---
_id: '65182'
abstract:
- lang: eng
text: The aggregation of rating metrics in reputation systems is crucial
for mitigating information overload by condensing customer rating distributions
into singular valence scores. While platforms typically employ technical aggregation
functions, such as the arithmetic mean to capture product quality, it remains
unclear whether these functions align with customers' innate aggregation patterns.
To address this knowledge gap, we designed a controlled economic decision experiment
to elicit customers' aggregation principles by analyzing their product ranking
decisions and contrasting these with various reference functions. Our findings
indicate that, on average, customers aggregate rating information in accordance
with the arithmetic mean. However, a granular analysis at the individual level
reveals significant heterogeneity in aggregation behavior, with a substantial
cluster exhibiting binary patterns that focus equally on negative (1-2 star) and
positive (4-5 star) ratings. Additional clusters concentrate on negative feedback,
particularly 1-star ratings or 1-2 star ratings collectively. Notably, these inherent
aggregation patterns exhibit stability across variations in numerical information
presentation and are not significantly influenced by individual characteristics,
such as online shopping experience, risk attitudes, or demographics. These findings
suggest that while the arithmetic mean captures average consumer behavior, platforms
could benefit from offering customizable aggregation options to better cater to
diverse user preferences for processing rating distributions. By doing so, platforms
can enhance the effectiveness of their reputation systems and improve the overall
quality of decision-making for consumers.
author:
- first_name: Dirk
full_name: van Straaten, Dirk
id: '10311'
last_name: van Straaten
- first_name: Behnud
full_name: Mir Djawadi, Behnud
id: '26032'
last_name: Mir Djawadi
orcid: 0000-0002-6271-5912
- first_name: Vitalik
full_name: Melnikov, Vitalik
id: '58747'
last_name: Melnikov
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
- first_name: René
full_name: Fahr, René
id: '111'
last_name: Fahr
citation:
ama: van Straaten D, Mir Djawadi B, Melnikov V, Hüllermeier E, Fahr R. Aggregation
Processes in Customer Rating Systems - Insights from an Economic Decision Experiment.
SSRN Electronic Journal. Published online 2026. doi:http://dx.doi.org/10.2139/ssrn.6201258
apa: van Straaten, D., Mir Djawadi, B., Melnikov, V., Hüllermeier, E., & Fahr,
R. (2026). Aggregation Processes in Customer Rating Systems - Insights from an
Economic Decision Experiment. SSRN Electronic Journal. http://dx.doi.org/10.2139/ssrn.6201258
bibtex: '@article{van Straaten_Mir Djawadi_Melnikov_Hüllermeier_Fahr_2026, title={Aggregation
Processes in Customer Rating Systems - Insights from an Economic Decision Experiment},
DOI={http://dx.doi.org/10.2139/ssrn.6201258},
journal={SSRN Electronic Journal}, publisher={Elsevier BV}, author={van Straaten,
Dirk and Mir Djawadi, Behnud and Melnikov, Vitalik and Hüllermeier, Eyke and Fahr,
René}, year={2026} }'
chicago: Straaten, Dirk van, Behnud Mir Djawadi, Vitalik Melnikov, Eyke Hüllermeier,
and René Fahr. “Aggregation Processes in Customer Rating Systems - Insights from
an Economic Decision Experiment.” SSRN Electronic Journal, 2026. http://dx.doi.org/10.2139/ssrn.6201258.
ieee: 'D. van Straaten, B. Mir Djawadi, V. Melnikov, E. Hüllermeier, and R. Fahr,
“Aggregation Processes in Customer Rating Systems - Insights from an Economic
Decision Experiment,” SSRN Electronic Journal, 2026, doi: http://dx.doi.org/10.2139/ssrn.6201258.'
mla: van Straaten, Dirk, et al. “Aggregation Processes in Customer Rating Systems
- Insights from an Economic Decision Experiment.” SSRN Electronic Journal,
Elsevier BV, 2026, doi:http://dx.doi.org/10.2139/ssrn.6201258.
short: D. van Straaten, B. Mir Djawadi, V. Melnikov, E. Hüllermeier, R. Fahr, SSRN
Electronic Journal (2026).
date_created: 2026-03-27T16:21:55Z
date_updated: 2026-03-27T21:55:03Z
department:
- _id: '179'
doi: http://dx.doi.org/10.2139/ssrn.6201258
language:
- iso: eng
publication: SSRN Electronic Journal
publication_status: published
publisher: Elsevier BV
status: public
title: Aggregation Processes in Customer Rating Systems - Insights from an Economic
Decision Experiment
type: journal_article
user_id: '26032'
year: '2026'
...
---
_id: '65181'
abstract:
- lang: eng
text: In many Western societies, mass immigration has been one of the most
divisive policy issues in recent years. Seemingly moderate inflows of migrants
can have substantial demographic consequences in the long run, due to (1) higher
fertility of the migrant population, (2) its younger age distribution, and (3)
the possibility of family reunification. Yet, demography hardly appears in the
policy debate, even in media outlets that are critical of mass immigration. This
may indicate that the mechanics of population dynamics are not widely understood.
We design a laboratory experiment in which we confront subjects with 30 different
migration scenarios. Subjects have to decide when to stop a given inflow of migrants
to achieve a target share of migrants after 60 years. In line with all our pre-registered
hypotheses, in scenarios that contain elements of usual mass immigration the growth
of the migrant population is systematically underestimated. This bias is even
stronger in scenarios that closely resemble the German situation since the opening
of the borders during the 2015 refugee crisis.
author:
- first_name: Klaus
full_name: Abbink, Klaus
last_name: Abbink
- first_name: Behnud
full_name: Mir Djawadi, Behnud
id: '26032'
last_name: Mir Djawadi
orcid: 0000-0002-6271-5912
citation:
ama: 'Abbink K, Mir Djawadi B. Migration and Long-Term Demographic Change: Can We
Control the Numbers? SSRN Electronic Journal. Published online 2026. doi:http://dx.doi.org/10.2139/ssrn.6343618'
apa: 'Abbink, K., & Mir Djawadi, B. (2026). Migration and Long-Term Demographic
Change: Can We Control the Numbers? SSRN Electronic Journal. http://dx.doi.org/10.2139/ssrn.6343618'
bibtex: '@article{Abbink_Mir Djawadi_2026, title={Migration and Long-Term Demographic
Change: Can We Control the Numbers?}, DOI={http://dx.doi.org/10.2139/ssrn.6343618},
journal={SSRN Electronic Journal}, publisher={Elsevier BV}, author={Abbink, Klaus
and Mir Djawadi, Behnud}, year={2026} }'
chicago: 'Abbink, Klaus, and Behnud Mir Djawadi. “Migration and Long-Term Demographic
Change: Can We Control the Numbers?” SSRN Electronic Journal, 2026. http://dx.doi.org/10.2139/ssrn.6343618.'
ieee: 'K. Abbink and B. Mir Djawadi, “Migration and Long-Term Demographic Change:
Can We Control the Numbers?,” SSRN Electronic Journal, 2026, doi: http://dx.doi.org/10.2139/ssrn.6343618.'
mla: 'Abbink, Klaus, and Behnud Mir Djawadi. “Migration and Long-Term Demographic
Change: Can We Control the Numbers?” SSRN Electronic Journal, Elsevier
BV, 2026, doi:http://dx.doi.org/10.2139/ssrn.6343618.'
short: K. Abbink, B. Mir Djawadi, SSRN Electronic Journal (2026).
date_created: 2026-03-27T16:21:06Z
date_updated: 2026-03-27T21:39:58Z
department:
- _id: '179'
doi: http://dx.doi.org/10.2139/ssrn.6343618
language:
- iso: eng
publication: SSRN Electronic Journal
publication_status: published
publisher: Elsevier BV
status: public
title: 'Migration and Long-Term Demographic Change: Can We Control the Numbers?'
type: journal_article
user_id: '26032'
year: '2026'
...
---
_id: '63910'
author:
- first_name: Behnud
full_name: Mir Djawadi, Behnud
id: '26032'
last_name: Mir Djawadi
orcid: 0000-0002-6271-5912
citation:
ama: Mir Djawadi B. Dishonesty of Parents and Children – Evidence from a Field Experiment.
SSRN Electronic Journal. Published online 2026. doi:http://dx.doi.org/10.2139/ssrn.6121987
apa: Mir Djawadi, B. (2026). Dishonesty of Parents and Children – Evidence from
a Field Experiment. SSRN Electronic Journal. http://dx.doi.org/10.2139/ssrn.6121987
bibtex: '@article{Mir Djawadi_2026, title={Dishonesty of Parents and Children –
Evidence from a Field Experiment}, DOI={http://dx.doi.org/10.2139/ssrn.6121987},
journal={SSRN Electronic Journal}, publisher={Elsevier BV}, author={Mir Djawadi,
Behnud}, year={2026} }'
chicago: Mir Djawadi, Behnud. “Dishonesty of Parents and Children – Evidence from
a Field Experiment.” SSRN Electronic Journal, 2026. http://dx.doi.org/10.2139/ssrn.6121987.
ieee: 'B. Mir Djawadi, “Dishonesty of Parents and Children – Evidence from a Field
Experiment,” SSRN Electronic Journal, 2026, doi: http://dx.doi.org/10.2139/ssrn.6121987.'
mla: Mir Djawadi, Behnud. “Dishonesty of Parents and Children – Evidence from a
Field Experiment.” SSRN Electronic Journal, Elsevier BV, 2026, doi:http://dx.doi.org/10.2139/ssrn.6121987.
short: B. Mir Djawadi, SSRN Electronic Journal (2026).
date_created: 2026-02-06T13:53:22Z
date_updated: 2026-03-27T21:43:56Z
department:
- _id: '179'
doi: http://dx.doi.org/10.2139/ssrn.6121987
language:
- iso: eng
publication: SSRN Electronic Journal
publication_status: published
publisher: Elsevier BV
status: public
title: Dishonesty of Parents and Children – Evidence from a Field Experiment
type: journal_article
user_id: '26032'
year: '2026'
...
---
_id: '63585'
author:
- first_name: Benedikt
full_name: Alberternst, Benedikt
last_name: Alberternst
- first_name: Lena
full_name: Steinhoff, Lena
id: '4336'
last_name: Steinhoff
- first_name: David M
full_name: Woisetschläger, David M
last_name: Woisetschläger
citation:
ama: 'Alberternst B, Steinhoff L, Woisetschläger DM. Responsible Loyalty Programs:
How Redemptions for a Cause Impact Customer Loyalty. In: 2025 AMA Winter Academic
Conference Proceedings. ; 2025.'
apa: 'Alberternst, B., Steinhoff, L., & Woisetschläger, D. M. (2025). Responsible
Loyalty Programs: How Redemptions for a Cause Impact Customer Loyalty. 2025
AMA Winter Academic Conference Proceedings.'
bibtex: '@inproceedings{Alberternst_Steinhoff_Woisetschläger_2025, place={Phoenix},
title={Responsible Loyalty Programs: How Redemptions for a Cause Impact Customer
Loyalty}, booktitle={2025 AMA Winter Academic Conference Proceedings}, author={Alberternst,
Benedikt and Steinhoff, Lena and Woisetschläger, David M}, year={2025} }'
chicago: 'Alberternst, Benedikt, Lena Steinhoff, and David M Woisetschläger. “Responsible
Loyalty Programs: How Redemptions for a Cause Impact Customer Loyalty.” In 2025
AMA Winter Academic Conference Proceedings. Phoenix, 2025.'
ieee: 'B. Alberternst, L. Steinhoff, and D. M. Woisetschläger, “Responsible Loyalty
Programs: How Redemptions for a Cause Impact Customer Loyalty,” 2025.'
mla: 'Alberternst, Benedikt, et al. “Responsible Loyalty Programs: How Redemptions
for a Cause Impact Customer Loyalty.” 2025 AMA Winter Academic Conference Proceedings,
2025.'
short: 'B. Alberternst, L. Steinhoff, D.M. Woisetschläger, in: 2025 AMA Winter Academic
Conference Proceedings, Phoenix, 2025.'
date_created: 2026-01-13T09:47:03Z
date_updated: 2026-01-13T09:47:17Z
department:
- _id: '733'
language:
- iso: eng
place: Phoenix
publication: 2025 AMA Winter Academic Conference Proceedings
status: public
title: 'Responsible Loyalty Programs: How Redemptions for a Cause Impact Customer
Loyalty'
type: conference
user_id: '102525'
year: '2025'
...
---
_id: '63584'
author:
- first_name: Carina
full_name: Witte, Carina
id: '23755'
last_name: Witte
- first_name: Lena
full_name: Steinhoff, Lena
id: '4336'
last_name: Steinhoff
citation:
ama: 'Witte C, Steinhoff L. Unlocking Spiritual Value: Magical Experiences of Commercial
Services. In: 2025 AMA Winter Academic Conference Proceedings. ; 2025.'
apa: 'Witte, C., & Steinhoff, L. (2025). Unlocking Spiritual Value: Magical
Experiences of Commercial Services. 2025 AMA Winter Academic Conference Proceedings.'
bibtex: '@inproceedings{Witte_Steinhoff_2025, place={Phoenix}, title={Unlocking
Spiritual Value: Magical Experiences of Commercial Services}, booktitle={2025
AMA Winter Academic Conference Proceedings}, author={Witte, Carina and Steinhoff,
Lena}, year={2025} }'
chicago: 'Witte, Carina, and Lena Steinhoff. “Unlocking Spiritual Value: Magical
Experiences of Commercial Services.” In 2025 AMA Winter Academic Conference
Proceedings. Phoenix, 2025.'
ieee: 'C. Witte and L. Steinhoff, “Unlocking Spiritual Value: Magical Experiences
of Commercial Services,” 2025.'
mla: 'Witte, Carina, and Lena Steinhoff. “Unlocking Spiritual Value: Magical Experiences
of Commercial Services.” 2025 AMA Winter Academic Conference Proceedings,
2025.'
short: 'C. Witte, L. Steinhoff, in: 2025 AMA Winter Academic Conference Proceedings,
Phoenix, 2025.'
date_created: 2026-01-13T09:43:47Z
date_updated: 2026-01-13T09:44:02Z
department:
- _id: '733'
language:
- iso: eng
place: Phoenix
publication: 2025 AMA Winter Academic Conference Proceedings
status: public
title: 'Unlocking Spiritual Value: Magical Experiences of Commercial Services'
type: conference
user_id: '102525'
year: '2025'
...
---
_id: '63596'
abstract:
- lang: eng
text: "Im Rahmen der vorliegenden Studie wird der Status quo sowie die Entwicklung
des Einsatzes von KI in der industriellen Arbeitswelt in OstWestfalenLippe beschrieben.
Ziel ist es, eine belastbare Grundlage für die Gestaltung KI-gestützter Arbeitsprozesse
zu schaffen und bedarfsbezogene Maßnahmen abzuleiten.\r\nDie Befragungen wurden
in den Jahren 2021 und 2025 vom Kompetenzzentrum Arbeitswelt.Plus und dem Spitzencluster
it’s OWL durchgeführt. Im Jahr 2021 nahmen 318 Personen aus 89 Unternehmen teil.
Im Jahr 2025 beteiligten sich 240 Personen aus 50 Unternehmen.\r\nDie Ergebnisse
zeigen eine deutliche Weiterentwicklung. Unternehmen bewegen sich zunehmend in
Diskussions- und Einführungsphasen, und die tägliche Nutzung von KI durch die
Mitarbeitenden steigt. Mit dem Durchbruch generativer KI rücken text- und wissensbezogene
Anwendungen in den Vordergrund. Der Autonomiegrad der Lösungen ist überwiegend
Mensch-unterstützend und dient der Entscheidungsvorbereitung. Zentrales Ziel für
die Einführung von KI im Unternehmen bleibt die Effizienzsteigerung. Im Jahr 2025
gewinnen zudem die Unterstützung der Mitarbeitenden im Arbeitsalltag und die Reduzierung
von Belastungen an Bedeutung, was die Relevanz der Mensch-KI-Zusammenarbeit unterstreicht.\r\nAls
zentrale Herausforderungen zeigt sich die hohe Komplexität von KI, die die Einführung
im Unternehmen erschwert. Weitere Herausforderungen sind fehlende Kompetenzen,
die durch gezielte Qualifizierung aufgebaut werden müssen. Dabei besteht eine
Diskrepanz zwischen Selbst- und Fremdwahrnehmung hinsichtlich der Schulungsangebote.
Zudem muss Datensicherheit gewährleistet werden, passende Anwendungsfälle ausgewählt
werden und Entscheidungsprozesse beschleunigt werden. Demgegenüber wurde herausgefunden,
dass den Mitarbeitenden in den befragten Unternehmen im Jahr 2025 grundsätzlich
das Ziel und der Mehrwert der Einführung von KI klar sind und sie die Stärken
und Grenzen von KI verstehen.\r\nDie gewonnenen Erkenntnisse fließen in die Gestaltung
der Einführungsprozesse von KI im Unternehmen ein. Unternehmen sollten sich der
genannten Herausforderungen bewusst sein, um passend zu reagieren und die Mensch-KI-Interaktion
zu stärken. Eine ganzheitliche Sicht auf KI als Technologie, auf den Menschen
und auf das Unternehmen ist für die Einführung von KI wichtig."
author:
- first_name: Verena
full_name: Dondorf, Verena
last_name: Dondorf
- first_name: Elena
full_name: Lebedeva, Elena
last_name: Lebedeva
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Roman
full_name: Dumitrescu, Roman
last_name: Dumitrescu
citation:
ama: Dondorf V, Lebedeva E, Thommes K, Dumitrescu R. Evolution von KI in Der
Industriellen Arbeitswelt. Kompetenzzentrum Arbeitswelt.Plus; 2025. doi:10.55594/baey2442
apa: Dondorf, V., Lebedeva, E., Thommes, K., & Dumitrescu, R. (2025). Evolution
von KI in der industriellen Arbeitswelt. Kompetenzzentrum Arbeitswelt.Plus.
https://doi.org/10.55594/baey2442
bibtex: '@book{Dondorf_Lebedeva_Thommes_Dumitrescu_2025, title={Evolution von KI
in der industriellen Arbeitswelt}, DOI={10.55594/baey2442},
publisher={Kompetenzzentrum Arbeitswelt.Plus}, author={Dondorf, Verena and Lebedeva,
Elena and Thommes, Kirsten and Dumitrescu, Roman}, year={2025} }'
chicago: Dondorf, Verena, Elena Lebedeva, Kirsten Thommes, and Roman Dumitrescu.
Evolution von KI in Der Industriellen Arbeitswelt. Kompetenzzentrum Arbeitswelt.Plus,
2025. https://doi.org/10.55594/baey2442.
ieee: V. Dondorf, E. Lebedeva, K. Thommes, and R. Dumitrescu, Evolution von KI
in der industriellen Arbeitswelt. Kompetenzzentrum Arbeitswelt.Plus, 2025.
mla: Dondorf, Verena, et al. Evolution von KI in Der Industriellen Arbeitswelt.
Kompetenzzentrum Arbeitswelt.Plus, 2025, doi:10.55594/baey2442.
short: V. Dondorf, E. Lebedeva, K. Thommes, R. Dumitrescu, Evolution von KI in Der
Industriellen Arbeitswelt, Kompetenzzentrum Arbeitswelt.Plus, 2025.
date_created: 2026-01-13T13:46:38Z
date_updated: 2026-01-13T13:47:28Z
department:
- _id: '178'
- _id: '184'
doi: 10.55594/baey2442
language:
- iso: eng
project:
- _id: '810'
name: arbeitswelt + - KI für die Arbeitswelt des industriellen Mittelstands
publication_status: published
publisher: Kompetenzzentrum Arbeitswelt.Plus
status: public
title: Evolution von KI in der industriellen Arbeitswelt
type: report
user_id: '72497'
year: '2025'
...
---
_id: '63782'
abstract:
- lang: eng
text: 'Senders of messages prefer to communicate uncertainty verbally (e.g., something
is likely to happen) rather than numerically (such as 75%), leaving receivers
with imprecise information. While it is well established that receivers translate
verbal probabilities into numerical values that systematically deviate from the
intended numerical meaning, it is less clear how this discrepancy influences subsequent
behavioral actions. Thus, the role of verbal versus numerical communication of
uncertainty warrants additional attention, to investigate two critical questions:
1) whether differences in decision-making under uncertainty arise between these
communication forms, and 2) whether such differences persist even when verbal
phrases are translated accurately into the intended numerical meaning. By implementing
a laboratory experiment, we show that individuals place significantly lower values
on uncertain options with medium to high likelihoods when uncertainty is communicated
verbally rather than numerically. This effect may lead to less rational decisions
under verbal communication, particularly at high likelihoods. Those results remain
consistent even if individuals translate verbal uncertainty correctly into the
intended numerical uncertainty, implying that a biased behavioral response is
not only induced by miscommunication. Instead, ambiguity about the exact meaning
of a verbal phrase interferes with decision-making even beyond potential mistranslations.
These findings tie in with previous research on ambiguity aversion, which has
predominantly operationalized ambiguity through numerical ranges rather than verbal
phrases. Based on our findings we conclude that managers should communicate uncertainty
numerically, as verbal communication can unintentionally influence the decision-making
process of employees.'
author:
- first_name: Robin
full_name: Bodenberger, Robin
last_name: Bodenberger
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: Bodenberger R, Thommes K. Words or Numbers? How Framing Uncertainties Affects
Risk Assessment and Decision-Making. Published online 2025.
apa: Bodenberger, R., & Thommes, K. (2025). Words or Numbers? How Framing
Uncertainties Affects Risk Assessment and Decision-Making.
bibtex: '@article{Bodenberger_Thommes_2025, title={Words or Numbers? How Framing
Uncertainties Affects Risk Assessment and Decision-Making}, author={Bodenberger,
Robin and Thommes, Kirsten}, year={2025} }'
chicago: Bodenberger, Robin, and Kirsten Thommes. “Words or Numbers? How Framing
Uncertainties Affects Risk Assessment and Decision-Making,” 2025.
ieee: R. Bodenberger and K. Thommes, “Words or Numbers? How Framing Uncertainties
Affects Risk Assessment and Decision-Making.” 2025.
mla: Bodenberger, Robin, and Kirsten Thommes. Words or Numbers? How Framing Uncertainties
Affects Risk Assessment and Decision-Making. 2025.
short: R. Bodenberger, K. Thommes, (2025).
date_created: 2026-01-28T09:52:39Z
date_updated: 2026-01-28T09:53:52Z
department:
- _id: '178'
- _id: '184'
language:
- iso: eng
status: public
title: Words or Numbers? How Framing Uncertainties Affects Risk Assessment and Decision-Making
type: preprint
user_id: '72497'
year: '2025'
...
---
_id: '63783'
author:
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Miro
full_name: Mehic, Miro
id: '56915'
last_name: Mehic
citation:
ama: Thommes K, Mehic M. Foreign Language Use, Attribution Error, and Newcomer Integration.
Published online 2025.
apa: Thommes, K., & Mehic, M. (2025). Foreign Language Use, Attribution Error,
and Newcomer Integration. Elsevier BV.
bibtex: '@article{Thommes_Mehic_2025, title={Foreign Language Use, Attribution Error,
and Newcomer Integration}, publisher={Elsevier BV}, author={Thommes, Kirsten and
Mehic, Miro}, year={2025} }'
chicago: Thommes, Kirsten, and Miro Mehic. “Foreign Language Use, Attribution Error,
and Newcomer Integration.” Elsevier BV, 2025.
ieee: K. Thommes and M. Mehic, “Foreign Language Use, Attribution Error, and Newcomer
Integration.” Elsevier BV, 2025.
mla: Thommes, Kirsten, and Miro Mehic. Foreign Language Use, Attribution Error,
and Newcomer Integration. Elsevier BV, 2025.
short: K. Thommes, M. Mehic, (2025).
date_created: 2026-01-28T09:54:44Z
date_updated: 2026-01-28T09:54:54Z
department:
- _id: '178'
- _id: '184'
language:
- iso: eng
publication_status: published
publisher: Elsevier BV
status: public
title: Foreign Language Use, Attribution Error, and Newcomer Integration
type: preprint
user_id: '72497'
year: '2025'
...
---
_id: '58939'
author:
- first_name: Jaroslaw
full_name: Kornowicz, Jaroslaw
id: '44029'
last_name: Kornowicz
orcid: 0000-0002-5654-9911
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: Kornowicz J, Thommes K. Algorithm, expert, or both? Evaluating the role of
feature selection methods on user preferences and reliance. Plos One. Published
online 2025. doi:10.1371/journal.pone.0318874
apa: Kornowicz, J., & Thommes, K. (2025). Algorithm, expert, or both? Evaluating
the role of feature selection methods on user preferences and reliance. Plos
One. https://doi.org/10.1371/journal.pone.0318874
bibtex: '@article{Kornowicz_Thommes_2025, title={Algorithm, expert, or both? Evaluating
the role of feature selection methods on user preferences and reliance}, DOI={10.1371/journal.pone.0318874},
journal={Plos One}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2025}
}'
chicago: Kornowicz, Jaroslaw, and Kirsten Thommes. “Algorithm, Expert, or Both?
Evaluating the Role of Feature Selection Methods on User Preferences and Reliance.”
Plos One, 2025. https://doi.org/10.1371/journal.pone.0318874.
ieee: 'J. Kornowicz and K. Thommes, “Algorithm, expert, or both? Evaluating the
role of feature selection methods on user preferences and reliance,” Plos One,
2025, doi: 10.1371/journal.pone.0318874.'
mla: Kornowicz, Jaroslaw, and Kirsten Thommes. “Algorithm, Expert, or Both? Evaluating
the Role of Feature Selection Methods on User Preferences and Reliance.” Plos
One, 2025, doi:10.1371/journal.pone.0318874.
short: J. Kornowicz, K. Thommes, Plos One (2025).
date_created: 2025-03-08T12:09:50Z
date_updated: 2025-03-14T19:24:56Z
department:
- _id: '178'
- _id: '184'
doi: 10.1371/journal.pone.0318874
language:
- iso: eng
project:
- _id: '125'
name: 'TRR 318 - C2: TRR 318 - Subproject C2'
publication: Plos One
status: public
title: Algorithm, expert, or both? Evaluating the role of feature selection methods
on user preferences and reliance
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '60280'
author:
- first_name: Julian
full_name: Heinovski, Julian
last_name: Heinovski
- first_name: Doǧanalp
full_name: Ergenç, Doǧanalp
last_name: Ergenç
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Falko
full_name: Dressler, Falko
last_name: Dressler
citation:
ama: 'Heinovski J, Ergenç D, Thommes K, Dressler F. Incentive-Based Platoon Formation:
Optimizing the Personal Benefit for Drivers. IEEE Open Journal of Intelligent
Transportation Systems. Published online 2025:1-1. doi:10.1109/ojits.2025.3580464'
apa: 'Heinovski, J., Ergenç, D., Thommes, K., & Dressler, F. (2025). Incentive-Based
Platoon Formation: Optimizing the Personal Benefit for Drivers. IEEE Open Journal
of Intelligent Transportation Systems, 1–1. https://doi.org/10.1109/ojits.2025.3580464'
bibtex: '@article{Heinovski_Ergenç_Thommes_Dressler_2025, title={Incentive-Based
Platoon Formation: Optimizing the Personal Benefit for Drivers}, DOI={10.1109/ojits.2025.3580464},
journal={IEEE Open Journal of Intelligent Transportation Systems}, publisher={Institute
of Electrical and Electronics Engineers (IEEE)}, author={Heinovski, Julian and
Ergenç, Doǧanalp and Thommes, Kirsten and Dressler, Falko}, year={2025}, pages={1–1}
}'
chicago: 'Heinovski, Julian, Doǧanalp Ergenç, Kirsten Thommes, and Falko Dressler.
“Incentive-Based Platoon Formation: Optimizing the Personal Benefit for Drivers.”
IEEE Open Journal of Intelligent Transportation Systems, 2025, 1–1. https://doi.org/10.1109/ojits.2025.3580464.'
ieee: 'J. Heinovski, D. Ergenç, K. Thommes, and F. Dressler, “Incentive-Based Platoon
Formation: Optimizing the Personal Benefit for Drivers,” IEEE Open Journal
of Intelligent Transportation Systems, pp. 1–1, 2025, doi: 10.1109/ojits.2025.3580464.'
mla: 'Heinovski, Julian, et al. “Incentive-Based Platoon Formation: Optimizing the
Personal Benefit for Drivers.” IEEE Open Journal of Intelligent Transportation
Systems, Institute of Electrical and Electronics Engineers (IEEE), 2025, pp.
1–1, doi:10.1109/ojits.2025.3580464.'
short: J. Heinovski, D. Ergenç, K. Thommes, F. Dressler, IEEE Open Journal of Intelligent
Transportation Systems (2025) 1–1.
date_created: 2025-06-18T07:58:33Z
date_updated: 2025-06-18T07:59:07Z
department:
- _id: '178'
- _id: '184'
doi: 10.1109/ojits.2025.3580464
language:
- iso: eng
page: 1-1
publication: IEEE Open Journal of Intelligent Transportation Systems
publication_identifier:
issn:
- 2687-7813
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: 'Incentive-Based Platoon Formation: Optimizing the Personal Benefit for Drivers'
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '60292'
abstract:
- lang: ger
text: Im Rahmen meines SoTL-Projekts habe ich mich aufgrund meiner Vorerfahrungen
mit dem experimentellen Forschungsansatz für die Untersuchung der Wirksamkeit
von Lernzielen mittels eines Gruppenvergleichs entschieden. In dieser Reflexion
stelle ich zunächst heraus, welche Hindernisse und welche Möglichkeiten die Durchführung
einer experimentellen Studie im hochschuldidaktischen Kontext mit sich bringt.
Anschließend zeige ich anhand konkreter Vorgehensweisen in meinem SoTL-Projekt
sowie Bezügen zur experimentellen Wirtschaftsforschung auf, wie wesentliche Punkte
für ein fundiertes experimentelles Forschungsdesign in der Hochschullehre umgesetzt
werden können und wie Forschende verschiedener Fachrichtungen mit einem derart
gestalteten SoTL-Projekt einen Mehrwert sowohl für sich als auch für die Lehrforschung
generieren können.
author:
- first_name: Thorsten Fabian
full_name: Auer, Thorsten Fabian
id: '49071'
last_name: Auer
citation:
ama: 'Auer TF. SoTL und Forschung in den Sozialwissenschaften: Der experimentelle
Ansatz in SoTL. In: Bohndick C, Kordts R, Leschke J, Vöing N, eds. Scholarship
of Teaching and Learning und disziplinäre Forschung: Eine komplexe Beziehung.
Doing Higher Education. Springer VS; 2025:65-69. doi:10.1007/978-3-658-47908-4_11'
apa: 'Auer, T. F. (2025). SoTL und Forschung in den Sozialwissenschaften: Der experimentelle
Ansatz in SoTL. In C. Bohndick, R. Kordts, J. Leschke, & N. Vöing (Eds.),
Scholarship of Teaching and Learning und disziplinäre Forschung: Eine komplexe
Beziehung (pp. 65–69). Springer VS. https://doi.org/10.1007/978-3-658-47908-4_11'
bibtex: '@inbook{Auer_2025, place={Wiesbaden}, series={Doing Higher Education},
title={SoTL und Forschung in den Sozialwissenschaften: Der experimentelle Ansatz
in SoTL}, DOI={10.1007/978-3-658-47908-4_11},
booktitle={Scholarship of Teaching and Learning und disziplinäre Forschung: Eine
komplexe Beziehung}, publisher={Springer VS}, author={Auer, Thorsten Fabian},
editor={Bohndick, Carla and Kordts, Robert and Leschke, Jonas and Vöing, Nerea},
year={2025}, pages={65–69}, collection={Doing Higher Education} }'
chicago: 'Auer, Thorsten Fabian. “SoTL und Forschung in den Sozialwissenschaften:
Der experimentelle Ansatz in SoTL.” In Scholarship of Teaching and Learning
und disziplinäre Forschung: Eine komplexe Beziehung, edited by Carla Bohndick,
Robert Kordts, Jonas Leschke, and Nerea Vöing, 65–69. Doing Higher Education.
Wiesbaden: Springer VS, 2025. https://doi.org/10.1007/978-3-658-47908-4_11.'
ieee: 'T. F. Auer, “SoTL und Forschung in den Sozialwissenschaften: Der experimentelle
Ansatz in SoTL,” in Scholarship of Teaching and Learning und disziplinäre Forschung:
Eine komplexe Beziehung, C. Bohndick, R. Kordts, J. Leschke, and N. Vöing,
Eds. Wiesbaden: Springer VS, 2025, pp. 65–69.'
mla: 'Auer, Thorsten Fabian. “SoTL und Forschung in den Sozialwissenschaften: Der
experimentelle Ansatz in SoTL.” Scholarship of Teaching and Learning und disziplinäre
Forschung: Eine komplexe Beziehung, edited by Carla Bohndick et al., Springer
VS, 2025, pp. 65–69, doi:10.1007/978-3-658-47908-4_11.'
short: 'T.F. Auer, in: C. Bohndick, R. Kordts, J. Leschke, N. Vöing (Eds.), Scholarship
of Teaching and Learning und disziplinäre Forschung: Eine komplexe Beziehung,
Springer VS, Wiesbaden, 2025, pp. 65–69.'
date_created: 2025-06-20T22:12:30Z
date_updated: 2025-06-20T22:14:04Z
department:
- _id: '178'
doi: 10.1007/978-3-658-47908-4_11
editor:
- first_name: Carla
full_name: Bohndick, Carla
last_name: Bohndick
- first_name: Robert
full_name: Kordts, Robert
last_name: Kordts
- first_name: Jonas
full_name: Leschke, Jonas
last_name: Leschke
- first_name: Nerea
full_name: Vöing, Nerea
last_name: Vöing
extern: '1'
language:
- iso: ger
page: 65-69
place: Wiesbaden
publication: 'Scholarship of Teaching and Learning und disziplinäre Forschung: Eine
komplexe Beziehung'
publication_identifier:
eisbn:
- 978-3-658-47908-4
isbn:
- 978-3-658-47907-7
publication_status: published
publisher: Springer VS
series_title: Doing Higher Education
status: public
title: 'SoTL und Forschung in den Sozialwissenschaften: Der experimentelle Ansatz
in SoTL'
type: book_chapter
user_id: '49071'
year: '2025'
...
---
_id: '61137'
abstract:
- lang: eng
text: Prior research shows that social norms can reduce algorithm aversion, but
little is known about how such norms become established. Most accounts emphasize
technological and individual determinants, yet AI adoption unfolds within organizational
social contexts shaped by peers and supervisors. We ask whether the source of
the norm-peers or supervisors-shapes AI usage behavior. This question is practically
relevant for organizations seeking to promote effective AI adoption. We conducted
an online vignette experiment, complemented by qualitative data on participants'
feelings and justifications after (counter-)normative behavior. In line with the
theory, counter-normative choices elicited higher regret than norm-adherent choices.
On average, choosing AI increased regret compared to choosing an human. This aversion
was weaker when AI use was presented as the prevailing norm, indicating a statistically
significant interaction between AI use and an AI-favoring norm. Participants also
attributed less blame to technology than to humans, which increased regret when
AI was chosen over human expertise. Both peer and supervisor influence emerged
as relevant factors, though contrary to expectations they did not significantly
affect regret. Our findings suggest that regret aversion, embedded in social norms,
is a central mechanism driving imitation in AI-related decision-making.
author:
- first_name: Jaroslaw
full_name: Kornowicz, Jaroslaw
id: '44029'
last_name: Kornowicz
orcid: 0000-0002-5654-9911
- first_name: Maurice
full_name: Pape, Maurice
last_name: Pape
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: Kornowicz J, Pape M, Thommes K. Would I regret being different? The influence
of social norms on attitudes toward AI usage. Arxiv. Published online 2025.
doi:10.48550/ARXIV.2509.04241
apa: Kornowicz, J., Pape, M., & Thommes, K. (2025). Would I regret being different?
The influence of social norms on attitudes toward AI usage. Arxiv. https://doi.org/10.48550/ARXIV.2509.04241
bibtex: '@article{Kornowicz_Pape_Thommes_2025, title={Would I regret being different?
The influence of social norms on attitudes toward AI usage}, DOI={10.48550/ARXIV.2509.04241},
journal={Arxiv}, author={Kornowicz, Jaroslaw and Pape, Maurice and Thommes, Kirsten},
year={2025} }'
chicago: Kornowicz, Jaroslaw, Maurice Pape, and Kirsten Thommes. “Would I Regret
Being Different? The Influence of Social Norms on Attitudes toward AI Usage.”
Arxiv, 2025. https://doi.org/10.48550/ARXIV.2509.04241.
ieee: 'J. Kornowicz, M. Pape, and K. Thommes, “Would I regret being different? The
influence of social norms on attitudes toward AI usage,” Arxiv, 2025, doi:
10.48550/ARXIV.2509.04241.'
mla: Kornowicz, Jaroslaw, et al. “Would I Regret Being Different? The Influence
of Social Norms on Attitudes toward AI Usage.” Arxiv, 2025, doi:10.48550/ARXIV.2509.04241.
short: J. Kornowicz, M. Pape, K. Thommes, Arxiv (2025).
date_created: 2025-09-05T06:42:48Z
date_updated: 2025-09-05T06:45:01Z
department:
- _id: '178'
- _id: '184'
doi: 10.48550/ARXIV.2509.04241
language:
- iso: eng
project:
- _id: '125'
name: TRR 318 - Subproject C2
publication: Arxiv
status: public
title: Would I regret being different? The influence of social norms on attitudes
toward AI usage
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '61377'
author:
- first_name: Martin
full_name: Schneider, Martin
id: '471'
last_name: Schneider
orcid: https://orcid.org/0000-0002-6961-3716
- first_name: Paul
full_name: Hemsen, Paul
last_name: Hemsen
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
citation:
ama: Schneider M, Hemsen P, Kundisch D. Who are the Actively Participating Crowdworkers?
A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
Studies, . management revue - Socio-Economic Studies, Special Issue “Digital
Transformation of Work.”
apa: Schneider, M., Hemsen, P., & Kundisch, D. (n.d.). Who are the Actively
Participating Crowdworkers? A Qualitative Comparative Analysis of a German Text
Creation PlatformSocio-Economic Studies, . Management Revue - Socio-Economic
Studies, Special Issue “Digital Transformation of Work”.
bibtex: '@article{Schneider_Hemsen_Kundisch, title={Who are the Actively Participating
Crowdworkers? A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
Studies, }, journal={management revue - Socio-Economic Studies, Special Issue
“Digital Transformation of Work”.}, publisher={Nomos Verlag}, author={Schneider,
Martin and Hemsen, Paul and Kundisch, Dennis} }'
chicago: Schneider, Martin, Paul Hemsen, and Dennis Kundisch. “Who Are the Actively
Participating Crowdworkers? A Qualitative Comparative Analysis of a German Text
Creation PlatformSocio-Economic Studies, .” Management Revue - Socio-Economic
Studies, Special Issue “Digital Transformation of Work”., n.d.
ieee: M. Schneider, P. Hemsen, and D. Kundisch, “Who are the Actively Participating
Crowdworkers? A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
Studies, ,” management revue - Socio-Economic Studies, Special Issue “Digital
Transformation of Work”.
mla: Schneider, Martin, et al. “Who Are the Actively Participating Crowdworkers?
A Qualitative Comparative Analysis of a German Text Creation PlatformSocio-Economic
Studies, .” Management Revue - Socio-Economic Studies, Special Issue “Digital
Transformation of Work”., Nomos Verlag.
short: M. Schneider, P. Hemsen, D. Kundisch, Management Revue - Socio-Economic Studies,
Special Issue “Digital Transformation of Work”. (n.d.).
date_created: 2025-09-19T07:47:14Z
date_updated: 2025-09-19T07:48:49Z
department:
- _id: '276'
- _id: '185'
language:
- iso: eng
publication: management revue - Socio-Economic Studies, Special Issue “Digital Transformation
of Work”.
publication_status: accepted
publisher: Nomos Verlag
status: public
title: 'Who are the Actively Participating Crowdworkers? A Qualitative Comparative
Analysis of a German Text Creation PlatformSocio-Economic Studies, '
type: journal_article
user_id: '16205'
year: '2025'
...
---
_id: '61820'
abstract:
- lang: eng
text: "Abstract\r\n A scoring list is
a sequence of simple decision models, where features are incrementally evaluated
and scores of satisfied features are summed to be used for threshold-based decisions
or for calculating class probabilities. In this paper, we introduce a new multi-class
variant and compare it against previously introduced binary classification variants
for incremental decisions, as well as multi-class variants for classical decision-making
using all features. Furthermore, we introduce a new multi-class dataset to assess
collaborative human-machine decision-making, which is suitable for user studies
with non-expert participants. We demonstrate the usefulness of our approach by
evaluating predictive performance and compared to the performance of participants
without AI help."
author:
- first_name: Stefan
full_name: Heid, Stefan
id: '39640'
last_name: Heid
orcid: 0000-0002-9461-7372
- first_name: Jaroslaw
full_name: Kornowicz, Jaroslaw
id: '44029'
last_name: Kornowicz
orcid: 0000-0002-5654-9911
- first_name: Jonas
full_name: Hanselle, Jonas
last_name: Hanselle
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
citation:
ama: 'Heid S, Kornowicz J, Hanselle J, Thommes K, Hüllermeier E. MSL: Multi-class
Scoring Lists for Interpretable Incremental Decision-Making. In: Communications
in Computer and Information Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-08327-2_6'
apa: 'Heid, S., Kornowicz, J., Hanselle, J., Thommes, K., & Hüllermeier, E.
(2025). MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making.
In Communications in Computer and Information Science. Springer Nature
Switzerland. https://doi.org/10.1007/978-3-032-08327-2_6'
bibtex: '@inbook{Heid_Kornowicz_Hanselle_Thommes_Hüllermeier_2025, place={Cham},
title={MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making},
DOI={10.1007/978-3-032-08327-2_6},
booktitle={Communications in Computer and Information Science}, publisher={Springer
Nature Switzerland}, author={Heid, Stefan and Kornowicz, Jaroslaw and Hanselle,
Jonas and Thommes, Kirsten and Hüllermeier, Eyke}, year={2025} }'
chicago: 'Heid, Stefan, Jaroslaw Kornowicz, Jonas Hanselle, Kirsten Thommes, and
Eyke Hüllermeier. “MSL: Multi-Class Scoring Lists for Interpretable Incremental
Decision-Making.” In Communications in Computer and Information Science.
Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-08327-2_6.'
ieee: 'S. Heid, J. Kornowicz, J. Hanselle, K. Thommes, and E. Hüllermeier, “MSL:
Multi-class Scoring Lists for Interpretable Incremental Decision-Making,” in Communications
in Computer and Information Science, Cham: Springer Nature Switzerland, 2025.'
mla: 'Heid, Stefan, et al. “MSL: Multi-Class Scoring Lists for Interpretable Incremental
Decision-Making.” Communications in Computer and Information Science, Springer
Nature Switzerland, 2025, doi:10.1007/978-3-032-08327-2_6.'
short: 'S. Heid, J. Kornowicz, J. Hanselle, K. Thommes, E. Hüllermeier, in: Communications
in Computer and Information Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-10-13T13:34:36Z
date_updated: 2025-10-13T13:35:11Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-3-032-08327-2_6
language:
- iso: eng
place: Cham
project:
- _id: '125'
name: TRR 318 - Subproject C2
publication: Communications in Computer and Information Science
publication_identifier:
isbn:
- '9783032083265'
- '9783032083272'
issn:
- 1865-0929
- 1865-0937
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making'
type: book_chapter
user_id: '72497'
year: '2025'
...
---
_id: '61819'
author:
- first_name: Jörg
full_name: Papenkordt, Jörg
id: '44648'
last_name: Papenkordt
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: Papenkordt J, Ngonga Ngomo A-C, Thommes K. Are numerical or verbal explanations
of AI the key to appropriate user reliance and error detection? Behaviour &
Information Technology. Published online 2025:1-22. doi:10.1080/0144929x.2025.2568928
apa: Papenkordt, J., Ngonga Ngomo, A.-C., & Thommes, K. (2025). Are numerical
or verbal explanations of AI the key to appropriate user reliance and error detection?
Behaviour & Information Technology, 1–22. https://doi.org/10.1080/0144929x.2025.2568928
bibtex: '@article{Papenkordt_Ngonga Ngomo_Thommes_2025, title={Are numerical or
verbal explanations of AI the key to appropriate user reliance and error detection?},
DOI={10.1080/0144929x.2025.2568928},
journal={Behaviour & Information Technology}, publisher={Informa UK Limited},
author={Papenkordt, Jörg and Ngonga Ngomo, Axel-Cyrille and Thommes, Kirsten},
year={2025}, pages={1–22} }'
chicago: Papenkordt, Jörg, Axel-Cyrille Ngonga Ngomo, and Kirsten Thommes. “Are
Numerical or Verbal Explanations of AI the Key to Appropriate User Reliance and
Error Detection?” Behaviour & Information Technology, 2025, 1–22.
https://doi.org/10.1080/0144929x.2025.2568928.
ieee: 'J. Papenkordt, A.-C. Ngonga Ngomo, and K. Thommes, “Are numerical or verbal
explanations of AI the key to appropriate user reliance and error detection?,”
Behaviour & Information Technology, pp. 1–22, 2025, doi: 10.1080/0144929x.2025.2568928.'
mla: Papenkordt, Jörg, et al. “Are Numerical or Verbal Explanations of AI the Key
to Appropriate User Reliance and Error Detection?” Behaviour & Information
Technology, Informa UK Limited, 2025, pp. 1–22, doi:10.1080/0144929x.2025.2568928.
short: J. Papenkordt, A.-C. Ngonga Ngomo, K. Thommes, Behaviour & Information
Technology (2025) 1–22.
date_created: 2025-10-13T13:33:14Z
date_updated: 2025-10-14T06:12:07Z
department:
- _id: '178'
- _id: '184'
doi: 10.1080/0144929x.2025.2568928
language:
- iso: eng
page: 1-22
project:
- _id: '113'
name: TRR 318 - Subproject A3
- _id: '810'
name: arbeitswelt + - KI für die Arbeitswelt des industriellen Mittelstands
publication: Behaviour & Information Technology
publication_identifier:
issn:
- 0144-929X
- 1362-3001
publication_status: published
publisher: Informa UK Limited
status: public
title: Are numerical or verbal explanations of AI the key to appropriate user reliance
and error detection?
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '61877'
abstract:
- lang: eng
text: "Abstract\r\n Research indicates
that anger is a prevalent emotion in human-technology interactions, often leading
to frustration, rejection and reduced trust, significantly impacting user experience
and acceptance of technology. Particularly in high-risk or uncertain situations,
where AI explanations are intended to help users make more informed decisions,
decision-making is influenced by emotional factors, impairing understanding and
leading to suboptimal choices. While XAI research continues to evolve, greater
consideration of users’ emotions and individual characteristics remains necessary.
Broadening empirical studies in this area could foster a more comprehensive understanding
of decision-making processes following explanations, especially in relation to
the interaction between emotions and cognition. In response, this study seeks
to contribute to this area by employing an experimental design to examine the
effects of AI explanations and emotion regulation on user reliance and trust of
emotional users. The results provide a foundation for future human-centered research
in XAI, focusing on the impact of emotions and cognition in human-technology interactions."
author:
- first_name: Olesja
full_name: Lammert, Olesja
id: '47384'
last_name: Lammert
orcid: 0000-0001-8201-5166
citation:
ama: 'Lammert O. Can AI Regulate Your Emotions? An Empirical Investigation of the Influence
of AI Explanations and Emotion Regulation on Human Decision-Making Factors. In:
Communications in Computer and Information Science. Springer Nature Switzerland;
2025. doi:10.1007/978-3-032-08333-3_11'
apa: Lammert, O. (2025). Can AI Regulate Your Emotions? An Empirical Investigation
of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making
Factors. In Communications in Computer and Information Science. Springer
Nature Switzerland. https://doi.org/10.1007/978-3-032-08333-3_11
bibtex: '@inbook{Lammert_2025, place={Cham}, title={Can AI Regulate Your Emotions?
An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation
on Human Decision-Making Factors}, DOI={10.1007/978-3-032-08333-3_11},
booktitle={Communications in Computer and Information Science}, publisher={Springer
Nature Switzerland}, author={Lammert, Olesja}, year={2025} }'
chicago: 'Lammert, Olesja. “Can AI Regulate Your Emotions? An Empirical Investigation
of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making
Factors.” In Communications in Computer and Information Science. Cham:
Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-08333-3_11.'
ieee: 'O. Lammert, “Can AI Regulate Your Emotions? An Empirical Investigation of the Influence
of AI Explanations and Emotion Regulation on Human Decision-Making Factors,” in
Communications in Computer and Information Science, Cham: Springer Nature
Switzerland, 2025.'
mla: Lammert, Olesja. “Can AI Regulate Your Emotions? An Empirical Investigation
of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making
Factors.” Communications in Computer and Information Science, Springer
Nature Switzerland, 2025, doi:10.1007/978-3-032-08333-3_11.
short: 'O. Lammert, in: Communications in Computer and Information Science, Springer
Nature Switzerland, Cham, 2025.'
date_created: 2025-10-20T06:29:19Z
date_updated: 2025-10-20T06:29:44Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-3-032-08333-3_11
language:
- iso: eng
place: Cham
project:
- _id: '113'
name: TRR 318 - Subproject A3
publication: Communications in Computer and Information Science
publication_identifier:
isbn:
- '9783032083326'
- '9783032083333'
issn:
- 1865-0929
- 1865-0937
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Can AI Regulate Your Emotions? An Empirical Investigation of the Influence
of AI Explanations and Emotion Regulation on Human Decision-Making Factors
type: book_chapter
user_id: '72497'
year: '2025'
...
---
_id: '62213'
author:
- first_name: Jaroslaw
full_name: Kornowicz, Jaroslaw
id: '44029'
last_name: Kornowicz
orcid: 0000-0002-5654-9911
citation:
ama: Kornowicz J. An Empirical Examination of the Evaluative AI Framework. International
Journal of Human–Computer Interaction. Published online 2025:1-19. doi:10.1080/10447318.2025.2581260
apa: Kornowicz, J. (2025). An Empirical Examination of the Evaluative AI Framework.
International Journal of Human–Computer Interaction, 1–19. https://doi.org/10.1080/10447318.2025.2581260
bibtex: '@article{Kornowicz_2025, title={An Empirical Examination of the Evaluative
AI Framework}, DOI={10.1080/10447318.2025.2581260},
journal={International Journal of Human–Computer Interaction}, publisher={Informa
UK Limited}, author={Kornowicz, Jaroslaw}, year={2025}, pages={1–19} }'
chicago: Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.”
International Journal of Human–Computer Interaction, 2025, 1–19. https://doi.org/10.1080/10447318.2025.2581260.
ieee: 'J. Kornowicz, “An Empirical Examination of the Evaluative AI Framework,”
International Journal of Human–Computer Interaction, pp. 1–19, 2025, doi:
10.1080/10447318.2025.2581260.'
mla: Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.”
International Journal of Human–Computer Interaction, Informa UK Limited,
2025, pp. 1–19, doi:10.1080/10447318.2025.2581260.
short: J. Kornowicz, International Journal of Human–Computer Interaction (2025)
1–19.
date_created: 2025-11-17T12:27:42Z
date_updated: 2025-11-17T12:28:12Z
department:
- _id: '178'
- _id: '184'
doi: 10.1080/10447318.2025.2581260
language:
- iso: eng
page: 1-19
project:
- _id: '125'
name: TRR 318 - Subproject C2
publication: International Journal of Human–Computer Interaction
publication_identifier:
issn:
- 1044-7318
- 1532-7590
publication_status: published
publisher: Informa UK Limited
status: public
title: An Empirical Examination of the Evaluative AI Framework
type: journal_article
user_id: '72497'
year: '2025'
...
---
_id: '63908'
article_number: '105189'
author:
- first_name: Behnud
full_name: Mir Djawadi, Behnud
id: '26032'
last_name: Mir Djawadi
orcid: 0000-0002-6271-5912
- first_name: Sabrina
full_name: Plaß, Sabrina
id: '34502'
last_name: Plaß
- first_name: Sabrina
full_name: Loer, Sabrina
id: '38794'
last_name: Loer
citation:
ama: 'Mir Djawadi B, Plaß S, Loer S. “I don’t believe that you believe what I believe”:
an experiment on misperceptions of social norms and whistleblowing. European
Economic Review. 2025;180. doi:10.1016/j.euroecorev.2025.105189'
apa: 'Mir Djawadi, B., Plaß, S., & Loer, S. (2025). “I don’t believe that you
believe what I believe”: an experiment on misperceptions of social norms and whistleblowing.
European Economic Review, 180, Article 105189. https://doi.org/10.1016/j.euroecorev.2025.105189'
bibtex: '@article{Mir Djawadi_Plaß_Loer_2025, title={“I don’t believe that you believe
what I believe”: an experiment on misperceptions of social norms and whistleblowing},
volume={180}, DOI={10.1016/j.euroecorev.2025.105189},
number={105189}, journal={European Economic Review}, publisher={Elsevier BV},
author={Mir Djawadi, Behnud and Plaß, Sabrina and Loer, Sabrina}, year={2025}
}'
chicago: 'Mir Djawadi, Behnud, Sabrina Plaß, and Sabrina Loer. “‘I Don’t Believe
That You Believe What I Believe’: An Experiment on Misperceptions of Social Norms
and Whistleblowing.” European Economic Review 180 (2025). https://doi.org/10.1016/j.euroecorev.2025.105189.'
ieee: 'B. Mir Djawadi, S. Plaß, and S. Loer, “‘I don’t believe that you believe
what I believe’: an experiment on misperceptions of social norms and whistleblowing,”
European Economic Review, vol. 180, Art. no. 105189, 2025, doi: 10.1016/j.euroecorev.2025.105189.'
mla: 'Mir Djawadi, Behnud, et al. “‘I Don’t Believe That You Believe What I Believe’:
An Experiment on Misperceptions of Social Norms and Whistleblowing.” European
Economic Review, vol. 180, 105189, Elsevier BV, 2025, doi:10.1016/j.euroecorev.2025.105189.'
short: B. Mir Djawadi, S. Plaß, S. Loer, European Economic Review 180 (2025).
date_created: 2026-02-06T13:49:41Z
date_updated: 2026-03-27T16:06:34Z
department:
- _id: '179'
doi: 10.1016/j.euroecorev.2025.105189
intvolume: ' 180'
language:
- iso: eng
publication: European Economic Review
publication_identifier:
issn:
- 0014-2921
publication_status: published
publisher: Elsevier BV
status: public
title: '“I don’t believe that you believe what I believe”: an experiment on misperceptions
of social norms and whistleblowing'
type: journal_article
user_id: '26032'
volume: 180
year: '2025'
...
---
_id: '63911'
author:
- first_name: Behnud
full_name: Mir Djawadi, Behnud
id: '26032'
last_name: Mir Djawadi
orcid: 0000-0002-6271-5912
- first_name: Sabrina
full_name: Plaß, Sabrina
id: '34502'
last_name: Plaß
- first_name: Sabrina
full_name: Loer, Sabrina
id: '38794'
last_name: Loer
citation:
ama: 'Mir Djawadi B, Plaß S, Loer S. Social Information Interventions under Competing
Norms: Evidence from a Whistleblowing Experiment. SSRN Electronic Journal.
Published online 2025. doi:http://dx.doi.org/10.2139/ssrn.5345248'
apa: 'Mir Djawadi, B., Plaß, S., & Loer, S. (2025). Social Information Interventions
under Competing Norms: Evidence from a Whistleblowing Experiment. SSRN Electronic
Journal. http://dx.doi.org/10.2139/ssrn.5345248'
bibtex: '@article{Mir Djawadi_Plaß_Loer_2025, title={Social Information Interventions
under Competing Norms: Evidence from a Whistleblowing Experiment}, DOI={http://dx.doi.org/10.2139/ssrn.5345248},
journal={SSRN Electronic Journal}, publisher={Elsevier BV}, author={Mir Djawadi,
Behnud and Plaß, Sabrina and Loer, Sabrina}, year={2025} }'
chicago: 'Mir Djawadi, Behnud, Sabrina Plaß, and Sabrina Loer. “Social Information
Interventions under Competing Norms: Evidence from a Whistleblowing Experiment.”
SSRN Electronic Journal, 2025. http://dx.doi.org/10.2139/ssrn.5345248.'
ieee: 'B. Mir Djawadi, S. Plaß, and S. Loer, “Social Information Interventions under
Competing Norms: Evidence from a Whistleblowing Experiment,” SSRN Electronic
Journal, 2025, doi: http://dx.doi.org/10.2139/ssrn.5345248.'
mla: 'Mir Djawadi, Behnud, et al. “Social Information Interventions under Competing
Norms: Evidence from a Whistleblowing Experiment.” SSRN Electronic Journal,
Elsevier BV, 2025, doi:http://dx.doi.org/10.2139/ssrn.5345248.'
short: B. Mir Djawadi, S. Plaß, S. Loer, SSRN Electronic Journal (2025).
date_created: 2026-02-06T13:54:00Z
date_updated: 2026-03-27T21:51:21Z
department:
- _id: '179'
doi: http://dx.doi.org/10.2139/ssrn.5345248
language:
- iso: eng
publication: SSRN Electronic Journal
publication_status: published
publisher: Elsevier BV
status: public
title: 'Social Information Interventions under Competing Norms: Evidence from a Whistleblowing
Experiment'
type: journal_article
user_id: '26032'
year: '2025'
...
---
_id: '63912'
author:
- first_name: Behnud
full_name: Mir Djawadi, Behnud
id: '26032'
last_name: Mir Djawadi
orcid: 0000-0002-6271-5912
- first_name: Lisa
full_name: Wester, Lisa
last_name: Wester
citation:
ama: Mir Djawadi B, Wester L. Social Interaction and Feedback-Giving Behavior in
the Sharing Economy - An Experimental Analysis. SSRN Electronic Journal.
Published online 2025. doi:https://dx.doi.org/10.2139/ssrn.5345248
apa: Mir Djawadi, B., & Wester, L. (2025). Social Interaction and Feedback-Giving
Behavior in the Sharing Economy - An Experimental Analysis. SSRN Electronic
Journal. https://dx.doi.org/10.2139/ssrn.5345248
bibtex: '@article{Mir Djawadi_Wester_2025, title={Social Interaction and Feedback-Giving
Behavior in the Sharing Economy - An Experimental Analysis}, DOI={https://dx.doi.org/10.2139/ssrn.5345248},
journal={SSRN Electronic Journal}, publisher={Elsevier BV}, author={Mir Djawadi,
Behnud and Wester, Lisa}, year={2025} }'
chicago: Mir Djawadi, Behnud, and Lisa Wester. “Social Interaction and Feedback-Giving
Behavior in the Sharing Economy - An Experimental Analysis.” SSRN Electronic
Journal, 2025. https://dx.doi.org/10.2139/ssrn.5345248.
ieee: 'B. Mir Djawadi and L. Wester, “Social Interaction and Feedback-Giving Behavior
in the Sharing Economy - An Experimental Analysis,” SSRN Electronic Journal,
2025, doi: https://dx.doi.org/10.2139/ssrn.5345248.'
mla: Mir Djawadi, Behnud, and Lisa Wester. “Social Interaction and Feedback-Giving
Behavior in the Sharing Economy - An Experimental Analysis.” SSRN Electronic
Journal, Elsevier BV, 2025, doi:https://dx.doi.org/10.2139/ssrn.5345248.
short: B. Mir Djawadi, L. Wester, SSRN Electronic Journal (2025).
date_created: 2026-02-06T13:54:45Z
date_updated: 2026-03-28T10:14:10Z
department:
- _id: '179'
doi: https://dx.doi.org/10.2139/ssrn.5345248
language:
- iso: eng
publication: SSRN Electronic Journal
publication_status: published
publisher: Elsevier BV
status: public
title: Social Interaction and Feedback-Giving Behavior in the Sharing Economy - An
Experimental Analysis
type: journal_article
user_id: '26032'
year: '2025'
...