Unpublishedworkingdraft.
Notfordistribution.

6.2 Qualitative results
Participants were asked to explain the reasoning behind their responses after the estimation of
performance. We analyzed all statements clustered for expected speed and overall performance.
Two researchers independently performed a reflexive qualitative analysis, Braun et al. [9], of the
statements, grouped them based on their semantic meaning, and finally agreed on a set of five
categories, see Table 5.

Preprint — do not distribute.

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Kloft et al.

Count (%)
Performance Speed
15
(15.96%)

12
(12.77%)

Table 5. Subjective influence of the AI system on expected performance and speed before task completion:
Number of statements per category

Category

Description

Statement Examples

AI Trust

AI Assistance AI is a helpful assistant that will

28
(29.79%)

facilitate task completion.

Uncertainty toward the AI’s sys-
tems influence on task comple-
tion.
AI enhance sour performance