Physiological parameters
Heart rate
Figure 1 compares temporal changes of mean heart rates when the subjects were wearing the four kinds of facemasks. The pattern of changes in mean heart rate amongst these facemasks is similar, reaching peaks at the end of the third exercise session. The subjects had lower mean heart rates when wearing nano-treated and untreated surgical masks than when wearing nano-treated and untreated N95 facemasks. Significant differences were found among the four kinds of facemasks at the level of P<0.01 (F=10.76).
Temperature and humidity
Mask microclimate and face skin temperatures
Figure 2 shows temporal changes in temperatures on the facemasks’ outer surfaces and in the facemasks’ microclimates. The outer surface temperatures of both surgical facemasks were significantly higher than those of both N95 facemasks (F=94.4, P<0.01) (top of Fig. 3). On the other hand, microclimate temperatures inside the mask were significantly lower in both surgical masks than those in both N95 facemasks (F=25.7, P<0.01) (bottom of Fig. 3). The skin temperatures inside both surgical facemasks were significantly lower than those in both N95 facemasks (F=40.7, P<0.01).
Humidity outside and inside the facemask
Figure 3 (top) shows that both surgical facemasks had significantly higher absolute humidity on the outside surface than both N95 facemasks (F=6.9, P<0.01). The overall mean absolute humidity ± SD in nano-treated and untreated surgical facemasks was 24.7±2.76 g/m3 and 26.2±2.74 g/m3, respectively. The overall mean absolute humidity ± SD in nano-treated and untreated N95 facemasks was 22.7±1.83 g/m3 and 23.4±2.74 g/m3, respectively. Figure 3 (bottom) shows that the absolute microclimate humidity inside the surgical mask was significantly lower than inside both N95 facemasks. The overall mean absolute humidity ± SD in nano-treated and untreated surgical facemasks was 30.2±4.32 g/m3 and 28.64±5.37 g/m3, respectively. The overall mean absolute humidity ± SD in nano-treated and untreated N95 facemasks was 31.2±5.47 g/m3 and 31.8±4.17 g/m3, respectively.
Table 5 summarizes the influences of time, facemask, nano-treatment, and their interactions on physiological parameters (heart rate, blood pressure) and microclimate (temperature, absolute humidity) by ANOVA. For each parameter a multi-way analysis of variances was carried out to identify the statistical significance of the influences of the three variables: time, type of facemasks and nano-treatment, as well as their interactions. To save space, only the P values are used to show the statistical significance. A P>0.05 is considered as being not significant and is shown as a dash, and a P<0.0005 is considered as being significant and is shown as “0.000”. Nine parameters, including heart rate, systolic blood pressure, absolute humidity (mask outer surface, face microclimate, left chest microclimate and right chest skin) and temperature (mask outer surface, face microclimate and face skin) were significantly influenced by time. Other factors that had significant effect on the measured parameters were mask, interaction of mask and nano-treatment and nano-treatment on its own.
Table 5 Influences of time, facemask, nano-treatment, and their interactions on physiological parameters. P>0.05 is considered as being not significant and is shown as a dash. Mask type of facemask, Treat nano-treatment Subjective ratings
Figure 4 compares subjective ratings for thermal sensation and overall discomfort for the four types of facemasks. In general, the ratings for humidity, heat, breath resistance and overall discomfort increased gradually with time and increase of workload. Facemask type had great influence on the perception of humidity (F=6.9, P<0.01), heat (F=15.4, P<0.01), breath resistance (F=15.0, P<0.01) and overall discomfort (F=23.1, P<0.01). Both surgical facemasks had significantly lower ratings than the two N95 facemasks, which suggested that when wearing either of the surgical facemasks the subject felt drier, cooler, more able to breathe easily and less uncomfortable than when wearing either of the N95 facemasks. The ratings for humidity, heat, breathing resistance and discomfort of facemasks treated with nano-functional materials appear lower than those for untreated facemasks but are not statistically significant.
Figure 5 shows the subjective ratings for other sensations obtained while the subjects were wearing the facemasks. There are significant differences in the subjective perceptions feeling unfit (F=5.3, P<0.01), tight (F= 34.6, P<0.01), itchy (F=4.7, P<0.01), fatigued (F=2.7, P<0.05), odorous (F= 7.9, P<0.01) and salty (F=3.9, P<0.01). The ratings for those sensations were significantly lower when the subjects were wearing the surgical facemasks than when they were wearing either of the N95 facemasks, showing that the subjects felt less unfit, less tight, less itchy, less fatigued, less odorous and less salty with the surgical facemasks than with the N95 masks.
Table 6 summarizes the result of ANOVA, which show the influences of time, facemask, nano-treatment, and their interactions on subjective ratings for individual sensations and overall discomfort. Again, for each sensation, we carried out a multi-way analysis of variances to identify the statistical significance of the influences of the three variables: time, type of facemasks and nano-treatment, as well as their interactions. To save space, only the P values are used to show the statistical significance. A P>0.05 is considered as being not significant and is shown as a dash, and a P<0.0005 is considered as being significant and is marked as “0.000”. As shown in Table 6, facemask type influences subjects’ perception of all the nine individual sensations and overall discomfort significantly (P<0.05). On the other hand, all sensations were not significantly influenced by time and nano-treatment. There were no significant differences between ratings for tight, salty and odorous at different time periods.
Table 6 Influences of time, facemask, nano-treatment, and their interactions on various subjective sensations. P>0.05 is considered as being not significant and is shown as a dash. Mask type of facemask, Treat nano-treatment Figure 6 shows the preferences of subjects for the four kinds of facemasks. Subjective preference for the nano-treated surgical facemasks is the highest, followed by the untreated surgical masks, the nano-treated N95 and then the untreated N95 facemask. There is a significant difference in preference between the nano-treated and untreated surgical facemasks and between the surgical and N95 facemasks. There is no significant difference in subjective preference between nano-treated and untreated N95 facemasks.