• 沒有找到結果。

RStudio code and output for Pearson's Chi-squared test

References

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Table 1 Number of chain baking stores and brands in Taiwan

year Number of brands Nuber of stores

2006 45 677

2010 55 779

2011 83 1234

Table 2 The total number of factories and workers

year Number of factories Number of workers Revenues (thousand dollars)

2001 551 12,661 29,262,656

2006 418 13,710 30,318,140

2011 910 20,428 40,470,764

Table 3 Sampling methods and results in different reasearch

Analyte Sampling method Concentration

P. Bulat et al.,

Teflon filters 0.56-2.10 mg/m

3

J. Elms et al., 2004

inhalable dust

Small to large bakeries

IOM samplers

glass fiber filters 2.2-4.7 mg/m

3

R Baatjies et al.,

Teflon® filters 0.235-65 mg/m

3 E. H. Page et al.,

2013

inhalable dust Breading plant

IOM samplers

Teflon® filters 0.22-93 mg/m

3

Table 4 Air sampling and surveys at food flavoring workplaces

Reference Sampling target Results

M. Huey et al.

2012.

Air sampling at different working areas in food falvoring plants

Diacetyl TWA: 4.31ppm;

STEL: 50.95ppm

higher concentration around mixing machine

G. Day et al.

2011.

Air sampling and raw material survey at working areas in baking mix plants using diacetyl substitutes

FEMA priority compounds in cheese, margarine, oil spreads

Highest concentration in products (μg/g):

Acetoin: 130,000

Air sampling and lung fuction test in food falvoring plants

Powdered flavoring production: TVOC concentrations >100,000 ppb

Diacetyl, and acetoin: 0.002-0.223ppm Acetaldehyde: 0.0001-0.271ppm

G. A. Day et al.

2009.

Air sampling and raw material survey at working areas in baking mix plants using diacetyl substitutes

The inhaled risk of flavoring dust is unknown but may be important

Table 5 Properties of the analytes

CAS NO.

Molecular weight (g/mol)

Boiling point (oC)

Melting point (oC)

Desity (g/cm3 @

20 oC)

Vapor pressure (mm Hg @

25 oC)

Diacetyl 431-03-8 86.09 88 3 0.99 56.8

Acetoin 513-86-0 88.1 148 15 1.005 2.7

2,3-pentanedione 123-54-6 100.12 138 -23 0.972 2.96

2,3-hexanedione 3848-24-6 114.14 128 -30 0.934 10

2,3-heptanedione 96-04-8 128.17 176 149.7 0.92 3.97

Acetaldehyde 75-07-0 44.05 21 -123.5°C 1.52 757

Furfural 98-01-1 96.09 161.85 -36.15 1.16 75

Table 6 GC-MS conditions of analytes

Chemicals Column Front inlet /

inject volume Programs Diacetyl,

Table 7 Retention times and selected ions of GC-MS Retention time

(mins)

Quantitative ions (m/z)

Qualitative ions (m/z)

Table 8 Detection limit of target analytes

Analytes

Instrument Detection Limit

(ng/μL)

detectable air concentrations

(mg/m3)

Diacetyl 0.074 0.0024

2,3-pentanedione 0.082 0.0027

Acetoin 0.081 0.0027

2,3-hexanedione 0. 147 0.0049

2,3-heptanedione 0.081 0.0026

Acetaldehyde 0.043 0.0040

Furfural 0.008 0.0010

Table 9 Walk through survey toward 10 baking workplaces

Table 10 Orders and products in ten bakeries

Table 11 Personal protective equipment in 10 bakeries

Table 12 Factory 1 concentrations of analytes

sampling sites A B C D

PEL/TLV-TWA weighing room 2F baking 3F baking office

mg/m3

Inhalable dust

0.55 0.41 0.01 * * 0.5(ACGIH)

Respirable dust

0.17 0.07 0.01 0.07 -

Diacetyl

0.00335 0.00287 <0.0024 <0.0024 -

2,3-pentanedione

0.00276 <0.0027 <0.0027 <0.0027 -

Acetoin

<0.0027 <0.0027 <0.0027 <0.0027 -

2,3-hexanedione

0.00802 <0.0049 <0.0049 <0.0049 -

2,3-heptanedione

0.0091 <0.0026 <0.0026 <0.0026 -

Acetaldehyde

0.8316 0.7525 0.0689 0.5899 180

Furfural

<0.001 <0.001 <0.001 <0.001 7.9

- no PEL-TWA value * lower than pre-weighing

Table 13 Factory 2 concentrations of analytes

sampling sites A B C D E PEL/TLV-TWA

weighing room

tunnel ovens

cake

decorating office personal sampling mg/m3

Inhalable dust 0.82 0.76 * 0.05 0.13 0.83

0.5(ACGIH)

Respirable dust 0.3 * * * *

-Diacetyl <0.0024 <0.0024 <0.0024 <0.0024 -

-2,3-pentanedione <0.0027 <0.0027 <0.0027 <0.0027 -

-Acetoin <0.0027 <0.0027 <0.0027 <0.0027 -

-2,3-hexanedione <0.0049 <0.0049 <0.0049 <0.0049 -

-2,3-heptanedione <0.0026 <0.0026 <0.0026 <0.0026 -

-Acetaldehyde 0.0594 0.0747 0.0563 0.0003 -

180

Furfural 0.0660 <0.001 <0.001 <0.001 -

7.9

- no PEL-TWA value * lower than pre-weighing

Table 14 Retail store 3 concentration of analytes

sampling sites A B C D

PEL/TLV-TWA theiving

area

baking ovens

working

table counter

mg/m3

Inhalable dust

0.1 0.02 0.49 0.38 0.09 0.5(ACGIH)

Respirable dust

* * * * -

Diacetyl

<0.0024 <0.0024 <0.0024 <0.0024 -

2,3-pentanedione

<0.0027 <0.0027 <0.0027 <0.0027 -

Acetoin

<0.0027 <0.0027 <0.0027 <0.0027 -

2,3-hexanedione

<0.0049 <0.0049 <0.0049 <0.0049 -

2,3-heptanedione

0.0115 0.0036 0.0099 0.0195 -

Acetaldehyde

<0.004 <0.004 <0.004 <0.004 180

Furfural

<0.001 <0.001 <0.001 <0.001 7.9

- no PEL-TWA value * lower than pre-weighing

Table 15 Retail store 4 concentration of analytes

sampling sites A B C D

PEL/TLV-TWA mixing area ovens heating warehouse

mg/m3

Inhalable dust 0.26 0.52 0.77 0.38 0.18 0.5(ACGIH)

Respirable dust * 0.13 0.08 0.02 -

Diacetyl <0.0024 <0.0024 <0.0024 <0.0024 - 2,3-pentanedione <0.0027 <0.0027 <0.0027 <0.0027 - Acetoin <0.0027 <0.0027 <0.0027 <0.0027 - 2,3-hexanedione <0.0049 <0.0049 <0.0049 <0.0049 - 2,3-heptanedione <0.0026 <0.0026 <0.0026 <0.0026 - Acetaldehyde 0.0929 0.0833 0.1458 0.1350 180

Furfural <0.001 <0.001 <0.001 <0.001 7.9 - no PEL-TWA value * lower than pre-weighing

Table 16 Retail store 5 concentration of analytes

sampling sites A B C D

PEL/TLV-TWA working table working table counter stairs

mg/m3

Inhalable dust

0.15 0.11 * * 0.26 0.5(ACGIH)

Respirable dust

* * * * -

Diacetyl

<0.0024 <0.0024 <0.0024 <0.0024 -

2,3-pentanedione

<0.0027 <0.0027 <0.0027 <0.0027 -

Acetoin

0.0054 0.0059 0.0045 0.0075 -

2,3-hexanedione

<0.0049 <0.0049 <0.0049 <0.0049 -

2,3-heptanedione

<0.0026 <0.0026 <0.0026 <0.0026 -

Acetaldehyde

0.2801 0.4314 0.1072 0.1373 180

Furfural

<0.0010 <0.0010 <0.0010 <0.0010 7.9

- no PEL-TWA value * lower than pre-weighing

Table 17 Demographic characteristics of study subjects (n=68)

Age (years)

32.61(15-61)*

Gender No. (%)

Time working in bakeries

7.15(1-40)*

day off per month No.(%)

4 days

12(17.6)

6 days

51(75)

8 days

3(44.1)

Working hours per day (hours)

over 10

53(77.9)

8~10

14(20.5)

<8

1(1.4)

*Mean (min-max)

Table18 Lifestyle and general health descriptions (n=68)

Smoking status No. (%)

Smoker

18(26.4)

Self-perceived health status No. (%)

Excellent

8(11.7)

Spine, intervertebral disc disorders

5(7.3)

Skin disorder

7(10.2)

Rhinitis

4(5.8)

Pneumonia, bronchitis

5(7.3)

Emphysema

3(4.4)

Allergy

25(36.7)

Cough over 3 months

10(14.7)

Shortness of breath

16(23.5)

Wheezing

4(5.8)

Asthma

2(2.9)

Table19 Prevalence of workers reporting health symptoms (n=68)

Table 20 Prevalence of workers reporting health symptoms (n=68)

No.(%) Never Seldom Sometimes Usually Always

Dizziness, headache, drowsiness 45(66.1) 12(17.6) 7(10.2) 1(1.4) 1(1.4) Fatigue, weakness, incoordination 45(66.1) 11(16.1) 7(10.2) 3(4.4) 0(0.0) Sweat a lot due to overheating 19(27.9) 10(14.7) 13(19.1) 12(17.6) 8(11.7)

Bad ventilation 23(33.8) 8(11.7) 19(27.9) 5(7.3) 8(11.7)

Table 21 Asthma-like symptoms among different level flour dust exposure groups

Groups Allergy Cough>3

months

Shortness

of breath Wheezing Asthma

High exposure 18(45) 8(20) 12(30) 3(7.5) 1(2.5)

Low exposure 7(25) 2(7.1) 4(14.2) 1(3.5) 1(3.5)

Groups Dry/itchy nose

and throat

Nose and throat irritation

Runny nose, stuffy nose

Sneezing, coughing

High exposure 10(25) 4(10) 9(22.5) 10(25)

Low exposure 3(10.7) 2(7.1) 3(10.7) 5(17.8)

Table 22 Part of materials frequently used in baking industry

烘焙用油品

草莓餡

草莓、果糖、乙醯化磷酸二澱粉、玉米糖膠、結蘭膠、檸檬酸、偏磷酸鈉、已二烯酸鉀、香料、

食用色素

酥油芋泥餡

白豆沙、芋泥、砂糖、麥芽糖、海藻糖、麥芽糖粉、黃豆油、無水奶油、鮮奶油、食用藍色一 號、食用藍色 40 號、芋頭香料

經典設計師裝飾醬-焦 糖風味

玉米糖漿、高果糖玉米糖漿、糖、濃縮脫脂乳、水、鮮奶油、鹽、柑橘果膠、香料、防腐劑(己 二烯酸鉀)、食用色素(普通焦糖)、磷酸氫二鈉

北海道奶油香料 香料、玉米糖膠、防腐劑(苯鉀酸鈉)、水

沖繩黑砂糖香料 黑砂糖香料、丙二醇、甜味劑

咖啡香料 香料、食用色素(焦糖色素)、甜味劑、

芋頭香料 香料、丙二醇、食用色素(紅色六、七、四十號)、藍色一號、甜味劑、水

香蕉油 香料、丙二醇

杏桃果醬膠

果膠(柑橘)、糖、水、葡萄糖漿、調味劑(檸檬酸、檸檬酸鈉)、防腐劑(己二烯酸鉀)、香料(杏桃)、

食用色素(紅色 6 號、黃色 4 號)

原味焦糖 砂糖、水、果糖、麥芽糖、丙二醇、香料、焦糖色素、鹽、檸檬酸、己二烯酸鉀

色漿、色膏 水、丙二醇、食用色素、甜味劑

蘋果濃縮汁

蘋果果粒、蘋果濃縮汁、高果糖糖漿、砂糖、水、檸檬酸、香料、蘋果酸、檸檬酸鈉、焦糖色 素、乳酸鈣、氨基乙酸、苯甲酸鈉、三仙膠、醋、磺內酯鉀(甜味劑)、結蘭膠

Table 23 Comparison of detected inhalable dust concentration with

TLV-TWA

Table 24 Results of air sampling in baking mix plants

Reference Sampling target Result

G. Day et al.

2011.

Air sampling and raw material survey at working areas in baking mix plants using diacetyl substitutes

personal sampling: 91ppb (0.37 mg/m3)

G. Day et al.

2009.

Air sampling and raw material survey at working areas in baking mix plants using diacetyl substitutes

The inhaled risk of flavoring dust is unknown but may be important.

Figure 1Silica gel tube

Figure 2 2-(hydroxylmethyl)piperdine treated XAD-2 tube

Figure 3 IOM sampler with MultiDust Foam Disc [51]

Figure 4 ppb RAE3000 VOC monitor

Figure 5 AEROCET 531 Handheld Particle Mass Profiler

Figure 6 Position of sampler during task-based personal sampling

Figure 7 Chromatograms of diacetyl, 2,3-pentanedione, acetoin, 2,3-hexanedione, and 2,3-heptanedione

Figure 8 Chromatograms of acetaldehyde and furfural

diacety

2,3-pentanedion acetoin

2,3-hexanedion

2,3-heptanedion

acetaldehyde

furfural

Figure 9

Calibration curve of

diacetyl、2,3-pentanedione

(0.05-20

ng/μL)

Figure 10

Calibration curve of

acetoin, 2,3-hexanedione, 2,3-heptanedione (0.1-20 ng/μL) y = 1.75E+05x + 1.41E+02

Figure 11

Calibration curve of

acetaldehyd and furfural (0.1-10μg)

Figure 12

Calibration curve of

acetaldehyde in back sorbent section (0.08-5μg) y = 6E+06x + 3E+06

Acetaldehyde (XAD-2 back section)

Acetaldehyde

Furfural

Figure 13 Factory 1 similar exposure group and sampling sites

Figure 14 Concentrations of total volatile organic compounds in factory 1 1F

09:50 230 3000 1050 1000 2000 5000 4000

16:00 600 732 1300 5000 1800 2000 1600

600 732 1300

Total VOCs at different sampling sites/Factory 1

09:50 16:00

Figure 15 factory 2 similar exposure group and sampling sites

Figure 16 Concentrations of total volatile organic compounds in factory 2 420 150 867

2266 4472

1040 8678

837

1814 1752 2005

0 1000 2000 3000 4000 5000 6000 7000 8000 9000 10000

ppb

Total VOCs at different sampling sites in Factory 2

Figure 17 Particle mass concentrations during flour weighing in factory 2

Figure 18 Particle mass concentrations during oil sprayed in factory 2 office weighi

ng-1 2 3 4 5 6 7 8 9

PM1 0.003 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 0.001 PM2.5 0.006 0.003 0.004 0.007 0.003 0.006 0.006 0.005 0.002 0.002 PM7 0.011 0.010 0.013 0.107 0.012 0.037 0.037 0.059 0.040 0.004 PM10 0.013 0.010 0.115 0.225 0.104 0.099 0.080 0.151 0.112 0.004 TSP 0.016 0.287 0.381 0.531 0.697 0.259 0.203 0.387 0.435 0.685 0.000

Particle conc. during flour weighing in factory 2

PM1 PM2.5 PM7

PM10 TSP

office Oil-spraying-1 2 3

PM1 0.003 0.018 0.032 0.022

PM2.5 0.006 0.879 0.493 0.173

PM7 0.011 4.601 5.514 5.581

PM10 0.013 6.983 7.380 7.400

TSP 0.016 9.470 9.137 9.412

0.000

Particle conc. during oil-spraying in factory 2

PM2.5 PM7 PM10 TSP

Figure 19 Similar exposure group and sampling sites in retail store 3

Figure 20 Particle mass concentrations in retail store 3

mixing mixing pouring after

pouring

after pouring

PM1 0.000 0.000 0.017 0.000 0.000

PM2.5 0.008 0.002 0.072 0.002 0.002

PM7 0.041 0.011 0.242 0.010 0.007

PM10 0.073 0.017 0.264 0.014 0.010

TSP 0.073 0.031 0.278 0.024 0.014

0.000 0.050 0.100 0.150 0.200 0.250 0.300

mg/m3

Concentrations of particle in retail store 3

PM1 PM2.5 PM7 PM10 TSP

Figure 21 Retail store 4 similar exposure group and sampling sites

Figure 22 Retail store 5 similar exposure group and sampling sites

Figure 23 Concentrations of total volatile organic compounds retail store 5 2F

window 2F oven 2F kitchen 1F

packaging 1F cooling 1F oven arcade

10:10 1921 2019 2322 2247 2994 4078 493

14:17 1500 1564 1485 1779 978

1921 2019 2322 2247

2994

4078

493 0

500 1000 1500 2000 2500 3000 3500 4000 4500

ppb

Total VOCs at different sampling sites/retail store 5

10:10 14:17

Figure 24 Particle mass concentrations in retail store 5

Figure 25 Comparison of detected inhalable dust concentration with

TLV-TWA

1 2 3 4

PM1 0.002 0.002 0.002 0.001

PM2.5 0.003 0.003 0.003 0.003

PM7 0.005 0.005 0.006 0.008

PM10 0.005 0.005 0.007 0.009

TSP 0.005 0.006 0.007 0.011

0.000 0.002 0.004 0.006 0.008 0.010 0.012

mg/m3

Concentrations of particle in retailed store 5

PM1 PM2.5 PM7 PM10 TSP

Figure 26 Concentration of acetyldehyde in different workplaces

Figure 27 Average concentrations of ketones at working and counter/office

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