---
_id: '6986'
abstract:
- lang: eng
  text: "Background: Artificial intelligence–based skin cancer screening apps (AISCSAs)
    offer diagnostic potential but face limited adoption. App store cues, such as
    ratings, may influence acceptance; yet, little is known about how users cognitively
    process app store information in high-stakes health contexts. To address this
    gap, eye-tracking was used to measure visual attention while participants evaluated
    a mock AISCSA app store listing.\r\n\r\nObjective: This study aimed to test whether
    a single negative rating captures visual attention and whether an extended technology
    acceptance model (TAM) can predict behavioral intention to use (BI) AISCSAs.\r\n\r\nMethods:
    Participants (N=76) evaluated a mock app store listing for an AISCSA under positive
    (n=42) or negative (n=34) rating conditions while their eye movements were recorded.
    Analyses combined fixation durations in defined areas of interest (AOIs) with
    self-reported measures of perceived usefulness (PU), perceived ease of use (PEOU),
    trust, BI, willingness to pay, and the self-rated importance of app attributes.\r\n\r\nResults:
    Normalized fixation durations (seconds per square pixel) revealed the highest
    attention to the description (0.166 s/px2), followed by the reviews (0.11 s/px2)
    and the ratings (0.04 s/px2), while the price and the data protection received
    the least attention. Of the 5 self-rated app attributes, only reviews correlated
    positively with fixation durations on the reviews-AOI (r=0.28; P=.01). Rating
    valence had no significant effect on gaze patterns, PU, PEOU, trust, BI, or willingness
    to pay (all Ps>.05). However, PEOU (P=.001), PU (P<.001), and trust (P<.001) were
    significantly correlated with BI.\r\n\r\nConclusions: Although the expected attentional
    capture effect of the negative rating was not observed, the weak or nonexistent
    associations between fixation durations on the AOIs and the self-rated importance
    of app attributes suggest that eye-tracking captures aspects of information processing
    that are not directly reflected in self-reported evaluations. These findings indicate
    that eye-tracking provides a more direct approximation of actual user behavior
    by revealing implicit attentional processes beyond what is captured by questionnaires.
    While the technology acceptance model constructs and trust predicted BI, rating
    valence alone did not affect acceptance or gaze behavior. In high-stakes health
    contexts, textual information may outweigh rating valence in driving adoption.
    Future research should explore conditions under which rating valence matters,
    including more extreme rating contrasts, variations in accompanying review texts,
    and the influence of individual differences such as preexisting attitudes toward
    artificial intelligence and levels of artificial intelligence literacy."
author:
- first_name: Inga
  full_name: Jagemann, Inga
  id: '252878'
  last_name: Jagemann
  orcid: 0000-0002-3468-3423
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-3468-3423/work/217580444
- first_name: Sabrina
  full_name: Hegner, Sabrina
  last_name: Hegner
- first_name: Gerrit
  full_name: Hirschfeld, Gerrit
  id: '234690'
  last_name: Hirschfeld
  orcid: 0000-0003-2143-4564
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-2143-4564/work/217580445
citation:
  alphadin: '<span style="font-variant:small-caps;">Jagemann, Inga</span> ; <span
    style="font-variant:small-caps;">Hegner, Sabrina</span> ; <span style="font-variant:small-caps;">Hirschfeld,
    Gerrit</span>: The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking
    and Questionnaire Study. In: <i>JMIR Human Factors</i> Bd. 13, JMIR Publications
    Inc. (2026), S. e93489–e93489'
  ama: 'Jagemann I, Hegner S, Hirschfeld G. The Role of Rating Valence in AI Skin
    Cancer App Acceptance: Eye-Tracking and Questionnaire Study. <i>JMIR Human Factors</i>.
    2026;13:e93489-e93489. doi:<a href="https://doi.org/10.2196/93489">10.2196/93489</a>'
  apa: 'Jagemann, I., Hegner, S., &#38; Hirschfeld, G. (2026). The Role of Rating
    Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study.
    <i>JMIR Human Factors</i>, <i>13</i>, e93489–e93489. <a href="https://doi.org/10.2196/93489">https://doi.org/10.2196/93489</a>'
  bibtex: '@article{Jagemann_Hegner_Hirschfeld_2026, title={The Role of Rating Valence
    in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study}, volume={13},
    DOI={<a href="https://doi.org/10.2196/93489">10.2196/93489</a>}, journal={JMIR
    Human Factors}, publisher={JMIR Publications Inc.}, author={Jagemann, Inga and
    Hegner, Sabrina and Hirschfeld, Gerrit}, year={2026}, pages={e93489–e93489} }'
  chicago: 'Jagemann, Inga, Sabrina Hegner, and Gerrit Hirschfeld. “The Role of Rating
    Valence in AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study.”
    <i>JMIR Human Factors</i> 13 (2026): e93489–e93489. <a href="https://doi.org/10.2196/93489">https://doi.org/10.2196/93489</a>.'
  ieee: 'I. Jagemann, S. Hegner, and G. Hirschfeld, “The Role of Rating Valence in
    AI Skin Cancer App Acceptance: Eye-Tracking and Questionnaire Study,” <i>JMIR
    Human Factors</i>, vol. 13, pp. e93489–e93489, 2026.'
  mla: 'Jagemann, Inga, et al. “The Role of Rating Valence in AI Skin Cancer App Acceptance:
    Eye-Tracking and Questionnaire Study.” <i>JMIR Human Factors</i>, vol. 13, JMIR
    Publications Inc., 2026, pp. e93489–e93489, doi:<a href="https://doi.org/10.2196/93489">10.2196/93489</a>.'
  short: I. Jagemann, S. Hegner, G. Hirschfeld, JMIR Human Factors 13 (2026) e93489–e93489.
date_created: 2026-06-11T21:15:29Z
date_updated: 2026-06-13T08:39:23Z
doi: 10.2196/93489
intvolume: '        13'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: e93489-e93489
publication: JMIR Human Factors
publication_identifier:
  eissn:
  - 2292-9495
publication_status: published
publisher: JMIR Publications Inc.
status: public
title: 'The Role of Rating Valence in AI Skin Cancer App Acceptance: Eye-Tracking
  and Questionnaire Study'
type: journal_article
user_id: '220548'
volume: 13
year: '2026'
...
---
_id: '6788'
author:
- first_name: Nadine
  full_name: Madeira Firmino, Nadine
  id: '250837'
  last_name: Madeira Firmino
citation:
  alphadin: '<span style="font-variant:small-caps;">Madeira Firmino, Nadine</span>:
    Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe
    und Selektion in der frühen Kindheit. In: <span style="font-variant:small-caps;">Meiner-Teubner,
    C.</span> ; <span style="font-variant:small-caps;">Roland, M.</span> (Hrsg.):
    <i>Kita und soziale Ungleichheit</i>. Weinheim : Beltz Juventa'
  ama: 'Madeira Firmino N. Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld
    zwischen Teilhabe und Selektion in der frühen Kindheit. In: Meiner-Teubner C,
    Roland M, eds. <i>Kita und soziale Ungleichheit</i>. Weinheim: Beltz Juventa.'
  apa: 'Madeira Firmino, N. (n.d.). Sprachliche Bildung und soziale Ungleichheit -
    Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit. In C.
    Meiner-Teubner &#38; M. Roland (Eds.), <i>Kita und soziale Ungleichheit</i>. Weinheim:
    Beltz Juventa.'
  bibtex: '@inbook{Madeira Firmino, place={Weinheim}, title={Sprachliche Bildung und
    soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe und Selektion in der
    frühen Kindheit}, booktitle={Kita und soziale Ungleichheit}, publisher={Beltz
    Juventa}, author={Madeira Firmino, Nadine}, editor={Meiner-Teubner, Christiane
    and Roland, MertenEditors} }'
  chicago: 'Madeira Firmino, Nadine. “Sprachliche Bildung und soziale Ungleichheit
    - Das Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit.” In
    <i>Kita und soziale Ungleichheit</i>, edited by Christiane Meiner-Teubner and
    Merten Roland. Weinheim: Beltz Juventa, n.d.'
  ieee: 'N. Madeira Firmino, “Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld
    zwischen Teilhabe und Selektion in der frühen Kindheit,” in <i>Kita und soziale
    Ungleichheit</i>, C. Meiner-Teubner and M. Roland, Eds. Weinheim: Beltz Juventa.'
  mla: Madeira Firmino, Nadine. “Sprachliche Bildung und soziale Ungleichheit - Das
    Spannungsfeld zwischen Teilhabe und Selektion in der frühen Kindheit.” <i>Kita
    und soziale Ungleichheit</i>, edited by Christiane Meiner-Teubner and Merten Roland,
    Beltz Juventa.
  short: 'N. Madeira Firmino, in: C. Meiner-Teubner, M. Roland (Eds.), Kita und soziale
    Ungleichheit, Beltz Juventa, Weinheim, n.d.'
date_created: 2026-03-03T18:28:59Z
date_updated: 2026-06-11T14:31:55Z
editor:
- first_name: Christiane
  full_name: Meiner-Teubner, Christiane
  last_name: Meiner-Teubner
- first_name: Merten
  full_name: Roland, Merten
  last_name: Roland
language:
- iso: ger
place: Weinheim
publication: Kita und soziale Ungleichheit
publication_status: accepted
publisher: Beltz Juventa
quality_controlled: '1'
status: public
title: Sprachliche Bildung und soziale Ungleichheit - Das Spannungsfeld zwischen Teilhabe
  und Selektion in der frühen Kindheit
type: book_chapter
user_id: '263827'
year: '2026'
...
---
_id: '6982'
author:
- first_name: Malte
  full_name: Riechmann-Thom, Malte
  id: '229000'
  last_name: Riechmann-Thom
- first_name: Jan
  full_name: Rexilius, Jan
  id: '245736'
  last_name: Rexilius
  orcid: 0000-0002-4579-214X
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-4579-214X/work/216598627
citation:
  alphadin: '<span style="font-variant:small-caps;">Riechmann-Thom, Malte</span> ;
    <span style="font-variant:small-caps;">Rexilius, Jan</span>: Multi-Perspective
    AR Interaction Through Robot Viewpoint Control. In: <i>IEEE International Conference
    on Robot and Human Interactive Communication (RO-MAN)</i>, 2026'
  ama: 'Riechmann-Thom M, Rexilius J. Multi-Perspective AR Interaction Through Robot
    Viewpoint Control. In: <i>IEEE International Conference on Robot and Human Interactive
    Communication (RO-MAN)</i>. ; 2026.'
  apa: Riechmann-Thom, M., &#38; Rexilius, J. (2026). Multi-Perspective AR Interaction
    Through Robot Viewpoint Control. In <i>IEEE International Conference on Robot
    and Human Interactive Communication (RO-MAN)</i>. Kitakyushu.
  bibtex: '@inproceedings{Riechmann-Thom_Rexilius_2026, title={Multi-Perspective AR
    Interaction Through Robot Viewpoint Control}, booktitle={IEEE International Conference
    on Robot and Human Interactive Communication (RO-MAN)}, author={Riechmann-Thom,
    Malte and Rexilius, Jan}, year={2026} }'
  chicago: Riechmann-Thom, Malte, and Jan Rexilius. “Multi-Perspective AR Interaction
    Through Robot Viewpoint Control.” In <i>IEEE International Conference on Robot
    and Human Interactive Communication (RO-MAN)</i>, 2026.
  ieee: M. Riechmann-Thom and J. Rexilius, “Multi-Perspective AR Interaction Through
    Robot Viewpoint Control,” in <i>IEEE International Conference on Robot and Human
    Interactive Communication (RO-MAN)</i>, Kitakyushu, 2026.
  mla: Riechmann-Thom, Malte, and Jan Rexilius. “Multi-Perspective AR Interaction
    Through Robot Viewpoint Control.” <i>IEEE International Conference on Robot and
    Human Interactive Communication (RO-MAN)</i>, 2026.
  short: 'M. Riechmann-Thom, J. Rexilius, in: IEEE International Conference on Robot
    and Human Interactive Communication (RO-MAN), 2026.'
conference:
  end_date: 2026-08-28
  location: Kitakyushu
  name: IEEE International Conference on Robot and Human Interactive Communication
    (RO-MAN)
  start_date: 2026-08-24
date_created: 2026-06-03T09:06:55Z
date_updated: 2026-06-10T08:00:19Z
language:
- iso: eng
project:
- _id: A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D
  name: Institute for Building Intelligence
publication: IEEE International Conference on Robot and Human Interactive Communication
  (RO-MAN)
quality_controlled: '1'
status: public
title: Multi-Perspective AR Interaction Through Robot Viewpoint Control
type: conference
user_id: '229000'
year: '2026'
...
---
_id: '6980'
article_number: '221106'
article_type: original
author:
- first_name: Maik
  full_name: Gaerner, Maik
  last_name: Gaerner
- first_name: Robin
  full_name: Silber, Robin
  last_name: Silber
- first_name: Malte
  full_name: Schäffer, Malte
  last_name: Schäffer
- first_name: 'Jaroslav '
  full_name: 'Hamrle, Jaroslav '
  last_name: Hamrle
- first_name: Andrea
  full_name: Ehrmann, Andrea
  id: '223776'
  last_name: Ehrmann
  orcid: 0000-0003-0695-3905
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0695-3905/work/216524852
- first_name: Martin
  full_name: Wortmann, Martin
  last_name: Wortmann
- first_name: Timo
  full_name: Kuschel, Timo
  last_name: Kuschel
citation:
  alphadin: '<span style="font-variant:small-caps;">Gaerner, Maik</span> ; <span style="font-variant:small-caps;">Silber,
    Robin</span> ; <span style="font-variant:small-caps;">Schäffer, Malte</span> ;
    <span style="font-variant:small-caps;">Hamrle, Jaroslav </span> ; <span style="font-variant:small-caps;">Ehrmann,
    Andrea</span> ; <span style="font-variant:small-caps;">Wortmann, Martin</span>
    ; <span style="font-variant:small-caps;">Kuschel, Timo</span>: Cubic magneto-optic
    Kerr effect in Co(111) thin films. In: <i>Applied Physics Letters</i> Bd. 128,
    AIP Publishing (2026), Nr. 22'
  ama: Gaerner M, Silber R, Schäffer M, et al. Cubic magneto-optic Kerr effect in
    Co(111) thin films. <i>Applied Physics Letters</i>. 2026;128(22). doi:<a href="https://doi.org/10.1063/5.0332728">10.1063/5.0332728</a>
  apa: Gaerner, M., Silber, R., Schäffer, M., Hamrle, J., Ehrmann, A., Wortmann, M.,
    &#38; Kuschel, T. (2026). Cubic magneto-optic Kerr effect in Co(111) thin films.
    <i>Applied Physics Letters</i>, <i>128</i>(22). <a href="https://doi.org/10.1063/5.0332728">https://doi.org/10.1063/5.0332728</a>
  bibtex: '@article{Gaerner_Silber_Schäffer_Hamrle_Ehrmann_Wortmann_Kuschel_2026,
    title={Cubic magneto-optic Kerr effect in Co(111) thin films}, volume={128}, DOI={<a
    href="https://doi.org/10.1063/5.0332728">10.1063/5.0332728</a>}, number={22221106},
    journal={Applied Physics Letters}, publisher={AIP Publishing}, author={Gaerner,
    Maik and Silber, Robin and Schäffer, Malte and Hamrle, Jaroslav  and Ehrmann,
    Andrea and Wortmann, Martin and Kuschel, Timo}, year={2026} }'
  chicago: Gaerner, Maik, Robin Silber, Malte Schäffer, Jaroslav  Hamrle, Andrea Ehrmann,
    Martin Wortmann, and Timo Kuschel. “Cubic Magneto-Optic Kerr Effect in Co(111)
    Thin Films.” <i>Applied Physics Letters</i> 128, no. 22 (2026). <a href="https://doi.org/10.1063/5.0332728">https://doi.org/10.1063/5.0332728</a>.
  ieee: M. Gaerner <i>et al.</i>, “Cubic magneto-optic Kerr effect in Co(111) thin
    films,” <i>Applied Physics Letters</i>, vol. 128, no. 22, 2026.
  mla: Gaerner, Maik, et al. “Cubic Magneto-Optic Kerr Effect in Co(111) Thin Films.”
    <i>Applied Physics Letters</i>, vol. 128, no. 22, 221106, AIP Publishing, 2026,
    doi:<a href="https://doi.org/10.1063/5.0332728">10.1063/5.0332728</a>.
  short: M. Gaerner, R. Silber, M. Schäffer, J. Hamrle, A. Ehrmann, M. Wortmann, T.
    Kuschel, Applied Physics Letters 128 (2026).
date_created: 2026-06-02T17:41:05Z
date_updated: 2026-06-08T08:33:01Z
doi: 10.1063/5.0332728
intvolume: '       128'
issue: '22'
language:
- iso: eng
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: Applied Physics Letters
publication_identifier:
  eissn:
  - 1077-3118
  issn:
  - 0003-6951
publication_status: published
publisher: AIP Publishing
quality_controlled: '1'
status: public
title: Cubic magneto-optic Kerr effect in Co(111) thin films
type: journal_article
user_id: '220548'
volume: 128
year: '2026'
...
---
_id: '6823'
author:
- first_name: Maike
  full_name: Lammert, Maike
  id: '246416'
  last_name: Lammert
- first_name: Karin
  full_name: Teschke, Karin
  id: '248956'
  last_name: Teschke
- first_name: Pia
  full_name: Bakker, Pia
  id: '246514'
  last_name: Bakker
- first_name: Annette
  full_name: Bernloehr, Annette
  id: '246532'
  last_name: Bernloehr
citation:
  alphadin: '<span style="font-variant:small-caps;">Lammert, Maike</span> ; <span
    style="font-variant:small-caps;">Teschke, Karin</span> ; <span style="font-variant:small-caps;">Bakker,
    Pia</span> ; <span style="font-variant:small-caps;">Bernloehr, Annette</span>:
    Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für den 
    „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul. In: <span
    style="font-variant:small-caps;">Deutsche Gesellschaft für Hebammenwissenschaft
    e.V. (DGHWi)</span> ; <span style="font-variant:small-caps;">Deutscher Hebammenverband
    (DHV)</span> (Hrsg.): <i>Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium;
    Abstractband 03. Mai 2026</i>, 2026'
  ama: 'Lammert M, Teschke K, Bakker P, Bernloehr A. Maßgeschneiderte Lösungen für
    das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“
    und das vaginale Untersuchungsmodul. In: Deutsche Gesellschaft für Hebammenwissenschaft
    e.V. (DGHWi), Deutscher Hebammenverband (DHV), eds. <i>Hebapäd; 3. Konferenz Zur
    Pädagogischen Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026</i>. ; 2026.
    doi:<a href="https://doi.org/10.57720/6823">10.57720/6823</a>'
  apa: 'Lammert, M., Teschke, K., Bakker, P., &#38; Bernloehr, A. (2026). Maßgeschneiderte
    Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“
    und das vaginale Untersuchungsmodul. In Deutsche Gesellschaft für Hebammenwissenschaft
    e.V. (DGHWi) &#38; Deutscher Hebammenverband (DHV) (Eds.), <i>Hebapäd; 3. Konferenz
    zur pädagogischen Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026</i>. Leipzig.
    <a href="https://doi.org/10.57720/6823">https://doi.org/10.57720/6823</a>'
  bibtex: '@inproceedings{Lammert_Teschke_Bakker_Bernloehr_2026, title={Maßgeschneiderte
    Lösungen für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“
    und das vaginale Untersuchungsmodul}, DOI={<a href="https://doi.org/10.57720/6823">10.57720/6823</a>},
    booktitle={Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium;
    Abstractband 03. Mai 2026}, author={Lammert, Maike and Teschke, Karin and Bakker,
    Pia and Bernloehr, Annette}, editor={Deutsche Gesellschaft für Hebammenwissenschaft
    e.V. (DGHWi) and Deutscher Hebammenverband (DHV)Editors}, year={2026} }'
  chicago: 'Lammert, Maike, Karin Teschke, Pia Bakker, and Annette Bernloehr. “Maßgeschneiderte
    Lösungen Für Das Skills-Training: Optimierungsoptionen Für Den  „PROMPT Flex Geburtssimulator“
    Und Das Vaginale Untersuchungsmodul.” In <i>Hebapäd; 3. Konferenz Zur Pädagogischen
    Arbeit  Im Hebammenstudium; Abstractband 03. Mai 2026</i>, edited by Deutsche
    Gesellschaft für Hebammenwissenschaft e.V. (DGHWi) and Deutscher Hebammenverband
    (DHV), 2026. <a href="https://doi.org/10.57720/6823">https://doi.org/10.57720/6823</a>.'
  ieee: 'M. Lammert, K. Teschke, P. Bakker, and A. Bernloehr, “Maßgeschneiderte Lösungen
    für das Skills-Training: Optimierungsoptionen für den  „PROMPT Flex Geburtssimulator“
    und das vaginale Untersuchungsmodul,” in <i>Hebapäd; 3. Konferenz zur pädagogischen
    Arbeit  im Hebammenstudium; Abstractband 03. Mai 2026</i>, Leipzig, 2026.'
  mla: 'Lammert, Maike, et al. “Maßgeschneiderte Lösungen Für Das Skills-Training:
    Optimierungsoptionen Für Den  „PROMPT Flex Geburtssimulator“ Und Das Vaginale
    Untersuchungsmodul.” <i>Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium;
    Abstractband 03. Mai 2026</i>, edited by Deutsche Gesellschaft für Hebammenwissenschaft
    e.V. (DGHWi) and Deutscher Hebammenverband (DHV), 2026, doi:<a href="https://doi.org/10.57720/6823">10.57720/6823</a>.'
  short: 'M. Lammert, K. Teschke, P. Bakker, A. Bernloehr, in: Deutsche Gesellschaft
    für Hebammenwissenschaft e.V. (DGHWi), Deutscher Hebammenverband (DHV) (Eds.),
    Hebapäd; 3. Konferenz Zur Pädagogischen Arbeit  Im Hebammenstudium; Abstractband
    03. Mai 2026, 2026.'
conference:
  end_date: 2026-05-03
  location: Leipzig
  name: HebaPäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; 2026
  start_date: 2026-05-03
corporate_editor:
- Deutsche Gesellschaft für Hebammenwissenschaft e.V. (DGHWi)
- Deutscher Hebammenverband (DHV)
date_created: 2026-04-08T07:33:14Z
date_updated: 2026-06-08T08:22:54Z
doi: 10.57720/6823
file:
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  creator: kteschke
  date_created: 2026-04-24T08:13:29Z
  date_updated: 2026-04-24T08:13:29Z
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  file_name: Poster_HebaPäd_2026_Lammert_et_al.pdf
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  relation: main_file
  success: 1
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  creator: kteschke
  date_created: 2026-04-23T19:29:40Z
  date_updated: 2026-04-23T19:29:40Z
  file_id: '6851'
  file_name: Quellen_Poster_HebaPäd_2026_Lammert_et_al.pdf
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  success: 1
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  date_created: 2026-04-20T17:25:53Z
  date_updated: 2026-04-20T17:25:53Z
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  date_updated: 2026-04-20T17:25:53Z
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has_accepted_license: '1'
keyword:
- Pädagogik
- Hebammenwissenschaft
- Konzeption
- Simulationsbasierte Trainings
- Beckenendlage
- Vierfüßlerstand
- HSBI-All4s
- Optimierung Geburtssimulator
language:
- iso: eng
oa: '1'
publication: Hebapäd; 3. Konferenz zur pädagogischen Arbeit  im Hebammenstudium; Abstractband
  03. Mai 2026
status: public
title: 'Maßgeschneiderte Lösungen für das Skills-Training: Optimierungsoptionen für
  den  „PROMPT Flex Geburtssimulator“ und das vaginale Untersuchungsmodul'
type: conference_abstract
urn: urn:nbn:de:hbz:bi10-68239
user_id: '220548'
year: '2026'
...
---
_id: '6936'
abstract:
- lang: eng
  text: The data presented here derives from the Sustainable Working Conditions in
    Academia survey (STAIRCASE) on researcher mental health. The survey addresses
    the ongoing mental health crisis in academia by providing comprehensive, multilevel
    data on researcher well-being and its structural determinants. We employed a cross-sectional
    between-participant study design to collect data from 4,296 researchers between
    September 15, 2023, and August 26, 2024. The sample, which primarily includes
    researchers based in European countries, has a mean age of 38.1 years (SD = 10.7)
    and consists of 63.7% female participants. Participants provided data on key mental
    health outcomes – including depression, anxiety, stress, burnout, and well-being
    – alongside detailed assessments of working conditions, leadership behavior, and
    organizational characteristics. The dataset facilitates a holistic, multilevel
    investigation of academic mental health beyond individual risk factors by including
    the individual, leadership, institutional, and national context. By enabling analyses
    across hierarchical levels this dataset provides the necessary evidence to identify
    systemic drivers of mental (ill) health and inform the development of effective,
    system-wide strategies for meaningful change in academic work environments.
article_number: '1'
article_type: original
author:
- first_name: Jana
  full_name: Lasser, Jana
  last_name: Lasser
- first_name: Stefan T.
  full_name: Mol, Stefan T.
  last_name: Mol
- first_name: Alja
  full_name: Čontala, Alja
  last_name: Čontala
- first_name: Ana
  full_name: Slavec, Ana
  last_name: Slavec
- first_name: Andreja Zulim
  full_name: de Swarte, Andreja Zulim
  last_name: de Swarte
- first_name: Anna
  full_name: Khachatryan, Anna
  last_name: Khachatryan
- first_name: Anna Maria
  full_name: Eleuteri, Anna Maria
  last_name: Eleuteri
- first_name: Anupoma
  full_name: Haque, Anupoma
  last_name: Haque
- first_name: Baiba
  full_name: Jansone, Baiba
  last_name: Jansone
- first_name: Blerina
  full_name: Vrenozi, Blerina
  last_name: Vrenozi
- first_name: Brian
  full_name: Cahill, Brian
  id: '257249'
  last_name: Cahill
  orcid: 0000-0002-7325-5114
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-7325-5114/work/216360880
- first_name: Carlos
  full_name: Trenado, Carlos
  last_name: Trenado
- first_name: Christiane
  full_name: Schwieren, Christiane
  last_name: Schwieren
- first_name: Claudia Iuliana
  full_name: Iacob, Claudia Iuliana
  last_name: Iacob
- first_name: Claudia
  full_name: Tejada-Gallardo, Claudia
  last_name: Tejada-Gallardo
- first_name: Cornelia
  full_name: Mairean, Cornelia
  last_name: Mairean
- first_name: Darragh
  full_name: McCashin, Darragh
  last_name: McCashin
- first_name: Deborah
  full_name: Chery, Deborah
  last_name: Chery
- first_name: Dilara
  full_name: Özel, Dilara
  last_name: Özel
- first_name: Dimity
  full_name: Stephen, Dimity
  last_name: Stephen
- first_name: Dragan
  full_name: Mijakoski, Dragan
  last_name: Mijakoski
- first_name: Elena
  full_name: Ronda, Elena
  last_name: Ronda
- first_name: Eleonora
  full_name: Ricci, Eleonora
  last_name: Ricci
- first_name: Eliana
  full_name: Ibrahimi, Eliana
  last_name: Ibrahimi
- first_name: Emese
  full_name: Vita, Emese
  last_name: Vita
- first_name: Fatjona
  full_name: Kamberi, Fatjona
  last_name: Kamberi
- first_name: Fernando G.
  full_name: Benavides, Fernando G.
  last_name: Benavides
- first_name: Francisco Valente
  full_name: Gonçalves, Francisco Valente
  last_name: Gonçalves
- first_name: Gábor
  full_name: Kismihók, Gábor
  last_name: Kismihók
- first_name: Gemma Pascual
  full_name: Manich, Gemma Pascual
  last_name: Manich
- first_name: Igor
  full_name: Esnaola, Igor
  last_name: Esnaola
- first_name: Igor
  full_name: Portoghese, Igor
  last_name: Portoghese
- first_name: Inge
  full_name: van der Weijden, Inge
  last_name: van der Weijden
- first_name: Irina Guseva
  full_name: Canu, Irina Guseva
  last_name: Canu
- first_name: Irsida
  full_name: Mehmeti, Irsida
  last_name: Mehmeti
- first_name: Ivana B.
  full_name: Petrovic, Ivana B.
  last_name: Petrovic
- first_name: Jakub
  full_name: Šindelář, Jakub
  last_name: Šindelář
- first_name: João Miguel Alves
  full_name: Ferreira, João Miguel Alves
  last_name: Ferreira
- first_name: Jonila
  full_name: Gabrani, Jonila
  last_name: Gabrani
- first_name: Karolina Eszter
  full_name: Kovács, Karolina Eszter
  last_name: Kovács
- first_name: Katri
  full_name: Pöllänen, Katri
  last_name: Pöllänen
- first_name: Konstantinos
  full_name: Geles, Konstantinos
  last_name: Geles
- first_name: Lamis Yahia Mohamed
  full_name: Elkheir, Lamis Yahia Mohamed
  last_name: Elkheir
- first_name: Lorena
  full_name: Cudris-Torres, Lorena
  last_name: Cudris-Torres
- first_name: Lise T.
  full_name: Løvseth, Lise T.
  last_name: Løvseth
- first_name: Louiza
  full_name: Ioannidou, Louiza
  last_name: Ioannidou
- first_name: Luksa
  full_name: Popovic, Luksa
  last_name: Popovic
- first_name: Mais M.
  full_name: Aljunaidy, Mais M.
  last_name: Aljunaidy
- first_name: Maria Fatjó
  full_name: Saboya, Maria Fatjó
  last_name: Saboya
- first_name: Marit
  full_name: Christensen, Marit
  last_name: Christensen
- first_name: Marlene
  full_name: Santos, Marlene
  last_name: Santos
- first_name: Marta
  full_name: Miklikowska, Marta
  last_name: Miklikowska
- first_name: Mateja Erce
  full_name: Paoli, Mateja Erce
  last_name: Paoli
- first_name: Mathias
  full_name: Schroijen, Mathias
  last_name: Schroijen
- first_name: Mathieu
  full_name: Fusi, Mathieu
  last_name: Fusi
- first_name: Mayya
  full_name: Sundukova, Mayya
  last_name: Sundukova
- first_name: Mete
  full_name: Kurtoğlu, Mete
  last_name: Kurtoğlu
- first_name: Milica
  full_name: Vukelić, Milica
  last_name: Vukelić
- first_name: Mirela Adriana
  full_name: Anghelache, Mirela Adriana
  last_name: Anghelache
- first_name: Mohamad Nadim
  full_name: Adi, Mohamad Nadim
  last_name: Adi
- first_name: Mümine
  full_name: Barkçin, Mümine
  last_name: Barkçin
- first_name: Nuno Barbosa
  full_name: Rocha, Nuno Barbosa
  last_name: Rocha
- first_name: Nurka
  full_name: Pranjic, Nurka
  last_name: Pranjic
- first_name: Olga
  full_name: Bogolyubova, Olga
  last_name: Bogolyubova
- first_name: Paulo Alexandre Soares
  full_name: Moreira, Paulo Alexandre Soares
  last_name: Moreira
- first_name: Paulo
  full_name: Moreira, Paulo
  last_name: Moreira
- first_name: Pil Maria
  full_name: Saugmann, Pil Maria
  last_name: Saugmann
- first_name: Rivka
  full_name: Tuval-Mashiach, Rivka
  last_name: Tuval-Mashiach
- first_name: Rui Amaral
  full_name: Mendes, Rui Amaral
  last_name: Mendes
- first_name: Sabina
  full_name: Osmanovic, Sabina
  last_name: Osmanovic
- first_name: Sinem
  full_name: Ozdede, Sinem
  last_name: Ozdede
- first_name: Simone
  full_name: Lackner, Simone
  last_name: Lackner
- first_name: Stéphanie
  full_name: Gauttier, Stéphanie
  last_name: Gauttier
- first_name: Szidónia
  full_name: Rusu, Szidónia
  last_name: Rusu
- first_name: Theodota
  full_name: Lagouri, Theodota
  last_name: Lagouri
- first_name: Ümran
  full_name: Yüce-Selvi, Ümran
  last_name: Yüce-Selvi
- first_name: Urszula
  full_name: Ziemiańczyk, Urszula
  last_name: Ziemiańczyk
- first_name: Xhilda
  full_name: Dhamo, Xhilda
  last_name: Dhamo
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Lasser,
    Jana</span> ; <span style="font-variant:small-caps;">Mol, Stefan T.</span> ; <span
    style="font-variant:small-caps;">Čontala, Alja</span> ; <span style="font-variant:small-caps;">Slavec,
    Ana</span> ; <span style="font-variant:small-caps;">de Swarte, Andreja Zulim</span>
    ; <span style="font-variant:small-caps;">Khachatryan, Anna</span> ; <span style="font-variant:small-caps;">Eleuteri,
    Anna Maria</span> ; <span style="font-variant:small-caps;">Haque, Anupoma</span>
    ; u. a.</span>: Data from the Researcher Mental Health Observatory STAIRCASE Survey.
    In: <i>Journal of Open Psychology Data</i> Bd. 14, Ubiquity Press, Ltd. (2026),
    Nr. 1'
  ama: Lasser J, Mol ST, Čontala A, et al. Data from the Researcher Mental Health
    Observatory STAIRCASE Survey. <i>Journal of Open Psychology Data</i>. 2026;14(1).
    doi:<a href="https://doi.org/10.5334/jopd.136">10.5334/jopd.136</a>
  apa: Lasser, J., Mol, S. T., Čontala, A., Slavec, A., de Swarte, A. Z., Khachatryan,
    A., … Dhamo, X. (2026). Data from the Researcher Mental Health Observatory STAIRCASE
    Survey. <i>Journal of Open Psychology Data</i>, <i>14</i>(1). <a href="https://doi.org/10.5334/jopd.136">https://doi.org/10.5334/jopd.136</a>
  bibtex: '@article{Lasser_Mol_Čontala_Slavec_de Swarte_Khachatryan_Eleuteri_Haque_Jansone_Vrenozi_et
    al._2026, title={Data from the Researcher Mental Health Observatory STAIRCASE
    Survey}, volume={14}, DOI={<a href="https://doi.org/10.5334/jopd.136">10.5334/jopd.136</a>},
    number={11}, journal={Journal of Open Psychology Data}, publisher={Ubiquity Press,
    Ltd.}, author={Lasser, Jana and Mol, Stefan T. and Čontala, Alja and Slavec, Ana
    and de Swarte, Andreja Zulim and Khachatryan, Anna and Eleuteri, Anna Maria and
    Haque, Anupoma and Jansone, Baiba and Vrenozi, Blerina and et al.}, year={2026}
    }'
  chicago: Lasser, Jana, Stefan T. Mol, Alja Čontala, Ana Slavec, Andreja Zulim de
    Swarte, Anna Khachatryan, Anna Maria Eleuteri, et al. “Data from the Researcher
    Mental Health Observatory STAIRCASE Survey.” <i>Journal of Open Psychology Data</i>
    14, no. 1 (2026). <a href="https://doi.org/10.5334/jopd.136">https://doi.org/10.5334/jopd.136</a>.
  ieee: J. Lasser <i>et al.</i>, “Data from the Researcher Mental Health Observatory
    STAIRCASE Survey,” <i>Journal of Open Psychology Data</i>, vol. 14, no. 1, 2026.
  mla: Lasser, Jana, et al. “Data from the Researcher Mental Health Observatory STAIRCASE
    Survey.” <i>Journal of Open Psychology Data</i>, vol. 14, no. 1, 1, Ubiquity Press,
    Ltd., 2026, doi:<a href="https://doi.org/10.5334/jopd.136">10.5334/jopd.136</a>.
  short: J. Lasser, S.T. Mol, A. Čontala, A. Slavec, A.Z. de Swarte, A. Khachatryan,
    A.M. Eleuteri, A. Haque, B. Jansone, B. Vrenozi, B. Cahill, C. Trenado, C. Schwieren,
    C.I. Iacob, C. Tejada-Gallardo, C. Mairean, D. McCashin, D. Chery, D. Özel, D.
    Stephen, D. Mijakoski, E. Ronda, E. Ricci, E. Ibrahimi, E. Vita, F. Kamberi, F.G.
    Benavides, F.V. Gonçalves, G. Kismihók, G.P. Manich, I. Esnaola, I. Portoghese,
    I. van der Weijden, I.G. Canu, I. Mehmeti, I.B. Petrovic, J. Šindelář, J.M.A.
    Ferreira, J. Gabrani, K.E. Kovács, K. Pöllänen, K. Geles, L.Y.M. Elkheir, L. Cudris-Torres,
    L.T. Løvseth, L. Ioannidou, L. Popovic, M.M. Aljunaidy, M.F. Saboya, M. Christensen,
    M. Santos, M. Miklikowska, M.E. Paoli, M. Schroijen, M. Fusi, M. Sundukova, M.
    Kurtoğlu, M. Vukelić, M.A. Anghelache, M.N. Adi, M. Barkçin, N.B. Rocha, N. Pranjic,
    O. Bogolyubova, P.A.S. Moreira, P. Moreira, P.M. Saugmann, R. Tuval-Mashiach,
    R.A. Mendes, S. Osmanovic, S. Ozdede, S. Lackner, S. Gauttier, S. Rusu, T. Lagouri,
    Ü. Yüce-Selvi, U. Ziemiańczyk, X. Dhamo, Journal of Open Psychology Data 14 (2026).
date_created: 2026-05-29T19:04:46Z
date_updated: 2026-06-08T08:21:59Z
doi: 10.5334/jopd.136
file:
- access_level: open_access
  content_type: application/pdf
  creator: bcahill
  date_created: 2026-05-29T18:59:40Z
  date_updated: 2026-05-29T18:59:40Z
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  file_name: 6a19696729fb6.pdf
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file_date_updated: 2026-05-29T18:59:40Z
has_accepted_license: '1'
intvolume: '        14'
issue: '1'
jel:
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language:
- iso: eng
main_file_link:
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oa: '1'
publication: Journal of Open Psychology Data
publication_identifier:
  eissn:
  - 2050-9863
publication_status: published
publisher: Ubiquity Press, Ltd.
quality_controlled: '1'
related_material:
  link:
  - relation: contains
    url: https://openpsychologydata.metajnl.com/articles/136/files/6a19696729fb6.pdf
status: public
title: Data from the Researcher Mental Health Observatory STAIRCASE Survey
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
urn: urn:nbn:de:hbz:bi10-69363
user_id: '220548'
volume: 14
year: '2026'
...
---
_id: '6927'
author:
- first_name: Mirko
  full_name: Petersen, Mirko
  id: '260031'
  last_name: Petersen
- first_name: Ingo
  full_name: Ballschmieter, Ingo
  id: '256512'
  last_name: Ballschmieter
  orcid: 0009-0000-1054-8107
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-1054-8107/work/216066931
- first_name: Tim
  full_name: Kampe, Tim
  id: '222105'
  last_name: Kampe
  orcid: 0000-0003-1217-1360
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-1217-1360/work/216066932
citation:
  alphadin: '<span style="font-variant:small-caps;">Petersen, Mirko</span> ; <span
    style="font-variant:small-caps;">Ballschmieter, Ingo</span> ; <span style="font-variant:small-caps;">Kampe,
    Tim</span>: Bridging the Gap between Open Science and Open Innovation: Challenges
    of Universities’ Third Mission in Germany. In: <i>5th Bielefeld International
    Conference on Applied Business (BiCAB) on „Bridges for Impact: Linking Science,
    Economy, Politics, and Society“, Bielefeld, 22.05.</i>, 2026'
  ama: 'Petersen M, Ballschmieter I, Kampe T. Bridging the Gap between Open Science
    and Open Innovation: Challenges of Universities’ Third Mission in Germany. In:
    <i>5th Bielefeld International Conference on Applied Business (BiCAB) on “Bridges
    for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld, 22.05.</i>
    ; 2026.'
  apa: 'Petersen, M., Ballschmieter, I., &#38; Kampe, T. (2026). Bridging the Gap
    between Open Science and Open Innovation: Challenges of Universities’ Third Mission
    in Germany. In <i>5th Bielefeld International Conference on Applied Business (BiCAB)
    on “Bridges for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld,
    22.05.</i> Bielefeld.'
  bibtex: '@inproceedings{Petersen_Ballschmieter_Kampe_2026, title={Bridging the Gap
    between Open Science and Open Innovation: Challenges of Universities’ Third Mission
    in Germany}, booktitle={5th Bielefeld International Conference on Applied Business
    (BiCAB) on “Bridges for Impact: Linking Science, Economy, Politics, and Society”,
    Bielefeld, 22.05.}, author={Petersen, Mirko and Ballschmieter, Ingo and Kampe,
    Tim}, year={2026} }'
  chicago: 'Petersen, Mirko, Ingo Ballschmieter, and Tim Kampe. “Bridging the Gap
    between Open Science and Open Innovation: Challenges of Universities’ Third Mission
    in Germany.” In <i>5th Bielefeld International Conference on Applied Business
    (BiCAB) on “Bridges for Impact: Linking Science, Economy, Politics, and Society”,
    Bielefeld, 22.05.</i>, 2026.'
  ieee: 'M. Petersen, I. Ballschmieter, and T. Kampe, “Bridging the Gap between Open
    Science and Open Innovation: Challenges of Universities’ Third Mission in Germany,”
    in <i>5th Bielefeld International Conference on Applied Business (BiCAB) on “Bridges
    for Impact: Linking Science, Economy, Politics, and Society”, Bielefeld, 22.05.</i>,
    Bielefeld, 2026.'
  mla: 'Petersen, Mirko, et al. “Bridging the Gap between Open Science and Open Innovation:
    Challenges of Universities’ Third Mission in Germany.” <i>5th Bielefeld International
    Conference on Applied Business (BiCAB) on “Bridges for Impact: Linking Science,
    Economy, Politics, and Society”, Bielefeld, 22.05.</i>, 2026.'
  short: 'M. Petersen, I. Ballschmieter, T. Kampe, in: 5th Bielefeld International
    Conference on Applied Business (BiCAB) on “Bridges for Impact: Linking Science,
    Economy, Politics, and Society”, Bielefeld, 22.05., 2026.'
conference:
  end_date: 2026-05-22
  location: Bielefeld
  name: '5th Bielefeld International Conference on Applied Business (BiCAB) on "Bridges
    for Impact: Linking Science, Economy, Politics, and Society"'
  start_date: 2026-05-22
date_created: 2026-05-28T21:57:10Z
date_updated: 2026-06-02T20:29:26Z
keyword:
- open science
- open innovation
- third mission
- university-industry collaboration
language:
- iso: eng
publication: '5th Bielefeld International Conference on Applied Business (BiCAB) on
  "Bridges for Impact: Linking Science, Economy, Politics, and Society", Bielefeld,
  22.05.'
publication_status: published
quality_controlled: '1'
status: public
title: 'Bridging the Gap between Open Science and Open Innovation: Challenges of Universities’
  Third Mission in Germany'
type: conference
user_id: '222105'
year: '2026'
...
---
_id: '6974'
author:
- first_name: Ismail
  full_name: Özlü, Ismail
  id: '247205'
  last_name: Özlü
  orcid: 0009-0005-9808-0858
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0005-9808-0858/work/216467616
- first_name: Severin
  full_name: Pietsch, Severin
  last_name: Pietsch
- first_name: Svenja
  full_name: Helten, Svenja
  last_name: Helten
citation:
  alphadin: '<span style="font-variant:small-caps;">Özlü, Ismail</span> ; <span style="font-variant:small-caps;">Pietsch,
    Severin</span> ; <span style="font-variant:small-caps;">Helten, Svenja</span>:
    Ansätze zur Verbesserung der (Primär-) Versorgung von Menschen mit chronischen
    Erkrankungen unter Einsatz von Advanced Practice Nurses in Ostwestfalen-Lippe.
    In: <span style="font-variant:small-caps;">Hornberg, C.</span> ; <span style="font-variant:small-caps;">Freymüller,
    J.</span> ; <span style="font-variant:small-caps;">Ritzinger, S.</span> ; <span
    style="font-variant:small-caps;">Fehr, R.</span> (Hrsg.): <i>Nachhaltige RegionalGesundheit
    Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. Edition: Nachhaltige
    Gesundheit in Stadt und Region/ Band 8. </i>, <i>Nachhaltige RegionalGesundheit
    Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven</i>. Bd. 8. München :
    Oekom, 2026, S. 308–314'
  ama: 'Özlü I, Pietsch S, Helten S. Ansätze zur Verbesserung der (Primär-) Versorgung
    von Menschen mit chronischen Erkrankungen unter Einsatz von Advanced Practice
    Nurses in Ostwestfalen-Lippe. In: Hornberg C, Freymüller J, Ritzinger S, Fehr
    R, eds. <i>Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme
    und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in Stadt und Region/
    Band 8. </i>. Vol 8. Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme
    und Handlungsperspektiven. München: Oekom; 2026:308-314.'
  apa: 'Özlü, I., Pietsch, S., &#38; Helten, S. (2026). Ansätze zur Verbesserung der
    (Primär-) Versorgung von Menschen mit chronischen Erkrankungen unter Einsatz von
    Advanced Practice Nurses in Ostwestfalen-Lippe. In C. Hornberg, J. Freymüller,
    S. Ritzinger, &#38; R. Fehr (Eds.), <i>Nachhaltige RegionalGesundheit Ostwestfalen-Lippe.
    Bestandsaufnahme und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in
    Stadt und Region/ Band 8. </i> (Vol. 8, pp. 308–314). München: Oekom.'
  bibtex: '@inbook{Özlü_Pietsch_Helten_2026, place={München}, series={Nachhaltige
    RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven},
    title={Ansätze zur Verbesserung der (Primär-) Versorgung von Menschen mit chronischen
    Erkrankungen unter Einsatz von Advanced Practice Nurses in Ostwestfalen-Lippe},
    volume={8}, booktitle={Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme
    und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in Stadt und Region/
    Band 8. }, publisher={Oekom}, author={Özlü, Ismail and Pietsch, Severin and Helten,
    Svenja}, editor={Hornberg, Claudia and Freymüller, Julius and Ritzinger, Silja  and
    Fehr, Rainer Editors}, year={2026}, pages={308–314}, collection={Nachhaltige RegionalGesundheit
    Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven} }'
  chicago: 'Özlü, Ismail, Severin Pietsch, and Svenja Helten. “Ansätze zur Verbesserung
    der (Primär-) Versorgung von Menschen mit chronischen Erkrankungen unter Einsatz
    von Advanced Practice Nurses in Ostwestfalen-Lippe.” In <i>Nachhaltige RegionalGesundheit
    Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. Edition: Nachhaltige
    Gesundheit in Stadt und Region/ Band 8. </i>, edited by Claudia Hornberg, Julius
    Freymüller, Silja  Ritzinger, and Rainer  Fehr, 8:308–14. Nachhaltige RegionalGesundheit
    Ostwestfalen-Lippe. Bestandsaufnahme und Handlungsperspektiven. München: Oekom,
    2026.'
  ieee: 'I. Özlü, S. Pietsch, and S. Helten, “Ansätze zur Verbesserung der (Primär-)
    Versorgung von Menschen mit chronischen Erkrankungen unter Einsatz von Advanced
    Practice Nurses in Ostwestfalen-Lippe,” in <i>Nachhaltige RegionalGesundheit Ostwestfalen-Lippe.
    Bestandsaufnahme und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in
    Stadt und Region/ Band 8. </i>, vol. 8, C. Hornberg, J. Freymüller, S. Ritzinger,
    and R. Fehr, Eds. München: Oekom, 2026, pp. 308–314.'
  mla: 'Özlü, Ismail, et al. “Ansätze zur Verbesserung der (Primär-) Versorgung von
    Menschen mit chronischen Erkrankungen unter Einsatz von Advanced Practice Nurses
    in Ostwestfalen-Lippe.” <i>Nachhaltige RegionalGesundheit Ostwestfalen-Lippe.
    Bestandsaufnahme und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in
    Stadt und Region/ Band 8. </i>, edited by Claudia Hornberg et al., vol. 8, Oekom,
    2026, pp. 308–14.'
  short: 'I. Özlü, S. Pietsch, S. Helten, in: C. Hornberg, J. Freymüller, S. Ritzinger,
    R. Fehr (Eds.), Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme
    und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in Stadt und Region/
    Band 8. , Oekom, München, 2026, pp. 308–314.'
date_created: 2026-06-02T08:33:08Z
date_updated: 2026-06-02T13:41:45Z
department:
- _id: 4b342258-bee3-11eb-b75f-c9bf9d645214
editor:
- first_name: Claudia
  full_name: Hornberg, Claudia
  last_name: Hornberg
- first_name: Julius
  full_name: Freymüller, Julius
  last_name: Freymüller
- first_name: 'Silja '
  full_name: 'Ritzinger, Silja '
  last_name: Ritzinger
- first_name: 'Rainer '
  full_name: 'Fehr, Rainer '
  last_name: Fehr
intvolume: '         8'
language:
- iso: ger
page: 308-314
place: München
publication: 'Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme
  und Handlungsperspektiven. Edition: Nachhaltige Gesundheit in Stadt und Region/
  Band 8. '
publication_identifier:
  isbn:
  - '9783987265334'
publication_status: published
publisher: Oekom
series_title: Nachhaltige RegionalGesundheit Ostwestfalen-Lippe. Bestandsaufnahme
  und Handlungsperspektiven
status: public
title: Ansätze zur Verbesserung der (Primär-) Versorgung von Menschen mit chronischen
  Erkrankungen unter Einsatz von Advanced Practice Nurses in Ostwestfalen-Lippe
type: book_chapter
user_id: '220548'
volume: 8
year: '2026'
...
---
_id: '6961'
author:
- first_name: Fabian
  full_name: Lukassen, Fabian
  last_name: Lukassen
- first_name: Jan
  full_name: Herrmann, Jan
  last_name: Herrmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498751
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
citation:
  alphadin: '<span style="font-variant:small-caps;">Lukassen, Fabian</span> ; <span
    style="font-variant:small-caps;">Herrmann, Jan</span> ; <span style="font-variant:small-caps;">Weisser,
    Christoph</span> ; <span style="font-variant:small-caps;">Säfken, Benjamin</span>
    ; <span style="font-variant:small-caps;">Kneib, Thomas</span>: From XAI to Stories:
    A Factorial Study of LLM-Generated Explanation Quality. In: <i>Preprint</i>, Arxiv
    (2026)'
  ama: 'Lukassen F, Herrmann J, Weisser C, Säfken B, Kneib T. From XAI to Stories:
    A Factorial Study of LLM-Generated Explanation Quality. <i>Preprint</i>. 2026.
    doi:<a href="https://doi.org/10.48550/arXiv.2601.02224">10.48550/arXiv.2601.02224</a>'
  apa: 'Lukassen, F., Herrmann, J., Weisser, C., Säfken, B., &#38; Kneib, T. (2026).
    From XAI to Stories: A Factorial Study of LLM-Generated Explanation Quality. <i>Preprint</i>.
    <a href="https://doi.org/10.48550/arXiv.2601.02224">https://doi.org/10.48550/arXiv.2601.02224</a>'
  bibtex: '@article{Lukassen_Herrmann_Weisser_Säfken_Kneib_2026, title={From XAI to
    Stories: A Factorial Study of LLM-Generated Explanation Quality}, DOI={<a href="https://doi.org/10.48550/arXiv.2601.02224">10.48550/arXiv.2601.02224</a>},
    journal={Preprint}, publisher={Arxiv}, author={Lukassen, Fabian and Herrmann,
    Jan and Weisser, Christoph and Säfken, Benjamin and Kneib, Thomas}, year={2026}
    }'
  chicago: 'Lukassen, Fabian, Jan Herrmann, Christoph Weisser, Benjamin Säfken, and
    Thomas Kneib. “From XAI to Stories: A Factorial Study of LLM-Generated Explanation
    Quality.” <i>Preprint</i>, 2026. <a href="https://doi.org/10.48550/arXiv.2601.02224">https://doi.org/10.48550/arXiv.2601.02224</a>.'
  ieee: 'F. Lukassen, J. Herrmann, C. Weisser, B. Säfken, and T. Kneib, “From XAI
    to Stories: A Factorial Study of LLM-Generated Explanation Quality,” <i>Preprint</i>,
    2026.'
  mla: 'Lukassen, Fabian, et al. “From XAI to Stories: A Factorial Study of LLM-Generated
    Explanation Quality.” <i>Preprint</i>, Arxiv, 2026, doi:<a href="https://doi.org/10.48550/arXiv.2601.02224">10.48550/arXiv.2601.02224</a>.'
  short: F. Lukassen, J. Herrmann, C. Weisser, B. Säfken, T. Kneib, Preprint (2026).
date_created: 2026-06-01T14:05:15Z
date_updated: 2026-06-02T13:38:22Z
doi: 10.48550/arXiv.2601.02224
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'From XAI to Stories: A Factorial Study of LLM-Generated Explanation Quality'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6960'
author:
- first_name: Fabian
  full_name: Lukassen, Fabian
  last_name: Lukassen
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498625
- first_name: Michael
  full_name: Schlee, Michael
  last_name: Schlee
- first_name: Manish
  full_name: Kumar, Manish
  last_name: Kumar
- first_name: Anton
  full_name: Thielmann, Anton
  last_name: Thielmann
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
- first_name: Thomas
  full_name: Kneib, Thomas
  last_name: Kneib
- first_name: Alexander
  full_name: Silbersdorff, Alexander
  last_name: Silbersdorff
citation:
  alphadin: '<span style="font-variant:small-caps;">Lukassen, Fabian</span> ; <span
    style="font-variant:small-caps;">Weisser, Christoph</span> ; <span style="font-variant:small-caps;">Schlee,
    Michael</span> ; <span style="font-variant:small-caps;">Kumar, Manish</span> ;
    <span style="font-variant:small-caps;">Thielmann, Anton</span> ; <span style="font-variant:small-caps;">Säfken,
    Benjamin</span> ; <span style="font-variant:small-caps;">Kneib, Thomas</span>
    ; <span style="font-variant:small-caps;">Silbersdorff, Alexander</span>: LLM-Augmented
    Change Point Detection: A Methodological Framework for Ensemble Detection and
    Automated Explanation. In: <i>Preprint</i>, Arxiv (2026)'
  ama: 'Lukassen F, Weisser C, Schlee M, et al. LLM-Augmented Change Point Detection:
    A Methodological Framework for Ensemble Detection and Automated Explanation. <i>Preprint</i>.
    2026. doi:<a href="https://doi.org/10.48550/arXiv.2601.02957">10.48550/arXiv.2601.02957</a>'
  apa: 'Lukassen, F., Weisser, C., Schlee, M., Kumar, M., Thielmann, A., Säfken, B.,
    … Silbersdorff, A. (2026). LLM-Augmented Change Point Detection: A Methodological
    Framework for Ensemble Detection and Automated Explanation. <i>Preprint</i>. <a
    href="https://doi.org/10.48550/arXiv.2601.02957">https://doi.org/10.48550/arXiv.2601.02957</a>'
  bibtex: '@article{Lukassen_Weisser_Schlee_Kumar_Thielmann_Säfken_Kneib_Silbersdorff_2026,
    title={LLM-Augmented Change Point Detection: A Methodological Framework for Ensemble
    Detection and Automated Explanation}, DOI={<a href="https://doi.org/10.48550/arXiv.2601.02957">10.48550/arXiv.2601.02957</a>},
    journal={Preprint}, publisher={Arxiv}, author={Lukassen, Fabian and Weisser, Christoph
    and Schlee, Michael and Kumar, Manish and Thielmann, Anton and Säfken, Benjamin
    and Kneib, Thomas and Silbersdorff, Alexander}, year={2026} }'
  chicago: 'Lukassen, Fabian, Christoph Weisser, Michael Schlee, Manish Kumar, Anton
    Thielmann, Benjamin Säfken, Thomas Kneib, and Alexander Silbersdorff. “LLM-Augmented
    Change Point Detection: A Methodological Framework for Ensemble Detection and
    Automated Explanation.” <i>Preprint</i>, 2026. <a href="https://doi.org/10.48550/arXiv.2601.02957">https://doi.org/10.48550/arXiv.2601.02957</a>.'
  ieee: 'F. Lukassen <i>et al.</i>, “LLM-Augmented Change Point Detection: A Methodological
    Framework for Ensemble Detection and Automated Explanation,” <i>Preprint</i>,
    2026.'
  mla: 'Lukassen, Fabian, et al. “LLM-Augmented Change Point Detection: A Methodological
    Framework for Ensemble Detection and Automated Explanation.” <i>Preprint</i>,
    Arxiv, 2026, doi:<a href="https://doi.org/10.48550/arXiv.2601.02957">10.48550/arXiv.2601.02957</a>.'
  short: F. Lukassen, C. Weisser, M. Schlee, M. Kumar, A. Thielmann, B. Säfken, T.
    Kneib, A. Silbersdorff, Preprint (2026).
date_created: 2026-06-01T14:04:53Z
date_updated: 2026-06-02T13:36:39Z
doi: 10.48550/arXiv.2601.02957
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'LLM-Augmented Change Point Detection: A Methodological Framework for Ensemble
  Detection and Automated Explanation'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6959'
author:
- first_name: Michael
  full_name: Schlee, Michael
  last_name: Schlee
- first_name: Timo
  full_name: Kivimaki, Timo
  last_name: Kivimaki
- first_name: ' Melchizedek'
  full_name: Mashiku,  Melchizedek
  last_name: Mashiku
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498396
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
citation:
  alphadin: '<span style="font-variant:small-caps;">Schlee, Michael</span> ; <span
    style="font-variant:small-caps;">Kivimaki, Timo</span> ; <span style="font-variant:small-caps;">Mashiku,  Melchizedek</span>
    ; <span style="font-variant:small-caps;">Weisser, Christoph</span> ; <span style="font-variant:small-caps;">Säfken,
    Benjamin</span>: LabelFusion: Fusing Large Language Models With Transformer Encoders
    for Robust Financial News Classification. In: <i>Preprint</i>, Arxiv (2026)'
  ama: 'Schlee M, Kivimaki T, Mashiku  Melchizedek, Weisser C, Säfken B. LabelFusion:
    Fusing Large Language Models With Transformer Encoders for Robust Financial News
    Classification. <i>Preprint</i>. 2026. doi:<a href="https://doi.org/10.48550/arXiv.2512.10793">10.48550/arXiv.2512.10793</a>'
  apa: 'Schlee, M., Kivimaki, T., Mashiku,  Melchizedek, Weisser, C., &#38; Säfken,
    B. (2026). LabelFusion: Fusing Large Language Models With Transformer Encoders
    for Robust Financial News Classification. <i>Preprint</i>. <a href="https://doi.org/10.48550/arXiv.2512.10793">https://doi.org/10.48550/arXiv.2512.10793</a>'
  bibtex: '@article{Schlee_Kivimaki_Mashiku_Weisser_Säfken_2026, title={LabelFusion:
    Fusing Large Language Models With Transformer Encoders for Robust Financial News
    Classification}, DOI={<a href="https://doi.org/10.48550/arXiv.2512.10793">10.48550/arXiv.2512.10793</a>},
    journal={Preprint}, publisher={Arxiv}, author={Schlee, Michael and Kivimaki, Timo
    and Mashiku,  Melchizedek and Weisser, Christoph and Säfken, Benjamin}, year={2026}
    }'
  chicago: 'Schlee, Michael, Timo Kivimaki,  Melchizedek Mashiku, Christoph Weisser,
    and Benjamin Säfken. “LabelFusion: Fusing Large Language Models With Transformer
    Encoders for Robust Financial News Classification.” <i>Preprint</i>, 2026. <a
    href="https://doi.org/10.48550/arXiv.2512.10793">https://doi.org/10.48550/arXiv.2512.10793</a>.'
  ieee: 'M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, and B. Säfken,
    “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust
    Financial News Classification,” <i>Preprint</i>, 2026.'
  mla: 'Schlee, Michael, et al. “LabelFusion: Fusing Large Language Models With Transformer
    Encoders for Robust Financial News Classification.” <i>Preprint</i>, Arxiv, 2026,
    doi:<a href="https://doi.org/10.48550/arXiv.2512.10793">10.48550/arXiv.2512.10793</a>.'
  short: M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, B. Säfken, Preprint
    (2026).
date_created: 2026-06-01T14:04:19Z
date_updated: 2026-06-02T13:34:44Z
doi: 10.48550/arXiv.2512.10793
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust
  Financial News Classification'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6958'
author:
- first_name: Manish
  full_name: Kumar, Manish
  last_name: Kumar
- first_name: Anton Frederik
  full_name: Thielmann, Anton Frederik
  last_name: Thielmann
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498143
- first_name: Benjamin
  full_name: Säfken, Benjamin
  last_name: Säfken
citation:
  alphadin: '<span style="font-variant:small-caps;">Kumar, Manish</span> ; <span style="font-variant:small-caps;">Thielmann,
    Anton Frederik</span> ; <span style="font-variant:small-caps;">Weisser, Christoph</span>
    ; <span style="font-variant:small-caps;">Säfken, Benjamin</span>: From Uniform
    to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep
    Learning. In: <i>Preprint</i>, Arxiv (2026)'
  ama: 'Kumar M, Thielmann AF, Weisser C, Säfken B. From Uniform to Learned Knots:
    A Study of Spline-Based Numerical Encodings for Tabular Deep Learning. <i>Preprint</i>.
    2026. doi:<a href="https://doi.org/10.48550/arXiv.2604.05635 ">10.48550/arXiv.2604.05635
    </a>'
  apa: 'Kumar, M., Thielmann, A. F., Weisser, C., &#38; Säfken, B. (2026). From Uniform
    to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep
    Learning. <i>Preprint</i>. <a href="https://doi.org/10.48550/arXiv.2604.05635
    ">https://doi.org/10.48550/arXiv.2604.05635 </a>'
  bibtex: '@article{Kumar_Thielmann_Weisser_Säfken_2026, title={From Uniform to Learned
    Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning},
    DOI={<a href="https://doi.org/10.48550/arXiv.2604.05635 ">10.48550/arXiv.2604.05635
    </a>}, journal={Preprint}, publisher={Arxiv}, author={Kumar, Manish and Thielmann,
    Anton Frederik and Weisser, Christoph and Säfken, Benjamin}, year={2026} }'
  chicago: 'Kumar, Manish, Anton Frederik Thielmann, Christoph Weisser, and Benjamin
    Säfken. “From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings
    for Tabular Deep Learning.” <i>Preprint</i>, 2026. <a href="https://doi.org/10.48550/arXiv.2604.05635
    ">https://doi.org/10.48550/arXiv.2604.05635 </a>.'
  ieee: 'M. Kumar, A. F. Thielmann, C. Weisser, and B. Säfken, “From Uniform to Learned
    Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning,”
    <i>Preprint</i>, 2026.'
  mla: 'Kumar, Manish, et al. “From Uniform to Learned Knots: A Study of Spline-Based
    Numerical Encodings for Tabular Deep Learning.” <i>Preprint</i>, Arxiv, 2026,
    doi:<a href="https://doi.org/10.48550/arXiv.2604.05635 ">10.48550/arXiv.2604.05635
    </a>.'
  short: M. Kumar, A.F. Thielmann, C. Weisser, B. Säfken, Preprint (2026).
date_created: 2026-06-01T14:03:54Z
date_updated: 2026-06-02T13:32:55Z
doi: '10.48550/arXiv.2604.05635 '
language:
- iso: eng
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings
  for Tabular Deep Learning'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6957'
author:
- first_name: Alvaro Paredes
  full_name: Amorin, Alvaro Paredes
  last_name: Amorin
- first_name: Andre
  full_name: Python, Andre
  last_name: Python
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498074
citation:
  alphadin: '<span style="font-variant:small-caps;">Amorin, Alvaro Paredes</span>
    ; <span style="font-variant:small-caps;">Python, Andre</span> ; <span style="font-variant:small-caps;">Weisser,
    Christoph</span>: Not All News Is Equal: Topic- and Event-Conditional Sentiment
    From Finetuned LLMs for Aluminum Price Forecasting. In: <i>Preprint</i>, Arxiv
    (2026)'
  ama: 'Amorin AP, Python A, Weisser C. Not All News Is Equal: Topic- and Event-Conditional
    Sentiment From Finetuned LLMs for Aluminum Price Forecasting. <i>Preprint</i>.
    2026. doi:<a href="https://doi.org/10.48550/arXiv.2603.09085">10.48550/arXiv.2603.09085</a>'
  apa: 'Amorin, A. P., Python, A., &#38; Weisser, C. (2026). Not All News Is Equal:
    Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price
    Forecasting. <i>Preprint</i>. <a href="https://doi.org/10.48550/arXiv.2603.09085">https://doi.org/10.48550/arXiv.2603.09085</a>'
  bibtex: '@article{Amorin_Python_Weisser_2026, title={Not All News Is Equal: Topic-
    and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting},
    DOI={<a href="https://doi.org/10.48550/arXiv.2603.09085">10.48550/arXiv.2603.09085</a>},
    journal={Preprint}, publisher={Arxiv}, author={Amorin, Alvaro Paredes and Python,
    Andre and Weisser, Christoph}, year={2026} }'
  chicago: 'Amorin, Alvaro Paredes, Andre Python, and Christoph Weisser. “Not All
    News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for
    Aluminum Price Forecasting.” <i>Preprint</i>, 2026. <a href="https://doi.org/10.48550/arXiv.2603.09085">https://doi.org/10.48550/arXiv.2603.09085</a>.'
  ieee: 'A. P. Amorin, A. Python, and C. Weisser, “Not All News Is Equal: Topic- and
    Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting,”
    <i>Preprint</i>, 2026.'
  mla: 'Amorin, Alvaro Paredes, et al. “Not All News Is Equal: Topic- and Event-Conditional
    Sentiment From Finetuned LLMs for Aluminum Price Forecasting.” <i>Preprint</i>,
    Arxiv, 2026, doi:<a href="https://doi.org/10.48550/arXiv.2603.09085">10.48550/arXiv.2603.09085</a>.'
  short: A.P. Amorin, A. Python, C. Weisser, Preprint (2026).
date_created: 2026-06-01T14:03:16Z
date_updated: 2026-06-02T13:31:21Z
doi: 10.48550/arXiv.2603.09085
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Preprint
publication_status: published
publisher: Arxiv
status: public
title: 'Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned
  LLMs for Aluminum Price Forecasting'
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6941'
author:
- first_name: Viktor
  full_name: Bezborodov, Viktor
  last_name: Bezborodov
- first_name: Luca
  full_name: Di Persio, Luca
  last_name: Di Persio
- first_name: Martin
  full_name: Friesen, Martin
  last_name: Friesen
- first_name: Peter
  full_name: Kuchling, Peter
  id: '253182'
  last_name: Kuchling
  orcid: 0000-0002-8241-4076
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8241-4076/work/216451948
citation:
  alphadin: '<span style="font-variant:small-caps;">Bezborodov, Viktor</span> ; <span
    style="font-variant:small-caps;">Di Persio, Luca</span> ; <span style="font-variant:small-caps;">Friesen,
    Martin</span> ; <span style="font-variant:small-caps;">Kuchling, Peter</span>:
    Stochastic equations for interacting particle systems with continuous spins. In:
    <i>Annales de l’Institut Henri Poincaré, Probabilités et Statistiques</i> Bd.
    62, Institute of Mathematical Statistics (2026), Nr. 2, S. 1350–1388'
  ama: Bezborodov V, Di Persio L, Friesen M, Kuchling P. Stochastic equations for
    interacting particle systems with continuous spins. <i>Annales de l’Institut Henri
    Poincaré, Probabilités et Statistiques</i>. 2026;62(2):1350-1388. doi:<a href="https://doi.org/10.1214/24-AIHP1537">10.1214/24-AIHP1537</a>
  apa: Bezborodov, V., Di Persio, L., Friesen, M., &#38; Kuchling, P. (2026). Stochastic
    equations for interacting particle systems with continuous spins. <i>Annales de
    l’Institut Henri Poincaré, Probabilités et Statistiques</i>, <i>62</i>(2), 1350–1388.
    <a href="https://doi.org/10.1214/24-AIHP1537">https://doi.org/10.1214/24-AIHP1537</a>
  bibtex: '@article{Bezborodov_Di Persio_Friesen_Kuchling_2026, title={Stochastic
    equations for interacting particle systems with continuous spins}, volume={62},
    DOI={<a href="https://doi.org/10.1214/24-AIHP1537">10.1214/24-AIHP1537</a>}, number={2},
    journal={Annales de l’Institut Henri Poincaré, Probabilités et Statistiques},
    publisher={Institute of Mathematical Statistics}, author={Bezborodov, Viktor and
    Di Persio, Luca and Friesen, Martin and Kuchling, Peter}, year={2026}, pages={1350–1388}
    }'
  chicago: 'Bezborodov, Viktor, Luca Di Persio, Martin Friesen, and Peter Kuchling.
    “Stochastic Equations for Interacting Particle Systems with Continuous Spins.”
    <i>Annales de l’Institut Henri Poincaré, Probabilités et Statistiques</i> 62,
    no. 2 (2026): 1350–88. <a href="https://doi.org/10.1214/24-AIHP1537">https://doi.org/10.1214/24-AIHP1537</a>.'
  ieee: V. Bezborodov, L. Di Persio, M. Friesen, and P. Kuchling, “Stochastic equations
    for interacting particle systems with continuous spins,” <i>Annales de l’Institut
    Henri Poincaré, Probabilités et Statistiques</i>, vol. 62, no. 2, pp. 1350–1388,
    2026.
  mla: Bezborodov, Viktor, et al. “Stochastic Equations for Interacting Particle Systems
    with Continuous Spins.” <i>Annales de l’Institut Henri Poincaré, Probabilités
    et Statistiques</i>, vol. 62, no. 2, Institute of Mathematical Statistics, 2026,
    pp. 1350–88, doi:<a href="https://doi.org/10.1214/24-AIHP1537">10.1214/24-AIHP1537</a>.
  short: V. Bezborodov, L. Di Persio, M. Friesen, P. Kuchling, Annales de l’Institut
    Henri Poincaré, Probabilités et Statistiques 62 (2026) 1350–1388.
date_created: 2026-06-01T11:50:29Z
date_updated: 2026-06-02T05:22:14Z
doi: 10.1214/24-AIHP1537
intvolume: '        62'
issue: '2'
language:
- iso: eng
page: 1350-1388
publication: Annales de l'Institut Henri Poincaré, Probabilités et Statistiques
publication_identifier:
  issn:
  - 0246-0203
publication_status: published
publisher: Institute of Mathematical Statistics
status: public
title: Stochastic equations for interacting particle systems with continuous spins
type: journal_article
user_id: '220548'
volume: 62
year: '2026'
...
---
_id: '6898'
abstract:
- lang: eng
  text: 'The labeling process for supervised learning is costly and time-consuming,
    and is often impractical to scale due to real-world constraints. Active learning
    (AL) addresses this challenge by strategically selecting representative and informative
    data points to reduce labeling efforts. This paper focuses on an AL scenario in
    which only a very limited number of labels can be acquired. We propose an algorithm
    operating in two phases: (1) an exploration phase that prioritizes representative
    and diverse data points using density-driven criteria, and (2) an exploitation
    phase that combines predictive uncertainty with density weighting to select informative
    samples from densely populated regions. This enhances both representativeness
    and informativeness. Our results demonstrate significant improvements in model
    quality compared to other algorithms typically employed for this scenario, across
    various scenarios involving imbalanced data in classification tasks and skewness
    in regression tasks. Through this work, we aim to provide a new algorithm for
    this scenario and investigate general principles for AL. While most AL studies
    focus on either classification or regression, our work applies the algorithms
    to both. Therefore, we can analyze the differences between classification and
    regression problems and their effects on AL strategies. Furthermore, we explore
    different categories of AL criteria and their effectiveness in the low-budget
    regime. These results also provide insight into the cold-start problem, which
    involves selecting an initial labeled set and is faced by many model-based AL
    methods.'
alternative_id:
- '6899'
author:
- first_name: Bjarne
  full_name: Jaster, Bjarne
  id: '252434'
  last_name: Jaster
  orcid: 0000-0002-8362-5369
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
- first_name: Eiram Mahera
  full_name: Sheikh, Eiram Mahera
  last_name: Sheikh
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
- first_name: Wolfram
  full_name: Schenck, Wolfram
  id: '224375'
  last_name: Schenck
  orcid: 0000-0003-3300-2048
citation:
  alphadin: '<span style="font-variant:small-caps;">Jaster, Bjarne</span> ; <span
    style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Sheikh,
    Eiram Mahera</span> ; <span style="font-variant:small-caps;">Kohlhase, Martin</span>
    ; <span style="font-variant:small-caps;">Schenck, Wolfram</span>: Low Query Budget
    Active Learning for Classification and Regression. In: <span style="font-variant:small-caps;">Koprinska,
    I.</span> ; <span style="font-variant:small-caps;">Mendes-Moreira, J.</span> ;
    <span style="font-variant:small-caps;">Branco, P.</span> (Hrsg.): <i>Machine Learning
    and Principles and Practice of Knowledge Discovery in Databases. International
    Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected
    Papers, Part IV</i>, <i>Communications in Computer and Information Science</i>.
    Cham : Springer Nature Switzerland, 2026, S. 5–21'
  ama: 'Jaster B, Tharwat A, Sheikh EM, Kohlhase M, Schenck W. Low Query Budget Active
    Learning for Classification and Regression. In: Koprinska I, Mendes-Moreira J,
    Branco P, eds. <i>Machine Learning and Principles and Practice of Knowledge Discovery
    in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September
    15–19, 2025, Revised Selected Papers, Part IV</i>. Communications in Computer
    and Information Science. Cham: Springer Nature Switzerland; 2026:5-21. doi:<a
    href="https://doi.org/10.1007/978-3-032-19105-2_1">10.1007/978-3-032-19105-2_1</a>'
  apa: 'Jaster, B., Tharwat, A., Sheikh, E. M., Kohlhase, M., &#38; Schenck, W. (2026).
    Low Query Budget Active Learning for Classification and Regression. In I. Koprinska,
    J. Mendes-Moreira, &#38; P. Branco (Eds.), <i>Machine Learning and Principles
    and Practice of Knowledge Discovery in Databases. International Workshops of ECML
    PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part
    IV</i> (pp. 5–21). Cham: Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-032-19105-2_1">https://doi.org/10.1007/978-3-032-19105-2_1</a>'
  bibtex: '@inproceedings{Jaster_Tharwat_Sheikh_Kohlhase_Schenck_2026, place={Cham},
    series={Communications in Computer and Information Science}, title={Low Query
    Budget Active Learning for Classification and Regression}, DOI={<a href="https://doi.org/10.1007/978-3-032-19105-2_1">10.1007/978-3-032-19105-2_1</a>},
    booktitle={Machine Learning and Principles and Practice of Knowledge Discovery
    in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September
    15–19, 2025, Revised Selected Papers, Part IV}, publisher={Springer Nature Switzerland},
    author={Jaster, Bjarne and Tharwat, Alaa and Sheikh, Eiram Mahera and Kohlhase,
    Martin and Schenck, Wolfram}, editor={Koprinska, Irena and Mendes-Moreira, João
    and Branco, PaulaEditors}, year={2026}, pages={5–21}, collection={Communications
    in Computer and Information Science} }'
  chicago: 'Jaster, Bjarne, Alaa Tharwat, Eiram Mahera Sheikh, Martin Kohlhase, and
    Wolfram Schenck. “Low Query Budget Active Learning for Classification and Regression.”
    In <i>Machine Learning and Principles and Practice of Knowledge Discovery in Databases.
    International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025,
    Revised Selected Papers, Part IV</i>, edited by Irena Koprinska, João Mendes-Moreira,
    and Paula Branco, 5–21. Communications in Computer and Information Science. Cham:
    Springer Nature Switzerland, 2026. <a href="https://doi.org/10.1007/978-3-032-19105-2_1">https://doi.org/10.1007/978-3-032-19105-2_1</a>.'
  ieee: B. Jaster, A. Tharwat, E. M. Sheikh, M. Kohlhase, and W. Schenck, “Low Query
    Budget Active Learning for Classification and Regression,” in <i>Machine Learning
    and Principles and Practice of Knowledge Discovery in Databases. International
    Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected
    Papers, Part IV</i>, Porto, Portugal, 2026, pp. 5–21.
  mla: Jaster, Bjarne, et al. “Low Query Budget Active Learning for Classification
    and Regression.” <i>Machine Learning and Principles and Practice of Knowledge
    Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal,
    September 15–19, 2025, Revised Selected Papers, Part IV</i>, edited by Irena Koprinska
    et al., Springer Nature Switzerland, 2026, pp. 5–21, doi:<a href="https://doi.org/10.1007/978-3-032-19105-2_1">10.1007/978-3-032-19105-2_1</a>.
  short: 'B. Jaster, A. Tharwat, E.M. Sheikh, M. Kohlhase, W. Schenck, in: I. Koprinska,
    J. Mendes-Moreira, P. Branco (Eds.), Machine Learning and Principles and Practice
    of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025,
    Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV, Springer
    Nature Switzerland, Cham, 2026, pp. 5–21.'
conference:
  end_date: 2025-09-19
  location: Porto, Portugal
  name: ECML PKDD 2025
  start_date: 2025-09-15
date_created: 2026-05-10T07:55:29Z
date_updated: 2026-06-01T15:18:27Z
doi: 10.1007/978-3-032-19105-2_1
editor:
- first_name: Irena
  full_name: Koprinska, Irena
  last_name: Koprinska
- first_name: João
  full_name: Mendes-Moreira, João
  last_name: Mendes-Moreira
- first_name: Paula
  full_name: Branco, Paula
  last_name: Branco
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://rdcu.be/fh03T
oa: '1'
page: 5-21
place: Cham
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: Machine Learning and Principles and Practice of Knowledge Discovery in
  Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September
  15–19, 2025, Revised Selected Papers, Part IV
publication_identifier:
  eisbn:
  - 978-3-032-19105-2
  eissn:
  - 1865-0937
  isbn:
  - 978-3-032-19104-5
  issn:
  - 1865-0929
publication_status: published
publisher: Springer Nature Switzerland
series_title: Communications in Computer and Information Science
status: public
title: Low Query Budget Active Learning for Classification and Regression
type: conference
user_id: '226669'
year: '2026'
...
---
_id: '6655'
article_number: '114295'
author:
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
- first_name: Bjarne
  full_name: Jaster, Bjarne
  id: '252434'
  last_name: Jaster
  orcid: 0000-0002-8362-5369
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8362-5369/work/207108820
- first_name: Wolfram
  full_name: Schenck, Wolfram
  id: '224375'
  last_name: Schenck
  orcid: 0000-0003-3300-2048
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-3300-2048/work/207108821
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/207108822
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Jaster,
    Bjarne</span> ; <span style="font-variant:small-caps;">Schenck, Wolfram</span>
    ; <span style="font-variant:small-caps;">Kohlhase, Martin</span>: Active learning
    evaluation metrics for classification and regression frameworks. In: <i>Engineering
    Applications of Artificial Intelligence</i> Bd. 171, Elsevier BV (2026)'
  ama: Tharwat A, Jaster B, Schenck W, Kohlhase M. Active learning evaluation metrics
    for classification and regression frameworks. <i>Engineering Applications of Artificial
    Intelligence</i>. 2026;171. doi:<a href="https://doi.org/10.1016/j.engappai.2026.114295">10.1016/j.engappai.2026.114295</a>
  apa: Tharwat, A., Jaster, B., Schenck, W., &#38; Kohlhase, M. (2026). Active learning
    evaluation metrics for classification and regression frameworks. <i>Engineering
    Applications of Artificial Intelligence</i>, <i>171</i>. <a href="https://doi.org/10.1016/j.engappai.2026.114295">https://doi.org/10.1016/j.engappai.2026.114295</a>
  bibtex: '@article{Tharwat_Jaster_Schenck_Kohlhase_2026, title={Active learning evaluation
    metrics for classification and regression frameworks}, volume={171}, DOI={<a href="https://doi.org/10.1016/j.engappai.2026.114295">10.1016/j.engappai.2026.114295</a>},
    number={114295}, journal={Engineering Applications of Artificial Intelligence},
    publisher={Elsevier BV}, author={Tharwat, Alaa and Jaster, Bjarne and Schenck,
    Wolfram and Kohlhase, Martin}, year={2026} }'
  chicago: Tharwat, Alaa, Bjarne Jaster, Wolfram Schenck, and Martin Kohlhase. “Active
    Learning Evaluation Metrics for Classification and Regression Frameworks.” <i>Engineering
    Applications of Artificial Intelligence</i> 171 (2026). <a href="https://doi.org/10.1016/j.engappai.2026.114295">https://doi.org/10.1016/j.engappai.2026.114295</a>.
  ieee: A. Tharwat, B. Jaster, W. Schenck, and M. Kohlhase, “Active learning evaluation
    metrics for classification and regression frameworks,” <i>Engineering Applications
    of Artificial Intelligence</i>, vol. 171, 2026.
  mla: Tharwat, Alaa, et al. “Active Learning Evaluation Metrics for Classification
    and Regression Frameworks.” <i>Engineering Applications of Artificial Intelligence</i>,
    vol. 171, 114295, Elsevier BV, 2026, doi:<a href="https://doi.org/10.1016/j.engappai.2026.114295">10.1016/j.engappai.2026.114295</a>.
  short: A. Tharwat, B. Jaster, W. Schenck, M. Kohlhase, Engineering Applications
    of Artificial Intelligence 171 (2026).
date_created: 2026-02-27T10:10:55Z
date_updated: 2026-06-01T15:11:58Z
doi: 10.1016/j.engappai.2026.114295
intvolume: '       171'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.engappai.2026.114295
oa: '1'
project:
- _id: f432a2ee-bceb-11ed-a251-a83585c5074d
  name: Institute for Data Science Solutions
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: Engineering Applications of Artificial Intelligence
publication_identifier:
  issn:
  - '09521976'
publication_status: published
publisher: Elsevier BV
status: public
title: Active learning evaluation metrics for classification and regression frameworks
type: journal_article
user_id: '226669'
volume: 171
year: '2026'
...
---
_id: '6939'
article_type: original
author:
- first_name: Amelie Florentine
  full_name: Schmidt, Amelie Florentine
  last_name: Schmidt
- first_name: Dorothee
  full_name: Meyer, Dorothee
  last_name: Meyer
- first_name: Lisa-Marie
  full_name: Rau, Lisa-Marie
  last_name: Rau
- first_name: Gerrit
  full_name: Hirschfeld, Gerrit
  id: '234690'
  last_name: Hirschfeld
  orcid: 0000-0003-2143-4564
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-2143-4564/work/216243804
- first_name: Michael
  full_name: Frosch, Michael
  last_name: Frosch
- first_name: Michael C.
  full_name: Frühwald, Michael C.
  last_name: Frühwald
- first_name: Rosemarie
  full_name: Ahnert, Rosemarie
  last_name: Ahnert
- first_name: Lea
  full_name: Höfel, Lea
  last_name: Höfel
- first_name: Magdalena
  full_name: Storf, Magdalena
  last_name: Storf
- first_name: Markus
  full_name: Blankenburg, Markus
  last_name: Blankenburg
- first_name: Kerstin
  full_name: Steinert, Kerstin
  last_name: Steinert
- first_name: Udo
  full_name: Schneider, Udo
  last_name: Schneider
- first_name: Ursula
  full_name: Marschall, Ursula
  last_name: Marschall
- first_name: Julia
  full_name: Wager, Julia
  last_name: Wager
- first_name: Boris
  full_name: Zernikow, Boris
  last_name: Zernikow
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Schmidt,
    Amelie Florentine</span> ; <span style="font-variant:small-caps;">Meyer, Dorothee</span>
    ; <span style="font-variant:small-caps;">Rau, Lisa-Marie</span> ; <span style="font-variant:small-caps;">Hirschfeld,
    Gerrit</span> ; <span style="font-variant:small-caps;">Frosch, Michael</span>
    ; <span style="font-variant:small-caps;">Frühwald, Michael C.</span> ; <span style="font-variant:small-caps;">Ahnert,
    Rosemarie</span> ; <span style="font-variant:small-caps;">Höfel, Lea</span> ;
    u. a.</span>: Clinical effectiveness of different feedback intensities in a pain
    management app - A multicenter randomized controlled trial with youths with chronic
    pain and their caregivers. In: <i>Psychotherapy and Psychosomatics</i>, S. Karger
    AG (2026), S. 1–25'
  ama: Schmidt AF, Meyer D, Rau L-M, et al. Clinical effectiveness of different feedback
    intensities in a pain management app - A multicenter randomized controlled trial
    with youths with chronic pain and their caregivers. <i>Psychotherapy and Psychosomatics</i>.
    2026:1-25. doi:<a href="https://doi.org/10.1159/000551681">10.1159/000551681</a>
  apa: Schmidt, A. F., Meyer, D., Rau, L.-M., Hirschfeld, G., Frosch, M., Frühwald,
    M. C., … Zernikow, B. (2026). Clinical effectiveness of different feedback intensities
    in a pain management app - A multicenter randomized controlled trial with youths
    with chronic pain and their caregivers. <i>Psychotherapy and Psychosomatics</i>,
    1–25. <a href="https://doi.org/10.1159/000551681">https://doi.org/10.1159/000551681</a>
  bibtex: '@article{Schmidt_Meyer_Rau_Hirschfeld_Frosch_Frühwald_Ahnert_Höfel_Storf_Blankenburg_et
    al._2026, title={Clinical effectiveness of different feedback intensities in a
    pain management app - A multicenter randomized controlled trial with youths with
    chronic pain and their caregivers}, DOI={<a href="https://doi.org/10.1159/000551681">10.1159/000551681</a>},
    journal={Psychotherapy and Psychosomatics}, publisher={S. Karger AG}, author={Schmidt,
    Amelie Florentine and Meyer, Dorothee and Rau, Lisa-Marie and Hirschfeld, Gerrit
    and Frosch, Michael and Frühwald, Michael C. and Ahnert, Rosemarie and Höfel,
    Lea and Storf, Magdalena and Blankenburg, Markus and et al.}, year={2026}, pages={1–25}
    }'
  chicago: Schmidt, Amelie Florentine, Dorothee Meyer, Lisa-Marie Rau, Gerrit Hirschfeld,
    Michael Frosch, Michael C. Frühwald, Rosemarie Ahnert, et al. “Clinical Effectiveness
    of Different Feedback Intensities in a Pain Management App - A Multicenter Randomized
    Controlled Trial with Youths with Chronic Pain and Their Caregivers.” <i>Psychotherapy
    and Psychosomatics</i>, 2026, 1–25. <a href="https://doi.org/10.1159/000551681">https://doi.org/10.1159/000551681</a>.
  ieee: A. F. Schmidt <i>et al.</i>, “Clinical effectiveness of different feedback
    intensities in a pain management app - A multicenter randomized controlled trial
    with youths with chronic pain and their caregivers,” <i>Psychotherapy and Psychosomatics</i>,
    pp. 1–25, 2026.
  mla: Schmidt, Amelie Florentine, et al. “Clinical Effectiveness of Different Feedback
    Intensities in a Pain Management App - A Multicenter Randomized Controlled Trial
    with Youths with Chronic Pain and Their Caregivers.” <i>Psychotherapy and Psychosomatics</i>,
    S. Karger AG, 2026, pp. 1–25, doi:<a href="https://doi.org/10.1159/000551681">10.1159/000551681</a>.
  short: A.F. Schmidt, D. Meyer, L.-M. Rau, G. Hirschfeld, M. Frosch, M.C. Frühwald,
    R. Ahnert, L. Höfel, M. Storf, M. Blankenburg, K. Steinert, U. Schneider, U. Marschall,
    J. Wager, B. Zernikow, Psychotherapy and Psychosomatics (2026) 1–25.
date_created: 2026-05-30T20:47:48Z
date_updated: 2026-06-01T10:03:42Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.1159/000551681
language:
- iso: eng
page: 1-25
publication: Psychotherapy and Psychosomatics
publication_identifier:
  eissn:
  - 1423-0348
  issn:
  - 0033-3190
publication_status: published
publisher: S. Karger AG
quality_controlled: '1'
status: public
title: Clinical effectiveness of different feedback intensities in a pain management
  app - A multicenter randomized controlled trial with youths with chronic pain and
  their caregivers
type: journal_article
user_id: '220548'
year: '2026'
...
---
_id: '6940'
abstract:
- lang: eng
  text: "Background: Functional abdominal pain (FAP) is a severely debilitating condition
    affecting approximately 11.7% of children and adolescents worldwide, often persisting
    into adulthood and significantly restricting daily life. Health literacy is essential
    for treatment success. To improve knowledge about the biopsychosocial factors
    influencing FAP and support its management, we developed an educational multimedia
    website (https://meine-bauchstelle.com).\r\nMethods: In a multicenter randomised
    controlled trial (RCT), patients with FAP (N = 166, age 5–17 years, M = 10.8,
    SD = 3.31; 53.6% female) and their parents were randomly assigned to an intervention
    group (IG: access to the website before the first measurement) or a control group
    (CG: no access to the website during data collection). The primary outcome was
    health literacy (knowledge and health behaviour) and secondary outcomes were abdominal
    pain symptoms and the physician-patient/parent interactions. Group differences
    were analysed using t-tests and multilevel models.\r\nResults: Patients in the
    IG who visited the website demonstrated significantly higher initial knowledge
    scores compared to the CG. Moreover, they reported significantly less pain-related
    disability across three assessments over 3 months. Parents who visited the website
    rated the physician-parent interaction significantly more positively than those
    in the CG.\r\nConclusions: The educational website efficiently increased patient
    knowledge about FAP and improved certain pain-related behaviours. It serves as
    an effective tool in conveying information about FAP in clinical practice. Future
    applications could extend to preventive measures in schools and other settings.\r\nSignificance
    Statement: The educational website about functional abdominal pain is effective
    in transferring knowledge, reducing pain-related disability, and improving physician-parent
    interactions. It can support physicians in day-to-day clinical practice by referring
    patients to the website for further information and might be extended as a preventive
    measure in schools."
author:
- first_name: Verena
  full_name: Neß, Verena
  last_name: Neß
- first_name: Clarissa
  full_name: Humberg, Clarissa
  last_name: Humberg
- first_name: Lisa‐Marie
  full_name: Rau, Lisa‐Marie
  last_name: Rau
- first_name: Leandra
  full_name: Eidt, Leandra
  last_name: Eidt
- first_name: Thomas
  full_name: Berger, Thomas
  last_name: Berger
- first_name: Martin
  full_name: Claßen, Martin
  last_name: Claßen
- first_name: Nils Christian
  full_name: Syring, Nils Christian
  last_name: Syring
- first_name: Jens
  full_name: Berrang, Jens
  last_name: Berrang
- first_name: Christine
  full_name: Vietor, Christine
  last_name: Vietor
- first_name: Stephan
  full_name: Buderus, Stephan
  last_name: Buderus
- first_name: Gerrit
  full_name: Hirschfeld, Gerrit
  id: '234690'
  last_name: Hirschfeld
  orcid: 0000-0003-2143-4564
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-2143-4564/work/216243801
- first_name: Christina
  full_name: Becker‐Emden, Christina
  last_name: Becker‐Emden
- first_name: Julia
  full_name: Wager, Julia
  last_name: Wager
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Neß,
    Verena</span> ; <span style="font-variant:small-caps;">Humberg, Clarissa</span>
    ; <span style="font-variant:small-caps;">Rau, Lisa‐Marie</span> ; <span style="font-variant:small-caps;">Eidt,
    Leandra</span> ; <span style="font-variant:small-caps;">Berger, Thomas</span>
    ; <span style="font-variant:small-caps;">Claßen, Martin</span> ; <span style="font-variant:small-caps;">Syring,
    Nils Christian</span> ; <span style="font-variant:small-caps;">Berrang, Jens</span>
    ; u. a.</span>: A Randomised Controlled Trial Testing the Efficacy of an Educational
    Website About Functional Abdominal Pain for Children and Adolescents. In: <i>European
    Journal of Pain</i> Bd. 30, Wiley (2026), Nr. 3'
  ama: Neß V, Humberg C, Rau L, et al. A Randomised Controlled Trial Testing the Efficacy
    of an Educational Website About Functional Abdominal Pain for Children and Adolescents.
    <i>European Journal of Pain</i>. 2026;30(3). doi:<a href="https://doi.org/10.1002/ejp.70249">10.1002/ejp.70249</a>
  apa: Neß, V., Humberg, C., Rau, L., Eidt, L., Berger, T., Claßen, M., … Wager, J.
    (2026). A Randomised Controlled Trial Testing the Efficacy of an Educational Website
    About Functional Abdominal Pain for Children and Adolescents. <i>European Journal
    of Pain</i>, <i>30</i>(3). <a href="https://doi.org/10.1002/ejp.70249">https://doi.org/10.1002/ejp.70249</a>
  bibtex: '@article{Neß_Humberg_Rau_Eidt_Berger_Claßen_Syring_Berrang_Vietor_Buderus_et
    al._2026, title={A Randomised Controlled Trial Testing the Efficacy of an Educational
    Website About Functional Abdominal Pain for Children and Adolescents}, volume={30},
    DOI={<a href="https://doi.org/10.1002/ejp.70249">10.1002/ejp.70249</a>}, number={3},
    journal={European Journal of Pain}, publisher={Wiley}, author={Neß, Verena and
    Humberg, Clarissa and Rau, Lisa‐Marie and Eidt, Leandra and Berger, Thomas and
    Claßen, Martin and Syring, Nils Christian and Berrang, Jens and Vietor, Christine
    and Buderus, Stephan and et al.}, year={2026} }'
  chicago: Neß, Verena, Clarissa Humberg, Lisa‐Marie Rau, Leandra Eidt, Thomas Berger,
    Martin Claßen, Nils Christian Syring, et al. “A Randomised Controlled Trial Testing
    the Efficacy of an Educational Website About Functional Abdominal Pain for Children
    and Adolescents.” <i>European Journal of Pain</i> 30, no. 3 (2026). <a href="https://doi.org/10.1002/ejp.70249">https://doi.org/10.1002/ejp.70249</a>.
  ieee: V. Neß <i>et al.</i>, “A Randomised Controlled Trial Testing the Efficacy
    of an Educational Website About Functional Abdominal Pain for Children and Adolescents,”
    <i>European Journal of Pain</i>, vol. 30, no. 3, 2026.
  mla: Neß, Verena, et al. “A Randomised Controlled Trial Testing the Efficacy of
    an Educational Website About Functional Abdominal Pain for Children and Adolescents.”
    <i>European Journal of Pain</i>, vol. 30, no. 3, Wiley, 2026, doi:<a href="https://doi.org/10.1002/ejp.70249">10.1002/ejp.70249</a>.
  short: V. Neß, C. Humberg, L. Rau, L. Eidt, T. Berger, M. Claßen, N.C. Syring, J.
    Berrang, C. Vietor, S. Buderus, G. Hirschfeld, C. Becker‐Emden, J. Wager, European
    Journal of Pain 30 (2026).
date_created: 2026-05-30T20:49:12Z
date_updated: 2026-06-01T10:00:15Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.1002/ejp.70249
intvolume: '        30'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: European Journal of Pain
publication_identifier:
  eissn:
  - 1532-2149
  issn:
  - 1090-3801
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: A Randomised Controlled Trial Testing the Efficacy of an Educational Website
  About Functional Abdominal Pain for Children and Adolescents
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: '220548'
volume: 30
year: '2026'
...
---
_id: '6938'
abstract:
- lang: eng
  text: "                    Background - \r\n                    Cognitive behavioral
    therapy (CBT) is one of the most widely established treatments for mental disorders
    in children and adolescents and is empirically supported across a wide range of
    disorders, including evidence from routine care. However, evidence on long-term
    maintenance of effects in routine outpatient care is still limited, particularly
    across diagnostic groups. This study examines the long-term, cross-diagnostic
    effectiveness of CBT in children and adolescents treated under routine outpatient
    care conditions.\r\n                  <br />\r\n                    Methods -
    \r\n                    Analyses are based on pre-existing routine outcome monitoring
    data from 1225 patients (mean age = 14.00 years, SD = 3.24) receiving CBT, collected
    between 2017 and 2025. Symptoms were assessed using the parent- and patient-reported
    Strengths and Difficulties Questionnaire (SDQ) at pre-treatment, post-treatment
    and at 6-, 12- and 24-month follow-ups. Additional self-rated treatment-success
    ratings were collected at follow-up (covering expectations fulfilled, perceived
    helpfulness, problem recurrence and perceived change). Effectiveness was described
    using group means as well as clinical significance. Pre- to post- and pre- to
    follow-up changes were analysed using paired Wilcoxon signed-rank tests. Associations
    between follow-up SDQ scores and self-rated treatment success were examined using
    partial Spearman correlations controlling for baseline SDQ.\r\n                  <br
    />\r\n                    Results - \r\n                    \r\n                      Across
    both parent- and patient-reported SDQ assessments, total difficulties and problem
    subscales showed significant improvements from pre- to post-treatment and from
    pre-treatment to all follow-up time points. Effect sizes were consistently moderate-to-large\r\n
    \                     (\r\n                      r_rb = 0.59–0.77), with sustained
    effects up to 24 months. Higher follow-up SDQ difficulties were associated with
    lower self-rated treatment success across multiple follow-up ratings, with strongest
    associations observed for problem recurrence and change compared to before treatment.
    Sensitivity analyses restricted to participants in the clinical range at baseline
    (SDQ ≥ 17) yielded consistent results.\r\n                    \r\n                  <br
    />\r\n                    Conclusions - \r\n                    Routine outpatient
    CBT for children and adolescents was associated with meaningful symptom improvements
    that persisted up to two years after treatment. Clinically significant change
    analyses indicated that while many patients showed reliable improvement, a substantial
    proportion remained classified as unchanged according to conservative criteria.
    Subjective follow-up ratings were consistent with standardized symptom outcomes,
    supporting the perceived durability of treatment success under routine care conditions
    in a diagnostically heterogeneous sample.\r\n                  "
article_number: '663'
article_type: original
author:
- first_name: Matthis Michael
  full_name: Hüwelmeier, Matthis Michael
  last_name: Hüwelmeier
- first_name: Lena
  full_name: Staniczek, Lena
  last_name: Staniczek
- first_name: Silvia
  full_name: Schneider, Silvia
  last_name: Schneider
- first_name: Xiao Chi
  full_name: Zhang, Xiao Chi
  last_name: Zhang
- first_name: André
  full_name: Wannemüller, André
  last_name: Wannemüller
- first_name: Gerrit
  full_name: Hirschfeld, Gerrit
  id: '234690'
  last_name: Hirschfeld
  orcid: 0000-0003-2143-4564
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-2143-4564/work/216243758
- first_name: Karen
  full_name: Krause, Karen
  last_name: Krause
- first_name: Sören
  full_name: Friedrich, Sören
  last_name: Friedrich
- first_name: Ruth
  full_name: von Brachel, Ruth
  last_name: von Brachel
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Hüwelmeier,
    Matthis Michael</span> ; <span style="font-variant:small-caps;">Staniczek, Lena</span>
    ; <span style="font-variant:small-caps;">Schneider, Silvia</span> ; <span style="font-variant:small-caps;">Zhang,
    Xiao Chi</span> ; <span style="font-variant:small-caps;">Wannemüller, André</span>
    ; <span style="font-variant:small-caps;">Hirschfeld, Gerrit</span> ; <span style="font-variant:small-caps;">Krause,
    Karen</span> ; <span style="font-variant:small-caps;">Friedrich, Sören</span>
    ; u. a.</span>: Long-term effectiveness of cognitive behavioral therapy (CBT)
    for children and adolescents in routine care. In: <i>BMC Psychology</i> Bd. 14,
    Springer Science and Business Media LLC (2026), Nr. 1'
  ama: Hüwelmeier MM, Staniczek L, Schneider S, et al. Long-term effectiveness of
    cognitive behavioral therapy (CBT) for children and adolescents in routine care.
    <i>BMC Psychology</i>. 2026;14(1). doi:<a href="https://doi.org/10.1186/s40359-026-04667-3">10.1186/s40359-026-04667-3</a>
  apa: Hüwelmeier, M. M., Staniczek, L., Schneider, S., Zhang, X. C., Wannemüller,
    A., Hirschfeld, G., … von Brachel, R. (2026). Long-term effectiveness of cognitive
    behavioral therapy (CBT) for children and adolescents in routine care. <i>BMC
    Psychology</i>, <i>14</i>(1). <a href="https://doi.org/10.1186/s40359-026-04667-3">https://doi.org/10.1186/s40359-026-04667-3</a>
  bibtex: '@article{Hüwelmeier_Staniczek_Schneider_Zhang_Wannemüller_Hirschfeld_Krause_Friedrich_von
    Brachel_2026, title={Long-term effectiveness of cognitive behavioral therapy (CBT)
    for children and adolescents in routine care}, volume={14}, DOI={<a href="https://doi.org/10.1186/s40359-026-04667-3">10.1186/s40359-026-04667-3</a>},
    number={1663}, journal={BMC Psychology}, publisher={Springer Science and Business
    Media LLC}, author={Hüwelmeier, Matthis Michael and Staniczek, Lena and Schneider,
    Silvia and Zhang, Xiao Chi and Wannemüller, André and Hirschfeld, Gerrit and Krause,
    Karen and Friedrich, Sören and von Brachel, Ruth}, year={2026} }'
  chicago: Hüwelmeier, Matthis Michael, Lena Staniczek, Silvia Schneider, Xiao Chi
    Zhang, André Wannemüller, Gerrit Hirschfeld, Karen Krause, Sören Friedrich, and
    Ruth von Brachel. “Long-Term Effectiveness of Cognitive Behavioral Therapy (CBT)
    for Children and Adolescents in Routine Care.” <i>BMC Psychology</i> 14, no. 1
    (2026). <a href="https://doi.org/10.1186/s40359-026-04667-3">https://doi.org/10.1186/s40359-026-04667-3</a>.
  ieee: M. M. Hüwelmeier <i>et al.</i>, “Long-term effectiveness of cognitive behavioral
    therapy (CBT) for children and adolescents in routine care,” <i>BMC Psychology</i>,
    vol. 14, no. 1, 2026.
  mla: Hüwelmeier, Matthis Michael, et al. “Long-Term Effectiveness of Cognitive Behavioral
    Therapy (CBT) for Children and Adolescents in Routine Care.” <i>BMC Psychology</i>,
    vol. 14, no. 1, 663, Springer Science and Business Media LLC, 2026, doi:<a href="https://doi.org/10.1186/s40359-026-04667-3">10.1186/s40359-026-04667-3</a>.
  short: M.M. Hüwelmeier, L. Staniczek, S. Schneider, X.C. Zhang, A. Wannemüller,
    G. Hirschfeld, K. Krause, S. Friedrich, R. von Brachel, BMC Psychology 14 (2026).
date_created: 2026-05-30T20:46:26Z
date_updated: 2026-06-01T09:56:53Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
doi: 10.1186/s40359-026-04667-3
intvolume: '        14'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: BMC Psychology
publication_identifier:
  eissn:
  - 2050-7283
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
status: public
title: Long-term effectiveness of cognitive behavioral therapy (CBT) for children
  and adolescents in routine care
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: '220548'
volume: 14
year: '2026'
...
---
_id: '6928'
alternative_id:
- '6930'
author:
- first_name: Philipp
  full_name: Korte, Philipp
  id: '214999'
  last_name: Korte
  orcid: 0009-0009-2253-2757
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0009-2253-2757/work/216098734
citation:
  alphadin: '<span style="font-variant:small-caps;">Korte, Philipp</span>: Leading
    across time zones: a strategic framework for leading virtual teams in global organizations.
    In: <i>Strategy &#38; Leadership</i>, emerald insight (2026), S. 1–32'
  ama: 'Korte P. Leading across time zones: a strategic framework for leading virtual
    teams in global organizations. <i>Strategy &#38; Leadership</i>. 2026:1-32. doi:<a
    href="https://doi.org/10.1108/SL-10-2025-0354">10.1108/SL-10-2025-0354</a>'
  apa: 'Korte, P. (2026). Leading across time zones: a strategic framework for leading
    virtual teams in global organizations. <i>Strategy &#38; Leadership</i>, 1–32.
    <a href="https://doi.org/10.1108/SL-10-2025-0354">https://doi.org/10.1108/SL-10-2025-0354</a>'
  bibtex: '@article{Korte_2026, title={Leading across time zones: a strategic framework
    for leading virtual teams in global organizations}, DOI={<a href="https://doi.org/10.1108/SL-10-2025-0354">10.1108/SL-10-2025-0354</a>},
    journal={Strategy &#38; Leadership}, publisher={emerald insight}, author={Korte,
    Philipp}, year={2026}, pages={1–32} }'
  chicago: 'Korte, Philipp. “Leading across Time Zones: A Strategic Framework for
    Leading Virtual Teams in Global Organizations.” <i>Strategy &#38; Leadership</i>,
    2026, 1–32. <a href="https://doi.org/10.1108/SL-10-2025-0354">https://doi.org/10.1108/SL-10-2025-0354</a>.'
  ieee: 'P. Korte, “Leading across time zones: a strategic framework for leading virtual
    teams in global organizations,” <i>Strategy &#38; Leadership</i>, pp. 1–32, 2026.'
  mla: 'Korte, Philipp. “Leading across Time Zones: A Strategic Framework for Leading
    Virtual Teams in Global Organizations.” <i>Strategy &#38; Leadership</i>, emerald
    insight, 2026, pp. 1–32, doi:<a href="https://doi.org/10.1108/SL-10-2025-0354">10.1108/SL-10-2025-0354</a>.'
  short: P. Korte, Strategy &#38; Leadership (2026) 1–32.
date_created: 2026-05-29T07:33:44Z
date_updated: 2026-05-29T08:03:15Z
doi: 10.1108/SL-10-2025-0354
language:
- iso: eng
page: 1-32
publication: Strategy & Leadership
publication_identifier:
  eissn:
  - 1758-9568
  issn:
  - 1087-8572
publication_status: published
publisher: emerald insight
quality_controlled: '1'
status: public
title: 'Leading across time zones: a strategic framework for leading virtual teams
  in global organizations'
type: journal_article
user_id: '220548'
year: '2026'
...