Salon Demographics
Of the sixty salons solicited to take part in the study, 21 salons agreed to participate (35 %). All of the participating salons offered manicure and pedicure services and none of them offered hair services. The size of the nail salons varied widely in our study population, as evidenced by the range in both size (89–613 m3) and number of manicure and pedicure stations (3–18; 2–12, respectively), suggesting that our survey included a non-homogeneous group of nail salons. The number of sampling locations in each salon ranged from 4 to 9 (average = 7), depending on the salon size. The number and type of ventilation systems in each nail salon also varied: general/central ventilation system (18), table fans (16), open door/window (6), window air conditioner (6), ceiling fan (3), air “cleaners” or “purifiers” (3), local exhaust ventilation (1).
Air Monitoring Data
Summary statistics for the monitoring parameters are presented in Table 1. Salon average TVOC concentrations varied across the nail salons and were log-normally distributed; the median TVOC concentration was 4,800 ppb (range 61–38,000 ppb). Salon average PM2.5 concentrations also varied across the nail salons and were log-normally distributed (median 18 μg/m3; range 6.1–56 μg/m3) While inter-salon variability for TVOCs and PM2.5 was significant, intra-salon variability was low. The TVOC and PM2.5 concentrations within the nail salons did not vary widely (median geometric coefficient of variation: 22 and 7 %, respectively); measurements collected in locations near where services were being performed were similar to those taken elsewhere in the salon. Short-term CO2 concentrations ranged from 660 to 1,600 ppm. The recommended ventilation rate for a nail salon is 25 cfm/person which translates to an approximate steady state CO2 concentration of 800 ppm assuming an outdoor CO2 concentration of 375 ppm and typical indoor activity levels [12]. CO2 levels in 15 of 21 salons exceeded 800 ppm.
Table 1 Distribution of salon average concentrations for the indoor monitoring parameters (TVOC, PM2.5, CO2)
Within-Salon Variability
The TVOC concentrations within the nail salons were generally consistent within each salon regardless of where the measurements were taken (e.g., near or far from where services were being performed). The distribution of individual TVOC measurements made in each salon, represented with boxplots, is presented in Fig. 1. Overall, there was low variability in TVOC concentrations within each salon. The figure does show a wider range for salons on the low end of the distribution of TVOC concentrations. These salons, represented by the first four boxplots, are those where services were not being performed at the time of sampling and the TVOC concentrations, while varied, are low and consistent with background TVOC concentrations in buildings. For the remaining salons, within-salon variability is much lower. These interpretations are further supported by analysis of the coefficient of variation. For salons without services being performed, the median CV is 0.50; for salons with service being performed, the median CV is <0.20. Of note, one salon that had services being performed did have a wider degree of spread in the data points. This was not due to measurements taken near or far from where services were being performed; in this salon, services were initially not being performed when sample collection began, but a pedicure was started approximately halfway through the site visit. The initial TVOC concentrations were low and similar to salons where services were not being performed, and then increased as a pedicure was performed. Our spatial analysis has an important limitation. First, the field staff could not take measurements very close to where services were being performed because our agreement with salon owners was that we would not interfere with their work or potentially cause concern with customers. Our samples taken near where services were being performed are short-term area samples taken within a few feet of workers and customers, but they do not reflect the immediate breathing zone of the worker; TVOC concentrations may be greater within the immediate work area.
Predictors of Exposure Concentrations
To examine factors that may influence concentrations of TVOCs and PM2.5 in the salons, we compared CO2 concentrations to TVOC and PM2.5 concentrations. Elevated CO2 concentrations, and thus lower ventilation rates, were significantly and positively correlated with TVOC concentrations (Spearman R = 0.73; p < 0.01) (Fig. 2a). Higher CO2 concentrations were also associated with higher PM2.5 concentrations, generally, although this relationship was not as robust (Spearman R = 0.27; p = 0.24) (Fig. 2b); the correlation is stronger when one influential point is removed (Spearman R = 0.41; p = 0.07). The weaker correlation of PM2.5 and CO2 concentration relative to TVOC and CO2 concentrations was not unexpected due to known outdoor sources of PM2.5 that can infiltrate indoors (e.g., vehicle exhaust). Because of this, PM2.5 measurements found inside salons are a mix of both indoor-generated and outdoor-generated particulate matter, while the TVOC measurements are specific to salon activities (outdoor TVOC concentrations are low, in general).
We also examined the data in relation to the number and type of services being performed during the site visit, and the type of ventilation systems observed. Nail salons where workers were performing services (pedicure, manicure, silk nails, gel nails, or acrylic nails) had significantly higher salon-average TVOC and PM2.5 concentrations compared to salons where services were not being performed (TVOC: 11,000 vs. 600 ppb; 24 vs. 10 μg/m3; Wilcoxon rank sum test, p < 0.05), confirming that exposures in salons are directly related to the services being performed (Fig. 3). Importantly, the number of services being performed was not a significant predictor of TVOC or PM2.5 concentrations (generalized linear model, p = 0.14 and p = 0.8, respectively) the main determinant of TVOC concentration was whether at least one service was being performed, but was not impacted by the total number of services performed.
The analysis of type of service being performed and ventilation systems observed in relation to TVOC concentration was limited by small sample size and/or lack of variability and were generally null. However, in a multivariate regression analysis limited to salons where services were actively being performed (n = 17), there was suggestive evidence that acrylic nail services were positively associated with TVOC concentration; Salons with acrylic nail services being performed at the time of sampling had higher TVOC concentrations, on average, compared to those where acrylic nail services were not being performed, controlling for CO2 concentration (generalized linear model, natural log-transformed dependent variable, R2 = 0.47, p > 0.05). For ventilation, the distribution of TVOC concentrations was lower in salons that had doors or windows open during sampling (mean 5,000 vs. 11,000 ppb; analysis restricted to salons where services were actively being performed); no other observations regarding ventilation type appeared to be related to TVOC or PM2.5 concentrations.