---
_id: '60549'
author:
- first_name: Michelle
  full_name: Müller, Michelle
  id: '50286'
  last_name: Müller
citation:
  ama: 'Müller M. Guardians of Giving – An Empirical Analysis of the Relationship
    between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
    European Conference on Information Systems (ECIS). In: <i>Proceedings of the 33rd
    European Conference on Information Systems (ECIS)</i>.'
  apa: Müller, M. (n.d.). Guardians of Giving – An Empirical Analysis of the Relationship
    between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
    European Conference on Information Systems (ECIS). <i>Proceedings of the 33rd
    European Conference on Information Systems (ECIS)</i>. 33rd European Conference
    on Information Systems (ECIS), Amman, Jordan.
  bibtex: '@inproceedings{Müller, title={Guardians of Giving – An Empirical Analysis
    of the Relationship between Charitable Crowdfunding and Acquisitive Crime,” Proceedings
    of the 33rd European Conference on Information Systems (ECIS)}, booktitle={Proceedings
    of the 33rd European Conference on Information Systems (ECIS)}, author={Müller,
    Michelle} }'
  chicago: Müller, Michelle. “Guardians of Giving – An Empirical Analysis of the Relationship
    between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
    European Conference on Information Systems (ECIS).” In <i>Proceedings of the 33rd
    European Conference on Information Systems (ECIS)</i>, n.d.
  ieee: M. Müller, “Guardians of Giving – An Empirical Analysis of the Relationship
    between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
    European Conference on Information Systems (ECIS),” presented at the 33rd European
    Conference on Information Systems (ECIS), Amman, Jordan.
  mla: Müller, Michelle. “Guardians of Giving – An Empirical Analysis of the Relationship
    between Charitable Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd
    European Conference on Information Systems (ECIS).” <i>Proceedings of the 33rd
    European Conference on Information Systems (ECIS)</i>.
  short: 'M. Müller, in: Proceedings of the 33rd European Conference on Information
    Systems (ECIS), n.d.'
conference:
  location: Amman, Jordan
  name: 33rd European Conference on Information Systems (ECIS)
date_created: 2025-07-08T09:30:38Z
date_updated: 2025-07-09T09:37:34Z
department:
- _id: '276'
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/ecis2025/gov_platform/gov_platform/4/
publication: Proceedings of the 33rd European Conference on Information Systems (ECIS)
publication_status: accepted
status: public
title: Guardians of Giving – An Empirical Analysis of the Relationship between Charitable
  Crowdfunding and Acquisitive Crime,” Proceedings of the 33rd European Conference
  on Information Systems (ECIS)
type: conference
user_id: '16205'
year: '2025'
...
---
_id: '60422'
author:
- first_name: David
  full_name: Bartlitz, David
  id: '104560'
  last_name: Bartlitz
  orcid: '0000-0003-2967-8299 '
citation:
  ama: Bartlitz D. Positivdiskriminierung im Wettbewerb der Preisvergleichsdienste.
    <i>Zeitschrift für Wirtschaftsrecht (ZIP)</i>. 2025;(28):1641-1651.
  apa: Bartlitz, D. (2025). Positivdiskriminierung im Wettbewerb der Preisvergleichsdienste.
    <i>Zeitschrift für Wirtschaftsrecht (ZIP)</i>, <i>28</i>, 1641–1651.
  bibtex: '@article{Bartlitz_2025, title={Positivdiskriminierung im Wettbewerb der
    Preisvergleichsdienste}, number={28}, journal={Zeitschrift für Wirtschaftsrecht
    (ZIP)}, author={Bartlitz, David}, year={2025}, pages={1641–1651} }'
  chicago: 'Bartlitz, David. “Positivdiskriminierung im Wettbewerb der Preisvergleichsdienste.”
    <i>Zeitschrift für Wirtschaftsrecht (ZIP)</i>, no. 28 (2025): 1641–51.'
  ieee: D. Bartlitz, “Positivdiskriminierung im Wettbewerb der Preisvergleichsdienste,”
    <i>Zeitschrift für Wirtschaftsrecht (ZIP)</i>, no. 28, pp. 1641–1651, 2025.
  mla: Bartlitz, David. “Positivdiskriminierung im Wettbewerb der Preisvergleichsdienste.”
    <i>Zeitschrift für Wirtschaftsrecht (ZIP)</i>, no. 28, 2025, pp. 1641–51.
  short: D. Bartlitz, Zeitschrift für Wirtschaftsrecht (ZIP) (2025) 1641–1651.
date_created: 2025-06-26T12:45:49Z
date_updated: 2025-07-10T11:59:52Z
department:
- _id: '845'
issue: '28'
language:
- iso: ger
main_file_link:
- url: https://www.juris.de/perma?d=jzs-ZIP-2025-28-002-1641
page: 1641-1651
publication: Zeitschrift für Wirtschaftsrecht (ZIP)
publication_status: published
status: public
title: Positivdiskriminierung im Wettbewerb der Preisvergleichsdienste
type: journal_article
user_id: '95606'
year: '2025'
...
---
_id: '60680'
abstract:
- lang: eng
  text: "Classical machine learning techniques often struggle with overfitting and
    unreliable predictions when exposed to novel conditions. Introducing causality
    into the modelling process offers a promising way to mitigate these challenges
    by enhancing predictive robustness. However, constructing an initial causal graph
    manually using domain knowledge is time-consuming, particularly in complex time
    series with numerous variables. To address this, causal discovery algorithms can
    provide a preliminary causal structure that domain experts can refine. This study
    investigates causal feature selection with domain knowledge using a data center
    system as an example. We use simulated time-series data to compare \r\ndifferent
    causal feature selection with traditional machine-learning feature selection methods.
    Our results show that predictions based on causal features are more robust compared
    to those derived from traditional methods. These findings underscore the potential
    of combining causal discovery algorithms with human expertise to improve machine
    learning applications."
author:
- first_name: David Ricardo
  full_name: Zapata Gonzalez, David Ricardo
  id: '105506'
  last_name: Zapata Gonzalez
- first_name: Marcel
  full_name: Meyer, Marcel
  id: '105120'
  last_name: Meyer
- first_name: Oliver
  full_name: Müller, Oliver
  id: '72849'
  last_name: Müller
citation:
  ama: 'Zapata Gonzalez DR, Meyer M, Müller O. Bridging the gap between data-driven
    and theory-driven modelling – leveraging causal machine learning for integrative
    modelling of dynamical systems. In: ; 2025.'
  apa: Zapata Gonzalez, D. R., Meyer, M., &#38; Müller, O. (2025). <i>Bridging the
    gap between data-driven and theory-driven modelling – leveraging causal machine
    learning for integrative modelling of dynamical systems</i>. European Conference
    on Information Systems, Amman, Jordan.
  bibtex: '@inproceedings{Zapata Gonzalez_Meyer_Müller_2025, title={Bridging the gap
    between data-driven and theory-driven modelling – leveraging causal machine learning
    for integrative modelling of dynamical systems}, author={Zapata Gonzalez, David
    Ricardo and Meyer, Marcel and Müller, Oliver}, year={2025} }'
  chicago: Zapata Gonzalez, David Ricardo, Marcel Meyer, and Oliver Müller. “Bridging
    the Gap between Data-Driven and Theory-Driven Modelling – Leveraging Causal Machine
    Learning for Integrative Modelling of Dynamical Systems,” 2025.
  ieee: D. R. Zapata Gonzalez, M. Meyer, and O. Müller, “Bridging the gap between
    data-driven and theory-driven modelling – leveraging causal machine learning for
    integrative modelling of dynamical systems,” presented at the European Conference
    on Information Systems, Amman, Jordan, 2025.
  mla: Zapata Gonzalez, David Ricardo, et al. <i>Bridging the Gap between Data-Driven
    and Theory-Driven Modelling – Leveraging Causal Machine Learning for Integrative
    Modelling of Dynamical Systems</i>. 2025.
  short: 'D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: 2025.'
conference:
  end_date: 18.06.2025
  location: Amman, Jordan
  name: European Conference on Information Systems
  start_date: 16.06.2025
date_created: 2025-07-21T07:52:03Z
date_updated: 2025-07-22T06:30:37Z
department:
- _id: '196'
keyword:
- Causal Machine Learning
- Causality in Time Series
- Causal Discovery
- Human-Machine  Collaboration
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/ecis2025/bus_analytics/bus_analytics/2/
status: public
title: Bridging the gap between data-driven and theory-driven modelling – leveraging
  causal machine learning for integrative modelling of dynamical systems
type: conference
user_id: '72849'
year: '2025'
...
---
_id: '60733'
author:
- first_name: Kristin
  full_name: Gerdes, Kristin
  last_name: Gerdes
- first_name: 'Simon '
  full_name: 'Harst, Simon '
  last_name: Harst
- first_name: Deborah
  full_name: Schanz, Deborah
  last_name: Schanz
- first_name: Caren
  full_name: Sureth-Sloane, Caren
  id: '530'
  last_name: Sureth-Sloane
  orcid: ' 0000-0002-8183-5901'
citation:
  ama: Gerdes K, Harst S, Schanz D, Sureth-Sloane C. <i>2024 Global Tax Complexity
    Survey</i>. TRR 266 Accounting for Transparency; 2025. doi:<a href="https://doi.org/10.52569/WEMV6812">10.52569/WEMV6812</a>
  apa: Gerdes, K., Harst, S., Schanz, D., &#38; Sureth-Sloane, C. (2025). <i>2024
    Global Tax Complexity Survey</i>. TRR 266 Accounting for Transparency. <a href="https://doi.org/10.52569/WEMV6812">https://doi.org/10.52569/WEMV6812</a>
  bibtex: '@book{Gerdes_Harst_Schanz_Sureth-Sloane_2025, title={2024 Global Tax Complexity
    Survey}, DOI={<a href="https://doi.org/10.52569/WEMV6812">10.52569/WEMV6812</a>},
    publisher={TRR 266 Accounting for Transparency}, author={Gerdes, Kristin and Harst,
    Simon  and Schanz, Deborah and Sureth-Sloane, Caren}, year={2025} }'
  chicago: Gerdes, Kristin, Simon  Harst, Deborah Schanz, and Caren Sureth-Sloane.
    <i>2024 Global Tax Complexity Survey</i>. TRR 266 Accounting for Transparency,
    2025. <a href="https://doi.org/10.52569/WEMV6812">https://doi.org/10.52569/WEMV6812</a>.
  ieee: K. Gerdes, S. Harst, D. Schanz, and C. Sureth-Sloane, <i>2024 Global Tax Complexity
    Survey</i>. TRR 266 Accounting for Transparency, 2025.
  mla: Gerdes, Kristin, et al. <i>2024 Global Tax Complexity Survey</i>. TRR 266 Accounting
    for Transparency, 2025, doi:<a href="https://doi.org/10.52569/WEMV6812">10.52569/WEMV6812</a>.
  short: K. Gerdes, S. Harst, D. Schanz, C. Sureth-Sloane, 2024 Global Tax Complexity
    Survey, TRR 266 Accounting for Transparency, 2025.
date_created: 2025-07-23T08:41:26Z
date_updated: 2025-08-06T07:59:44Z
department:
- _id: '187'
doi: 10.52569/WEMV6812
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publisher: TRR 266 Accounting for Transparency
status: public
title: 2024 Global Tax Complexity Survey
type: report
user_id: '74000'
year: '2025'
...
---
_id: '60004'
abstract:
- lang: eng
  text: Process mining has been established as a data-driven approach to analyze and
    improve business processes based on event data documented in event logs. A core
    assumption for meaningful analyses is that event data accurately represent the
    real-world execution of business processes in an organization. However, anecdotal
    evidence and recent case studies show that these aspects do not always align,
    and the business process management community is only beginning to investigate
    the mechanisms generating mismatches between process execution and event data.
    This study aims to identify the role of workarounds goal-directed deviations from
    standard processes performed by process participants to overcome obstacles– in
    this context. Through an inductive multiple case study of 13 workarounds in four
    organizations, three mismatch categories between event logs and real-world process
    execution related to workarounds are identified and explored. This study contributes
    to the literature by describing how workarounds can act as mechanisms that cause
    mismatches between process execution and event data, adding to the discussion
    on process drift and workaround mining. Furthermore, exploring the mismatch categories
    offers insights for practitioners and researchers on how to handle and interpret
    data quality issues in event data.
author:
- first_name: Christian
  full_name: Bartelheimer, Christian
  id: '49160'
  last_name: Bartelheimer
- first_name: Bernd
  full_name: Löhr, Bernd
  id: '56760'
  last_name: Löhr
  orcid: 0000-0001-9581-4602
- first_name: Malte Fabian
  full_name: Reineke, Malte Fabian
  id: '60641'
  last_name: Reineke
- first_name: Agnes
  full_name: Aßbrock, Agnes
  last_name: Aßbrock
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: Bartelheimer C, Löhr B, Reineke MF, Aßbrock A, Beverungen D. Workarounds as
    a Cause of Mismatches in Business Processes—Insights from a Multiple Case Study.
    <i>Business &#38; Information Systems Engineering</i>. Published online 2025.
    doi:<a href="https://doi.org/10.1007/s12599-025-00943-5">10.1007/s12599-025-00943-5</a>
  apa: Bartelheimer, C., Löhr, B., Reineke, M. F., Aßbrock, A., &#38; Beverungen,
    D. (2025). Workarounds as a Cause of Mismatches in Business Processes—Insights
    from a Multiple Case Study. <i>Business &#38; Information Systems Engineering</i>.
    <a href="https://doi.org/10.1007/s12599-025-00943-5">https://doi.org/10.1007/s12599-025-00943-5</a>
  bibtex: '@article{Bartelheimer_Löhr_Reineke_Aßbrock_Beverungen_2025, title={Workarounds
    as a Cause of Mismatches in Business Processes—Insights from a Multiple Case Study},
    DOI={<a href="https://doi.org/10.1007/s12599-025-00943-5">10.1007/s12599-025-00943-5</a>},
    journal={Business &#38; Information Systems Engineering}, publisher={Springer
    Science and Business Media LLC}, author={Bartelheimer, Christian and Löhr, Bernd
    and Reineke, Malte Fabian and Aßbrock, Agnes and Beverungen, Daniel}, year={2025}
    }'
  chicago: Bartelheimer, Christian, Bernd Löhr, Malte Fabian Reineke, Agnes Aßbrock,
    and Daniel Beverungen. “Workarounds as a Cause of Mismatches in Business Processes—Insights
    from a Multiple Case Study.” <i>Business &#38; Information Systems Engineering</i>,
    2025. <a href="https://doi.org/10.1007/s12599-025-00943-5">https://doi.org/10.1007/s12599-025-00943-5</a>.
  ieee: 'C. Bartelheimer, B. Löhr, M. F. Reineke, A. Aßbrock, and D. Beverungen, “Workarounds
    as a Cause of Mismatches in Business Processes—Insights from a Multiple Case Study,”
    <i>Business &#38; Information Systems Engineering</i>, 2025, doi: <a href="https://doi.org/10.1007/s12599-025-00943-5">10.1007/s12599-025-00943-5</a>.'
  mla: Bartelheimer, Christian, et al. “Workarounds as a Cause of Mismatches in Business
    Processes—Insights from a Multiple Case Study.” <i>Business &#38; Information
    Systems Engineering</i>, Springer Science and Business Media LLC, 2025, doi:<a
    href="https://doi.org/10.1007/s12599-025-00943-5">10.1007/s12599-025-00943-5</a>.
  short: C. Bartelheimer, B. Löhr, M.F. Reineke, A. Aßbrock, D. Beverungen, Business
    &#38; Information Systems Engineering (2025).
date_created: 2025-05-21T08:22:11Z
date_updated: 2025-08-12T11:35:26Z
department:
- _id: '195'
doi: 10.1007/s12599-025-00943-5
language:
- iso: eng
publication: Business & Information Systems Engineering
publication_identifier:
  issn:
  - 2363-7005
  - 1867-0202
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Workarounds as a Cause of Mismatches in Business Processes—Insights from a
  Multiple Case Study
type: journal_article
user_id: '56760'
year: '2025'
...
---
_id: '46048'
author:
- first_name: Daniel
  full_name: Dyck, Daniel
  id: '83379'
  last_name: Dyck
- first_name: Johannes
  full_name: Lorenz, Johannes
  last_name: Lorenz
- first_name: Caren
  full_name: Sureth-Sloane, Caren
  last_name: Sureth-Sloane
citation:
  ama: Dyck D, Lorenz J, Sureth-Sloane C. <i>Tax Disputes - The Role of Technology
    and Controversy Expertise</i>.; 2025. doi:<a href="https://dx.doi.org/10.2139/ssrn.4214449
    ">https://dx.doi.org/10.2139/ssrn.4214449 </a>
  apa: Dyck, D., Lorenz, J., &#38; Sureth-Sloane, C. (2025). <i>Tax Disputes - The
    Role of Technology and Controversy Expertise</i>. <a href="https://dx.doi.org/10.2139/ssrn.4214449
    ">https://dx.doi.org/10.2139/ssrn.4214449 </a>
  bibtex: '@book{Dyck_Lorenz_Sureth-Sloane_2025, series={TRR 266 Working Paper Series},
    title={Tax Disputes - The Role of Technology and Controversy Expertise}, DOI={<a
    href="https://dx.doi.org/10.2139/ssrn.4214449 ">https://dx.doi.org/10.2139/ssrn.4214449
    </a>}, author={Dyck, Daniel and Lorenz, Johannes and Sureth-Sloane, Caren}, year={2025},
    collection={TRR 266 Working Paper Series} }'
  chicago: Dyck, Daniel, Johannes Lorenz, and Caren Sureth-Sloane. <i>Tax Disputes
    - The Role of Technology and Controversy Expertise</i>. TRR 266 Working Paper
    Series, 2025. <a href="https://dx.doi.org/10.2139/ssrn.4214449 ">https://dx.doi.org/10.2139/ssrn.4214449
    </a>.
  ieee: D. Dyck, J. Lorenz, and C. Sureth-Sloane, <i>Tax Disputes - The Role of Technology
    and Controversy Expertise</i>. 2025.
  mla: Dyck, Daniel, et al. <i>Tax Disputes - The Role of Technology and Controversy
    Expertise</i>. 2025, doi:<a href="https://dx.doi.org/10.2139/ssrn.4214449 ">https://dx.doi.org/10.2139/ssrn.4214449
    </a>.
  short: D. Dyck, J. Lorenz, C. Sureth-Sloane, Tax Disputes - The Role of Technology
    and Controversy Expertise, 2025.
date_created: 2023-07-13T12:07:54Z
date_updated: 2025-08-13T08:11:34Z
department:
- _id: '187'
doi: 'https://dx.doi.org/10.2139/ssrn.4214449 '
language:
- iso: eng
main_file_link:
- url: https://ssrn.com/abstract=4214449
series_title: TRR 266 Working Paper Series
status: public
title: Tax Disputes - The Role of Technology and Controversy Expertise
type: working_paper
user_id: '97894'
year: '2025'
...
---
_id: '60926'
abstract:
- lang: eng
  text: 'Recent regulatory changes and the adoption of the ‘DAC 7’ EU Directive have
    significantly increased the importance of Tax compliance management systems (Tax
    CMS) in German tax audits. Our interview-based study, which draws on the insights
    of experts from various sectors, including industry and commerce on the one hand
    side and tax advisors on the other hand side, reveals nuanced perspectives on
    the impact of Tax CMS on tax audits. Our results reveal that the number of Tax
    CMS in German firms has increased in recent years and that, in particular, the
    majority of large firms have implemented these control systems. From a firm’s
    perspective, there has been no discernible impact on the duration, scope, or focus
    of tax audits, nor the frequency of tax disputes or the number and size of tax
    refunds. However, tax practitioners in advisory firms report a slight positive
    change in the audit environment, with fewer tax disputes, and a more efficiency-driven
    approach to audit procedures, with an increase in process-oriented audits. These
    findings represent preliminary observations on the use and effectiveness of Tax
    CMS in tax audits. They provide early insights into the advantages and disadvantages
    of these systems. These findings are particularly relevant given the expected
    increasing role of Tax CMS in German tax audits, driven by ongoing regulatory
    developments. '
author:
- first_name: Kim Alina
  full_name: Schulz, Kim Alina
  id: '68607'
  last_name: Schulz
- first_name: Caren
  full_name: Sureth-Sloane, Caren
  id: '530'
  last_name: Sureth-Sloane
  orcid: ' 0000-0002-8183-5901'
citation:
  ama: Schulz KA, Sureth-Sloane C. <i>Tax Compliance Management Systems in German
    Tax Audits - An Analysis of Practical Experiences</i>.; 2025. doi:<a href="https://dx.doi.org/10.2139/ssrn.5378524">https://dx.doi.org/10.2139/ssrn.5378524</a>
  apa: Schulz, K. A., &#38; Sureth-Sloane, C. (2025). <i>Tax Compliance Management
    Systems in German Tax Audits - An Analysis of Practical Experiences</i>. <a href="https://dx.doi.org/10.2139/ssrn.5378524">https://dx.doi.org/10.2139/ssrn.5378524</a>
  bibtex: '@book{Schulz_Sureth-Sloane_2025, series={TRR 266 Accounting for Transparency
    Working Paper Series No. 204}, title={Tax Compliance Management Systems in German
    Tax Audits - An Analysis of Practical Experiences}, DOI={<a href="https://dx.doi.org/10.2139/ssrn.5378524">https://dx.doi.org/10.2139/ssrn.5378524</a>},
    author={Schulz, Kim Alina and Sureth-Sloane, Caren}, year={2025}, collection={TRR
    266 Accounting for Transparency Working Paper Series No. 204} }'
  chicago: Schulz, Kim Alina, and Caren Sureth-Sloane. <i>Tax Compliance Management
    Systems in German Tax Audits - An Analysis of Practical Experiences</i>. TRR 266
    Accounting for Transparency Working Paper Series No. 204, 2025. <a href="https://dx.doi.org/10.2139/ssrn.5378524">https://dx.doi.org/10.2139/ssrn.5378524</a>.
  ieee: K. A. Schulz and C. Sureth-Sloane, <i>Tax Compliance Management Systems in
    German Tax Audits - An Analysis of Practical Experiences</i>. 2025.
  mla: Schulz, Kim Alina, and Caren Sureth-Sloane. <i>Tax Compliance Management Systems
    in German Tax Audits - An Analysis of Practical Experiences</i>. 2025, doi:<a
    href="https://dx.doi.org/10.2139/ssrn.5378524">https://dx.doi.org/10.2139/ssrn.5378524</a>.
  short: K.A. Schulz, C. Sureth-Sloane, Tax Compliance Management Systems in German
    Tax Audits - An Analysis of Practical Experiences, 2025.
date_created: 2025-08-13T18:09:14Z
date_updated: 2025-08-13T18:14:24Z
department:
- _id: '187'
doi: https://dx.doi.org/10.2139/ssrn.5378524
jel:
- H21
- H26
- H32
- H83
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://ssrn.com/abstract=5378524
oa: '1'
publication_status: published
series_title: TRR 266 Accounting for Transparency Working Paper Series No. 204
status: public
title: Tax Compliance Management Systems in German Tax Audits - An Analysis of Practical
  Experiences
type: working_paper
user_id: '68607'
year: '2025'
...
---
_id: '60947'
abstract:
- lang: eng
  text: <jats:title>ABSTRACT</jats:title><jats:p>Intrapreneurs—employees participating
    in internal corporate venturing (ICV) programs—are vital in nurturing entrepreneurship
    within organizations. While existing literature has extensively studied ICV at
    the organizational level, research on individual‐level processes remains limited,
    particularly regarding intrapreneurs' identity‐related conflicts over time. However,
    to design programs and interventions that unlock employees' creative potential
    and promote innovation, it is crucial to understand these individual dynamics.
    We conducted an 18‐month longitudinal study of 21 intrapreneurs within an ICV
    program, developing a process model and theory of intrapreneurs' identity work.
    We find that aspiring intrapreneurs construct an “idealized entrepreneur identity”
    that fundamentally conflicts with their employee identity. To maintain a coherent
    sense of self, they either safeguard their emerging entrepreneur identity by denying
    corporate dependence and eventually opposing the organization or they realign
    with their employee role, forsaking their intrapreneurial aspirations. These findings
    challenge the implicit assumption of a distinct intrapreneur identity, demonstrating
    how and why intrapreneurs struggle to construct a coherent and positively valued
    identity as intrapreneurs. We term this phenomenon the <jats:italic>intrapreneur
    identity illusion</jats:italic> and highlight its detrimental effects for both
    individuals and organizations. Our research contributes to understanding the individual‐level
    foundations of corporate entrepreneurship and offers broader implications for
    innovation management.</jats:p>
article_number: jpim.12798
author:
- first_name: Frederic-Alexander
  full_name: Starmann, Frederic-Alexander
  id: '63338'
  last_name: Starmann
- first_name: Slawa
  full_name: Tomin, Slawa
  id: '29570'
  last_name: Tomin
- first_name: Sylvia
  full_name: Hubner-Benz, Sylvia
  id: '100407'
  last_name: Hubner-Benz
- first_name: Rüdiger
  full_name: Kabst, Rüdiger
  id: '42362'
  last_name: Kabst
citation:
  ama: 'Starmann F-A, Tomin S, Hubner-Benz S, Kabst R. The Intrapreneur Identity Illusion:
    Unraveling the Identity Work of Intrapreneurs in Internal Corporate Venturing.
    <i>Journal of Product Innovation Management</i>. Published online 2025. doi:<a
    href="https://doi.org/10.1111/jpim.12798">10.1111/jpim.12798</a>'
  apa: 'Starmann, F.-A., Tomin, S., Hubner-Benz, S., &#38; Kabst, R. (2025). The Intrapreneur
    Identity Illusion: Unraveling the Identity Work of Intrapreneurs in Internal Corporate
    Venturing. <i>Journal of Product Innovation Management</i>, Article jpim. 12798.
    <a href="https://doi.org/10.1111/jpim.12798">https://doi.org/10.1111/jpim.12798</a>'
  bibtex: '@article{Starmann_Tomin_Hubner-Benz_Kabst_2025, title={The Intrapreneur
    Identity Illusion: Unraveling the Identity Work of Intrapreneurs in Internal Corporate
    Venturing}, DOI={<a href="https://doi.org/10.1111/jpim.12798">10.1111/jpim.12798</a>},
    number={jpim. 12798}, journal={Journal of Product Innovation Management}, publisher={Wiley},
    author={Starmann, Frederic-Alexander and Tomin, Slawa and Hubner-Benz, Sylvia
    and Kabst, Rüdiger}, year={2025} }'
  chicago: 'Starmann, Frederic-Alexander, Slawa Tomin, Sylvia Hubner-Benz, and Rüdiger
    Kabst. “The Intrapreneur Identity Illusion: Unraveling the Identity Work of Intrapreneurs
    in Internal Corporate Venturing.” <i>Journal of Product Innovation Management</i>,
    2025. <a href="https://doi.org/10.1111/jpim.12798">https://doi.org/10.1111/jpim.12798</a>.'
  ieee: 'F.-A. Starmann, S. Tomin, S. Hubner-Benz, and R. Kabst, “The Intrapreneur
    Identity Illusion: Unraveling the Identity Work of Intrapreneurs in Internal Corporate
    Venturing,” <i>Journal of Product Innovation Management</i>, Art. no. jpim. 12798,
    2025, doi: <a href="https://doi.org/10.1111/jpim.12798">10.1111/jpim.12798</a>.'
  mla: 'Starmann, Frederic-Alexander, et al. “The Intrapreneur Identity Illusion:
    Unraveling the Identity Work of Intrapreneurs in Internal Corporate Venturing.”
    <i>Journal of Product Innovation Management</i>, jpim. 12798, Wiley, 2025, doi:<a
    href="https://doi.org/10.1111/jpim.12798">10.1111/jpim.12798</a>.'
  short: F.-A. Starmann, S. Tomin, S. Hubner-Benz, R. Kabst, Journal of Product Innovation
    Management (2025).
date_created: 2025-08-19T08:40:05Z
date_updated: 2025-08-19T08:40:18Z
department:
- _id: '371'
doi: 10.1111/jpim.12798
language:
- iso: eng
publication: Journal of Product Innovation Management
publication_identifier:
  issn:
  - 0737-6782
  - 1540-5885
publication_status: published
publisher: Wiley
status: public
title: 'The Intrapreneur Identity Illusion: Unraveling the Identity Work of Intrapreneurs
  in Internal Corporate Venturing'
type: journal_article
user_id: '100439'
year: '2025'
...
---
_id: '60946'
abstract:
- lang: eng
  text: <jats:title>ABSTRACT</jats:title><jats:p>This study addresses the role of
    national culture in shaping hackathon teams' ideation outcomes. Drawing on the
    innovation and creativity literature and Schwartz’ theory of cultural value orientations,
    we propose that hierarchical values decrease the quality of ideas that teams develop
    over the course of a hackathon and that intellectual autonomy and mastery improve
    it. Using archival data, including pitch presentations from an international hackathon
    and data on cultural value orientations, we compiled a sample of 308 teams to
    investigate the influence of cultural value orientations and employed linear mixed‐effects
    regression analysis to test our hypotheses. We found that hierarchical cultural
    values are negatively associated with the quality of ideas, which suggests that
    hackathon teams that operate in such cultures suffer from a “liability of hierarchy.”
    We also found that teams from societies that emphasize mastery of the natural
    and social environment are more likely than other teams are to develop high‐quality
    ideas to tackle the (grand) challenges that hackathons address. We found no relationship
    between intellectual autonomy and idea quality. The study findings support the
    notion that culture manifests in hackathon teams' behavior and so shapes the quality
    of ideas they develop, thus laying the foundation for success or failure.</jats:p>
author:
- first_name: Benjamin P.
  full_name: Krebs, Benjamin P.
  last_name: Krebs
- first_name: Marieke
  full_name: Funck, Marieke
  last_name: Funck
- first_name: Slawa
  full_name: Tomin, Slawa
  id: '29570'
  last_name: Tomin
- first_name: Bernhard
  full_name: Wach, Bernhard
  last_name: Wach
- first_name: Rüdiger
  full_name: Kabst, Rüdiger
  id: '42362'
  last_name: Kabst
citation:
  ama: 'Krebs BP, Funck M, Tomin S, Wach B, Kabst R. Unveiling the Impact of Cultural
    Value Orientations on Ideation Outcomes: Evidence From the International #&#60;scp&#62;EUvsVirus&#60;/scp&#62;
    Hackathon. <i>R&#38;amp;D Management</i>. 2025;55(4):1265-1281. doi:<a href="https://doi.org/10.1111/radm.12752">10.1111/radm.12752</a>'
  apa: 'Krebs, B. P., Funck, M., Tomin, S., Wach, B., &#38; Kabst, R. (2025). Unveiling
    the Impact of Cultural Value Orientations on Ideation Outcomes: Evidence From
    the International #&#60;scp&#62;EUvsVirus&#60;/scp&#62; Hackathon. <i>R&#38;amp;D
    Management</i>, <i>55</i>(4), 1265–1281. <a href="https://doi.org/10.1111/radm.12752">https://doi.org/10.1111/radm.12752</a>'
  bibtex: '@article{Krebs_Funck_Tomin_Wach_Kabst_2025, title={Unveiling the Impact
    of Cultural Value Orientations on Ideation Outcomes: Evidence From the International
    #&#60;scp&#62;EUvsVirus&#60;/scp&#62; Hackathon}, volume={55}, DOI={<a href="https://doi.org/10.1111/radm.12752">10.1111/radm.12752</a>},
    number={4}, journal={R&#38;amp;D Management}, publisher={Wiley}, author={Krebs,
    Benjamin P. and Funck, Marieke and Tomin, Slawa and Wach, Bernhard and Kabst,
    Rüdiger}, year={2025}, pages={1265–1281} }'
  chicago: 'Krebs, Benjamin P., Marieke Funck, Slawa Tomin, Bernhard Wach, and Rüdiger
    Kabst. “Unveiling the Impact of Cultural Value Orientations on Ideation Outcomes:
    Evidence From the International #&#60;scp&#62;EUvsVirus&#60;/Scp&#62; Hackathon.”
    <i>R&#38;amp;D Management</i> 55, no. 4 (2025): 1265–81. <a href="https://doi.org/10.1111/radm.12752">https://doi.org/10.1111/radm.12752</a>.'
  ieee: 'B. P. Krebs, M. Funck, S. Tomin, B. Wach, and R. Kabst, “Unveiling the Impact
    of Cultural Value Orientations on Ideation Outcomes: Evidence From the International
    #&#60;scp&#62;EUvsVirus&#60;/scp&#62; Hackathon,” <i>R&#38;amp;D Management</i>,
    vol. 55, no. 4, pp. 1265–1281, 2025, doi: <a href="https://doi.org/10.1111/radm.12752">10.1111/radm.12752</a>.'
  mla: 'Krebs, Benjamin P., et al. “Unveiling the Impact of Cultural Value Orientations
    on Ideation Outcomes: Evidence From the International #&#60;scp&#62;EUvsVirus&#60;/Scp&#62;
    Hackathon.” <i>R&#38;amp;D Management</i>, vol. 55, no. 4, Wiley, 2025, pp. 1265–81,
    doi:<a href="https://doi.org/10.1111/radm.12752">10.1111/radm.12752</a>.'
  short: B.P. Krebs, M. Funck, S. Tomin, B. Wach, R. Kabst, R&#38;amp;D Management
    55 (2025) 1265–1281.
date_created: 2025-08-19T08:38:59Z
date_updated: 2025-08-19T08:39:34Z
department:
- _id: '371'
doi: 10.1111/radm.12752
intvolume: '        55'
issue: '4'
language:
- iso: eng
page: 1265-1281
publication: R&amp;D Management
publication_identifier:
  issn:
  - 0033-6807
  - 1467-9310
publication_status: published
publisher: Wiley
status: public
title: 'Unveiling the Impact of Cultural Value Orientations on Ideation Outcomes:
  Evidence From the International #<scp>EUvsVirus</scp> Hackathon'
type: journal_article
user_id: '100439'
volume: 55
year: '2025'
...
---
_id: '60944'
abstract:
- lang: eng
  text: <jats:title>ABSTRACT</jats:title><jats:p>Intrapreneurs—employees participating
    in internal corporate venturing (ICV) programs—are vital in nurturing entrepreneurship
    within organizations. While existing literature has extensively studied ICV at
    the organizational level, research on individual‐level processes remains limited,
    particularly regarding intrapreneurs' identity‐related conflicts over time. However,
    to design programs and interventions that unlock employees' creative potential
    and promote innovation, it is crucial to understand these individual dynamics.
    We conducted an 18‐month longitudinal study of 21 intrapreneurs within an ICV
    program, developing a process model and theory of intrapreneurs' identity work.
    We find that aspiring intrapreneurs construct an “idealized entrepreneur identity”
    that fundamentally conflicts with their employee identity. To maintain a coherent
    sense of self, they either safeguard their emerging entrepreneur identity by denying
    corporate dependence and eventually opposing the organization or they realign
    with their employee role, forsaking their intrapreneurial aspirations. These findings
    challenge the implicit assumption of a distinct intrapreneur identity, demonstrating
    how and why intrapreneurs struggle to construct a coherent and positively valued
    identity as intrapreneurs. We term this phenomenon the <jats:italic>intrapreneur
    identity illusion</jats:italic> and highlight its detrimental effects for both
    individuals and organizations. Our research contributes to understanding the individual‐level
    foundations of corporate entrepreneurship and offers broader implications for
    innovation management.</jats:p>
article_number: jpim.12798
author:
- first_name: Frederic‐Alexander
  full_name: Starmann, Frederic‐Alexander
  last_name: Starmann
- first_name: Slawa
  full_name: Tomin, Slawa
  last_name: Tomin
- first_name: Sylvia
  full_name: Hubner‐Benz, Sylvia
  last_name: Hubner‐Benz
- first_name: Rüdiger
  full_name: Kabst, Rüdiger
  last_name: Kabst
citation:
  ama: 'Starmann F, Tomin S, Hubner‐Benz S, Kabst R. The Intrapreneur Identity Illusion:
    Unraveling the Identity Work of Intrapreneurs in Internal Corporate Venturing.
    <i>Journal of Product Innovation Management</i>. Published online 2025. doi:<a
    href="https://doi.org/10.1111/jpim.12798">10.1111/jpim.12798</a>'
  apa: 'Starmann, F., Tomin, S., Hubner‐Benz, S., &#38; Kabst, R. (2025). The Intrapreneur
    Identity Illusion: Unraveling the Identity Work of Intrapreneurs in Internal Corporate
    Venturing. <i>Journal of Product Innovation Management</i>, Article jpim. 12798.
    <a href="https://doi.org/10.1111/jpim.12798">https://doi.org/10.1111/jpim.12798</a>'
  bibtex: '@article{Starmann_Tomin_Hubner‐Benz_Kabst_2025, title={The Intrapreneur
    Identity Illusion: Unraveling the Identity Work of Intrapreneurs in Internal Corporate
    Venturing}, DOI={<a href="https://doi.org/10.1111/jpim.12798">10.1111/jpim.12798</a>},
    number={jpim. 12798}, journal={Journal of Product Innovation Management}, publisher={Wiley},
    author={Starmann, Frederic‐Alexander and Tomin, Slawa and Hubner‐Benz, Sylvia
    and Kabst, Rüdiger}, year={2025} }'
  chicago: 'Starmann, Frederic‐Alexander, Slawa Tomin, Sylvia Hubner‐Benz, and Rüdiger
    Kabst. “The Intrapreneur Identity Illusion: Unraveling the Identity Work of Intrapreneurs
    in Internal Corporate Venturing.” <i>Journal of Product Innovation Management</i>,
    2025. <a href="https://doi.org/10.1111/jpim.12798">https://doi.org/10.1111/jpim.12798</a>.'
  ieee: 'F. Starmann, S. Tomin, S. Hubner‐Benz, and R. Kabst, “The Intrapreneur Identity
    Illusion: Unraveling the Identity Work of Intrapreneurs in Internal Corporate
    Venturing,” <i>Journal of Product Innovation Management</i>, Art. no. jpim. 12798,
    2025, doi: <a href="https://doi.org/10.1111/jpim.12798">10.1111/jpim.12798</a>.'
  mla: 'Starmann, Frederic‐Alexander, et al. “The Intrapreneur Identity Illusion:
    Unraveling the Identity Work of Intrapreneurs in Internal Corporate Venturing.”
    <i>Journal of Product Innovation Management</i>, jpim. 12798, Wiley, 2025, doi:<a
    href="https://doi.org/10.1111/jpim.12798">10.1111/jpim.12798</a>.'
  short: F. Starmann, S. Tomin, S. Hubner‐Benz, R. Kabst, Journal of Product Innovation
    Management (2025).
date_created: 2025-08-19T08:34:48Z
date_updated: 2025-08-19T08:34:53Z
department:
- _id: '371'
doi: 10.1111/jpim.12798
language:
- iso: eng
publication: Journal of Product Innovation Management
publication_identifier:
  issn:
  - 0737-6782
  - 1540-5885
publication_status: published
publisher: Wiley
status: public
title: 'The Intrapreneur Identity Illusion: Unraveling the Identity Work of Intrapreneurs
  in Internal Corporate Venturing'
type: journal_article
user_id: '100439'
year: '2025'
...
---
_id: '60945'
abstract:
- lang: eng
  text: <jats:title>ABSTRACT</jats:title><jats:p>This study addresses the role of
    national culture in shaping hackathon teams' ideation outcomes. Drawing on the
    innovation and creativity literature and Schwartz’ theory of cultural value orientations,
    we propose that hierarchical values decrease the quality of ideas that teams develop
    over the course of a hackathon and that intellectual autonomy and mastery improve
    it. Using archival data, including pitch presentations from an international hackathon
    and data on cultural value orientations, we compiled a sample of 308 teams to
    investigate the influence of cultural value orientations and employed linear mixed‐effects
    regression analysis to test our hypotheses. We found that hierarchical cultural
    values are negatively associated with the quality of ideas, which suggests that
    hackathon teams that operate in such cultures suffer from a “liability of hierarchy.”
    We also found that teams from societies that emphasize mastery of the natural
    and social environment are more likely than other teams are to develop high‐quality
    ideas to tackle the (grand) challenges that hackathons address. We found no relationship
    between intellectual autonomy and idea quality. The study findings support the
    notion that culture manifests in hackathon teams' behavior and so shapes the quality
    of ideas they develop, thus laying the foundation for success or failure.</jats:p>
author:
- first_name: Benjamin P.
  full_name: Krebs, Benjamin P.
  last_name: Krebs
- first_name: Marieke
  full_name: Funck, Marieke
  last_name: Funck
- first_name: Slawa
  full_name: Tomin, Slawa
  last_name: Tomin
- first_name: Bernhard
  full_name: Wach, Bernhard
  last_name: Wach
- first_name: Rüdiger
  full_name: Kabst, Rüdiger
  last_name: Kabst
citation:
  ama: 'Krebs BP, Funck M, Tomin S, Wach B, Kabst R. Unveiling the Impact of Cultural
    Value Orientations on Ideation Outcomes: Evidence From the International #&#60;scp&#62;EUvsVirus&#60;/scp&#62;
    Hackathon. <i>R&#38;amp;D Management</i>. 2025;55(4):1265-1281. doi:<a href="https://doi.org/10.1111/radm.12752">10.1111/radm.12752</a>'
  apa: 'Krebs, B. P., Funck, M., Tomin, S., Wach, B., &#38; Kabst, R. (2025). Unveiling
    the Impact of Cultural Value Orientations on Ideation Outcomes: Evidence From
    the International #&#60;scp&#62;EUvsVirus&#60;/scp&#62; Hackathon. <i>R&#38;amp;D
    Management</i>, <i>55</i>(4), 1265–1281. <a href="https://doi.org/10.1111/radm.12752">https://doi.org/10.1111/radm.12752</a>'
  bibtex: '@article{Krebs_Funck_Tomin_Wach_Kabst_2025, title={Unveiling the Impact
    of Cultural Value Orientations on Ideation Outcomes: Evidence From the International
    #&#60;scp&#62;EUvsVirus&#60;/scp&#62; Hackathon}, volume={55}, DOI={<a href="https://doi.org/10.1111/radm.12752">10.1111/radm.12752</a>},
    number={4}, journal={R&#38;amp;D Management}, publisher={Wiley}, author={Krebs,
    Benjamin P. and Funck, Marieke and Tomin, Slawa and Wach, Bernhard and Kabst,
    Rüdiger}, year={2025}, pages={1265–1281} }'
  chicago: 'Krebs, Benjamin P., Marieke Funck, Slawa Tomin, Bernhard Wach, and Rüdiger
    Kabst. “Unveiling the Impact of Cultural Value Orientations on Ideation Outcomes:
    Evidence From the International #&#60;scp&#62;EUvsVirus&#60;/Scp&#62; Hackathon.”
    <i>R&#38;amp;D Management</i> 55, no. 4 (2025): 1265–81. <a href="https://doi.org/10.1111/radm.12752">https://doi.org/10.1111/radm.12752</a>.'
  ieee: 'B. P. Krebs, M. Funck, S. Tomin, B. Wach, and R. Kabst, “Unveiling the Impact
    of Cultural Value Orientations on Ideation Outcomes: Evidence From the International
    #&#60;scp&#62;EUvsVirus&#60;/scp&#62; Hackathon,” <i>R&#38;amp;D Management</i>,
    vol. 55, no. 4, pp. 1265–1281, 2025, doi: <a href="https://doi.org/10.1111/radm.12752">10.1111/radm.12752</a>.'
  mla: 'Krebs, Benjamin P., et al. “Unveiling the Impact of Cultural Value Orientations
    on Ideation Outcomes: Evidence From the International #&#60;scp&#62;EUvsVirus&#60;/Scp&#62;
    Hackathon.” <i>R&#38;amp;D Management</i>, vol. 55, no. 4, Wiley, 2025, pp. 1265–81,
    doi:<a href="https://doi.org/10.1111/radm.12752">10.1111/radm.12752</a>.'
  short: B.P. Krebs, M. Funck, S. Tomin, B. Wach, R. Kabst, R&#38;amp;D Management
    55 (2025) 1265–1281.
date_created: 2025-08-19T08:35:50Z
date_updated: 2025-08-19T08:36:15Z
department:
- _id: '371'
doi: 10.1111/radm.12752
intvolume: '        55'
issue: '4'
language:
- iso: eng
page: 1265-1281
publication: R&amp;D Management
publication_identifier:
  issn:
  - 0033-6807
  - 1467-9310
publication_status: published
publisher: Wiley
status: public
title: 'Unveiling the Impact of Cultural Value Orientations on Ideation Outcomes:
  Evidence From the International #<scp>EUvsVirus</scp> Hackathon'
type: journal_article
user_id: '100439'
volume: 55
year: '2025'
...
---
_id: '60958'
abstract:
- lang: eng
  text: Large Language Models (LLMs) excel in understanding, generating, and processing
    human language, with growing adoption in process mining. Process mining relies
    on event logs that capture explicit process knowledge; however, knowledge-intensive
    processes (KIPs) in domains such as healthcare and product development depend
    on tacit knowledge, which is often absent from event logs. To bridge this gap,
    this study proposes a LLM-based framework for mobilizing tacit process knowledge
    and enriching event logs. A proof-of-concept is demonstrated using a KIP-specific
    LLM-driven conversational agent built on GPT-4o. The results indicate that LLMs
    can capture tacit process knowledge through targeted queries and systematically
    integrate it into event logs. This study presents a novel approach combining LLMs,
    knowledge management, and process mining, advancing the understanding and management
    of KIPs by enhancing knowledge accessibility and documentation.
author:
- first_name: Katharina
  full_name: Brennig, Katharina
  last_name: Brennig
citation:
  ama: 'Brennig K. Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit
    Knowledge in Event Logs of Knowledge-Intensive Processes. In: <i>AMCIS 2025 Proceedings.
    11.</i> ; 2025.'
  apa: 'Brennig, K. (2025). Revealing the Unspoken: Using LLMs to Mobilize and Enrich
    Tacit Knowledge in Event Logs of Knowledge-Intensive Processes. <i>AMCIS 2025
    Proceedings. 11.</i> Americas Conference on Information Systems, Montréal.'
  bibtex: '@inproceedings{Brennig_2025, title={Revealing the Unspoken: Using LLMs
    to Mobilize and Enrich Tacit Knowledge in Event Logs of Knowledge-Intensive Processes},
    booktitle={AMCIS 2025 Proceedings. 11.}, author={Brennig, Katharina}, year={2025}
    }'
  chicago: 'Brennig, Katharina. “Revealing the Unspoken: Using LLMs to Mobilize and
    Enrich Tacit Knowledge in Event Logs of Knowledge-Intensive Processes.” In <i>AMCIS
    2025 Proceedings. 11.</i>, 2025.'
  ieee: 'K. Brennig, “Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit
    Knowledge in Event Logs of Knowledge-Intensive Processes,” presented at the Americas
    Conference on Information Systems, Montréal, 2025.'
  mla: 'Brennig, Katharina. “Revealing the Unspoken: Using LLMs to Mobilize and Enrich
    Tacit Knowledge in Event Logs of Knowledge-Intensive Processes.” <i>AMCIS 2025
    Proceedings. 11.</i>, 2025.'
  short: 'K. Brennig, in: AMCIS 2025 Proceedings. 11., 2025.'
conference:
  end_date: 2025-08-16
  location: Montréal
  name: Americas Conference on Information Systems
  start_date: 2025-08-14
date_created: 2025-08-20T07:03:37Z
date_updated: 2025-08-20T07:06:16Z
department:
- _id: '196'
keyword:
- Process Mining
- Large Language Model
- Knowledge Management
- Knowledge-Intensive Process
- Tacit Knowledge
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/amcis2025/sig_svc/sig_svc/11/
publication: AMCIS 2025 Proceedings. 11.
related_material:
  link:
  - relation: confirmation
    url: https://aisel.aisnet.org/amcis2025/sig_svc/sig_svc/11/
status: public
title: 'Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit Knowledge
  in Event Logs of Knowledge-Intensive Processes'
type: conference
user_id: '51905'
year: '2025'
...
---
_id: '61106'
author:
- first_name: Verena
  full_name: Liszt-Rohlf, Verena
  last_name: Liszt-Rohlf
- first_name: Ronja
  full_name: Büker, Ronja
  id: '76342'
  last_name: Büker
  orcid: https://orcid.org/0009-0004-7074-0992
- first_name: Susanne
  full_name: Kamsker, Susanne
  last_name: Kamsker
citation:
  ama: 'Liszt-Rohlf V, Büker R, Kamsker S. Entrepreneurship Education at All Levels
    of Education: A Systematic Literature Review. In: <i>21th Biennial EARLI Conference</i>.
    ; 2025.'
  apa: 'Liszt-Rohlf, V., Büker, R., &#38; Kamsker, S. (2025). Entrepreneurship Education
    at All Levels of Education: A Systematic Literature Review. <i>21th Biennial EARLI
    Conference</i>. EARLI biennial conference, Graz.'
  bibtex: '@inproceedings{Liszt-Rohlf_Büker_Kamsker_2025, title={Entrepreneurship
    Education at All Levels of Education: A Systematic Literature Review}, booktitle={21th
    Biennial EARLI Conference}, author={Liszt-Rohlf, Verena and Büker, Ronja and Kamsker,
    Susanne}, year={2025} }'
  chicago: 'Liszt-Rohlf, Verena, Ronja Büker, and Susanne Kamsker. “Entrepreneurship
    Education at All Levels of Education: A Systematic Literature Review.” In <i>21th
    Biennial EARLI Conference</i>, 2025.'
  ieee: 'V. Liszt-Rohlf, R. Büker, and S. Kamsker, “Entrepreneurship Education at
    All Levels of Education: A Systematic Literature Review,” presented at the EARLI
    biennial conference, Graz, 2025.'
  mla: 'Liszt-Rohlf, Verena, et al. “Entrepreneurship Education at All Levels of Education:
    A Systematic Literature Review.” <i>21th Biennial EARLI Conference</i>, 2025.'
  short: 'V. Liszt-Rohlf, R. Büker, S. Kamsker, in: 21th Biennial EARLI Conference,
    2025.'
conference:
  end_date: 2025-08-29
  location: Graz
  name: EARLI biennial conference
  start_date: 2025-08-25
date_created: 2025-09-01T08:33:51Z
date_updated: 2025-09-01T08:35:47Z
department:
- _id: '208'
language:
- iso: eng
publication: 21th Biennial EARLI Conference
status: public
title: 'Entrepreneurship Education at All Levels of Education: A Systematic Literature
  Review'
type: conference
user_id: '76342'
year: '2025'
...
---
_id: '61137'
abstract:
- lang: eng
  text: Prior research shows that social norms can reduce algorithm aversion, but
    little is known about how such norms become established. Most accounts emphasize
    technological and individual determinants, yet AI adoption unfolds within organizational
    social contexts shaped by peers and supervisors. We ask whether the source of
    the norm-peers or supervisors-shapes AI usage behavior. This question is practically
    relevant for organizations seeking to promote effective AI adoption. We conducted
    an online vignette experiment, complemented by qualitative data on participants'
    feelings and justifications after (counter-)normative behavior. In line with the
    theory, counter-normative choices elicited higher regret than norm-adherent choices.
    On average, choosing AI increased regret compared to choosing an human. This aversion
    was weaker when AI use was presented as the prevailing norm, indicating a statistically
    significant interaction between AI use and an AI-favoring norm. Participants also
    attributed less blame to technology than to humans, which increased regret when
    AI was chosen over human expertise. Both peer and supervisor influence emerged
    as relevant factors, though contrary to expectations they did not significantly
    affect regret. Our findings suggest that regret aversion, embedded in social norms,
    is a central mechanism driving imitation in AI-related decision-making.
author:
- first_name: Jaroslaw
  full_name: Kornowicz, Jaroslaw
  id: '44029'
  last_name: Kornowicz
  orcid: 0000-0002-5654-9911
- first_name: Maurice
  full_name: Pape, Maurice
  last_name: Pape
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
citation:
  ama: Kornowicz J, Pape M, Thommes K. Would I regret being different? The influence
    of social norms on attitudes toward AI usage. <i>Arxiv</i>. Published online 2025.
    doi:<a href="https://doi.org/10.48550/ARXIV.2509.04241">10.48550/ARXIV.2509.04241</a>
  apa: Kornowicz, J., Pape, M., &#38; Thommes, K. (2025). Would I regret being different?
    The influence of social norms on attitudes toward AI usage. <i>Arxiv</i>. <a href="https://doi.org/10.48550/ARXIV.2509.04241">https://doi.org/10.48550/ARXIV.2509.04241</a>
  bibtex: '@article{Kornowicz_Pape_Thommes_2025, title={Would I regret being different?
    The influence of social norms on attitudes toward AI usage}, DOI={<a href="https://doi.org/10.48550/ARXIV.2509.04241">10.48550/ARXIV.2509.04241</a>},
    journal={Arxiv}, author={Kornowicz, Jaroslaw and Pape, Maurice and Thommes, Kirsten},
    year={2025} }'
  chicago: Kornowicz, Jaroslaw, Maurice Pape, and Kirsten Thommes. “Would I Regret
    Being Different? The Influence of Social Norms on Attitudes toward AI Usage.”
    <i>Arxiv</i>, 2025. <a href="https://doi.org/10.48550/ARXIV.2509.04241">https://doi.org/10.48550/ARXIV.2509.04241</a>.
  ieee: 'J. Kornowicz, M. Pape, and K. Thommes, “Would I regret being different? The
    influence of social norms on attitudes toward AI usage,” <i>Arxiv</i>, 2025, doi:
    <a href="https://doi.org/10.48550/ARXIV.2509.04241">10.48550/ARXIV.2509.04241</a>.'
  mla: Kornowicz, Jaroslaw, et al. “Would I Regret Being Different? The Influence
    of Social Norms on Attitudes toward AI Usage.” <i>Arxiv</i>, 2025, doi:<a href="https://doi.org/10.48550/ARXIV.2509.04241">10.48550/ARXIV.2509.04241</a>.
  short: J. Kornowicz, M. Pape, K. Thommes, Arxiv (2025).
date_created: 2025-09-05T06:42:48Z
date_updated: 2025-09-05T06:45:01Z
department:
- _id: '178'
- _id: '184'
doi: 10.48550/ARXIV.2509.04241
language:
- iso: eng
project:
- _id: '125'
  name: TRR 318 - Subproject C2
publication: Arxiv
status: public
title: Would I regret being different? The influence of social norms on attitudes
  toward AI usage
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '60949'
author:
- first_name: Henning
  full_name: Giese, Henning
  id: '92812'
  last_name: Giese
- first_name: Svea
  full_name: Holtmann, Svea
  last_name: Holtmann
- first_name: Reinald
  full_name: Koch, Reinald
  last_name: Koch
- first_name: Dominika
  full_name: Langenmayr, Dominika
  last_name: Langenmayr
citation:
  ama: 'Giese H, Holtmann S, Koch R, Langenmayr D. Steuerliches Investitionssofortprogramm:
    Ausreichender Schritt zur Stärkung des Wirtschaftsstandorts Deutschland? <i>ifo
    Schnelldienst</i>. 2025;78(8):34-40.'
  apa: 'Giese, H., Holtmann, S., Koch, R., &#38; Langenmayr, D. (2025). Steuerliches
    Investitionssofortprogramm: Ausreichender Schritt zur Stärkung des Wirtschaftsstandorts
    Deutschland? <i>ifo Schnelldienst</i>, <i>78</i>(8), 34–40.'
  bibtex: '@article{Giese_Holtmann_Koch_Langenmayr_2025, title={Steuerliches Investitionssofortprogramm:
    Ausreichender Schritt zur Stärkung des Wirtschaftsstandorts Deutschland?}, volume={78},
    number={8}, journal={ifo Schnelldienst}, author={Giese, Henning and Holtmann,
    Svea and Koch, Reinald and Langenmayr, Dominika}, year={2025}, pages={34–40} }'
  chicago: 'Giese, Henning, Svea Holtmann, Reinald Koch, and Dominika Langenmayr.
    “Steuerliches Investitionssofortprogramm: Ausreichender Schritt zur Stärkung des
    Wirtschaftsstandorts Deutschland?” <i>ifo Schnelldienst</i> 78, no. 8 (2025):
    34–40.'
  ieee: 'H. Giese, S. Holtmann, R. Koch, and D. Langenmayr, “Steuerliches Investitionssofortprogramm:
    Ausreichender Schritt zur Stärkung des Wirtschaftsstandorts Deutschland?,” <i>ifo
    Schnelldienst</i>, vol. 78, no. 8, pp. 34–40, 2025.'
  mla: 'Giese, Henning, et al. “Steuerliches Investitionssofortprogramm: Ausreichender
    Schritt zur Stärkung des Wirtschaftsstandorts Deutschland?” <i>ifo Schnelldienst</i>,
    vol. 78, no. 8, 2025, pp. 34–40.'
  short: H. Giese, S. Holtmann, R. Koch, D. Langenmayr, ifo Schnelldienst 78 (2025)
    34–40.
date_created: 2025-08-19T10:16:55Z
date_updated: 2025-09-11T08:11:07Z
department:
- _id: '187'
intvolume: '        78'
issue: '8'
language:
- iso: ger
page: 34-40
publication: ifo Schnelldienst
quality_controlled: '1'
status: public
title: 'Steuerliches Investitionssofortprogramm: Ausreichender Schritt zur Stärkung
  des Wirtschaftsstandorts Deutschland?'
type: journal_article
user_id: '97894'
volume: 78
year: '2025'
...
---
_id: '61309'
abstract:
- lang: eng
  text: "Service ecosystems reshape service innovation by enabling value co-creation
    among diverse actors. However, small and medium-sized enterprises and public organizations
    face significant challenges navigating and leveraging these ecosystems due to
    resource constraints, knowledge gaps, and partnership difficulties. While digital
    innovation hubs have been introduced as potential intermediaries to foster innovation,
    existing models primarily focus on individual solutions and networking rather
    than orchestrating service innovation. This study investigates the design of a
    digital service innovation hub as an orchestrating entity that facilitates service
    innovation within ecosystems. Under the design science research paradigm, we analyze
    the challenges faced by small and medium-sized enterprises and public organizations
    and derive design requirements for these hubs. Based on 17 expert interviews and
    focus group validations, we define the problem\r\nspace and provide a requirements
    catalog for designing digital service innovation hubs as a step towards providing
    holistic support for service innovation initiatives."
author:
- first_name: Jannika Marie
  full_name: Schäfer, Jannika Marie
  id: '74374'
  last_name: Schäfer
- first_name: Jonas
  full_name: Liebschner, Jonas
  last_name: Liebschner
- first_name: Polina
  full_name: Rajko, Polina
  last_name: Rajko
- first_name: Henrik
  full_name: Cohnen, Henrik
  last_name: Cohnen
- first_name: Nina
  full_name: Lugmair, Nina
  last_name: Lugmair
- first_name: Daniel
  full_name: Heinz, Daniel
  last_name: Heinz
citation:
  ama: 'Schäfer JM, Liebschner J, Rajko P, Cohnen H, Lugmair N, Heinz D. Designing
    Digital Service Innovation Hubs: An Ecosystem Perspective on the Challenges and
    Requirements of SMEs and the Public Sector. In: <i>Proceedings of the 20th International
    Conference on Wirtschaftsinformatik (WI 2025)</i>. Association for Information
    Systems (AIS); 2025.'
  apa: 'Schäfer, J. M., Liebschner, J., Rajko, P., Cohnen, H., Lugmair, N., &#38;
    Heinz, D. (2025). Designing Digital Service Innovation Hubs: An Ecosystem Perspective
    on the Challenges and Requirements of SMEs and the Public Sector. <i>Proceedings
    of the 20th International Conference on Wirtschaftsinformatik (WI 2025)</i>. 20th
    International Conference on Wirtschaftsinformatik (WI 2025), Münster, Germany.'
  bibtex: '@inproceedings{Schäfer_Liebschner_Rajko_Cohnen_Lugmair_Heinz_2025, place={Münster,
    Germany}, title={Designing Digital Service Innovation Hubs: An Ecosystem Perspective
    on the Challenges and Requirements of SMEs and the Public Sector}, booktitle={Proceedings
    of the 20th International Conference on Wirtschaftsinformatik (WI 2025)}, publisher={Association
    for Information Systems (AIS)}, author={Schäfer, Jannika Marie and Liebschner,
    Jonas and Rajko, Polina and Cohnen, Henrik and Lugmair, Nina and Heinz, Daniel},
    year={2025} }'
  chicago: 'Schäfer, Jannika Marie, Jonas Liebschner, Polina Rajko, Henrik Cohnen,
    Nina Lugmair, and Daniel Heinz. “Designing Digital Service Innovation Hubs: An
    Ecosystem Perspective on the Challenges and Requirements of SMEs and the Public
    Sector.” In <i>Proceedings of the 20th International Conference on Wirtschaftsinformatik
    (WI 2025)</i>. Münster, Germany: Association for Information Systems (AIS), 2025.'
  ieee: 'J. M. Schäfer, J. Liebschner, P. Rajko, H. Cohnen, N. Lugmair, and D. Heinz,
    “Designing Digital Service Innovation Hubs: An Ecosystem Perspective on the Challenges
    and Requirements of SMEs and the Public Sector,” presented at the 20th International
    Conference on Wirtschaftsinformatik (WI 2025), Münster, Germany, 2025.'
  mla: 'Schäfer, Jannika Marie, et al. “Designing Digital Service Innovation Hubs:
    An Ecosystem Perspective on the Challenges and Requirements of SMEs and the Public
    Sector.” <i>Proceedings of the 20th International Conference on Wirtschaftsinformatik
    (WI 2025)</i>, Association for Information Systems (AIS), 2025.'
  short: 'J.M. Schäfer, J. Liebschner, P. Rajko, H. Cohnen, N. Lugmair, D. Heinz,
    in: Proceedings of the 20th International Conference on Wirtschaftsinformatik
    (WI 2025), Association for Information Systems (AIS), Münster, Germany, 2025.'
conference:
  end_date: 17.09.2025
  location: Münster, Germany
  name: 20th International Conference on Wirtschaftsinformatik (WI 2025)
  start_date: 14.09.2025
date_created: 2025-09-16T13:44:53Z
date_updated: 2025-09-16T13:46:05Z
department:
- _id: '195'
jel:
- M15
keyword:
- service innovation
- ecosystem
- innovation hubs
- SMEs
- public sector
language:
- iso: eng
place: Münster, Germany
project:
- _id: '1250'
  name: 'SHAPE : Gestaltung von Dienstleistungsentwicklungsprozessen und lnnovationspartnerschaften
    mit Unternehmen'
publication: Proceedings of the 20th International Conference on Wirtschaftsinformatik
  (WI 2025)
publication_status: published
publisher: Association for Information Systems (AIS)
status: public
title: 'Designing Digital Service Innovation Hubs: An Ecosystem Perspective on the
  Challenges and Requirements of SMEs and the Public Sector'
type: conference
user_id: '74374'
year: '2025'
...
---
_id: '61368'
author:
- first_name: Miriam
  full_name: Stumpe, Miriam
  id: '64135'
  last_name: Stumpe
- first_name: Philipp
  full_name: Speckenmeyer, Philipp
  id: '81294'
  last_name: Speckenmeyer
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
- first_name: Lisa
  full_name: Kleinjohann, Lisa
  id: '15588'
  last_name: Kleinjohann
- first_name: Christoph
  full_name: Weskamp, Christoph
  id: '7826'
  last_name: Weskamp
citation:
  ama: 'Stumpe M, Speckenmeyer P, Schryen G, Kleinjohann L, Weskamp C. Planning a
    Swarm-Based Mobility System with Autonomous Vehicles for Sustainable and Flexible
    Transportation in Rural Areas. In: <i>Proceedings of the Thirty-First Americas
    Conference on Information Systems (AMCIS 2025)</i>. ; 2025.'
  apa: Stumpe, M., Speckenmeyer, P., Schryen, G., Kleinjohann, L., &#38; Weskamp,
    C. (2025). Planning a Swarm-Based Mobility System with Autonomous Vehicles for
    Sustainable and Flexible Transportation in Rural Areas. <i>Proceedings of the
    Thirty-First Americas Conference on Information Systems (AMCIS 2025)</i>.
  bibtex: '@inproceedings{Stumpe_Speckenmeyer_Schryen_Kleinjohann_Weskamp_2025, place={Montréal,
    Canada}, title={Planning a Swarm-Based Mobility System with Autonomous Vehicles
    for Sustainable and Flexible Transportation in Rural Areas}, booktitle={Proceedings
    of the Thirty-first Americas Conference on Information Systems (AMCIS 2025)},
    author={Stumpe, Miriam and Speckenmeyer, Philipp and Schryen, Guido and Kleinjohann,
    Lisa and Weskamp, Christoph}, year={2025} }'
  chicago: Stumpe, Miriam, Philipp Speckenmeyer, Guido Schryen, Lisa Kleinjohann,
    and Christoph Weskamp. “Planning a Swarm-Based Mobility System with Autonomous
    Vehicles for Sustainable and Flexible Transportation in Rural Areas.” In <i>Proceedings
    of the Thirty-First Americas Conference on Information Systems (AMCIS 2025)</i>.
    Montréal, Canada, 2025.
  ieee: M. Stumpe, P. Speckenmeyer, G. Schryen, L. Kleinjohann, and C. Weskamp, “Planning
    a Swarm-Based Mobility System with Autonomous Vehicles for Sustainable and Flexible
    Transportation in Rural Areas,” 2025.
  mla: Stumpe, Miriam, et al. “Planning a Swarm-Based Mobility System with Autonomous
    Vehicles for Sustainable and Flexible Transportation in Rural Areas.” <i>Proceedings
    of the Thirty-First Americas Conference on Information Systems (AMCIS 2025)</i>,
    2025.
  short: 'M. Stumpe, P. Speckenmeyer, G. Schryen, L. Kleinjohann, C. Weskamp, in:
    Proceedings of the Thirty-First Americas Conference on Information Systems (AMCIS
    2025), Montréal, Canada, 2025.'
date_created: 2025-09-18T13:12:26Z
date_updated: 2025-09-18T13:15:13Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: open_access
  content_type: application/pdf
  creator: mateskam
  date_created: 2025-09-18T13:13:48Z
  date_updated: 2025-09-18T13:13:48Z
  file_id: '61369'
  file_name: AMCIS-2025-ERF-NeMobil.pdf
  file_size: 473555
  relation: main_file
file_date_updated: 2025-09-18T13:13:48Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
place: Montréal, Canada
publication: Proceedings of the Thirty-first Americas Conference on Information Systems
  (AMCIS 2025)
status: public
title: Planning a Swarm-Based Mobility System with Autonomous Vehicles for Sustainable
  and Flexible Transportation in Rural Areas
type: conference
user_id: '51811'
year: '2025'
...
---
_id: '61370'
author:
- first_name: J.
  full_name: Göbel, J.
  last_name: Göbel
- first_name: H.
  full_name: Betke, H.
  last_name: Betke
- first_name: J.
  full_name: Boldt, J.
  last_name: Boldt
- first_name: M. L.
  full_name: Tran, M. L.
  last_name: Tran
- first_name: Guido
  full_name: Schryen, Guido
  id: '72850'
  last_name: Schryen
citation:
  ama: 'Göbel J, Betke H, Boldt J, Tran ML, Schryen G. The Impact of Chatbot Familiarity
    and Frequency of Use on Human-Likeness. In: <i>Proceedings of the Thirty-First
    Americas Conference on Information Systems (AMCIS 2025)</i>. ; 2025.'
  apa: Göbel, J., Betke, H., Boldt, J., Tran, M. L., &#38; Schryen, G. (2025). The
    Impact of Chatbot Familiarity and Frequency of Use on Human-Likeness. <i>Proceedings
    of the Thirty-First Americas Conference on Information Systems (AMCIS 2025)</i>.
  bibtex: '@inproceedings{Göbel_Betke_Boldt_Tran_Schryen_2025, place={Montréal, Canada},
    title={The Impact of Chatbot Familiarity and Frequency of Use on Human-Likeness},
    booktitle={Proceedings of the Thirty-first Americas Conference on Information
    Systems (AMCIS 2025)}, author={Göbel, J. and Betke, H. and Boldt, J. and Tran,
    M. L. and Schryen, Guido}, year={2025} }'
  chicago: Göbel, J., H. Betke, J. Boldt, M. L. Tran, and Guido Schryen. “The Impact
    of Chatbot Familiarity and Frequency of Use on Human-Likeness.” In <i>Proceedings
    of the Thirty-First Americas Conference on Information Systems (AMCIS 2025)</i>.
    Montréal, Canada, 2025.
  ieee: J. Göbel, H. Betke, J. Boldt, M. L. Tran, and G. Schryen, “The Impact of Chatbot
    Familiarity and Frequency of Use on Human-Likeness,” 2025.
  mla: Göbel, J., et al. “The Impact of Chatbot Familiarity and Frequency of Use on
    Human-Likeness.” <i>Proceedings of the Thirty-First Americas Conference on Information
    Systems (AMCIS 2025)</i>, 2025.
  short: 'J. Göbel, H. Betke, J. Boldt, M.L. Tran, G. Schryen, in: Proceedings of
    the Thirty-First Americas Conference on Information Systems (AMCIS 2025), Montréal,
    Canada, 2025.'
date_created: 2025-09-18T13:15:33Z
date_updated: 2025-09-18T13:18:31Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: closed
  content_type: application/pdf
  creator: mateskam
  date_created: 2025-09-18T13:17:01Z
  date_updated: 2025-09-18T13:17:01Z
  file_id: '61371'
  file_name: Goebel_et_al-AMCIS-2025_ERF.pdf
  file_size: 247176
  relation: main_file
  success: 1
file_date_updated: 2025-09-18T13:17:01Z
has_accepted_license: '1'
language:
- iso: eng
place: Montréal, Canada
publication: Proceedings of the Thirty-first Americas Conference on Information Systems
  (AMCIS 2025)
status: public
title: The Impact of Chatbot Familiarity and Frequency of Use on Human-Likeness
type: conference
user_id: '51811'
year: '2025'
...
---
_id: '61377'
author:
- first_name: Martin
  full_name: Schneider, Martin
  id: '471'
  last_name: Schneider
  orcid: https://orcid.org/0000-0002-6961-3716
- first_name: Paul
  full_name: Hemsen, Paul
  last_name: Hemsen
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
citation:
  ama: Schneider M, Hemsen P, Kundisch D. Who are the Actively Participating Crowdworkers?
    A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
    Studies, . <i>management revue - Socio-Economic Studies, Special Issue “Digital
    Transformation of Work.”</i>
  apa: Schneider, M., Hemsen, P., &#38; Kundisch, D. (n.d.). Who are the Actively
    Participating Crowdworkers? A Qualitative Comparative Analysis of a German Text
    Creation PlatformSocio-Economic Studies, . <i>Management Revue - Socio-Economic
    Studies, Special Issue “Digital Transformation of Work”.</i>
  bibtex: '@article{Schneider_Hemsen_Kundisch, title={Who are the Actively Participating
    Crowdworkers? A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
    Studies, }, journal={management revue - Socio-Economic Studies, Special Issue
    “Digital Transformation of Work”.}, publisher={Nomos Verlag}, author={Schneider,
    Martin and Hemsen, Paul and Kundisch, Dennis} }'
  chicago: Schneider, Martin, Paul Hemsen, and Dennis Kundisch. “Who Are the Actively
    Participating Crowdworkers? A Qualitative Comparative Analysis of a German Text
    Creation PlatformSocio-Economic Studies, .” <i>Management Revue - Socio-Economic
    Studies, Special Issue “Digital Transformation of Work”.</i>, n.d.
  ieee: M. Schneider, P. Hemsen, and D. Kundisch, “Who are the Actively Participating
    Crowdworkers? A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
    Studies, ,” <i>management revue - Socio-Economic Studies, Special Issue “Digital
    Transformation of Work”.</i>
  mla: Schneider, Martin, et al. “Who Are the Actively Participating Crowdworkers?
    A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
    Studies, .” <i>Management Revue - Socio-Economic Studies, Special Issue “Digital
    Transformation of Work”.</i>, Nomos Verlag.
  short: M. Schneider, P. Hemsen, D. Kundisch, Management Revue - Socio-Economic Studies,
    Special Issue “Digital Transformation of Work”. (n.d.).
date_created: 2025-09-19T07:47:14Z
date_updated: 2025-09-19T07:48:49Z
department:
- _id: '276'
- _id: '185'
language:
- iso: eng
publication: management revue - Socio-Economic Studies, Special Issue “Digital Transformation
  of Work”.
publication_status: accepted
publisher: Nomos Verlag
status: public
title: 'Who are the Actively Participating Crowdworkers? A Qualitative Comparative
  Analysis of a German Text Creation PlatformSocio-Economic Studies, '
type: journal_article
user_id: '16205'
year: '2025'
...
---
_id: '61381'
author:
- first_name: Nicole
  full_name: Grieger, Nicole
  id: '74818'
  last_name: Grieger
- first_name: Hasan
  full_name: Okumus, Hasan
  last_name: Okumus
- first_name: Sven
  full_name: Burdorf, Sven
  last_name: Burdorf
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
citation:
  ama: 'Grieger N, Okumus H, Burdorf S, Kundisch D. Traffic Scenario Detection – A
    Comparison of CNN-RNN and Transformer-based Architectures in the Context of Autonomous
    Driving. In: <i>Proceedings of the MCIS 2025</i>.'
  apa: Grieger, N., Okumus, H., Burdorf, S., &#38; Kundisch, D. (n.d.). Traffic Scenario
    Detection – A Comparison of CNN-RNN and Transformer-based Architectures in the
    Context of Autonomous Driving. <i>Proceedings of the MCIS 2025</i>.
  bibtex: '@inproceedings{Grieger_Okumus_Burdorf_Kundisch, title={Traffic Scenario
    Detection – A Comparison of CNN-RNN and Transformer-based Architectures in the
    Context of Autonomous Driving}, booktitle={Proceedings of the MCIS 2025}, author={Grieger,
    Nicole and Okumus, Hasan and Burdorf, Sven and Kundisch, Dennis} }'
  chicago: Grieger, Nicole, Hasan Okumus, Sven Burdorf, and Dennis Kundisch. “Traffic
    Scenario Detection – A Comparison of CNN-RNN and Transformer-Based Architectures
    in the Context of Autonomous Driving.” In <i>Proceedings of the MCIS 2025</i>,
    n.d.
  ieee: N. Grieger, H. Okumus, S. Burdorf, and D. Kundisch, “Traffic Scenario Detection
    – A Comparison of CNN-RNN and Transformer-based Architectures in the Context of
    Autonomous Driving.”
  mla: Grieger, Nicole, et al. “Traffic Scenario Detection – A Comparison of CNN-RNN
    and Transformer-Based Architectures in the Context of Autonomous Driving.” <i>Proceedings
    of the MCIS 2025</i>.
  short: 'N. Grieger, H. Okumus, S. Burdorf, D. Kundisch, in: Proceedings of the MCIS
    2025, n.d.'
date_created: 2025-09-19T09:26:17Z
date_updated: 2025-09-19T09:26:23Z
department:
- _id: '276'
language:
- iso: eng
publication: Proceedings of the MCIS 2025
publication_status: accepted
status: public
title: Traffic Scenario Detection – A Comparison of CNN-RNN and Transformer-based
  Architectures in the Context of Autonomous Driving
type: conference
user_id: '16205'
year: '2025'
...
