| Literature DB >> 35664910 |
Iu-Jin Lee1, Sang-Gil Lee2, Bo-Hwa Choi3, Hoe-Kyeong Seo2, Ji-Hyung Choi2.
Abstract
Background and Purpose: In 2021, lung cancer in school food workers was first recognized as an occupational cancer. The classification of the carcinogenicity of cooking fumes by International Agency for Research on Cancer (IARC) was based on Chinese epidemiological data. This study aimed to determine the hazard levels of school cooking fumes in Korea. Materials andEntities:
Keywords: CO; CO2; PM2.5; School cooking fumes; Short-term high exposure
Year: 2022 PMID: 35664910 PMCID: PMC9142743 DOI: 10.1016/j.shaw.2021.12.702
Source DB: PubMed Journal: Saf Health Work ISSN: 2093-7911
General characteristics of measurement target school cafeterias by school level
| School level( | Average number of service meals per worker | location( | Ventilation condition( |
|---|---|---|---|
| Elementary (9) | 91 | Ground (7) | Good (5) |
| Underground (2) | Moderate (3) | ||
| Other (0) | Bad (1) | ||
| Middle (8) | 77 | Ground (5) | Good (2) |
| Underground (1) | Moderate (3) | ||
| Other (2) | Bad (3) | ||
| High (7) | 81 | Ground (5) | Good (3) |
| Underground (1) | Moderate (2) | ||
| Other (1) | Bad (2) |
Target school cafeterias for measurement
| School level | Total number of school cafeterias in Republic of Korea | The number of public-school cafeterias | The number of survey target |
|---|---|---|---|
| Elementary | 6,087 | 120 (2.0) | 9 (7.5) |
| Middle | 3,218 | 64 (2.0) | 8 (12.5) |
| High | 2,357 | 59 (2.5) | 8 (13.6) |
| Total | 11,662 | 243 (2.1) | 25 (10.3) |
The Office of Education in Republic of Korea (as of 2019).
Metropolitan city located in southeast of Republic of Korea.
One place was excluded from the survey because it was not operated on the day of measurement.
Fig. 1Examples of measurement points in a school cafeteria.
Fig. 2Examples of equipment installation and measurement.
Measurement and analysis for field survey
| No | Measurement item | Measurement and analysis | Others |
|---|---|---|---|
| 1 | CO, CO2 | Non-dispersive direct-reading method (TSI 7745, USA) | Whenever cooking new food (241 data collected) |
| 2 | Airborne | Grimm portable laser aerosol spectrometer and dust monitor model 1.108, Germany | Automatically measured and collected data at grill area in cooking room during the cooking time |
| 3 | TVOC | NIOSH MAM 1501 (SKC Cat no. 226-01, flow rate 0.2l/min, GC) | 2 places (pot and grill area, comparing group), 1place (outside building, control group) |
| 4 | Formaldehyde | NIOSH, MAM 2016 (SKC Cat.no 226-119, flow rate 0.5l/min, HPLC) | 2 places (pot and grill area, comparing group), 1place (outside building, control group) |
| 5 | PAHs | NIOSH, MAM 5515(FILTER + SORBENT (2-μm, 37-mm PTFE + washed XAD-2, 100 mg/50 mg, flow rate 2l/min, GC) | 2 places (pot and grill area, comparing group), 1place (outside building, control group) |
Fig. 3Difference in cook method by location in cooking room (χ2 test, p = 0.001), ※ Cooking method: oily cooking (deep frying, stir-frying, roasted with oil), little oily cooking (boiling, steamed, mixed cook with little oil).
Fig. 4Difference of cook method by school gradein cooking room (χ2 test, p = 0.075), ※ Cooking method: oily cooking (deep frying, stir-frying, roasted with oil), little oily cooking (boiling, steamed, mixed cook with little oil).
Fig. 5The correlation between CO and CO2 by cooking method in the school cooking room, ※ Cooking method: oily cooking (deep frying, stir-frying, roasted with oil), little oily cooking (boiling, steamed, mixed cook withlittle oil).
Fig. 6Difference in CO by school grade during the Oily cooking, † TLV-Ceiling: Exposure concentration should not be exceeded at any time during a complete cycle of operation or throughout the work shift [8]. ∗ TLV-STEL: 15 min TWA (Time Weighted Average) exposure limit and the concentration to which it is believed that nearly all workers can be exposed continuously for a short period of time without suffering from 1) irritation, 2) chronic or irreversible tissue damage, 3) dose-rate-dependent toxic effects or 4) narcosis of sufficient degree to increase the likelihood of accidental injury, impaired self rescue, or materially reduced work efficiency [10]. ※ Kruskal–Wallis-test, k-independent sample, ordinal, p = 0.000), Elementary
Formaldehyde, benzene, PAHs, and TVOC concentration differences by place (ug/m3)
| Materials | Place | AM | SD | GM | GSD | Min | Median | Max | ||
|---|---|---|---|---|---|---|---|---|---|---|
| 0.00 | ||||||||||
| Outdoor | 26 | 2.66 | 1.88 | 1 | 6.09 | 0.00 | 2.03 | 6.88 | ||
| Benzene | Indoor | 46 | 11.94 | 8.57 | 2.59 | 1.46 | 0.52 | 10.95 | 50.29 | 0.46 |
| Outdoor | 26 | 10.46 | 7.11 | 2.26 | 1.71 | 0.33 | 11.57 | 19.96 | ||
| Outdoor | 26 | 168.18 | 151.23 | 7.91 | 1.47 | 27.47 | 137.25 | 617.34 | ||
| TVOC | Indoor | 46 | 147.03 | 327.05 | 6.5 | 1.64 | 1.09 | 95.94 | 2,237.82 | 0.7 |
| Outdoor | 26 | 92.2 | 71.45 | 6.19 | 1.48 | 4.98 | 64.27 | 301.21 |
※ LOD: Formaldehyde 0.0018ng/ml, Benzene 0.15ng/ml, Treated less than LOD as 1/2 LOD.
Place: Indoor (Grill point and Pot point in cooking room), Outdoor.
T-test for two groups.
Mann–Whitney test for two group.
p < 0.05.
1/2LOD.
PAHs concentration differences by measurement place unit: ng/m3
| Materials | Place | AM | SD | GM | GSD | Min | Median | Max | ||
|---|---|---|---|---|---|---|---|---|---|---|
| Indoor | 46 | 311.42 | 312.09 | 9.87 | 1.54 | 40.76 | 161.28 | 1,300.65 | 0.02 | |
| Outdoor | 26 | 156.01 | 125.99 | 7.79 | 1.45 | 25.62 | 136.28 | 480.18 | ||
| ANL (3) | Indoor | 46 | 8.08 | 27.17 | 0.00 | 33.07 | 0.00 | 0.00 | 133.63 | 0.11 |
| Outdoor | 26 | 0.5 | 2.42 | 0.00 | 8.37 | 0.00 | 0.00 | 12.36 | ||
| ANE (3) | Indoor | 46 | 9.1 | 40.49 | 0.01 | 33.73 | 0.00 | 0.00 | 202.04 | 0.23 |
| Outdoor | 26 | 2.77 | 13.53 | 0.00 | 10.04 | 0.00 | 0.00 | 69.05 | ||
| FLU (3) | Indoor | 46 | 8.84 | 17.45 | 0.29 | 31.55 | 0.00 | 2.09 | 83.4 | 0.07 |
| Outdoor | 26 | 2.34 | 5.36 | 0.07 | 43.22 | 0.00 | 1.1 | 27.63 | ||
| PHE (3) | Indoor | 46 | 8.84 | 17.45 | 0.29 | 31.55 | 0.00 | 2.09 | 83.4 | 0.05 |
| Outdoor | 26 | 2.34 | 5.36 | 0.07 | 43.22 | 0.00 | 1.1 | 27.63 | ||
| ANT (3) | Indoor | 46 | 0.22 | 0.85 | 0.00 | 6.96 | 0.00 | 0.00 | 3.57 | 0.07 |
| Outdoor | 26 | 0.09 | 0.46 | 0.00 | 4.45 | 0.00 | 0.00 | 2.34 | ||
| FLT (3) | Indoor | 46 | 0.8 | 5 | 0.00 | 7.29 | 0.00 | 0.00 | 33.89 | 0.08 |
| Outdoor | 26 | 0.00 | 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0 | ||
| PYR (4) | Indoor | 46 | 2.07 | 9.93 | 0.00 | 17.08 | 0.00 | 0.00 | 66.44 | 0.6 |
| Outdoor | 26 | 0.00 | 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0.00 | ||
| BAA (3) | Indoor | 46 | 0.00 | 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0.00 | 1 |
| Outdoor | 26 | 0.00 | 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0.00 | ||
| CHR (4) | Indoor | 46 | 0.02 | 0.14 | 0.00 | 2.94 | 0.00 | 0.00 | 0.97 | 0.45 |
| Outdoor | 26 | 0.00 | 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0.00 | ||
| BBF (5) | Indoor | 46 | 0.06 | 0.42 | 0.00 | 3.03 | 0.00 | 0.00 | 2.88 | 0.45 |
| Outdoor | 26 | 0.00 | 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0.00 | ||
| BKF (5) | Indoor | 46 | 0.04 | 0.18 | 0.00 | 4.39 | 0.00 | 0.00 | 0.91 | 0.28 |
| Outdoor | 26 | 0.00 | 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0.00 | ||
| BAP (5) | Indoor | 46 | 0.31 | 1.22 | 0.00 | 7.01 | 0.00 | 0.00 | 5.85 | 0.18 |
| Outdoor | 26 | 0.00 | 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0.00 | ||
| ICP (6) | Indoor | 46 | 0.3 | 1.15 | 0.00 | 7.32 | 0.00 | 0.00 | 5.24 | 0.19 |
| Outdoor | 26 | 0.00 | 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0.00 | ||
| DAH (5) | Indoor | 46 | 0.15 | 0.72 | 0.00 | 9.3 | 0.00 | 0.00 | 4.8 | 0.29 |
| Outdoor | 26 | 0.01 | 0.04 | 0.00 | 3.68 | 0.00 | 0.00 | 0.22 | ||
| BGP (6) | Indoor | 46 | 1.35 | 5.36 | 0.00 | 8.8 | 0.00 | 0.00 | 26.17 | 0.65 |
| Outdoor | 26 | 0.04 | 0.19 | 0.00 | 4.26 | 0.00 | 0.00 | 0.96 |
※ LOD(ng/ml): NAP, 0.18; ANL, 0.09; ANE, 0.11; FLU, 0.10; PHE, 0.11; ANT, 0.11; FLT, 0.09; PYR, 0.07; BAA, 0.19; CHR, 0.09; BBF, 0.17; BKF, 0.12; BAP, 0.15; BGP, 0.08; DAH, 0.10; ICP, 0.10).
PAHs: NAP(Naphthalene), ANL(Acenaphthylene), ANE(Acenaphthene), FLU(Fluorene), PHE(Phenanthrene), ANT(Anthracene), FLT(Fluoranthene), PYR(Pyrene), BAA(Benzo[a]anthracene), CHR(Chrysene), BBF(Benzo(b)fluoranthene), BKF(Benzo(k)fluoranthene), BAP(Benzo(a)pyrene), ICP (Indeno(1,2,3-cd) pyrene), DAH (Dibenz(a,h)anthracene), BGP(Benzo(ghi)perylene).
T-test for two groups.
Place: Indoor (Grill point and Pot point in cooking room), Outdoor.
p < 0.05.
Number of benzene rings (source: NIH, National Library of Medicine).
Cut to three decimal places, not real zero. Treated less than LOD (Limt of Detection) as 1/2 LOD.
Formaldehyde, benzene, PAHs, and TVOC concentration differences by school level
| School level | PAHs (ng/m3) | Naphthalene (ng/m3) | Formaldehyde (ug/m3) | Benzene (ug/m3) | TVOC (ug/m3) | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AM | SD | AM | SD | AM | SD | AM | SD | AM | SD | |||||||||||
| Elementary | 20 | 574.48 | 558.05 | 0.005∗ | 20 | 456.81 | 358.70 | 0.005∗ | 20 | 7.33 | 4.17 | 0.01∗ | 20 | 11.31 | 8.31 | 0.22 | 20 | 106.19 | 72.15 | 0.50∗ |
| Middle | 13 | 124.29 | 76.15 | 13 | 122.01 | 74.85 | 13 | 3.91 | 3.98 | 13 | 9.25 | 3.84 | 13 | 73.57 | 39.79 | |||||
| High | 13 | 308.04 | 329.98 | 13 | 277.17 | 283.85 | 13 | 7.70 | 4.44 | 13 | 15.61 | 11.32 | 13 | 283.31 | 602.11 | |||||
※ Kruskal–wallis-test, k-independent sample, ordinal, ∗ p < 0.05.
Arithmetric means.
Fig. 7The correlation between PM2.5 and PM1, PM10 concentration during cooking process in school cooking rooms.
PM1, PM2.5, PM10 concentration differences by cooking method at the grill area unit: ug/m3
| Cooking method | PM 1 | PM 2.5 | PM 10 | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N | AM | SD | Median | Max | N | AM | SD | Median | Max | N | AM | SD | Median | Max | ||||
| Oily cooking | 16,221 | 19.40 | 24.80 | 13.30 | 346.70 | 0.00∗ | 16,221 | 24.78 | 36.87 | 15.30 | 367.90 | 0.00∗ | 16,221 | 36.19 | 129.36 | 17.00 | 6169.00 | 0.00∗ |
| Little oily cooking | 14,682 | 12.91 | 11.38 | 9.80 | 227.90 | 14,682 | 15.85 | 17.17 | 11.20 | 350.00 | 14,682 | 22.00 | 50.35 | 12.90 | 4516.40 | |||
Average PM2.5 concentration in A area (metropolitan city located in southeast of Republic of Korea) of 2019: 20 (2019 Jun 21: 18 , 2019 July:18 , 2019 Aug:17.9 ).
Available from: air KOREA (https://www.airkorea.or.kr).
Mann–Whitney test for two group, ∗ p < 0.05.
Cook Method: oily cooking (deep frying, stir-frying, roasted with oil), little oily cooking (boiling, steamed, mixed cook with little oil).