---
_id: '13301'
abstract:
- lang: eng
text: Production environments are characterized by an increasingly diverse workforce
caused by demographic change, globalization, and the rising demand for inclusion
and equality. To ensure employee satisfaction for such a diverse workforce, gamification
is a promising method. However, one-size-fits-all approaches are not sufficient,
and more user-adaptive and inclusive gamified systems are needed. Therefore, this
systematic literature review aims to answer the question of which user-adaptive
gamified systems exist for manufacturing and how they provide inclusivity for
individuals in their everyday work. Following PRISMA guidelines, a search of five
electronic databases retrieved 22 relevant articles. Analysis of the literature
revealed a lack of user-centered and inclusive gamified systems. Further, limited
empirical evaluations in real production environments, limited application scenarios,
and the need for more diverse research were identified. Based on the results,
this study identifies key research gaps and provides recommendations for future
research.
author:
- first_name: Viktoria
full_name: Mordaschew, Viktoria
id: '79005'
last_name: Mordaschew
- first_name: Benedikt
full_name: Latos, Benedikt
id: '84474'
last_name: Latos
- first_name: Jessica
full_name: Rubart, Jessica
id: '45672'
last_name: Rubart
- first_name: Carsten
full_name: Röcker, Carsten
id: '61525'
last_name: Röcker
citation:
ama: 'Mordaschew V, Latos B, Rubart J, Röcker C. User-Centered Gamification in Manufacturing:
A Systematic Literature Review. International Journal of Human–Computer Interaction.
2025;41:1-28. doi:10.1080/10447318.2025.2578390'
apa: 'Mordaschew, V., Latos, B., Rubart, J., & Röcker, C. (2025). User-Centered
Gamification in Manufacturing: A Systematic Literature Review. International
Journal of Human–Computer Interaction, 41, 1–28. https://doi.org/10.1080/10447318.2025.2578390'
bjps: 'Mordaschew V et al. (2025) User-Centered Gamification in Manufacturing:
A Systematic Literature Review. International Journal of Human–Computer Interaction
41, 1–28.'
chicago: 'Mordaschew, Viktoria, Benedikt Latos, Jessica Rubart, and Carsten Röcker.
“User-Centered Gamification in Manufacturing: A Systematic Literature Review.”
International Journal of Human–Computer Interaction 41 (2025): 1–28. https://doi.org/10.1080/10447318.2025.2578390.'
chicago-de: 'Mordaschew, Viktoria, Benedikt Latos, Jessica Rubart und Carsten Röcker.
2025. User-Centered Gamification in Manufacturing: A Systematic Literature Review.
International Journal of Human–Computer Interaction 41: 1–28. doi:10.1080/10447318.2025.2578390,
.'
din1505-2-1: 'Mordaschew, Viktoria
; Latos, Benedikt ; Rubart,
Jessica ; Röcker, Carsten:
User-Centered Gamification in Manufacturing: A Systematic Literature Review. In:
International Journal of Human–Computer Interaction Bd. 41. New York, NY,
Taylor & Francis (2025), S. 1–28'
havard: 'V. Mordaschew, B. Latos, J. Rubart, C. Röcker, User-Centered Gamification
in Manufacturing: A Systematic Literature Review, International Journal of Human–Computer
Interaction. 41 (2025) 1–28.'
ieee: 'V. Mordaschew, B. Latos, J. Rubart, and C. Röcker, “User-Centered Gamification
in Manufacturing: A Systematic Literature Review,” International Journal of
Human–Computer Interaction, vol. 41, pp. 1–28, 2025, doi: 10.1080/10447318.2025.2578390.'
mla: 'Mordaschew, Viktoria, et al. “User-Centered Gamification in Manufacturing:
A Systematic Literature Review.” International Journal of Human–Computer Interaction,
vol. 41, 2025, pp. 1–28, https://doi.org/10.1080/10447318.2025.2578390.'
short: V. Mordaschew, B. Latos, J. Rubart, C. Röcker, International Journal of Human–Computer
Interaction 41 (2025) 1–28.
ufg: 'Mordaschew, Viktoria u. a.: User-Centered Gamification in Manufacturing:
A Systematic Literature Review, in: International Journal of Human–Computer
Interaction 41 (2025), S. 1–28.'
van: 'Mordaschew V, Latos B, Rubart J, Röcker C. User-Centered Gamification in Manufacturing:
A Systematic Literature Review. International Journal of Human–Computer Interaction.
2025;41:1–28.'
date_created: 2025-11-13T17:22:55Z
date_updated: 2025-11-24T07:58:41Z
department:
- _id: DEP5023
doi: 10.1080/10447318.2025.2578390
intvolume: ' 41'
keyword:
- Gamification
- manufacturing
- 'inclusivity : human-centered systems : literature review'
language:
- iso: eng
page: 1-28
place: New York, NY
publication: International Journal of Human–Computer Interaction
publication_identifier:
eissn:
- 1532-7590
issn:
- 1044-7318
publication_status: published
publisher: Taylor & Francis
status: public
title: 'User-Centered Gamification in Manufacturing: A Systematic Literature Review'
type: scientific_journal_article
user_id: '83781'
volume: 41
year: '2025'
...
---
_id: '12719'
abstract:
- lang: eng
text: A human digital twin (HDT) is a virtual representation of a worker in cyberspace.
Nevertheless, current research focusses mainly on HDTs for motoric work types,
such as assembly. To fully integrate an HDT for workers in production, it is necessary
that an HDT also displays cognitive processes like memorizing, thinking or reasoning.
Such a concept can be used in information-based work, for example monitoring highly
automated production systems, and contribute to the planning and control of production.
Due to the high proportion of planning and decision-making processes, the efficiency
of information-based work is determined in particular by the inner processes of
the worker. An HDT can therefore help to describe current and future states of
socio-technical work systems. Therefore, this paper presents a systematic literature
review to explicitly derive the relevant components of an HDT for information-based
work types. The elements of such an HDT and its environment are defined. Further,
the current gaps in literature are identified. There are currently no real-world
applications of such an HDT. Additionally, the value of multi-HDT systems must
be evaluated more extensively.
author:
- first_name: Viktoria
full_name: Mordaschew, Viktoria
id: '79005'
last_name: Mordaschew
- first_name: Benedikt
full_name: Latos, Benedikt
id: '84474'
last_name: Latos
- first_name: Sven
full_name: Tackenberg, Sven
id: '71470'
last_name: Tackenberg
citation:
ama: Mordaschew V, Latos B, Tackenberg S. A Human Digital Twin for Worker-Centric
Production. Procedia Computer Science. 2025;253:2137-2146. doi:https://doi.org/10.1016/j.procs.2025.01.274
apa: Mordaschew, V., Latos, B., & Tackenberg, S. (2025). A Human Digital Twin
for Worker-Centric Production. Procedia Computer Science, 253, 2137–2146.
https://doi.org/10.1016/j.procs.2025.01.274
bjps: Mordaschew V, Latos B and Tackenberg S (2025) A Human Digital Twin
for Worker-Centric Production. Procedia Computer Science 253, 2137–2146.
chicago: 'Mordaschew, Viktoria, Benedikt Latos, and Sven Tackenberg. “A Human Digital
Twin for Worker-Centric Production.” Procedia Computer Science 253 (2025):
2137–46. https://doi.org/10.1016/j.procs.2025.01.274.'
chicago-de: 'Mordaschew, Viktoria, Benedikt Latos und Sven Tackenberg. 2025. A Human
Digital Twin for Worker-Centric Production. Procedia Computer Science 253:
2137–2146. doi:https://doi.org/10.1016/j.procs.2025.01.274,
.'
din1505-2-1: 'Mordaschew, Viktoria
; Latos, Benedikt ; Tackenberg,
Sven: A Human Digital Twin for Worker-Centric Production. In: Procedia
Computer Science Bd. 253. Amsterdam [u.a.] , Elsevier (2025), S. 2137–2146'
havard: V. Mordaschew, B. Latos, S. Tackenberg, A Human Digital Twin for Worker-Centric
Production, Procedia Computer Science. 253 (2025) 2137–2146.
ieee: 'V. Mordaschew, B. Latos, and S. Tackenberg, “A Human Digital Twin for Worker-Centric
Production,” Procedia Computer Science, vol. 253, pp. 2137–2146, 2025,
doi: https://doi.org/10.1016/j.procs.2025.01.274.'
mla: Mordaschew, Viktoria, et al. “A Human Digital Twin for Worker-Centric Production.”
Procedia Computer Science, vol. 253, 2025, pp. 2137–46, https://doi.org/10.1016/j.procs.2025.01.274.
short: V. Mordaschew, B. Latos, S. Tackenberg, Procedia Computer Science 253 (2025)
2137–2146.
ufg: 'Mordaschew, Viktoria/Latos, Benedikt/Tackenberg, Sven: A Human Digital
Twin for Worker-Centric Production, in: Procedia Computer Science 253 (2025),
S. 2137–2146.'
van: Mordaschew V, Latos B, Tackenberg S. A Human Digital Twin for Worker-Centric
Production. Procedia Computer Science. 2025;253:2137–46.
date_created: 2025-03-19T15:42:16Z
date_updated: 2025-03-20T15:25:28Z
department:
- _id: DEP1500
doi: https://doi.org/10.1016/j.procs.2025.01.274
intvolume: ' 253'
keyword:
- Human-centric Production
- Digital Twin
- Systematic Literature Review
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://pdf.sciencedirectassets.com/280203/1-s2.0-S1877050925X0003X/1-s2.0-S1877050925002820/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjECAaCXVzLWVhc3QtMSJHMEUCIQCf5kQu9Qr%2FPaWZOMmUyMsrFj8U0OTeGci9WwFRKvOC4gIgBa8ilRkd264I5%2FfOe%2FJMwvNc3cQ1jDt8wJcUIdPTdfEqswUIeBAFGgwwNTkwMDM1NDY4NjUiDKfD4vTsP8l575BscSqQBdaN09lRB973%2Bhd4ufVIhFw27Ohx%2FUPVSwOUefsN5C28R6CqOhF8DiP%2F2uLmz%2FP0AnXXRIOIU9Xo6jGS01m5JEQUa3nNGi8YJ8wTH4vqk0pOjczyIo6CZJWe2zwVPJVIvlfTEV1aBcggnpVmcBINCHhCQ20GVehLrEEaONMkGjoauiuvp%2B5GQRNaa0F%2FJuhCfsJO7KbRcA1OblcOezoMYk83RzISbfAI5FvDKWxZQhWCprKR35b%2F6s7lfY8fb34Ps%2BNsCYmKhTJlDLDQiFVQPPWUwJg9PJaW9CJxjvWWNXlOOpv0tC6JFHyGnTu6VyOsPqs8G%2BD0nTOJtE9C2AwrradO7sVKQu%2B3SubbOofB6RIbb7eP%2FJeCAN3UQ4wBJKDa2QzoZiqrGb1LUVPmuJgEDZmZNgdIiat3mvC3QsCowARjBq%2BX12qexIsGbLoKKwLj0XZyD1geFAULOxEO1prmNT8zdhXcCloLKivRqNRpHc9vXR8mnUPRY4SDQIiFjkwbGfiN7XIfU%2BUL31K5F4L%2FidNQcNNwxiW2JiZLKnd0Cd3YUYFLODxKrXvI3SboFa1aKhiwX4uba2qjCbu0VpSKGIn%2BdkaGfOWxGgEg2L6s6MWXs0%2BnIUYoYswyjYxyksWZTk2xk09FT%2FzZzcbV%2By3LDfI68M6Yl%2BI47d77Gw2Dl3i2QtpSSgE7KidmuP3V5QTNLcwQ6znfvdJ1GCEtg86RCRbhdIjqopU8zl6%2BH%2By%2B9Zsh8exwsS6wehDEsKBgtOsmXMRr3PIMVsVBZBvOsraGPdmR9%2BFF37YCd66MEc2RLxoWr0y2N7vz00YOlcSvpDR4MLZVSb9sFSBLDTcbdljUEJjFWI5lx4fXoYY6D43k1qzBMKG8674GOrEBPhb%2BOxSm119COf1hZVU9Ddv020oO9bIFU0RN%2BgW0Jn5aIEYvqvKyOjBIlgPe%2BsOxmje4KstmmeZdXNT1UYhFmal1oQ%2Fc6dU2N5e6BPyHNN1HFQEDPCg4VmTPqvA6AerHmcIv62dF2mbJmBlB%2FrchNqLbPCrVy61C9FIKZmBRAdEDMKOjdi0IwDgJ4Mci%2FTu%2FYKZthYyoTcZCmkmyk8hVJGTMyZsj0pGsTS79eyd00t6K&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20250319T153721Z&X-Amz-SignedHeaders=host&X-Amz-Expires=300&X-Amz-Credential=ASIAQ3PHCVTY5KE6SOXB%2F20250319%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=8a9c4609a533337efabc8cf0808d3c276fbf5283eef7c3deb5ab723e49e72788&hash=1c87cbc6d5873de51b1b1ba6cab66fb8a783c2b9af8ef198f4c9b2504f659005&host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&pii=S1877050925002820&tid=spdf-72598068-bcf7-4dec-b3a9-3bde6d19d9f5&sid=c9f5630d128d5441213b35f764412ad9bb5bgxrqb&type=client&tsoh=d3d3LnNjaWVuY2VkaXJlY3QuY29t&rh=d3d3LnNjaWVuY2VkaXJlY3QuY29t&ua=1e0359535c0b5400015202&rr=922e0cf0ff4e7a5a&cc=de
oa: '1'
page: 2137-2146
place: 'Amsterdam [u.a.] '
publication: Procedia Computer Science
publication_identifier:
issn:
- 1877-0509
publication_status: published
publisher: Elsevier
quality_controlled: '1'
related_material:
link:
- relation: other
url: 10.1016/j.procs.2025.01.274
status: public
title: A Human Digital Twin for Worker-Centric Production
type: scientific_journal_article
user_id: '83781'
volume: 253
year: '2025'
...
---
_id: '11915'
abstract:
- lang: eng
text: With the human factor being identified as the weakest link in the chain of
information security, we investigate the effects of the COVID-19 pandemic on approaches
to develop awareness trainings. Following the literature approach of vom Brocke,
we identify five focus areas in recent literature which we are able to divide
further into supporting effects and human factors for information security awareness
trainings. Furthermore, we identify research gaps in current literature which
can inspire future investigations.
author:
- first_name: Robin
full_name: Meister, Robin
id: '81256'
last_name: Meister
- first_name: Nadine
full_name: Guhr, Nadine
id: '77748'
last_name: Guhr
orcid: 0000-0001-8812-1488
citation:
ama: 'Meister R, Guhr N. Recent Insights in Information Security Awareness Training:
A Systematic Literature Review . (Association for Information Systems , ed.).
WI; 2024:16.'
apa: 'Meister, R., & Guhr, N. (2024). Recent Insights in Information Security
Awareness Training: A Systematic Literature Review . In Association for Information
Systems (Ed.), Wirtschaftsinformatik 2024 Proceedings (p. 16). WI.'
bjps: 'Meister R and Guhr N (2024) Recent Insights in Information Security
Awareness Training: A Systematic Literature Review , Association for Information
Systems (ed.). Würzburg: WI.'
chicago: 'Meister, Robin, and Nadine Guhr. Recent Insights in Information Security
Awareness Training: A Systematic Literature Review . Edited by Association
for Information Systems . Wirtschaftsinformatik 2024 Proceedings. Würzburg:
WI, 2024.'
chicago-de: 'Meister, Robin und Nadine Guhr. 2024. Recent Insights in Information
Security Awareness Training: A Systematic Literature Review . Hg. von Association
for Information Systems . Wirtschaftsinformatik 2024 Proceedings. Würzburg:
WI.'
din1505-2-1: 'Meister, Robin ; Guhr, Nadine ; Association
for Information Systems (Hrsg.): Recent Insights in Information Security
Awareness Training: A Systematic Literature Review . Würzburg : WI, 2024'
havard: 'R. Meister, N. Guhr, Recent Insights in Information Security Awareness
Training: A Systematic Literature Review , WI, Würzburg, 2024.'
ieee: 'R. Meister and N. Guhr, Recent Insights in Information Security Awareness
Training: A Systematic Literature Review . Würzburg: WI, 2024, p. 16.'
mla: 'Meister, Robin, and Nadine Guhr. “Recent Insights in Information Security
Awareness Training: A Systematic Literature Review .” Wirtschaftsinformatik
2024 Proceedings, edited by Association for Information Systems , WI, 2024,
p. 16.'
short: 'R. Meister, N. Guhr, Recent Insights in Information Security Awareness Training:
A Systematic Literature Review , WI, Würzburg, 2024.'
ufg: 'Meister, Robin/Guhr, Nadine: Recent Insights in Information Security
Awareness Training: A Systematic Literature Review , hg. von Association for Information
Systems , Würzburg 2024.'
van: 'Meister R, Guhr N. Recent Insights in Information Security Awareness Training:
A Systematic Literature Review . Association for Information Systems , editor.
Wirtschaftsinformatik 2024 Proceedings. Würzburg: WI; 2024.'
conference:
end_date: 2024-09-19
location: Würzburg
name: 19. Internationale Tagung Wirtschaftsinformatik
start_date: 2024-09-16
corporate_editor:
- 'Association for Information Systems '
date_created: 2024-09-17T11:03:28Z
date_updated: 2025-07-22T07:00:14Z
department:
- _id: DEP1523
keyword:
- Information Security
- Literature Review
- Human Factor
- Education
- Awareness
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://aisel.aisnet.org/wi2024/124
oa: '1'
page: '16'
place: Würzburg
publication: Wirtschaftsinformatik 2024 Proceedings
publication_status: published
publisher: WI
status: public
title: 'Recent Insights in Information Security Awareness Training: A Systematic Literature
Review '
type: conference_editor_article
user_id: '83781'
year: '2024'
...
---
_id: '11972'
abstract:
- lang: eng
text: As companies increasingly adopt software applications to improve business
efficiency, often digitization gaps arise when legacy systems fail to integrate
with new applications. These gaps often result in redundant task execution across
incompatible systems. Robotic Process Automation (RPA) emerges as a solution by
automating such tasks. However, selecting the right processes that will be subjected
to RPA is crucial to avoid failures and resource waste. Therefore, this paper
introduces a four-stage method to evaluate processes for RPA suitability, grounded
on the Analytic Hierarchy Process (AHP). By systematically analyzing scientific
literature and incorporating weights from RPA experts, this paper sheds light
on the complex nature of process selection criteria for RPA. Tested in a company,
the method facilitates the process selection, indicating its practical applicability.
author:
- first_name: Frederic
full_name: Meyer, Frederic
id: '70963'
last_name: Meyer
- first_name: Sven
full_name: Hinrichsen, Sven
id: '49010'
last_name: Hinrichsen
- first_name: Elio
full_name: Padoano, Elio
last_name: Padoano
citation:
ama: Meyer F, Hinrichsen S, Padoano E. A Structured Method for the Selection
of Business Processes Suitable for Robotic Process Automation. Vol 158. (Ahram
T, Karwowski W, Etinger D, Mijač T, eds.). AHFE International; 2024. doi:10.54941/ahfe1005524
apa: 'Meyer, F., Hinrichsen, S., & Padoano, E. (2024). A Structured Method for
the Selection of Business Processes Suitable for Robotic Process Automation. In
T. Ahram, W. Karwowski, D. Etinger, & T. Mijač (Eds.), Human Systems Engineering
and Design (IHSED2024): Future Trends and Applications (Vol. 158). AHFE International.
https://doi.org/10.54941/ahfe1005524'
bjps: 'Meyer F, Hinrichsen S and Padoano E (2024) A Structured Method
for the Selection of Business Processes Suitable for Robotic Process Automation,
Ahram T et al. (eds). New York,NY: AHFE International.'
chicago: 'Meyer, Frederic, Sven Hinrichsen, and Elio Padoano. A Structured Method
for the Selection of Business Processes Suitable for Robotic Process Automation.
Edited by Tareq Ahram, Waldemar Karwowski, Darko Etinger, and Tea Mijač. Human
Systems Engineering and Design (IHSED2024): Future Trends and Applications.
Vol. 158. Applied Human Factors and Ergonomics International . New York,NY: AHFE
International, 2024. https://doi.org/10.54941/ahfe1005524.'
chicago-de: 'Meyer, Frederic, Sven Hinrichsen und Elio Padoano. 2024. A Structured
Method for the Selection of Business Processes Suitable for Robotic Process Automation.
Hg. von Tareq Ahram, Waldemar Karwowski, Darko Etinger, und Tea Mijač. Human
Systems Engineering and Design (IHSED2024): Future Trends and Applications.
Bd. 158. Applied Human Factors and Ergonomics International . New York,NY: AHFE
International. doi:10.54941/ahfe1005524,
.'
din1505-2-1: 'Meyer, Frederic ; Hinrichsen, Sven ; Padoano,
Elio ; Ahram, T. ; Karwowski, W. ; Etinger,
D. ; Mijač, T. (Hrsg.): A
Structured Method for the Selection of Business Processes Suitable for Robotic
Process Automation, Applied Human Factors and Ergonomics International
. Bd. 158. New York,NY : AHFE International, 2024'
havard: F. Meyer, S. Hinrichsen, E. Padoano, A Structured Method for the Selection
of Business Processes Suitable for Robotic Process Automation, AHFE International,
New York,NY, 2024.
ieee: 'F. Meyer, S. Hinrichsen, and E. Padoano, A Structured Method for the Selection
of Business Processes Suitable for Robotic Process Automation, vol. 158. New
York,NY: AHFE International, 2024. doi: 10.54941/ahfe1005524.'
mla: 'Meyer, Frederic, et al. “A Structured Method for the Selection of Business
Processes Suitable for Robotic Process Automation.” Human Systems Engineering
and Design (IHSED2024): Future Trends and Applications, edited by Tareq Ahram
et al., vol. 158, AHFE International, 2024, https://doi.org/10.54941/ahfe1005524.'
short: F. Meyer, S. Hinrichsen, E. Padoano, A Structured Method for the Selection
of Business Processes Suitable for Robotic Process Automation, AHFE International,
New York,NY, 2024.
ufg: 'Meyer, Frederic/Hinrichsen, Sven/Padoano, Elio: A Structured Method
for the Selection of Business Processes Suitable for Robotic Process Automation,
Bd. 158, hg. von Ahram, Tareq u. a., New York,NY 2024 (Applied Human Factors and
Ergonomics International ).'
van: 'Meyer F, Hinrichsen S, Padoano E. A Structured Method for the Selection of
Business Processes Suitable for Robotic Process Automation. Ahram T, Karwowski
W, Etinger D, Mijač T, editors. Human Systems Engineering and Design (IHSED2024):
Future Trends and Applications. New York,NY: AHFE International; 2024. (Applied
Human Factors and Ergonomics International ; vol. 158).'
conference:
end_date: 2024-09-26
location: Split
name: 'Human Systems Engineering and Design (IHSED2024): Future Trends and Applications.'
start_date: 2024-09-24
date_created: 2024-10-01T15:24:03Z
date_updated: 2025-11-10T16:16:08Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.54941/ahfe1005524
editor:
- first_name: 'Tareq '
full_name: 'Ahram, Tareq '
last_name: Ahram
- first_name: 'Waldemar '
full_name: 'Karwowski, Waldemar '
last_name: Karwowski
- first_name: 'Darko '
full_name: 'Etinger, Darko '
last_name: Etinger
- first_name: 'Tea '
full_name: 'Mijač, Tea '
last_name: Mijač
intvolume: ' 158'
keyword:
- Analytic Hierarchy Process (AHP)
- Evaluation Method
- MCDM
- Robotic Process Automation (RPA)
- Selection Criteria
- Systematic Literature Review (SLR)
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: New York,NY
publication: 'Human Systems Engineering and Design (IHSED2024): Future Trends and
Applications'
publication_identifier:
eissn:
- 2771-0718
isbn:
- 978-1-964867-34-2
publication_status: published
publisher: AHFE International
quality_controlled: '1'
series_title: 'Applied Human Factors and Ergonomics International '
status: public
title: A Structured Method for the Selection of Business Processes Suitable for Robotic
Process Automation
type: conference_editor_article
user_id: '49010'
volume: 158
year: '2024'
...
---
_id: '9422'
abstract:
- lang: eng
text: Global trends towards the rapidly increasing use of information systems (IS)
apply to the IS research domain and related publications. Nonetheless, investigations
of trends in publication behavior and emergence as well as changes in IS research
are usually narrowly focused. This article contributes to the growing number of
articles published in the IS domain by analyzing the evolution of trends and major
research fields as well as the regional distribution of publications in the AIS
Senior Scholars' Basket of Eight (AIS Bo8) and the International Conference on
Information Systems (ICIS), changes in publication behavior, and the emergence
of as well as changes to IS research fields and trends. Our semi-automated literature
review integrates scientific methods to support the review and classification
of publications. Based on 6692 articles published in the ICIS proceedings and
the AIS Bo8 journals in a period of 16 years, we elaborate the key characteristics
of research development. Our contribution provides and interprets a contemporaneous
account of contextual factors influencing the IS research domain. Thus, our study
enhances understanding of the development of the IS research domain.
author:
- first_name: Nadine
full_name: Guhr, Nadine
id: '77748'
last_name: Guhr
orcid: 0000-0001-8812-1488
- first_name: Oliver
full_name: Werth, Oliver
last_name: Werth
- first_name: 'Jens '
full_name: 'Passlick, Jens '
last_name: Passlick
- first_name: Michael H.
full_name: Breitner, Michael H.
last_name: Breitner
citation:
ama: 'Guhr N, Werth O, Passlick J, Breitner MH. Trends of Top IS Research by Region,
Outlet, and Emergence: A Semi-Automated Literature Review. Information.
2023;14(2):94. doi:10.3390/info14020094'
apa: 'Guhr, N., Werth, O., Passlick, J., & Breitner, M. H. (2023). Trends of
Top IS Research by Region, Outlet, and Emergence: A Semi-Automated Literature
Review. Information, 14(2), 94. https://doi.org/10.3390/info14020094'
bjps: 'Guhr N et al. (2023) Trends of Top IS Research by Region, Outlet,
and Emergence: A Semi-Automated Literature Review. Information 14,
94.'
chicago: 'Guhr, Nadine, Oliver Werth, Jens Passlick, and Michael H. Breitner. “Trends
of Top IS Research by Region, Outlet, and Emergence: A Semi-Automated Literature
Review.” Information 14, no. 2 (2023): 94. https://doi.org/10.3390/info14020094.'
chicago-de: 'Guhr, Nadine, Oliver Werth, Jens Passlick und Michael H. Breitner.
2023. Trends of Top IS Research by Region, Outlet, and Emergence: A Semi-Automated
Literature Review. Information 14, Nr. 2: 94. doi:10.3390/info14020094,
.'
din1505-2-1: 'Guhr, Nadine ; Werth, Oliver ; Passlick,
Jens ; Breitner, Michael H.:
Trends of Top IS Research by Region, Outlet, and Emergence: A Semi-Automated Literature
Review. In: Information Bd. 14. Basel, MDPI (2023), Nr. 2, S. 94'
havard: 'N. Guhr, O. Werth, J. Passlick, M.H. Breitner, Trends of Top IS Research
by Region, Outlet, and Emergence: A Semi-Automated Literature Review, Information.
14 (2023) 94.'
ieee: 'N. Guhr, O. Werth, J. Passlick, and M. H. Breitner, “Trends of Top IS Research
by Region, Outlet, and Emergence: A Semi-Automated Literature Review,” Information,
vol. 14, no. 2, p. 94, 2023, doi: 10.3390/info14020094.'
mla: 'Guhr, Nadine, et al. “Trends of Top IS Research by Region, Outlet, and Emergence:
A Semi-Automated Literature Review.” Information, vol. 14, no. 2, 2023,
p. 94, https://doi.org/10.3390/info14020094.'
short: N. Guhr, O. Werth, J. Passlick, M.H. Breitner, Information 14 (2023) 94.
ufg: 'Guhr, Nadine u. a.: Trends of Top IS Research by Region, Outlet, and
Emergence: A Semi-Automated Literature Review, in: Information 14 (2023),
H. 2, S. 94.'
van: 'Guhr N, Werth O, Passlick J, Breitner MH. Trends of Top IS Research by Region,
Outlet, and Emergence: A Semi-Automated Literature Review. Information. 2023;14(2):94.'
date_created: 2023-02-06T08:00:51Z
date_updated: 2025-06-25T13:12:07Z
department:
- _id: DEP1523
doi: 10.3390/info14020094
external_id:
isi:
- '000939110600001'
intvolume: ' 14'
isi: '1'
issue: '2'
keyword:
- global information systems research
- research trends
- research field
- (semi-) automated literature review
- latent semantic indexing
language:
- iso: eng
page: '94'
place: Basel
publication: Information
publication_identifier:
issn:
- 2078-2489
publication_status: published
publisher: MDPI
quality_controlled: '1'
status: public
title: 'Trends of Top IS Research by Region, Outlet, and Emergence: A Semi-Automated
Literature Review'
type: scientific_journal_article
user_id: '83781'
volume: 14
year: '2023'
...
---
_id: '7147'
abstract:
- lang: eng
text: "Purpose: Industry 4.0 technologies influence how production is planned, scheduled,
and controlled. In literature, different classifications of the tasks and functions
of production planning and control (PPC) exist, of which one is the German Aachen
PPC model. This research aims to identify and classify current Industry 4.0 approaches
for planning and controlling production processes and to reveal researched and
unexplored areas of the model.\r\n\r\nDesign/methodology/approach: In an exploratory
literature review, we review and classify 48 publications on a full-text basis
with the Aachen PPC model's tasks and functions. Two cluster analyses reveal researched
and unexplored tasks and functions of the Aachen PPC model. Additionally, we give
a summary of each reviewed publication.\r\n\r\nFindings: We propose a cyber-physical
PPC architecture, which incorporates current Industry 4.0 technologies, current
optimization methods, optimization objectives, and disturbances relevant for realizing
a PPC system in a smart factory. Current approaches focus on the in-house PPC,
particularly on the control using real-time information from the shop floor. We
propose future research directions for the unexplored tasks and functions of the
Aachen PPC model.\r\n\r\nResearch limitations/implications: The selection of search
terms and the texts' interpretation is based on an individual assessment. The
revelation of unexplored tasks and functions of the Aachen PPC model might have
a different outcome if the search term combination is parameterized differently.\r\n\r\nOriginality/value:
Using the Aachen PPC model, which holistically models PPC, the findings give comprehensive
insights into the current advances of tools, methods, and challenges relevant
to planning and controlling production processes under Industry 4.0."
article_number: 4-30
author:
- first_name: Jan-Phillip
full_name: Herrmann, Jan-Phillip
id: '75846'
last_name: Herrmann
- first_name: Sven
full_name: Tackenberg, Sven
id: '71470'
last_name: Tackenberg
- first_name: Elio
full_name: Padoano, Elio
last_name: Padoano
- first_name: Thilo
full_name: Gamber, Thilo
id: '71451'
last_name: Gamber
citation:
ama: 'Herrmann JP, Tackenberg S, Padoano E, Gamber T. Approaches of production planning
and control under industry 4.0: A literature review. Journal of Industrial
Engineering and Management. 2022;15(1). doi:http://dx.doi.org/10.3926/jiem.3582'
apa: 'Herrmann, J.-P., Tackenberg, S., Padoano, E., & Gamber, T. (2022). Approaches
of production planning and control under industry 4.0: A literature review. Journal
of Industrial Engineering and Management, 15(1), Article 4–30. http://dx.doi.org/10.3926/jiem.3582'
bjps: 'Herrmann J-P et al. (2022) Approaches of Production Planning
and Control under Industry 4.0: A Literature Review. Journal of Industrial
Engineering and Management 15.'
chicago: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano, and Thilo Gamber.
“Approaches of Production Planning and Control under Industry 4.0: A Literature
Review.” Journal of Industrial Engineering and Management 15, no. 1 (2022).
http://dx.doi.org/10.3926/jiem.3582.'
chicago-de: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano und Thilo Gamber.
2022. Approaches of production planning and control under industry 4.0: A literature
review. Journal of Industrial Engineering and Management 15, Nr. 1. doi:http://dx.doi.org/10.3926/jiem.3582,
.'
din1505-2-1: 'Herrmann, Jan-Phillip
; Tackenberg, Sven ; Padoano,
Elio ; Gamber, Thilo: Approaches
of production planning and control under industry 4.0: A literature review. In:
Journal of Industrial Engineering and Management Bd. 15. Barcelona, OmniaScience
(2022), Nr. 1'
havard: 'J.-P. Herrmann, S. Tackenberg, E. Padoano, T. Gamber, Approaches of production
planning and control under industry 4.0: A literature review, Journal of Industrial
Engineering and Management. 15 (2022).'
ieee: 'J.-P. Herrmann, S. Tackenberg, E. Padoano, and T. Gamber, “Approaches of
production planning and control under industry 4.0: A literature review,” Journal
of Industrial Engineering and Management, vol. 15, no. 1, Art. no. 4–30, 2022,
doi: http://dx.doi.org/10.3926/jiem.3582.'
mla: 'Herrmann, Jan-Phillip, et al. “Approaches of Production Planning and Control
under Industry 4.0: A Literature Review.” Journal of Industrial Engineering
and Management, vol. 15, no. 1, 4–30, 2022, http://dx.doi.org/10.3926/jiem.3582.'
short: J.-P. Herrmann, S. Tackenberg, E. Padoano, T. Gamber, Journal of Industrial
Engineering and Management 15 (2022).
ufg: 'Herrmann, Jan-Phillip u. a.: Approaches of production planning and
control under industry 4.0: A literature review, in: Journal of Industrial
Engineering and Management 15 (2022), H. 1.'
van: 'Herrmann JP, Tackenberg S, Padoano E, Gamber T. Approaches of production planning
and control under industry 4.0: A literature review. Journal of Industrial Engineering
and Management. 2022;15(1).'
date_created: 2022-03-22T10:01:45Z
date_updated: 2024-08-05T08:46:11Z
department:
- _id: DEP7020
- _id: DEP1305
doi: http://dx.doi.org/10.3926/jiem.3582
intvolume: ' 15'
issue: '1'
keyword:
- Production planning and control
- Industry 4.0
- Industrial Internet of Things
- Exploratory literature review
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://www.jiem.org/index.php/jiem/article/view/3582/996
oa: '1'
place: Barcelona
publication: Journal of Industrial Engineering and Management
publication_identifier:
eissn:
- 2013-0953
issn:
- 2013-8423
publication_status: published
publisher: ' OmniaScience'
quality_controlled: '1'
status: public
title: 'Approaches of production planning and control under industry 4.0: A literature
review'
type: scientific_journal_article
user_id: '83781'
volume: 15
year: '2022'
...
---
_id: '7033'
abstract:
- lang: eng
text: Industry 4.0 technologies influence how production is planned, scheduled,
and controlled. In literature, different classifications of the tasks and functions
of production planning and control (PPC) exist, of which one is the German Aachen
PPC model. This paper conducts an exploratory literature review by reviewing 48
publications on a full-text basis. Based on the review, a cyber-physical PPC architecture
is proposed, which incorporates current Industry 4.0 technologies, current optimisation
methods, optimisation objectives, and disturbances, relevant for the realisation
of a PPC system in a smart factory. A classification scheme is developed as a
basis for two cluster analyses that reveal researched and unexplored tasks and
functions of the Aachen PPC model. Current approaches focus on the in-house PPC,
particularly on the control using real-time information from the shop floor. Future
research directions are proposed for the unexplored tasks and functions of the
Aachen PPC model.
author:
- first_name: Jan-Phillip
full_name: Herrmann, Jan-Phillip
id: '75846'
last_name: Herrmann
- first_name: Sven
full_name: Tackenberg, Sven
id: '71470'
last_name: Tackenberg
- first_name: Elio
full_name: Padoano, Elio
last_name: Padoano
- first_name: Thilo
full_name: Gamber, Thilo
id: '71451'
last_name: Gamber
citation:
ama: Herrmann JP, Tackenberg S, Padoano E, Gamber T. A literature review and cluster
analysis of the Aachen production planning and control model under Industry 4.0.
Procedia Computer Science. 2021;180:208-218. doi:10.1016/j.procs.2021.01.158
apa: Herrmann, J.-P., Tackenberg, S., Padoano, E., & Gamber, T. (2021). A literature
review and cluster analysis of the Aachen production planning and control model
under Industry 4.0. Procedia Computer Science, 180, 208–218. https://doi.org/10.1016/j.procs.2021.01.158
bjps: Herrmann J-P et al. (2021) A Literature Review and Cluster Analysis
of the Aachen Production Planning and Control Model under Industry 4.0. Procedia
Computer Science 180, 208–218.
chicago: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano, and Thilo Gamber.
“A Literature Review and Cluster Analysis of the Aachen Production Planning and
Control Model under Industry 4.0.” Procedia Computer Science 180 (2021):
208–18. https://doi.org/10.1016/j.procs.2021.01.158.'
chicago-de: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano und Thilo Gamber.
2021. A literature review and cluster analysis of the Aachen production planning
and control model under Industry 4.0. Procedia Computer Science 180: 208–218.
doi:10.1016/j.procs.2021.01.158,
.'
din1505-2-1: 'Herrmann, Jan-Phillip
; Tackenberg, Sven ; Padoano,
Elio ; Gamber, Thilo: A literature
review and cluster analysis of the Aachen production planning and control model
under Industry 4.0. In: Procedia Computer Science Bd. 180, Elsevier (2021),
S. 208–218'
havard: J.-P. Herrmann, S. Tackenberg, E. Padoano, T. Gamber, A literature review
and cluster analysis of the Aachen production planning and control model under
Industry 4.0, Procedia Computer Science. 180 (2021) 208–218.
ieee: 'J.-P. Herrmann, S. Tackenberg, E. Padoano, and T. Gamber, “A literature review
and cluster analysis of the Aachen production planning and control model under
Industry 4.0,” Procedia Computer Science, vol. 180, pp. 208–218, 2021,
doi: 10.1016/j.procs.2021.01.158.'
mla: Herrmann, Jan-Phillip, et al. “A Literature Review and Cluster Analysis of
the Aachen Production Planning and Control Model under Industry 4.0.” Procedia
Computer Science, vol. 180, 2021, pp. 208–18, https://doi.org/10.1016/j.procs.2021.01.158.
short: J.-P. Herrmann, S. Tackenberg, E. Padoano, T. Gamber, Procedia Computer Science
180 (2021) 208–218.
ufg: 'Herrmann, Jan-Phillip u. a.: A literature review and cluster analysis
of the Aachen production planning and control model under Industry 4.0, in: Procedia
Computer Science 180 (2021), S. 208–218.'
van: Herrmann JP, Tackenberg S, Padoano E, Gamber T. A literature review and cluster
analysis of the Aachen production planning and control model under Industry 4.0.
Procedia Computer Science. 2021;180:208–18.
date_created: 2022-02-08T14:43:59Z
date_updated: 2024-08-05T08:48:34Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.1016/j.procs.2021.01.158
intvolume: ' 180'
keyword:
- Production planning
- control
- Industry 4.0
- Industrial Internet of Things
- Exploratory literature review
language:
- iso: eng
page: 208-218
publication: Procedia Computer Science
publication_identifier:
issn:
- 1877-0509
publication_status: published
publisher: Elsevier
status: public
title: A literature review and cluster analysis of the Aachen production planning
and control model under Industry 4.0
type: journal_article
user_id: '83781'
volume: 180
year: '2021'
...
---
_id: '7891'
author:
- first_name: Julija
full_name: Winschel, Julija
last_name: Winschel
- first_name: Martin
full_name: Stawinoga, Martin
id: '68681'
last_name: Stawinoga
citation:
ama: 'Winschel J, Stawinoga M. Determinants and effects of sustainable CEO compensation:
a structured literature review of empirical evidence. Management Review Quarterly.
2019;69:265-328. doi:10.1007/s11301-019-00154-9'
apa: 'Winschel, J., & Stawinoga, M. (2019). Determinants and effects of sustainable
CEO compensation: a structured literature review of empirical evidence. Management
Review Quarterly, 69, 265–328. https://doi.org/10.1007/s11301-019-00154-9'
bjps: 'Winschel J and Stawinoga M (2019) Determinants and Effects of Sustainable
CEO Compensation: A Structured Literature Review of Empirical Evidence. Management
Review Quarterly 69, 265–328.'
chicago: 'Winschel, Julija, and Martin Stawinoga. “Determinants and Effects of Sustainable
CEO Compensation: A Structured Literature Review of Empirical Evidence.” Management
Review Quarterly 69 (2019): 265–328. https://doi.org/10.1007/s11301-019-00154-9.'
chicago-de: 'Winschel, Julija und Martin Stawinoga. 2019. Determinants and effects
of sustainable CEO compensation: a structured literature review of empirical evidence.
Management Review Quarterly 69: 265–328. doi:10.1007/s11301-019-00154-9,
.'
din1505-2-1: 'Winschel, Julija ; Stawinoga, Martin: Determinants and effects
of sustainable CEO compensation: a structured literature review of empirical evidence.
In: Management Review Quarterly Bd. 69. Berlin, Springer (2019), S. 265–328'
havard: 'J. Winschel, M. Stawinoga, Determinants and effects of sustainable CEO
compensation: a structured literature review of empirical evidence, Management
Review Quarterly. 69 (2019) 265–328.'
ieee: 'J. Winschel and M. Stawinoga, “Determinants and effects of sustainable CEO
compensation: a structured literature review of empirical evidence,” Management
Review Quarterly, vol. 69, pp. 265–328, 2019.'
mla: 'Winschel, Julija, and Martin Stawinoga. “Determinants and Effects of Sustainable
CEO Compensation: A Structured Literature Review of Empirical Evidence.” Management
Review Quarterly, vol. 69, Springer, 2019, pp. 265–328, doi:10.1007/s11301-019-00154-9.'
short: J. Winschel, M. Stawinoga, Management Review Quarterly 69 (2019) 265–328.
ufg: 'Winschel, Julija/Stawinoga, Martin (2019): Determinants and effects
of sustainable CEO compensation: a structured literature review of empirical evidence,
in: Management Review Quarterly 69, S. 265–328.'
van: 'Winschel J, Stawinoga M. Determinants and effects of sustainable CEO compensation:
a structured literature review of empirical evidence. Management Review Quarterly.
2019;69:265–328.'
conference:
end_date: 2018-11-06
location: Brussels, Belgiuu
name: 15th WORKSHOP ON CORPORATE GOVERNANCE
start_date: 2018-11-05
date_created: 2022-05-03T06:34:20Z
date_updated: 2023-03-15T13:50:12Z
department:
- _id: DEP1507
doi: 10.1007/s11301-019-00154-9
intvolume: ' 69'
jel:
- M12
keyword:
- CEO Sustainable CEO compensation Structured literature review Corporate
governance Principal agent theory Stakeholder-agency theory Behavioral-agency
theory
language:
- iso: eng
page: 265-328
place: Berlin
publication: Management Review Quarterly
publication_identifier:
issn:
- 2198-1620
- 2198-1639
publication_status: published
publisher: Springer
status: public
title: 'Determinants and effects of sustainable CEO compensation: a structured literature
review of empirical evidence'
type: scientific_journal_article
user_id: '15514'
volume: 69
year: 2019
...