Assessments conducted in this experiment were divided into two parts. In the first part of the assessment, the assessment questionnaire on the “degree of glare from far to near” was used. The questionnaire involved a five-point Likert scale and was used to record the participants’ scores. Subsequently, the mean score for each question was calculated on the basis of 30 samples. In the second part of the assessment, a distance record table was used. The participants were asked to record their visual range and glare distance in the table by referring to the meter marks written on the ground. On the basis of the descriptive statistical results, the descriptive statistics of the variables and the mean (M) and standard deviation (SD) of the participants’ line of sight were calculated. A multivariate analysis of variance (ANOVA) was performed to determine the glare, dizziness and visual range legibility differences between the LED displays when different factors were involved at same and different distances. A least significant difference test and a multiple comparison analysis were conducted to identify the key visual range and glare distance. To know the reliability of the subjective scale adopted in the test, the SPSS18 is used to analyze the reliability test. The reliability test method for Likert Scale adopts the Cronbach α coefficient, the reliability analysis results in this test is shown the Cronbach α value is 0.844, which shows that the subjective questionnaire adopted in the test has a uniformity and stability.
4.1. Analysis Results of the Degree of Glare
The within-subjects effects results of participants who experienced glare at 120 m are presented in
Table 4 for the factors “color”, “font” and “information display location”. Only “color” exhibited a significant effect on glare, thus revealing that the colors red, yellow, and green had an interaction effect. The results revealed that the distance of 120 m was generally too far for the participants to clearly read the text on the LED displays. Thus, font and information display location had a nonsignificant effect on glare. The identification results of the three aforementioned colors from a distance of 120 m, according to the subjective rating scale proposed by Heuer et al., and the five responses were
strongly disagree,
disagree,
undecided,
agree and
strongly agree. Yellow (mean = 3.472) was the most identifiable produced the least glare, followed by green (mean = 3.511) and red (mean = 3.878).
According to the internal effect tests of participants who experienced a glare at 28 m, the factors color, font and information display location are listed in
Table 5. Information display location did not demonstrate a significant effect on glare. The test results revealed that all participants could clearly read the information on the LED display that was 28 m away. This indicated that color and font affected information identifiability, whereas the information display location did not. The glare test revealed that at 28 m, the green (mean = 3.333) was the least glare color, followed by yellow (mean = 3.372) and red (mean = 3.850), the New Johnston Medium typeface produced the least glare (mean = 3.422), followed by Arial (mean = 3.539) and Times New Roman (mean = 3.594) typefaces. Times New Roman generated the highest glare, possibly because it contains serifs, which may impede participants’ vision. We determined that New Johnston Medium was the most identifiable and created the least glare, followed by Arial and Times New Roman (which contain serifs).
The internal effect tests of participants who experienced dizziness at 28 m, the factors color, font and information display location are listed in
Table 6. According to questionnaire number 6: I feel dizzy looking at the screen and the five responses were
strongly disagree,
disagree,
undecided,
agree, and
strongly agree. Only “color” exhibited a significant effect on dizziness. The test results at 28 m, yellow was excessively bright and caused visual discomfort to the participants and engendered the highest degree of dizziness (M = 2.700), followed by green (M = 2.644) and red (M = 2.239). By comparing the degree of glare and the degree of dizziness experienced by the participants at 28 m, green was identified as the optimal color, which was also unlikely to cause dizziness. This result was in line with the theory proposed by Hsu [
29] that eyes are more sensitive to green light at high brightness levels. Consider of typefaces, because New Johnston Medium and Arial contain thick fonts and straight strokes, they are relatively more identifiable. Arial was identified as the optimal font and was also unlikely to cause dizziness. By contrast, Times New Roman was the most prone to cause dizziness and was the least recognizable. The most identifiable information display location was the center, which was unlikely to cause dizziness.
4.2. Analysis Results of the Visual Range and Glare Distance
Table 7 reveals that the three factors (i.e., color, font and information display location) had a sum of squared deviation of 3708.352, a degree of freedom of 4, a mean square of 927.088, an F value of 53.076 and a
p value of 0.000, thus indicating a significant interaction (
p < 0.05). The color–font interaction had a
p value of 0.000 (
p < 0.05; indicating significant interaction) when the information display was within the visual range. These results may be because the two typefaces have long and thin strokes, thus making them more identifiable when within the visual distance. This result was in agreement with a result revealed by Wang [
30], which referenced a study administered by Japanese scholar Ichihara, related to Arabic numeral thickness and readability. Wang revealed that Arabic numerals with thick strokes and straight lines are easier to read than those with arcs, especially when the font size is small.
Table 8 reveals that, in the visual range, the optimal color was yellow (M = 89.89 m), followed by green (M = 84.73 m) and red (M = 81.26 m).Within the visual range, the optimal font was New Johnston Medium (M = 86.78 m), followed by Arial (M = 85.62 m) and Times New Roman (M = 83.48 m). Because New Johnston Medium has long and thin characters, it was easier to identify within the visual range. By contrast, Arial is a thick and roundish font and thus it was difficult to identify it in the visual range.
Table 9 reveals that the three factors (i.e., color, font, and information display location) had a sum of squared deviation of 1225.007, a degree of freedom of 2.965, a mean square of 413.167, an F of 5.968, and a
p value of 0.001, thus indicating a significant interaction (
p < 0.05). The color–font interaction had a
p value of 0.000 (
p < 0.05; indicating significant interaction) when information display was within the visual range. For the glare distance, color and font were not significant and only information display had a
p value of 0.000. And the color and font interaction presented a significant
p value of 0.002 (
p < 0.05). The interaction between font and information display location had a significant
p value of 0.017 (
p < 0.05). Also the interaction between color and information display location had a significant
p value of 0.001 at the glare distance (
p < 0.05). Thus, it was speculated that the glare distance of the result from the LED display is shorter and the visual task of participants was to search for the visibility of Arabic Numbers, information display was showing a significant, the information display located on the left or in the center which had great difference, and consistent with the research conclusion of Chong [
32]. The information display location with Arabic numerals on the left was more vulnerable to glare than the center with Chinese characters on both sides because of the symmetry effect.
Table 10 presents the information display location results. The center location was least susceptible to glare (M = 13.53 m) and glare was more easily observed when the display was located on the left (M = 16.16m).
The visual range results presented in
Figure 8a, when the information display was within the visual range and red color was used, the New Johnston Medium typeface provided the optimal result (M = 82.35 m). When yellow was used, New Johnston Medium yielded the optimal result (M = 93.35 m). Moreover, when green was used, Times New Roman generated the optimal result (M = 89.37 m). Which illustrate that yellow was the optimal color when the Arial and New Johnston Medium typefaces were used, whereas green was the ideal color when Times New Roman was used. The optimal information display location results presented in
Figure 8b illustrated that the left (M = 81.81 m), center (M = 92.64 m) and center (M = 87.20 m) were ideal for red, yellow, and green colors, respectively. When the display was located at center, yellow was the optimal color, followed by green and red.
Figure 9a indicates that for Times New Roman, Arial, and New Johnston Medium, the optimal information display location was in the center (M = 86.63 m), in the center (M = 84.90 m), and in the center (M = 89.02 m), respectively. For the two information display locations, New Johnston Medium was the optimal typeface, followed by Times New Roman and Arial.
Figure 9b Arial was the optimal typeface when red color was used (M = 16.83 m), New Johnston Medium was the optimal typeface when yellow was used (M = 15.87 m) and Times New Roman was the optimal typeface when green was used (M = 16.92 m).
The interaction between color and information display location had a significant
p value of 0.001 at the glare distance (
p < 0.05).
Figure 10a illustrates that the optimal information display location was in the center when the color was green (M = 12.78m), yellow (M = 12.86m) and red (M = 14.94m).
Figure 10b illustrates that the optimal information display location was in the center when Times New Roman (M = 13.05m), Arial (M = 13.22m) and New Johnston Medium (M = 14.30m) were used.