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. 2026 May 29;17:1827571. doi: 10.3389/fpsyg.2026.1827571

Table 17.

Descriptive statistics of the emotional design scale.

Item Number of cases Minimum Maximum Mean Standard deviation Skewness Kurtosis
Interaction quality 635 1.2 6.8 4.0784 1.53041 −0.178 −1.257
Visual appeal 635 1.0 7.0 3.9735 1.49647 −0.046 −1.169
Perceived personalization 635 1.2 6.8 4.0214 1.51078 −0.062 −1.221
Intelligent adaptability 635 1.0 6.8 4.1244 1.53782 −0.137 −1.242
Emotional design 635 1.65 6.3 3.8982 1.1628 −0.018 −1.142

Within the emotional design scale, the mean value was 4.0784 for interaction quality, 3.9735 for visual appeal, 4.0214 for perceived personalization, and 4.1244 for intelligent adaptability; the overall mean value for emotional design was 3.8982.