rabe_Panzner_Kühn_Dumitrescu_Koldewey_2023, title={Data-Driven Product Management: A Practitioner-Driven Research Agenda}, booktitle={Procedia CIRP 33}, author={Grigoryan, Khoren and Fichtler, Timm and Schreiner, Nick and Rabe, Martin and Panzner, Melina and Kühn, Arno and Dumitrescu, Roman and Koldewey, Christian}, year={2023} }","short":"K. Grigoryan, T. Fichtler, N. Schreiner, M. Rabe, M. Panzner, A. Kühn, R. Dumitrescu, C. Koldewey, in: Procedia CIRP 33, 2023."},"year":"2023"},{"language":[{"iso":"eng"}],"keyword":["Digital Platform","Platform Strategy","Strategic Management","Platform Life Cycle","Interview Study","Business Model","Business-to-Business","Two-sided Market","Multi-sided Market"],"department":[{"_id":"563"}],"user_id":"66731","_id":"45812","status":"public","type":"conference","conference":{"name":"ISPIM Innovation Conference","location":"Ljubljana"},"title":"Interview Study on Strategy Options for Platform Operation in B2B Markets","author":[{"last_name":"Özcan","id":"45137","full_name":"Özcan, Leon","first_name":"Leon"},{"first_name":"Timm","orcid":"https://orcid.org/0000-0001-6034-4399","last_name":"Fichtler","full_name":"Fichtler, Timm","id":"66731"},{"last_name":"Kasten","full_name":"Kasten, Benjamin","first_name":"Benjamin"},{"id":"43136","full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"date_created":"2023-06-28T11:18:12Z","date_updated":"2023-06-28T11:18:31Z","citation":{"mla":"Özcan, Leon, et al. <i>Interview Study on Strategy Options for Platform Operation in B2B Markets</i>. 2023.","short":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, R. Dumitrescu, in: 2023.","bibtex":"@inproceedings{Özcan_Fichtler_Kasten_Koldewey_Dumitrescu_2023, title={Interview Study on Strategy Options for Platform Operation in B2B Markets}, author={Özcan, Leon and Fichtler, Timm and Kasten, Benjamin and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }","apa":"Özcan, L., Fichtler, T., Kasten, B., Koldewey, C., &#38; Dumitrescu, R. (2023). <i>Interview Study on Strategy Options for Platform Operation in B2B Markets</i>. ISPIM Innovation Conference, Ljubljana.","chicago":"Özcan, Leon, Timm Fichtler, Benjamin Kasten, Christian Koldewey, and Roman Dumitrescu. “Interview Study on Strategy Options for Platform Operation in B2B Markets,” 2023.","ieee":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview Study on Strategy Options for Platform Operation in B2B Markets,” presented at the ISPIM Innovation Conference, Ljubljana, 2023.","ama":"Özcan L, Fichtler T, Kasten B, Koldewey C, Dumitrescu R. Interview Study on Strategy Options for Platform Operation in B2B Markets. In: ; 2023."},"year":"2023"},{"publication":"Procedia CIRP","type":"journal_article","status":"public","_id":"47420","department":[{"_id":"563"}],"user_id":"34415","keyword":["General Medicine"],"language":[{"iso":"eng"}],"publication_identifier":{"issn":["2212-8271"]},"publication_status":"published","year":"2023","intvolume":"       119","page":"614-619","citation":{"ama":"Kürpick C, Rasor A, Scholtysik M, Kühn A, Koldewey C, Dumitrescu R. An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation. <i>Procedia CIRP</i>. 2023;119:614-619. doi:<a href=\"https://doi.org/10.1016/j.procir.2023.02.155\">10.1016/j.procir.2023.02.155</a>","chicago":"Kürpick, Christian, Anja Rasor, Michel Scholtysik, Arno Kühn, Christian Koldewey, and Roman Dumitrescu. “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation.” <i>Procedia CIRP</i> 119 (2023): 614–19. <a href=\"https://doi.org/10.1016/j.procir.2023.02.155\">https://doi.org/10.1016/j.procir.2023.02.155</a>.","ieee":"C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, and R. Dumitrescu, “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation,” <i>Procedia CIRP</i>, vol. 119, pp. 614–619, 2023, doi: <a href=\"https://doi.org/10.1016/j.procir.2023.02.155\">10.1016/j.procir.2023.02.155</a>.","mla":"Kürpick, Christian, et al. “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation.” <i>Procedia CIRP</i>, vol. 119, Elsevier BV, 2023, pp. 614–19, doi:<a href=\"https://doi.org/10.1016/j.procir.2023.02.155\">10.1016/j.procir.2023.02.155</a>.","bibtex":"@article{Kürpick_Rasor_Scholtysik_Kühn_Koldewey_Dumitrescu_2023, title={An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation}, volume={119}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2023.02.155\">10.1016/j.procir.2023.02.155</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Kürpick, Christian and Rasor, Anja and Scholtysik, Michel and Kühn, Arno and Koldewey, Christian and Dumitrescu, Roman}, year={2023}, pages={614–619} }","short":"C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023) 614–619.","apa":"Kürpick, C., Rasor, A., Scholtysik, M., Kühn, A., Koldewey, C., &#38; Dumitrescu, R. (2023). An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation. <i>Procedia CIRP</i>, <i>119</i>, 614–619. <a href=\"https://doi.org/10.1016/j.procir.2023.02.155\">https://doi.org/10.1016/j.procir.2023.02.155</a>"},"date_updated":"2023-09-27T11:31:56Z","publisher":"Elsevier BV","volume":119,"author":[{"last_name":"Kürpick","full_name":"Kürpick, Christian","first_name":"Christian"},{"id":"34415","full_name":"Rasor, Anja","last_name":"Rasor","first_name":"Anja"},{"first_name":"Michel","full_name":"Scholtysik, Michel","id":"50562","last_name":"Scholtysik"},{"full_name":"Kühn, Arno","last_name":"Kühn","first_name":"Arno"},{"last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","id":"43136","full_name":"Koldewey, Christian","first_name":"Christian"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"date_created":"2023-09-25T12:15:37Z","title":"An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation","doi":"10.1016/j.procir.2023.02.155"},{"title":"Datengestützte Produktplanung","doi":"10.17619/UNIPB/1-1667","date_updated":"2026-01-20T08:45:20Z","publisher":"Heinz Nixdorf Institut","volume":408,"date_created":"2023-11-07T14:11:00Z","place":"Paderborn","year":"2023","intvolume":"       408","citation":{"bibtex":"@book{Dumitrescu_Koldewey_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Datengestützte Produktplanung}, volume={408}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1667\">10.17619/UNIPB/1-1667</a>}, publisher={Heinz Nixdorf Institut}, year={2023}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Dumitrescu, Roman, and Christian Koldewey, editors. <i>Datengestützte Produktplanung</i>. Heinz Nixdorf Institut, 2023, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1667\">10.17619/UNIPB/1-1667</a>.","short":"R. Dumitrescu, C. Koldewey, eds., Datengestützte Produktplanung, Heinz Nixdorf Institut, Paderborn, 2023.","apa":"Dumitrescu, R., &#38; Koldewey, C. (Eds.). (2023). <i>Datengestützte Produktplanung</i> (Vol. 408). Heinz Nixdorf Institut. <a href=\"https://doi.org/10.17619/UNIPB/1-1667\">https://doi.org/10.17619/UNIPB/1-1667</a>","ieee":"R. Dumitrescu and C. Koldewey, Eds., <i>Datengestützte Produktplanung</i>, vol. 408. Paderborn: Heinz Nixdorf Institut, 2023.","chicago":"Dumitrescu, Roman, and Christian Koldewey, eds. <i>Datengestützte Produktplanung</i>. Vol. 408. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, 2023. <a href=\"https://doi.org/10.17619/UNIPB/1-1667\">https://doi.org/10.17619/UNIPB/1-1667</a>.","ama":"Dumitrescu R, Koldewey C, eds. <i>Datengestützte Produktplanung</i>. Vol 408. Heinz Nixdorf Institut; 2023. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1667\">10.17619/UNIPB/1-1667</a>"},"publication_status":"published","language":[{"iso":"ger"}],"_id":"48666","department":[{"_id":"563"}],"user_id":"15782","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","editor":[{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"},{"full_name":"Koldewey, Christian","id":"43136","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian"}],"abstract":[{"text":"Unter dem Einfluss der Digitalisierung wandeln sich mechatronische Produkte zunehmend in cyber-physische Systeme (CPS). Diese sind in der Lage, umfangreiche Daten während ihres Betriebs zu sammeln und über digitale Netzinfrastrukturen zur Verfügung zu stellen. Gemeinsam mit weiteren Daten aus der Betriebsphase versprechen sie wertvolle Erkenntnisse über das Produkt und dessen Nutzer, welche für die Hersteller der CPS insbesondere für die Planung zukünftiger Produktgenerationenrelevant sind. Die zielgerichtete Nutzung von Betriebsdaten in der strategischen Produktplanung stellt produzierende Unternehmen jedoch noch vor zahlreiche Herausforderungen, z. B. hinsichtlich der Identifizierung Erfolg versprechender Use Cases. Das vorliegende Buch greift diese Herausforderungen auf und stellt ein Instrumentarium vor, das produzierende Unternehmen zur datengestützten Produktplanung befähigt. Neben der Vorstellung praxiserprobter Methoden und Werkzeuge werden Einblicke in vier Pilotprojekte gegeben. Das Instrumentarium entstand im Forschungsprojekt „DizRuPt“, das vom Bundesministerium für Bildung und Forschung (BMBF) gefördert wurde.","lang":"eng"}],"status":"public","type":"book_editor"},{"status":"public","type":"conference","language":[{"iso":"eng"}],"_id":"49318","department":[{"_id":"563"}],"user_id":"44458","year":"2023","citation":{"ama":"Tissen D, Koldewey C, Dumitrescu R. A process-model for tailoring prototyping of cyber-physical systems. In: ; 2023.","chicago":"Tissen, Denis, Christian Koldewey, and Roman Dumitrescu. “A Process-Model for Tailoring Prototyping of Cyber-Physical Systems,” 2023.","ieee":"D. Tissen, C. Koldewey, and R. Dumitrescu, “A process-model for tailoring prototyping of cyber-physical systems,” presented at the XXXIVISPIM INNOVATION CONFERENCE - Innovation and Circular Economy, Ljubljana, Slovenia, 2023.","apa":"Tissen, D., Koldewey, C., &#38; Dumitrescu, R. (2023). <i>A process-model for tailoring prototyping of cyber-physical systems</i>. XXXIVISPIM INNOVATION CONFERENCE - Innovation and Circular Economy, Ljubljana, Slovenia.","bibtex":"@inproceedings{Tissen_Koldewey_Dumitrescu_2023, title={A process-model for tailoring prototyping of cyber-physical systems}, author={Tissen, Denis and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }","short":"D. Tissen, C. Koldewey, R. Dumitrescu, in: 2023.","mla":"Tissen, Denis, et al. <i>A Process-Model for Tailoring Prototyping of Cyber-Physical Systems</i>. 2023."},"publication_status":"published","title":"A process-model for tailoring prototyping of cyber-physical systems","conference":{"start_date":"2023-06-04","name":"XXXIVISPIM INNOVATION CONFERENCE - Innovation and Circular Economy","location":"Ljubljana, Slovenia","end_date":"2023-06-07"},"date_updated":"2024-11-18T12:18:37Z","date_created":"2023-11-29T09:54:06Z","author":[{"first_name":"Denis","last_name":"Tissen","id":"44458","full_name":"Tissen, Denis"},{"first_name":"Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian","id":"43136"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}]},{"date_updated":"2022-01-06T06:58:46Z","oa":"1","author":[{"orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","id":"43136","full_name":"Koldewey, Christian","first_name":"Christian"},{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"},{"first_name":"Martin ","last_name":"Rabe","full_name":"Rabe, Martin "}],"date_created":"2022-01-03T16:02:39Z","title":"Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation","conference":{"location":"Hawaii, USA","end_date":"2022-01-07","start_date":"2022-01-04","name":"55th Hawaii International Conference on System Sciences"},"main_file_link":[{"open_access":"1","url":"https://scholarspace.manoa.hawaii.edu/handle/10125/79486"}],"year":"2022","citation":{"bibtex":"@inproceedings{Koldewey_Dumitrescu_Rabe_2022, title={Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences}, author={Koldewey, Christian and Dumitrescu, Roman and Rabe, Martin }, year={2022} }","mla":"Koldewey, Christian, et al. “Introduction to the Data-Driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation.” <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 2022.","short":"C. Koldewey, R. Dumitrescu, M. Rabe, in: Proceedings of the 55th Hawaii International Conference on System Sciences, 2022.","apa":"Koldewey, C., Dumitrescu, R., &#38; Rabe, M. (2022). Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation. <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>. 55th Hawaii International Conference on System Sciences, Hawaii, USA.","ieee":"C. Koldewey, R. Dumitrescu, and M. Rabe, “Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation,” presented at the 55th Hawaii International Conference on System Sciences, Hawaii, USA, 2022.","chicago":"Koldewey, Christian, Roman Dumitrescu, and Martin  Rabe. “Introduction to the Data-Driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation.” In <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 2022.","ama":"Koldewey C, Dumitrescu R, Rabe M. Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation. In: <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>. ; 2022."},"_id":"29149","department":[{"_id":"563"}],"user_id":"43136","ddc":["650"],"language":[{"iso":"eng"}],"publication":"Proceedings of the 55th Hawaii International Conference on System Sciences","type":"conference_abstract","license":"https://creativecommons.org/licenses/by-sa/4.0/","status":"public"},{"language":[{"iso":"eng"}],"_id":"29380","department":[{"_id":"563"}],"user_id":"77201","abstract":[{"text":"Cyber-physical systems generate and collect huge amounts of usage data during operation. Analyzing these data may enable manufacturing companies to identify weaknesses and learn about the users of their products. Such insights are valuable in the early phases of product development like product planning, as they facilitate decision-making for product improvement. The analysis and exploitation of usage data in product planning, however, is a new task for manufacturing companies. To reduce mistakes and improve the results, companies should build upon a suitable reference process model. Unfortunately, established models for analyzing data cannot be easily applied for product planning. In this paper, we propose a reference process model for usage data-driven product planning. It builds on three well-established models for analyzing data and addresses the unique characteristics of usage data-driven product planning. Finally, we customize the model for a manufacturing company and demonstrate how it could be implemented in practice.","lang":"eng"}],"status":"public","publication":"Proceedings of the 55th Hawaii International Conference on System Sciences","type":"conference","title":"A Reference Process Model for Usage Data-Driven Product Planning","conference":{"name":"55th Hawaii International Conference on System Sciences"},"date_updated":"2022-02-21T10:40:35Z","date_created":"2022-01-18T07:53:00Z","author":[{"id":"77201","full_name":"Meyer, Maurice","last_name":"Meyer","orcid":"0000-0003-0606-7321","first_name":"Maurice"},{"full_name":"Wiederkehr, Ingrid","id":"38169","last_name":"Wiederkehr","first_name":"Ingrid"},{"full_name":"Panzner, Melina","id":"72658","last_name":"Panzner","first_name":"Melina"},{"first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","full_name":"Koldewey, Christian","id":"43136"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"year":"2022","page":"6105-6114","citation":{"bibtex":"@inproceedings{Meyer_Wiederkehr_Panzner_Koldewey_Dumitrescu_2022, title={A Reference Process Model for Usage Data-Driven Product Planning}, booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences}, author={Meyer, Maurice and Wiederkehr, Ingrid and Panzner, Melina and Koldewey, Christian and Dumitrescu, Roman}, year={2022}, pages={6105–6114} }","mla":"Meyer, Maurice, et al. “A Reference Process Model for Usage Data-Driven Product Planning.” <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 2022, pp. 6105–14.","short":"M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, R. Dumitrescu, in: Proceedings of the 55th Hawaii International Conference on System Sciences, 2022, pp. 6105–6114.","apa":"Meyer, M., Wiederkehr, I., Panzner, M., Koldewey, C., &#38; Dumitrescu, R. (2022). A Reference Process Model for Usage Data-Driven Product Planning. <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 6105–6114.","chicago":"Meyer, Maurice, Ingrid Wiederkehr, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “A Reference Process Model for Usage Data-Driven Product Planning.” In <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 6105–14, 2022.","ieee":"M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Usage Data-Driven Product Planning,” in <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>, 2022, pp. 6105–6114.","ama":"Meyer M, Wiederkehr I, Panzner M, Koldewey C, Dumitrescu R. A Reference Process Model for Usage Data-Driven Product Planning. In: <i>Proceedings of the 55th Hawaii International Conference on System Sciences</i>. ; 2022:6105-6114."},"publication_status":"published"},{"publisher":"Elsevier","date_updated":"2022-01-25T08:52:39Z","date_created":"2021-11-24T09:52:18Z","author":[{"full_name":"Koldewey, Christian","id":"43136","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian"},{"first_name":"Anja","last_name":"Rasor","full_name":"Rasor, Anja","id":"34415"},{"last_name":"Reinhold","id":"33669","full_name":"Reinhold, Jannik","first_name":"Jannik"},{"first_name":"Jürgen","full_name":"Gausemeier, Jürgen","id":"163","last_name":"Gausemeier"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"},{"first_name":"Nadia","last_name":"Chohan","full_name":"Chohan, Nadia"},{"first_name":"Maximilian","id":"38255","full_name":"Frank, Maximilian","last_name":"Frank"}],"title":"Aligning strategic position, behavior, and structure for smart service businesses in manufacturing","doi":"10.1016/j.techfore.2021.121329","publication_identifier":{"issn":["0040-1625"]},"publication_status":"published","year":"2022","citation":{"short":"C. Koldewey, A. Rasor, J. Reinhold, J. Gausemeier, R. Dumitrescu, N. Chohan, M. Frank, Technological Forecasting and Social Change (2022).","mla":"Koldewey, Christian, et al. “Aligning Strategic Position, Behavior, and Structure for Smart Service Businesses in Manufacturing.” <i>Technological Forecasting and Social Change</i>, 121329, Elsevier, 2022, doi:<a href=\"https://doi.org/10.1016/j.techfore.2021.121329\">10.1016/j.techfore.2021.121329</a>.","bibtex":"@article{Koldewey_Rasor_Reinhold_Gausemeier_Dumitrescu_Chohan_Frank_2022, title={Aligning strategic position, behavior, and structure for smart service businesses in manufacturing}, DOI={<a href=\"https://doi.org/10.1016/j.techfore.2021.121329\">10.1016/j.techfore.2021.121329</a>}, number={121329}, journal={Technological Forecasting and Social Change}, publisher={Elsevier}, author={Koldewey, Christian and Rasor, Anja and Reinhold, Jannik and Gausemeier, Jürgen and Dumitrescu, Roman and Chohan, Nadia and Frank, Maximilian}, year={2022} }","apa":"Koldewey, C., Rasor, A., Reinhold, J., Gausemeier, J., Dumitrescu, R., Chohan, N., &#38; Frank, M. (2022). Aligning strategic position, behavior, and structure for smart service businesses in manufacturing. <i>Technological Forecasting and Social Change</i>, Article 121329. <a href=\"https://doi.org/10.1016/j.techfore.2021.121329\">https://doi.org/10.1016/j.techfore.2021.121329</a>","ieee":"C. Koldewey <i>et al.</i>, “Aligning strategic position, behavior, and structure for smart service businesses in manufacturing,” <i>Technological Forecasting and Social Change</i>, Art. no. 121329, 2022, doi: <a href=\"https://doi.org/10.1016/j.techfore.2021.121329\">10.1016/j.techfore.2021.121329</a>.","chicago":"Koldewey, Christian, Anja Rasor, Jannik Reinhold, Jürgen Gausemeier, Roman Dumitrescu, Nadia Chohan, and Maximilian Frank. “Aligning Strategic Position, Behavior, and Structure for Smart Service Businesses in Manufacturing.” <i>Technological Forecasting and Social Change</i>, 2022. <a href=\"https://doi.org/10.1016/j.techfore.2021.121329\">https://doi.org/10.1016/j.techfore.2021.121329</a>.","ama":"Koldewey C, Rasor A, Reinhold J, et al. Aligning strategic position, behavior, and structure for smart service businesses in manufacturing. <i>Technological Forecasting and Social Change</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1016/j.techfore.2021.121329\">10.1016/j.techfore.2021.121329</a>"},"_id":"27776","department":[{"_id":"563"}],"user_id":"15782","article_number":"121329","language":[{"iso":"eng"}],"publication":"Technological Forecasting and Social Change","type":"journal_article","status":"public"},{"citation":{"bibtex":"@article{Meyer_Wiederkehr_Koldewey_Dumitrescu_2022, title={Planning the Analysis of Use Phase Data in Product Planning}, volume={2}, DOI={<a href=\"https://doi.org/10.1017/pds.2022.77\">10.1017/pds.2022.77</a>}, journal={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Meyer, Maurice and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}, year={2022}, pages={753–762} }","mla":"Meyer, Maurice, et al. “Planning the Analysis of Use Phase Data in Product Planning.” <i>Proceedings of the Design Society</i>, vol. 2, Cambridge University Press (CUP), 2022, pp. 753–62, doi:<a href=\"https://doi.org/10.1017/pds.2022.77\">10.1017/pds.2022.77</a>.","short":"M. Meyer, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Proceedings of the Design Society 2 (2022) 753–762.","apa":"Meyer, M., Wiederkehr, I., Koldewey, C., &#38; Dumitrescu, R. (2022). Planning the Analysis of Use Phase Data in Product Planning. <i>Proceedings of the Design Society</i>, <i>2</i>, 753–762. <a href=\"https://doi.org/10.1017/pds.2022.77\">https://doi.org/10.1017/pds.2022.77</a>","ieee":"M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Planning the Analysis of Use Phase Data in Product Planning,” <i>Proceedings of the Design Society</i>, vol. 2, pp. 753–762, 2022, doi: <a href=\"https://doi.org/10.1017/pds.2022.77\">10.1017/pds.2022.77</a>.","chicago":"Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Planning the Analysis of Use Phase Data in Product Planning.” <i>Proceedings of the Design Society</i> 2 (2022): 753–62. <a href=\"https://doi.org/10.1017/pds.2022.77\">https://doi.org/10.1017/pds.2022.77</a>.","ama":"Meyer M, Wiederkehr I, Koldewey C, Dumitrescu R. Planning the Analysis of Use Phase Data in Product Planning. <i>Proceedings of the Design Society</i>. 2022;2:753-762. doi:<a href=\"https://doi.org/10.1017/pds.2022.77\">10.1017/pds.2022.77</a>"},"intvolume":"         2","page":"753-762","year":"2022","publication_status":"published","publication_identifier":{"issn":["2732-527X"]},"doi":"10.1017/pds.2022.77","title":"Planning the Analysis of Use Phase Data in Product Planning","author":[{"full_name":"Meyer, Maurice","id":"77201","last_name":"Meyer","orcid":"0000-0003-0606-7321","first_name":"Maurice"},{"last_name":"Wiederkehr","id":"38169","full_name":"Wiederkehr, Ingrid","first_name":"Ingrid"},{"full_name":"Koldewey, Christian","id":"43136","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"date_created":"2022-10-13T07:46:43Z","volume":2,"publisher":"Cambridge University Press (CUP)","date_updated":"2022-10-13T07:52:40Z","status":"public","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>The ongoing digitalization of products offers product managers new potentials to plan future product generations based on data from the use phase instead of assumptions. However, product managers often face difficulties in identifying promising opportunities for analyzing use phase data. In this paper, we propose a method for planning the analysis of use phase data in product planning. It leads product managers from the identification of promising investigation needs to the derivation of specific use cases. The application of the method is shown using the example of a manufacturing company.</jats:p>"}],"type":"journal_article","publication":"Proceedings of the Design Society","language":[{"iso":"eng"}],"user_id":"77201","department":[{"_id":"563"}],"_id":"33705"},{"place":"Minneapolis","year":"2022","citation":{"bibtex":"@inproceedings{Meyer_Fichtler_Koldewey_Dumitrescu_2022, place={Minneapolis}, title={How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning}, booktitle={ AMCIS 2022 Proceedings}, author={Meyer, Maurice and Fichtler, Timm and Koldewey, Christian and Dumitrescu, Roman}, year={2022} }","mla":"Meyer, Maurice, et al. “How Can Data Analytics Results Be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning.” <i> AMCIS 2022 Proceedings</i>, 2022.","short":"M. Meyer, T. Fichtler, C. Koldewey, R. Dumitrescu, in:  AMCIS 2022 Proceedings, Minneapolis, 2022.","apa":"Meyer, M., Fichtler, T., Koldewey, C., &#38; Dumitrescu, R. (2022). How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning. <i> AMCIS 2022 Proceedings</i>. AMCIS 2022, Minneapolis.","chicago":"Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu. “How Can Data Analytics Results Be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning.” In <i> AMCIS 2022 Proceedings</i>. Minneapolis, 2022.","ieee":"M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning,” presented at the AMCIS 2022, Minneapolis, 2022.","ama":"Meyer M, Fichtler T, Koldewey C, Dumitrescu R. How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning. In: <i> AMCIS 2022 Proceedings</i>. ; 2022."},"publication_status":"published","title":"How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning","conference":{"name":"AMCIS 2022","location":"Minneapolis"},"date_updated":"2022-10-13T07:51:15Z","author":[{"first_name":"Maurice","id":"77201","full_name":"Meyer, Maurice","last_name":"Meyer","orcid":"0000-0003-0606-7321"},{"last_name":"Fichtler","id":"66731","full_name":"Fichtler, Timm","first_name":"Timm"},{"first_name":"Christian","full_name":"Koldewey, Christian","id":"43136","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"}],"date_created":"2022-10-13T07:51:09Z","abstract":[{"text":"The megatrend digitalization turns mechatronic products into continuous collectors and generators of use phase data. By analyzing this data, manufacturers can uncover valuable insights about the products and the users. Especially in product planning, these insights could be used to plan promising future product generations. The systematic exploitation of data analytics results, however, represents a serious challenge, as research on the topic is still scarce. In this paper, we present 13 design principles for exploiting data analytics results in product planning. The results are based on a systematic literature review and a workshop with a research consortium. The evaluation of the design principles is demonstrated with a real case of a manufacturing company. The identified design principles represent a first contribution to a still scarcely explored research field.","lang":"eng"}],"status":"public","publication":" AMCIS 2022 Proceedings","type":"conference","language":[{"iso":"eng"}],"_id":"33708","department":[{"_id":"563"}],"user_id":"77201"}]