---
_id: '52369'
abstract:
- lang: eng
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.
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
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Fichtler T, Grigoryan K, Koldewey C, Dumitrescu R. Towards a Data-Driven Product
Management – Concepts, Advantages, and Future Research. In: 2023 IEEE International
Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE;
2023. doi:10.1109/ictmod59086.2023.10438135'
apa: Fichtler, T., Grigoryan, K., Koldewey, C., & Dumitrescu, R. (2023). Towards
a Data-Driven Product Management – Concepts, Advantages, and Future Research.
2023 IEEE International Conference on Technology Management, Operations and
Decisions (ICTMOD). IEEE International Conference on Technology Management,
Operations and Decisions (ICTMOD), Rabat, Morocco. https://doi.org/10.1109/ictmod59086.2023.10438135
bibtex: '@inproceedings{Fichtler_Grigoryan_Koldewey_Dumitrescu_2023, title={Towards
a Data-Driven Product Management – Concepts, Advantages, and Future Research},
DOI={10.1109/ictmod59086.2023.10438135},
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} }'
chicago: Fichtler, Timm, Khoren Grigoryan, Christian Koldewey, and Roman Dumitrescu.
“Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research.”
In 2023 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD). IEEE, 2023. https://doi.org/10.1109/ictmod59086.2023.10438135.
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: 10.1109/ictmod59086.2023.10438135.'
mla: Fichtler, Timm, et al. “Towards a Data-Driven Product Management – Concepts,
Advantages, and Future Research.” 2023 IEEE International Conference on Technology
Management, Operations and Decisions (ICTMOD), IEEE, 2023, doi:10.1109/ictmod59086.2023.10438135.
short: 'T. Fichtler, K. Grigoryan, C. Koldewey, R. Dumitrescu, in: 2023 IEEE International
Conference on Technology Management, Operations and Decisions (ICTMOD), IEEE,
2023.'
conference:
end_date: 2023-11-24
location: Rabat, Morocco
name: IEEE International Conference on Technology Management, Operations and Decisions
(ICTMOD)
start_date: 2023-11-22
date_created: 2024-03-07T18:13:47Z
date_updated: 2024-03-07T18:17:34Z
department:
- _id: '563'
doi: 10.1109/ictmod59086.2023.10438135
keyword:
- Product Lifecyle Management (PLM)
- Data Analytics
- Data-driven Design
- Engineering Management
- Lifecycle Data
language:
- iso: eng
publication: 2023 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD)
publication_status: published
publisher: IEEE
status: public
title: Towards a Data-Driven Product Management – Concepts, Advantages, and Future
Research
type: conference
user_id: '66731'
year: '2023'
...
---
_id: '53553'
author:
- first_name: Leon
full_name: Özcan, Leon
id: '45137'
last_name: Özcan
- first_name: Marvin
full_name: Drewel, Marvin
last_name: Drewel
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
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. Digitalisierung:
Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter. Schwerpunkt
Business Model Innovation. Springer Fachmedien Wiesbaden; 2023. doi:10.1007/978-3-658-36634-6_7'
apa: 'Özcan, L., Drewel, M., Koldewey, C., & Dumitrescu, R. (2023). Strategische
Planung des Einstiegs in die Plattformökonomie. In D. Schallmo, K. Lang, T. Werani,
& B. Krumay (Eds.), Digitalisierung: Fallstudien, Tools und Erkenntnisse
für das digitale Zeitalter. Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-36634-6_7'
bibtex: '@inbook{Özcan_Drewel_Koldewey_Dumitrescu_2023, place={Wiesbaden}, series={Schwerpunkt
Business Model Innovation}, title={Strategische Planung des Einstiegs in die Plattformökonomie},
DOI={10.1007/978-3-658-36634-6_7},
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} }'
chicago: 'Özcan, Leon, Marvin Drewel, Christian Koldewey, and Roman Dumitrescu.
“Strategische Planung Des Einstiegs in Die Plattformökonomie.” In Digitalisierung:
Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter, edited by
Daniel Schallmo, Klaus Lang, Thomas Werani, and Barbara Krumay. Schwerpunkt Business
Model Innovation. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-36634-6_7.'
ieee: 'L. Özcan, M. Drewel, C. Koldewey, and R. Dumitrescu, “Strategische Planung
des Einstiegs in die Plattformökonomie,” in Digitalisierung: Fallstudien, Tools
und Erkenntnisse für das digitale Zeitalter, D. Schallmo, K. Lang, T. Werani,
and B. Krumay, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2023.'
mla: 'Özcan, Leon, et al. “Strategische Planung Des Einstiegs in Die Plattformökonomie.”
Digitalisierung: Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter,
edited by Daniel Schallmo et al., Springer Fachmedien Wiesbaden, 2023, doi:10.1007/978-3-658-36634-6_7.'
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.'
date_created: 2024-04-17T15:59:09Z
date_updated: 2024-04-17T16:01:26Z
department:
- _id: '563'
doi: 10.1007/978-3-658-36634-6_7
editor:
- first_name: Daniel
full_name: Schallmo, Daniel
last_name: Schallmo
- first_name: Klaus
full_name: Lang, Klaus
last_name: Lang
- first_name: Thomas
full_name: Werani, Thomas
last_name: Werani
- first_name: Barbara
full_name: Krumay, Barbara
last_name: Krumay
language:
- iso: eng
place: Wiesbaden
publication: 'Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale
Zeitalter'
publication_identifier:
isbn:
- '9783658366339'
- '9783658366346'
issn:
- 2569-2348
- 2569-4944
publication_status: published
publisher: Springer Fachmedien Wiesbaden
series_title: Schwerpunkt Business Model Innovation
status: public
title: Strategische Planung des Einstiegs in die Plattformökonomie
type: book_chapter
user_id: '43136'
year: '2023'
...
---
_id: '53554'
author:
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Frank
full_name: Riemensperger, Frank
last_name: Riemensperger
- first_name: Günther
full_name: Schuh, Günther
last_name: Schuh
- first_name: Jan
full_name: Biehler, Jan
last_name: Biehler
- first_name: Anna
full_name: Frey, Anna
last_name: Frey
- first_name: Christian
full_name: Hocken, Christian
last_name: Hocken
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Martin
full_name: Rabe, Martin
last_name: Rabe
- first_name: Maximilian
full_name: Schacht, Maximilian
last_name: Schacht
- first_name: Sebastian
full_name: Comans, Sebastian
last_name: Comans
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Alina
full_name: Govioni, Alina
last_name: Govioni
- first_name: Tobias
full_name: Harland, Tobias
last_name: Harland
- first_name: Jonas
full_name: Kaufmann, Jonas
last_name: Kaufmann
- first_name: Felix
full_name: Optehostert, Felix
last_name: Optehostert
- first_name: Marcel
full_name: Rieger, Marcel
last_name: Rieger
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Nick
full_name: Schreiner, Nick
last_name: Schreiner
- first_name: Joachim
full_name: Sedlmeir, Joachim
last_name: Sedlmeir
- first_name: Franziska
full_name: Sommer, Franziska
last_name: Sommer
citation:
ama: Dumitrescu R, Riemensperger F, Schuh G, et al. Acatech Maturity Index Smart
Services.; 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). acatech Maturity Index Smart Services.
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} }'
chicago: Dumitrescu, Roman, Frank Riemensperger, Günther Schuh, Jan Biehler, Anna
Frey, Christian Hocken, Christian Koldewey, et al. Acatech Maturity Index Smart
Services. Acatech STUDIE, 2023.
ieee: R. Dumitrescu et al., acatech Maturity Index Smart Services.
2023.
mla: Dumitrescu, Roman, et al. Acatech Maturity Index Smart Services. 2023.
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.
date_created: 2024-04-17T16:06:29Z
date_updated: 2024-04-17T16:06:40Z
department:
- _id: '563'
language:
- iso: eng
series_title: acatech STUDIE
status: public
title: acatech Maturity Index Smart Services
type: report
user_id: '43136'
year: '2023'
...
---
_id: '49363'
author:
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Malte
full_name: Rohde, Malte
last_name: Rohde
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
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.
apa: Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2023). Circular
Product-Service-System Ideation Canvas – A Framework for the Design of circular
Product-Service-System Ideas (Vol. 120).
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 } }'
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.
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.
mla: Scholtysik, Michel, et al. Circular Product-Service-System Ideation Canvas
– A Framework for the Design of Circular Product-Service-System Ideas. 2023.
short: M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, 120 (2023).
date_created: 2023-11-30T10:56:31Z
date_updated: 2024-04-17T15:44:15Z
department:
- _id: '563'
intvolume: ' 120'
language:
- iso: eng
series_title: 'Procedia CIRP '
status: public
title: Circular Product-Service-System Ideation Canvas – A Framework for the Design
of circular Product-Service-System Ideas
type: conference
user_id: '43136'
volume: 120
year: '2023'
...
---
_id: '47834'
author:
- first_name: Patrick
full_name: Ködding, Patrick
id: '45402'
last_name: Ködding
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
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. New Digital Work.
; 2023:51-67.'
apa: Ködding, P., Koldewey, C., & Dumitrescu, R. (2023). Scenario-Based Foresight
in the Age of Digital Technologies and AI. In A. Shajek & E. A. Hartmann (Eds.),
New Digital Work (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} }'
chicago: Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “Scenario-Based
Foresight in the Age of Digital Technologies and AI.” In New Digital Work,
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 New Digital Work, 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.” New Digital Work, edited by Alexandra Shajek and Ernst A. Hartmann,
2023, pp. 51–67.
short: 'P. Ködding, C. Koldewey, R. Dumitrescu, in: A. Shajek, E.A. Hartmann (Eds.),
New Digital Work, 2023, pp. 51–67.'
date_created: 2023-10-06T12:38:33Z
date_updated: 2024-04-17T17:06:44Z
department:
- _id: '563'
editor:
- first_name: Alexandra
full_name: Shajek, Alexandra
last_name: Shajek
- first_name: Ernst A.
full_name: Hartmann, Ernst A.
last_name: Hartmann
language:
- iso: eng
page: 51-67
publication: New Digital Work
status: public
title: Scenario-Based Foresight in the Age of Digital Technologies and AI
type: book_chapter
user_id: '43136'
year: '2023'
...
---
_id: '47835'
author:
- first_name: Patrick
full_name: Ködding, Patrick
id: '45402'
last_name: Ködding
- first_name: Kai
full_name: Ellermann, Kai
last_name: Ellermann
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
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. Procedia CIRP. 2023;119:740-745. doi:10.1016/j.procir.2023.01.015
apa: Ködding, P., Ellermann, K., Koldewey, C., & Dumitrescu, R. (2023). Scenario-based
Foresight in the Age of Digitalization and Artificial Intelligence – Identification
and Analysis of Existing Use Cases. Procedia CIRP, 119, 740–745.
https://doi.org/10.1016/j.procir.2023.01.015
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={10.1016/j.procir.2023.01.015},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Ködding, Patrick and
Ellermann, Kai and Koldewey, Christian and Dumitrescu, Roman}, year={2023}, pages={740–745}
}'
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.” Procedia CIRP 119
(2023): 740–45. https://doi.org/10.1016/j.procir.2023.01.015.'
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,” Procedia CIRP, vol. 119, pp. 740–745,
2023, doi: 10.1016/j.procir.2023.01.015.'
mla: Ködding, Patrick, et al. “Scenario-Based Foresight in the Age of Digitalization
and Artificial Intelligence – Identification and Analysis of Existing Use Cases.”
Procedia CIRP, vol. 119, Elsevier BV, 2023, pp. 740–45, doi:10.1016/j.procir.2023.01.015.
short: P. Ködding, K. Ellermann, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023)
740–745.
date_created: 2023-10-06T12:39:17Z
date_updated: 2024-04-25T08:30:26Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.01.015
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 740-745
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence
– Identification and Analysis of Existing Use Cases
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '54567'
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
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
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. Procedia
CIRP. 2023;120:792-797. doi:10.1016/j.procir.2023.09.077'
apa: 'Schlegel, M., Wiederkehr, I., Rapp, S., Koldewey, C., Albers, A., & Dumitrescu,
R. (2023). Future-robust evolution of product portfolios: Need for action from
theory and practice. Procedia CIRP, 120, 792–797. https://doi.org/10.1016/j.procir.2023.09.077'
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={10.1016/j.procir.2023.09.077},
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} }'
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.” Procedia CIRP 120 (2023): 792–97.
https://doi.org/10.1016/j.procir.2023.09.077.'
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,” Procedia CIRP, vol. 120, pp. 792–797, 2023, doi: 10.1016/j.procir.2023.09.077.'
mla: 'Schlegel, Michael, et al. “Future-Robust Evolution of Product Portfolios:
Need for Action from Theory and Practice.” Procedia CIRP, vol. 120, Elsevier
BV, 2023, pp. 792–97, doi:10.1016/j.procir.2023.09.077.'
short: M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu,
Procedia CIRP 120 (2023) 792–797.
conference:
end_date: 2023-10-26
location: Kapstadt
name: 56th CIRP International Conference on Manufacturing Systems 2023
start_date: 2023-10-24
date_created: 2024-06-04T07:58:32Z
date_updated: 2024-06-04T08:00:05Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.09.077
intvolume: ' 120'
language:
- iso: eng
page: 792-797
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Future-robust evolution of product portfolios: Need for action from theory
and practice'
type: journal_article
user_id: '102490'
volume: 120
year: '2023'
...
---
_id: '54565'
author:
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Simon
full_name: Rapp, Simon
last_name: Rapp
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: Wiederkehr I, Schlegel M, Koldewey C, Rapp S, Dumitrescu R, Albers A. Interacting
Forces for a Resilient, Future-robust Evolution of Product Portfolios. Procedia
CIRP. 2023;120:816-821. doi:10.1016/j.procir.2023.09.081
apa: Wiederkehr, I., Schlegel, M., Koldewey, C., Rapp, S., Dumitrescu, R., &
Albers, A. (2023). Interacting Forces for a Resilient, Future-robust Evolution
of Product Portfolios. Procedia CIRP, 120, 816–821. https://doi.org/10.1016/j.procir.2023.09.081
bibtex: '@article{Wiederkehr_Schlegel_Koldewey_Rapp_Dumitrescu_Albers_2023, title={Interacting
Forces for a Resilient, Future-robust Evolution of Product Portfolios}, volume={120},
DOI={10.1016/j.procir.2023.09.081},
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} }'
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.” Procedia CIRP 120 (2023): 816–21. https://doi.org/10.1016/j.procir.2023.09.081.'
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,”
Procedia CIRP, vol. 120, pp. 816–821, 2023, doi: 10.1016/j.procir.2023.09.081.'
mla: Wiederkehr, Ingrid, et al. “Interacting Forces for a Resilient, Future-Robust
Evolution of Product Portfolios.” Procedia CIRP, vol. 120, Elsevier BV,
2023, pp. 816–21, doi:10.1016/j.procir.2023.09.081.
short: I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, A. Albers,
Procedia CIRP 120 (2023) 816–821.
conference:
end_date: 2023-10-26
location: Kapstadt
name: 56th CIRP International Conference on Manufacturing Systems 2023
start_date: 2023-10-24
date_created: 2024-06-04T07:46:58Z
date_updated: 2024-06-04T08:00:14Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.09.081
intvolume: ' 120'
language:
- iso: eng
page: 816-821
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios
type: journal_article
user_id: '102490'
volume: 120
year: '2023'
...
---
_id: '54569'
author:
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: 'Albert '
full_name: 'Albers, Albert '
last_name: Albers
citation:
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.'
apa: 'Wiederkehr, I., Koldewey, C., Dumitrescu, R., Schlegel, M., & Albers,
A. (2023). Bridging the Gap between Product Innovation and Product Planning:
A literature-based Conceptual Investigation. XXXIV ISPIM Innovation Conference,
Ljubljana.'
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} }'
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.'
mla: 'Wiederkehr, Ingrid, et al. Bridging the Gap between Product Innovation
and Product Planning: A Literature-Based Conceptual Investigation. 2023.'
short: 'I. Wiederkehr, C. Koldewey, R. Dumitrescu, M. Schlegel, A. Albers, in: 2023.'
conference:
end_date: 2023-06-07
location: Ljubljana
name: ' XXXIV ISPIM Innovation Conference'
start_date: 2023-06-04
date_created: 2024-06-04T08:32:32Z
date_updated: 2024-06-04T08:32:40Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: 'Bridging the Gap between Product Innovation and Product Planning: A literature-based
Conceptual Investigation'
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54571'
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
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
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. Procedia CIRP. Vol 119. Elsevier
BV; 2023:764-769. doi:10.1016/j.procir.2023.01.017'
apa: 'Schlegel, M., Wiederkehr, I., Rapp, S., Koldewey, C., Albers, A., & Dumitrescu,
R. (2023). Ontology for Future-robust Product Portfolio Evolution: A Basis for
the Development of Models and Methods. In A. Liu & S. Kara (Eds.), Procedia
CIRP (Vol. 119, pp. 764–769). Elsevier BV. https://doi.org/10.1016/j.procir.2023.01.017'
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={10.1016/j.procir.2023.01.017},
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}
}'
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 Procedia
CIRP, edited by Ang Liu and Sami Kara, 119:764–69. Elsevier BV, 2023. https://doi.org/10.1016/j.procir.2023.01.017.'
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 Procedia CIRP, Sydney, 2023, vol. 119, pp. 764–769,
doi: 10.1016/j.procir.2023.01.017.'
mla: 'Schlegel, Michael, et al. “Ontology for Future-Robust Product Portfolio Evolution:
A Basis for the Development of Models and Methods.” Procedia CIRP, edited
by Ang Liu and Sami Kara, vol. 119, Elsevier BV, 2023, pp. 764–69, doi:10.1016/j.procir.2023.01.017.'
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.'
conference:
end_date: 2023-05-19
location: Sydney
name: The 33rd CIRP Design Conference
start_date: 2023-05-17
date_created: 2024-06-04T08:36:39Z
date_updated: 2024-06-04T08:40:44Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.01.017
editor:
- first_name: 'Ang '
full_name: 'Liu, Ang '
last_name: Liu
- first_name: Sami
full_name: Kara, Sami
last_name: Kara
intvolume: ' 119'
language:
- iso: eng
page: 764-769
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development
of Models and Methods'
type: conference
user_id: '102490'
volume: 119
year: '2023'
...
---
_id: '45793'
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.
author:
- first_name: Khoren
full_name: Grigoryan, Khoren
last_name: Grigoryan
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Nick
full_name: Schreiner, Nick
last_name: Schreiner
- first_name: Martin
full_name: Rabe, Martin
last_name: Rabe
- first_name: Melina
full_name: Panzner, Melina
id: '72658'
last_name: Panzner
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
citation:
ama: 'Grigoryan K, Fichtler T, Schreiner N, et al. Data-Driven Product Management:
A Practitioner-Driven Research Agenda. In: Procedia CIRP 33. ; 2023.'
apa: 'Grigoryan, K., Fichtler, T., Schreiner, N., Rabe, M., Panzner, M., Kühn, A.,
Dumitrescu, R., & Koldewey, C. (2023). Data-Driven Product Management: A Practitioner-Driven
Research Agenda. Procedia CIRP 33. 33rd CIRP Design Conference, Sydney.'
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} }'
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 Procedia CIRP 33,
2023.'
ieee: 'K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven
Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.'
mla: 'Grigoryan, Khoren, et al. “Data-Driven Product Management: A Practitioner-Driven
Research Agenda.” Procedia CIRP 33, 2023.'
short: 'K. Grigoryan, T. Fichtler, N. Schreiner, M. Rabe, M. Panzner, A. Kühn, R.
Dumitrescu, C. Koldewey, in: Procedia CIRP 33, 2023.'
conference:
location: Sydney
name: 33rd CIRP Design Conference
date_created: 2023-06-27T13:46:45Z
date_updated: 2023-06-27T13:57:42Z
department:
- _id: '563'
- _id: '241'
keyword:
- Product Management
- Data Analytics
- Data-Driven Design
- Product-related data
- Lifecycle Data
- Tool-support
language:
- iso: eng
publication: Procedia CIRP 33
status: public
title: 'Data-Driven Product Management: A Practitioner-Driven Research Agenda'
type: conference
user_id: '66731'
year: '2023'
...
---
_id: '45812'
author:
- first_name: Leon
full_name: Özcan, Leon
id: '45137'
last_name: Özcan
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Benjamin
full_name: Kasten, Benjamin
last_name: Kasten
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Özcan L, Fichtler T, Kasten B, Koldewey C, Dumitrescu R. Interview Study on
Strategy Options for Platform Operation in B2B Markets. In: ; 2023.'
apa: Özcan, L., Fichtler, T., Kasten, B., Koldewey, C., & Dumitrescu, R. (2023).
Interview Study on Strategy Options for Platform Operation in B2B Markets.
ISPIM Innovation Conference, Ljubljana.
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} }'
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.
mla: Özcan, Leon, et al. Interview Study on Strategy Options for Platform Operation
in B2B Markets. 2023.
short: 'L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, R. Dumitrescu, in: 2023.'
conference:
location: Ljubljana
name: ISPIM Innovation Conference
date_created: 2023-06-28T11:18:12Z
date_updated: 2023-06-28T11:18:31Z
department:
- _id: '563'
keyword:
- Digital Platform
- Platform Strategy
- Strategic Management
- Platform Life Cycle
- Interview Study
- Business Model
- Business-to-Business
- Two-sided Market
- Multi-sided Market
language:
- iso: eng
status: public
title: Interview Study on Strategy Options for Platform Operation in B2B Markets
type: conference
user_id: '66731'
year: '2023'
...
---
_id: '47420'
author:
- first_name: Christian
full_name: Kürpick, Christian
last_name: Kürpick
- first_name: Anja
full_name: Rasor, Anja
id: '34415'
last_name: Rasor
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
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. Procedia CIRP. 2023;119:614-619. doi:10.1016/j.procir.2023.02.155'
apa: 'Kürpick, C., Rasor, A., Scholtysik, M., Kühn, A., Koldewey, C., & Dumitrescu,
R. (2023). An Integrative View of the Transformations towards Sustainability and
Digitalization: The Case for a Dual Transformation. Procedia CIRP, 119,
614–619. https://doi.org/10.1016/j.procir.2023.02.155'
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={10.1016/j.procir.2023.02.155},
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} }'
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.” Procedia
CIRP 119 (2023): 614–19. https://doi.org/10.1016/j.procir.2023.02.155.'
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,” Procedia CIRP, vol. 119, pp. 614–619,
2023, doi: 10.1016/j.procir.2023.02.155.'
mla: 'Kürpick, Christian, et al. “An Integrative View of the Transformations towards
Sustainability and Digitalization: The Case for a Dual Transformation.” Procedia
CIRP, vol. 119, Elsevier BV, 2023, pp. 614–19, doi:10.1016/j.procir.2023.02.155.'
short: C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, R. Dumitrescu,
Procedia CIRP 119 (2023) 614–619.
date_created: 2023-09-25T12:15:37Z
date_updated: 2023-09-27T11:31:56Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.02.155
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 614-619
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'An Integrative View of the Transformations towards Sustainability and Digitalization:
The Case for a Dual Transformation'
type: journal_article
user_id: '34415'
volume: 119
year: '2023'
...
---
_id: '48666'
abstract:
- lang: eng
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.
citation:
ama: Dumitrescu R, Koldewey C, eds. Datengestützte Produktplanung. Vol 408.
Heinz Nixdorf Institut; 2023. doi:10.17619/UNIPB/1-1667
apa: Dumitrescu, R., & Koldewey, C. (Eds.). (2023). Datengestützte Produktplanung
(Vol. 408). Heinz Nixdorf Institut. https://doi.org/10.17619/UNIPB/1-1667
bibtex: '@book{Dumitrescu_Koldewey_2023, place={Paderborn}, series={Verlagsschriftenreihe
des Heinz Nixdorf Instituts}, title={Datengestützte Produktplanung}, volume={408},
DOI={10.17619/UNIPB/1-1667},
publisher={Heinz Nixdorf Institut}, year={2023}, collection={Verlagsschriftenreihe
des Heinz Nixdorf Instituts} }'
chicago: 'Dumitrescu, Roman, and Christian Koldewey, eds. Datengestützte Produktplanung.
Vol. 408. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Paderborn: Heinz
Nixdorf Institut, 2023. https://doi.org/10.17619/UNIPB/1-1667.'
ieee: 'R. Dumitrescu and C. Koldewey, Eds., Datengestützte Produktplanung,
vol. 408. Paderborn: Heinz Nixdorf Institut, 2023.'
mla: Dumitrescu, Roman, and Christian Koldewey, editors. Datengestützte Produktplanung.
Heinz Nixdorf Institut, 2023, doi:10.17619/UNIPB/1-1667.
short: R. Dumitrescu, C. Koldewey, eds., Datengestützte Produktplanung, Heinz Nixdorf
Institut, Paderborn, 2023.
date_created: 2023-11-07T14:11:00Z
date_updated: 2026-01-20T08:45:20Z
department:
- _id: '563'
doi: 10.17619/UNIPB/1-1667
editor:
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
intvolume: ' 408'
language:
- iso: ger
place: Paderborn
publication_status: published
publisher: Heinz Nixdorf Institut
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
title: Datengestützte Produktplanung
type: book_editor
user_id: '15782'
volume: 408
year: '2023'
...
---
_id: '49318'
author:
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Tissen D, Koldewey C, Dumitrescu R. A process-model for tailoring prototyping
of cyber-physical systems. In: ; 2023.'
apa: Tissen, D., Koldewey, C., & Dumitrescu, R. (2023). A process-model for
tailoring prototyping of cyber-physical systems. 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} }'
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.
mla: Tissen, Denis, et al. A Process-Model for Tailoring Prototyping of Cyber-Physical
Systems. 2023.
short: 'D. Tissen, C. Koldewey, R. Dumitrescu, in: 2023.'
conference:
end_date: 2023-06-07
location: Ljubljana, Slovenia
name: XXXIVISPIM INNOVATION CONFERENCE - Innovation and Circular Economy
start_date: 2023-06-04
date_created: 2023-11-29T09:54:06Z
date_updated: 2024-11-18T12:18:37Z
department:
- _id: '563'
language:
- iso: eng
publication_status: published
status: public
title: A process-model for tailoring prototyping of cyber-physical systems
type: conference
user_id: '44458'
year: '2023'
...
---
_id: '29149'
author:
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: 'Martin '
full_name: 'Rabe, Martin '
last_name: Rabe
citation:
ama: 'Koldewey C, Dumitrescu R, Rabe M. Introduction to the Data-driven Services
in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational
Transformation. In: Proceedings of the 55th Hawaii International Conference
on System Sciences. ; 2022.'
apa: Koldewey, C., Dumitrescu, R., & Rabe, M. (2022). Introduction to the Data-driven
Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational
Transformation. Proceedings of the 55th Hawaii International Conference on
System Sciences. 55th Hawaii International Conference on System Sciences,
Hawaii, USA.
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} }'
chicago: Koldewey, Christian, Roman Dumitrescu, and Martin Rabe. “Introduction
to the Data-Driven Services in Manufacturing Minitrack - Exploring Management,
Engineering, and Organizational Transformation.” In Proceedings of the 55th
Hawaii International Conference on System Sciences, 2022.
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.
mla: Koldewey, Christian, et al. “Introduction to the Data-Driven Services in Manufacturing
Minitrack - Exploring Management, Engineering, and Organizational Transformation.”
Proceedings of the 55th Hawaii International Conference on System Sciences,
2022.
short: 'C. Koldewey, R. Dumitrescu, M. Rabe, in: Proceedings of the 55th Hawaii
International Conference on System Sciences, 2022.'
conference:
end_date: 2022-01-07
location: Hawaii, USA
name: 55th Hawaii International Conference on System Sciences
start_date: 2022-01-04
date_created: 2022-01-03T16:02:39Z
date_updated: 2022-01-06T06:58:46Z
ddc:
- '650'
department:
- _id: '563'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://scholarspace.manoa.hawaii.edu/handle/10125/79486
oa: '1'
publication: Proceedings of the 55th Hawaii International Conference on System Sciences
status: public
title: Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring
Management, Engineering, and Organizational Transformation
type: conference_abstract
user_id: '43136'
year: '2022'
...
---
_id: '29380'
abstract:
- lang: eng
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.
author:
- first_name: Maurice
full_name: Meyer, Maurice
id: '77201'
last_name: Meyer
orcid: 0000-0003-0606-7321
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Melina
full_name: Panzner, Melina
id: '72658'
last_name: Panzner
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Meyer M, Wiederkehr I, Panzner M, Koldewey C, Dumitrescu R. A Reference Process
Model for Usage Data-Driven Product Planning. In: Proceedings of the 55th Hawaii
International Conference on System Sciences. ; 2022:6105-6114.'
apa: Meyer, M., Wiederkehr, I., Panzner, M., Koldewey, C., & Dumitrescu, R.
(2022). A Reference Process Model for Usage Data-Driven Product Planning. Proceedings
of the 55th Hawaii International Conference on System Sciences, 6105–6114.
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} }'
chicago: Meyer, Maurice, Ingrid Wiederkehr, Melina Panzner, Christian Koldewey,
and Roman Dumitrescu. “A Reference Process Model for Usage Data-Driven Product
Planning.” In Proceedings of the 55th Hawaii International Conference on System
Sciences, 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 Proceedings of the
55th Hawaii International Conference on System Sciences, 2022, pp. 6105–6114.
mla: Meyer, Maurice, et al. “A Reference Process Model for Usage Data-Driven Product
Planning.” Proceedings of the 55th Hawaii International Conference on System
Sciences, 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.'
conference:
name: 55th Hawaii International Conference on System Sciences
date_created: 2022-01-18T07:53:00Z
date_updated: 2022-02-21T10:40:35Z
department:
- _id: '563'
language:
- iso: eng
page: 6105-6114
publication: Proceedings of the 55th Hawaii International Conference on System Sciences
publication_status: published
status: public
title: A Reference Process Model for Usage Data-Driven Product Planning
type: conference
user_id: '77201'
year: '2022'
...
---
_id: '27776'
article_number: '121329'
author:
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Anja
full_name: Rasor, Anja
id: '34415'
last_name: Rasor
- first_name: Jannik
full_name: Reinhold, Jannik
id: '33669'
last_name: Reinhold
- first_name: Jürgen
full_name: Gausemeier, Jürgen
id: '163'
last_name: Gausemeier
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Nadia
full_name: Chohan, Nadia
last_name: Chohan
- first_name: Maximilian
full_name: Frank, Maximilian
id: '38255'
last_name: Frank
citation:
ama: Koldewey C, Rasor A, Reinhold J, et al. Aligning strategic position, behavior,
and structure for smart service businesses in manufacturing. Technological
Forecasting and Social Change. Published online 2022. doi:10.1016/j.techfore.2021.121329
apa: Koldewey, C., Rasor, A., Reinhold, J., Gausemeier, J., Dumitrescu, R., Chohan,
N., & Frank, M. (2022). Aligning strategic position, behavior, and structure
for smart service businesses in manufacturing. Technological Forecasting and
Social Change, Article 121329. https://doi.org/10.1016/j.techfore.2021.121329
bibtex: '@article{Koldewey_Rasor_Reinhold_Gausemeier_Dumitrescu_Chohan_Frank_2022,
title={Aligning strategic position, behavior, and structure for smart service
businesses in manufacturing}, DOI={10.1016/j.techfore.2021.121329},
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}
}'
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.” Technological
Forecasting and Social Change, 2022. https://doi.org/10.1016/j.techfore.2021.121329.
ieee: 'C. Koldewey et al., “Aligning strategic position, behavior, and structure
for smart service businesses in manufacturing,” Technological Forecasting and
Social Change, Art. no. 121329, 2022, doi: 10.1016/j.techfore.2021.121329.'
mla: Koldewey, Christian, et al. “Aligning Strategic Position, Behavior, and Structure
for Smart Service Businesses in Manufacturing.” Technological Forecasting and
Social Change, 121329, Elsevier, 2022, doi:10.1016/j.techfore.2021.121329.
short: C. Koldewey, A. Rasor, J. Reinhold, J. Gausemeier, R. Dumitrescu, N. Chohan,
M. Frank, Technological Forecasting and Social Change (2022).
date_created: 2021-11-24T09:52:18Z
date_updated: 2022-01-25T08:52:39Z
department:
- _id: '563'
doi: 10.1016/j.techfore.2021.121329
language:
- iso: eng
publication: Technological Forecasting and Social Change
publication_identifier:
issn:
- 0040-1625
publication_status: published
publisher: Elsevier
status: public
title: Aligning strategic position, behavior, and structure for smart service businesses
in manufacturing
type: journal_article
user_id: '15782'
year: '2022'
...
---
_id: '33705'
abstract:
- lang: eng
text: AbstractThe 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.
author:
- first_name: Maurice
full_name: Meyer, Maurice
id: '77201'
last_name: Meyer
orcid: 0000-0003-0606-7321
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Meyer M, Wiederkehr I, Koldewey C, Dumitrescu R. Planning the Analysis of Use
Phase Data in Product Planning. Proceedings of the Design Society. 2022;2:753-762.
doi:10.1017/pds.2022.77
apa: Meyer, M., Wiederkehr, I., Koldewey, C., & Dumitrescu, R. (2022). Planning
the Analysis of Use Phase Data in Product Planning. Proceedings of the Design
Society, 2, 753–762. https://doi.org/10.1017/pds.2022.77
bibtex: '@article{Meyer_Wiederkehr_Koldewey_Dumitrescu_2022, title={Planning the
Analysis of Use Phase Data in Product Planning}, volume={2}, DOI={10.1017/pds.2022.77},
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} }'
chicago: 'Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu.
“Planning the Analysis of Use Phase Data in Product Planning.” Proceedings
of the Design Society 2 (2022): 753–62. https://doi.org/10.1017/pds.2022.77.'
ieee: 'M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Planning the Analysis
of Use Phase Data in Product Planning,” Proceedings of the Design Society,
vol. 2, pp. 753–762, 2022, doi: 10.1017/pds.2022.77.'
mla: Meyer, Maurice, et al. “Planning the Analysis of Use Phase Data in Product
Planning.” Proceedings of the Design Society, vol. 2, Cambridge University
Press (CUP), 2022, pp. 753–62, doi:10.1017/pds.2022.77.
short: M. Meyer, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Proceedings of the Design
Society 2 (2022) 753–762.
date_created: 2022-10-13T07:46:43Z
date_updated: 2022-10-13T07:52:40Z
department:
- _id: '563'
doi: 10.1017/pds.2022.77
intvolume: ' 2'
language:
- iso: eng
page: 753-762
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: Planning the Analysis of Use Phase Data in Product Planning
type: journal_article
user_id: '77201'
volume: 2
year: '2022'
...
---
_id: '33708'
abstract:
- lang: eng
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.
author:
- first_name: Maurice
full_name: Meyer, Maurice
id: '77201'
last_name: Meyer
orcid: 0000-0003-0606-7321
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
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: AMCIS 2022 Proceedings. ; 2022.'
apa: Meyer, M., Fichtler, T., Koldewey, C., & 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. AMCIS 2022 Proceedings.
AMCIS 2022, Minneapolis.
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} }'
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 AMCIS 2022 Proceedings.
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.
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.” AMCIS 2022 Proceedings, 2022.
short: 'M. Meyer, T. Fichtler, C. Koldewey, R. Dumitrescu, in: AMCIS 2022 Proceedings,
Minneapolis, 2022.'
conference:
location: Minneapolis
name: AMCIS 2022
date_created: 2022-10-13T07:51:09Z
date_updated: 2022-10-13T07:51:15Z
department:
- _id: '563'
language:
- iso: eng
place: Minneapolis
publication: ' AMCIS 2022 Proceedings'
publication_status: published
status: public
title: How can Data Analytics Results be Exploited in the Early Phase of Product Development?
13 Design Principles for Data-Driven Product Planning
type: conference
user_id: '77201'
year: '2022'
...