Will we trust what we don't understand? Impact of model interpretability and outcome feedback on trust in AI

D Ahn, A Almaatouq, M Gulabani… - arXiv preprint arXiv …, 2021 - arxiv.org
… Because each participant completed the twelve task instances, of which the last ten were
used for data analysis, we conducted tests for differences across conditions at the task level. …

Can you trust your trust measure?

M Chita-Tegmark, T Law, N Rabb… - Proceedings of the 2021 …, 2021 - dl.acm.org
trust scores remained robust to N/A ratings, our results revealed potential fallacies in the way
these scores are … To test this hypothesis we conducted nested logistic regressions, with a …

" Why should i trust you?" Explaining the predictions of any classifier

MT Ribeiro, S Singh, C Guestrin - Proceedings of the 22nd ACM …, 2016 - dl.acm.org
… Note that all of the methods are good at identifying the better classifier, demonstrating that …
are useful in determining which classifier to trust, while using test set accuracy would result in …

Psychometrics: trust, but verify

TR Vetter, C Cubbin - Anesthesia & Analgesia, 2019 - journals.lww.com
… the results of this study are true, do they apply to my patients as well?” If a clinical study is
internally valid, its findings and conclusions areWe have elected to focus here on classic test

[HTML][HTML] Can we trust education for fostering trust? Quasi-experimental evidence on the effect of education and tracking on social trust

M Österman - Social Indicators Research, 2021 - Springer
… The results do not give support for a general positive effect of education on social trust as …
may be seen as a difficult test of the effect of detracking on social trust. Most of the individuals …

How do cognitive and affective trust impact process? outcome interaction?

XN Wu, X Wu, W Wang - Social Behavior and Personality: an …, 2016 - ingentaconnect.com
… of City D cognitively with the question: “Do you trust that the administrators of City D have …
procedural justice manipulation check revealed that our manipulation of trust in authorities …

Trust and health: testing the reverse causality hypothesis

GN Giordano, M Lindström - J Epidemiol Community Health, 2016 - jech.bmj.com
… However, as patterns of association between SRH and trust seem cohort dependent, our
results do not fully support the existence of a mutually reinforcing feedback loop.26 This is …

[HTML][HTML] Can we trust measures of political trust? Assessing measurement equivalence in diverse regime types

I Schneider - Social indicators research, 2017 - Springer
… which are reliable and equivalent in meaning across diverse regime types? I test for the
measurement equivalence of political trust in … of political trust, the results of this study will help us …

Perceptions of trust in public examinations

L Simpson, JA Baird - The Public Understanding of …, 2017 - api.taylorfrancis.com
… in and are illustrated by the findings of the research, we do not … I think I trust it [the A-level
system] up to a point but I’m not … Trust in, for example, international test results such as PISA …

Education and social trust: Testing a causal hypothesis using the discordant twin design

S Oskarsson, P Thisted Dinesen, CT Dawes… - Political …, 2017 - Wiley Online Library
… Even though the results presented in this article are clear, we still believe that an affirmative
… , our results should be replicated using independent samples before any firm conclusions