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Erwan Normand
2024-06-26 23:58:14 +02:00
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2-perception/xr-perception/5-results.tex
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\section{Results}
\sublabel{results}
\label{sec:results}
\subsection{Trial Measures}
\sublabel{results_trials}
\label{sec:results_trials}
All measures from trials were analysed using linear mixed models (LMM) or generalised linear mixed models (GLMM) with \factor{Visual Rendering}, \factor{Amplitude Difference} and their interaction as within-participant factors, and by-participant random intercepts.
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\subsubsection{Discrimination Accuracy}
\sublabel{discrimination_accuracy}
\label{sec:discrimination_accuracy}
A GLMM was adjusted to the \response{Texture Choice} in the 2AFC vibrotactile texture roughness discrimination task, with by-participant random intercepts but no random slopes, and a probit link function (see \figref{results/trial_predictions}).
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\subsubsection{Response Time}
\sublabel{response_time}
\label{sec:response_time}
A LMM analysis of variance (AOV) with by-participant random slopes for \factor{Visual Rendering}, and a log transformation (as \response{Response Time} measures were gamma distributed) indicated a statistically significant effects on \response{Response Time} of \factor{Visual Rendering} (\anova{2}{18}{6.2}, \p{0.009}, see \figref{results/trial_response_times}).
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\subsubsection{Finger Position and Speed}
\sublabel{finger_position_speed}
\label{sec:finger_position_speed}
The frames analysed were those in which the participants actively touched the comparison textures with a finger speed greater than \SI{1}{\mm\per\second}.
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\subsection{Questionnaires}
\sublabel{questions}
\label{sec:questions}
%\figref{results/question_heatmaps} shows the median and interquartile range (IQR) ratings to the questions in \tabref{questions} and to the NASA-TLX questionnaire.
%