| Literature DB >> 35941624 |
Ali Karimi1, Jouni J K Jaakkola2,3,4,5, Behzad Heibati6,7,8, Maritta S Jaakkola6,7,8, Taina K Lajunen6,7,8, Alan Ducatman9, Rahmat Veysi10.
Abstract
BACKGROUND: Hospital work environment contains various biological and chemical exposures that can affect indoor air quality and have impact on respiratory health of the staff. The objective of this study was to investigate potential effects of occupational exposures on the risk of respiratory symptoms and lung function in hospital work, and to evaluate potential interaction between smoking and occupational exposures.Entities:
Keywords: Hospital workers; Occupational exposures; Pulmonary function; Respiratory symptoms
Mesh:
Year: 2022 PMID: 35941624 PMCID: PMC9358815 DOI: 10.1186/s12890-022-02098-5
Source DB: PubMed Journal: BMC Pulm Med ISSN: 1471-2466 Impact factor: 3.320
Characteristics of the study population of 228 healthcare workers (HCWs) and 228 reference group (office workers)
| Characteristic | Healthcare workers (exposed group) (n = 228) | Office workers (reference group) (n = 228) | |
|---|---|---|---|
| Age (year), mean ± SD | 36.3 ± 8.25 | 35.5 ± 6.65 | 0.39a |
| Height (cm), mean ± SD | 165.8 ± 9.0 | 165.5 ± 8.60 | 0.80a |
| Weight (kg), mean ± SD | 69.4 ± 14.40 | 69.6 ± 12.70 | 0.51a |
| BMI (kg/m2), mean ± SD | 25.2 ± 4.70 | 25.3 ± 3.60 | 0.29 |
| Work history (years), mean ± SD | 12.0 ± 7.46 | 8.9 ± 5.64 | < 0.0001a |
| Average working hours/week, mean ± SD | 51.7 ± 13.08 | 45.0 ± 10.11 | < 0.0001a |
| 0.42b | |||
| Current | 13 (5.7) | 6 (2.7) | |
| Past | 4 (1.8) | 11 (4.8) | |
| Never | 211 (92.5) | 211 (92.5) | |
| 0.58b | |||
| Current | 4 (1.7) | 3 (1.3) | |
| Past | 7 (3.1) | 5 (2.2) | |
| Never | 216 (95.2) | 217 (96.5) | |
| 0.84b | |||
| Male | 79 (34.6) | 77 (33.8) | |
| Female | 149 (65.4) | 151 (66.2) | |
| 0.25b | |||
| Single | 61 (26.8) | 72 (31.6) | |
| Married | 167 (73.2) | 156 (68.4) | |
| < 0.0001b | |||
| Grade School or Junior High | 33 (14.5) | 6 (2.6) | |
| High School | 78 (34.2) | 72 (31.6) | |
| Post High School-Technical School | 102 (44.7) | 99 (43.4) | |
| College/university | 15 (6.6) | 51 (22.4) | |
| < 0.0001b | |||
| Office | 0 (0) | 228 (100.0) | |
| Nurses | 86 (37.7) | 0 (0) | |
| Laboratory workers | 20 (8.8) | 0 (0) | |
| Nurses’ aides | 37 (16.2) | 0 (0) | |
| Cleaners | 33 (14.5) | 0 (0) | |
| Surgical technicians | 19 (8.3) | 0 (0) | |
| Others | 33 (14.5) | 0 (0) | |
Information on waterpipe status is missing for one person in the hospital staff group, and for three persons in the reference group
aMann–Whitney U test
bχ2 test
Prevalence of lung function deficits
| Exposure category | Obstructiona | Restrictionb | Combinationc | Normald |
|---|---|---|---|---|
| Reference group ( | 11 (4.8%) | 29 (12.7%) | NA | 188 (82.5%) |
| Exposed group ( | 12 (5.3%) | 38 (16.7%) | NA | 178 (78.0%) |
| Nurses ( | 6 (7.0%) | 16 (18.6%) | NA | 64 (74.4%) |
| Laboratory workers ( | 1 (5.0%) | 2 (10.0%) | NA | 17 (85.0%) |
| Nurses’ aides ( | 0 (0%) | 8 (21.6%) | NA | 29 (78.4%) |
| Cleaners ( | 3 (9.0%) | 5 (15.2%) | NA | 25 (75.8%) |
| Surgical technicians ( | 0 (0%) | 5 (26.3%) | NA | 14 (73.7%) |
| Others ( | 2 (6.0%) | 2 (6.0%) | NA | 29 (88.0%) |
aFVC normal (≥ 80%), FEV1 reduced (< 80%), FEV1/FVC reduced (< 0.7)
bFVC reduced (< 80%), FEV1 normal or reduced (≥ 80% OR < 80%), FEV1/FVC normal or increased (≥ 0.7)
cFVC reduced (< 80%), FEV1 reduced (< 80%), FEV1/FVC reduced (< 0.7)
dFVC normal (≥ 80%), FEV1 normal (≥ 80%), FEV1/FVC normal (≥ 0.7)
Prevalence ratio (PR) of respiratory symptoms among HCWs compared to the reference group of office workers
| Symptom | Reference group ( | Exposed group ( | Unadjusted model PR (95% CI) | Adjusted model 1a PR (95% CI) | Adjusted model 2b PR (95% CI) |
|---|---|---|---|---|---|
| Cough | 25 (11.0) | 54 (23.7) | |||
| Phlegm production | 12 (5.3) | 40 (17.5) | |||
| Productive cough | 15 (6.6) | 37 (16.2) | |||
| Wheezing | 4 (1.8) | 17 (7.5) | |||
| Shortness of breath | 43 (18.9) | 71 (31.1) | 1.42 (0.95, 2.14) | 1.40 (0.93, 2.12) | |
| Chest tightness | 10 (4.4) | 18 (7.9) | 1.80 (0.83, 3.89) | 1.79 (0.77, 4.18) | 1.73 (0.73, 4.12) |
| Exposure category | Cough | ||||
| Reference group ( | 25 (11.0) | Ref | Ref | Ref | |
| Nurses ( | 16 (18.6) | 1.70 (0.90, 3.17) | 1.81 (0.90, 3.63) | 1.74 (0.87, 3.49) | |
| Laboratory workers ( | 9 (45.0) | ||||
| Nurses’ aides ( | 10 (27.0) | 1.78 (0.79, 4.03) | 1.68 (0.73, 3.85) | ||
| Cleaners ( | 8 (24.2) | 2.21 (0.99, 4.90) | 1.27 (0.46, 3.45) | 1.32 (0.48, 3.62) | |
| Surgical technicians ( | 2 (10.5) | 0.96 (0.22, 4.05) | 1.02 (0.24, 4.35) | 0.94 (0.22, 4.04) | |
| Others ( | 9 (27.3) | 2.19 (0.96, 4.98) | 2.07 (0.88, 4.86) | ||
| Reference group ( | 12 (5.3) | Ref | Ref | Ref | |
| Nurses ( | 15 (17.4) | ||||
| Laboratory workers ( | 3 (15.0) | 2.85 (0.80, 10.09) | 3.21 (0.88, 11.67) | ||
| Nurses’ aides ( | 9 (24.3) | ||||
| Cleaners ( | 4 (12.1) | 2.30 (0.74, 7.14) | 1.40 (0.37, 5.23) | 1.59 (0.43, 5.82) | |
| Surgical technicians ( | 1 (5.3) | 1.00 (0.13, 7.69) | 0.99 (0.12, 7.66) | 1.02 (0.13, 8.04) | |
| Others ( | 8 (24.2) | ||||
| Reference group ( | 15 (6.6) | Ref | Ref | Ref | |
| Nurses ( | 10 (11.6) | 1.76 (0.79, 3.93) | 1.90 (0.79, 4.60) | 1.91 (0.78, 4.69) | |
| Laboratory workers ( | 7 (35.0) | ||||
| Nurses’ aides ( | 9 (24.3) | ||||
| Cleaners ( | 5 (15.2) | 2.30 (0.83, 6.33) | 2.22 (0.62, 7.87) | 2.53 (0.69, 9.18) | |
| Surgical technicians ( | 1 (5.3) | 0.80 (0.10, 6.05) | 0.88 (0.11, 6.76) | 0.94 (0.12, 7.24) | |
| Others ( | 5 (15.2) | 2.30 (0.83, 6.33) | 2.61 (0.90, 7.51) | 2.85 (0.98, 8.31) | |
| Reference group ( | 4 (1.8) | Ref | Ref | Ref | |
| Nurses ( | 2 (2.3) | 1.32 (0.24, 7.23) | 1.64 (0.25,10.56) | 1.49 (0.24, 9.06) | |
| Laboratory workers ( | 4 (20.0) | ||||
| Nurses’ aides ( | 5 (13.5) | 3.64 (0.85, 15.59) | |||
| Cleaners ( | 4 (12.1) | 4.82 (0.95, 24.25) | |||
| Surgical technicians ( | 1 (5.3) | 3.0 (0.33, 26.84) | 2.47 (0.27, 22.39) | 1.85 (0.19, 18.08) | |
| Others ( | 1 (3.0) | 1.72 (0.19, 15.45) | 1.40 (0.15, 13.20) | 1.15 (0.12, 11.06) | |
| Reference group ( | 43 (18.9) | Ref | Ref | Ref | |
| Nurses ( | 26 (30.2) | 1.60 (0.98, 2.60) | 1.58 (0.92, 2.71) | 1.49 (0.56, 3.90) | |
| Laboratory workers ( | 7 (35.0) | 1.85 (0.83, 4.12) | 1.96 (0.86, 4.45) | 2.01 (0.88, 4.63) | |
| Nurses’ aides ( | 13 (35.1) | 1.35 (0.66, 2.74) | 1.32 (0.64, 2.72) | ||
| Cleaners ( | 13 (39.4) | 0.95 (0.40, 2.22) | 0.95 (0.39, 2.30) | ||
| Surgical technicians ( | 5 (26.3) | 1.39 (0.55, 3.52) | 1.55 (0.61, 3.95) | 1.55 (0.60, 3.98) | |
| Others ( | 7 (21.2) | 1.12 (0.51, 2.50) | 0.99 (0.42, 2.32) | 1.00 (0.41, 2.41) | |
| Reference group ( | 10 (4.4) | Ref | Ref | Ref | |
| Nurses ( | 4 (4.7) | 1.06 (0.33, 3.381) | 1.36 (0.37, 4.92) | 1.36 (0.37, 4.93) | |
| Laboratory workers ( | 4 (20.0) | ||||
| Nurses’ aides ( | 4 (10.8) | 2.46 (0.77, 7.85) | 1.66 (0.41, 6.68) | 1.54 (0.37, 6.28) | |
| Cleaners ( | 3 (9.1) | 2.07 (0.57, 7.53) | 1.02 (0.18, 5.85) | 1.03 (0.17, 6.30) | |
| Surgical technicians ( | 1 (5.3) | 1.20 (0.15, 9.37) | 1.61 (0.20, 12.76) | 1.40 (0.17, 11.25) | |
| Others ( | 2 (6.1) | 1.38 (0.30, 6.30) | 1.42 (0.28, 7.07) | 1.19 (0.22, 6.46) | |
Bolded PR's are statistically significant at p < 0.05
aAdjusted for age, marital status, education, sex, and BMI
bAdjusted for age, marital status, education, sex, BMI, smoking (never, ex, and current), and waterpipe (never, ex, and current)
Interaction between smoking and occupational exposure among health care workers on the risk of symptoms
| Exposure category | Symptom n (%) | Unadjusted model PR (95% CI) | Adjusted Modela PR (95% CI) | ERR (95% CI) | RERI (95% CI) |
|---|---|---|---|---|---|
| Reference, | 23 (10.9) | Ref | Ref | Ref | |
| Exposure only, | 47 (22.3) | 0.86 (0.10, 2.14) | |||
| Current smoking only, | 1 (16.7) | 1.53 (0.20, 11.32) | 1.61 (0.21, 12.15) | 0.61 (− 0.79, 11.15) | |
| Exposure and current smoking, | 6 (46.2) | 1.90 (− 8.81, 9.76) | |||
| Ex-smoking only, | 1 (9.1) | 0.83 (0.11, 6.17) | 0.83 (0.10, 6.65) | − 0.17 (− 0.90, 5.65) | |
| Exposure and ex-smoking, | 1 (25.0) | 2.29 (0.31, 16.98) | 2.46 (0.31, 19.57) | 1.46 (− 0.69, 18.57) | 0.77 (− 5.56, 17.74) |
| Reference, | 23 (10.9) | Ref | Ref | Ref | |
| Exposure only, | 47 (22.3) | ||||
| Current or ex-smoking only | 2 (11.8) | 1.08 (0.25, 4.58) | 1.10 (0.24, 4.98) | 0.10 (− 0.76, 3.98) | |
| Exposure and current or ex-smoking, | 7 (41.2) | 1.98 (− 2.24, 8.15) | |||
| Reference, | 9 (4.3) | Ref | Ref | Ref | |
| Exposure only, | 34 (16.1) | ||||
| Current smoking only, | 1 (16.7) | 3.91 (0.49, 30.84) | 3.88 (0.48, 31.61) | 2.88 (− 0.52, 30.61) | |
| Exposure and current smoking, | 5 (38.5) | 3.55 (− 24.40, 27.17) | |||
| Ex-smoking only, | 2 (18.2) | 4.26 (0.92, 19.73) | 4.73 (0.93, 24.09) | 3.73 (− 0.07, 23.09) | |
| Exposure and ex-smoking, | 1 (25.0) | 5.86 (0.74, 46.26) | 4.58 (0.54, 38.93) | 3.58 (− 0.46, 37.93) | − 2.75 (− 23.46, 30.7) |
| Reference, | 9 (4.3) | Ref | Ref | Ref | |
| Exposure only, | 34 (16.1) | ||||
| Current or ex-smoking only, | 3 (17.6) | ||||
| Exposure and Current or ex-smoking, | 6 (35.3) | 1.25 (− 12.06, 17.31) | |||
| Reference, | 14 (6.6) | Ref | Ref | Ref | |
| Exposure only, | 35 (16.6) | ||||
| Current smoking only, | 0 | NA | NA | NA | |
| Exposure and current smoking, | 2 (15.4) | 2.32 (0.53, 10.20) | 3.62 (0.72, 18.29) | 2.62 (− 0.28, 17.29) | NA |
| Ex-smoking only, | 1 (9.1) | 1.37 (0.18, 10.42) | 1.99 (0.24, 16.72) | 0.99 (− 0.76, 15.72) | |
| Exposure and ex-smoking, | 0 | NA | NA | NA | NA |
| Reference, | 14 (6.6) | Ref | Ref | Ref | |
| Exposure only, | 35 (16.6) | ||||
| Current or ex-smoking only, | 1 (5.9) | 0.89 (0.12, 6.74) | 1.09 (0.14, 8.79) | 0.09 (− 0.86, 7.79) | |
| Exposure and Current or ex-smoking, | 2 (11.8) | 1.77 (0.40, 7.80) | 2.32 (0.47, 11.36) | 1.32 (− 0.53, 10.36) | − 0.50 (− 8.82, 8.17) |
| Reference, | 3 (1.4) | Ref | Ref | Ref | |
| Exposure only, | 12 (5.7) | 3.18 (0.89, 11.43) | 2.18 (− 0.11, 10.43) | ||
| Current smoking only, | 0 | NA | NA | NA | |
| Exposure and current smoking, | 4 (30.8) | NA | |||
| Ex-smoking only, | 1 (9.1) | 6.39 (0.66, 61.47) | 5.68 (0.48, 66.90) | 4.68 (− 0.52, 6.90) | |
| Exposure and ex-smoking, | 1 (25.0) | 4.85 (− 57.21, 133.87) | |||
| Reference, | 3 (1.4) | Ref | Ref | Ref | |
| Exposure only, | 12 (5.7) | 3.18 (0.89, 11.43) | 2.18 (− 0.11, 10.43) | ||
| Current or ex-smoking only, | 1 (5.9) | 4.14 (0.43, 39.77) | 3.32 (0.31, 35.56) | 2.32 (− 0.69, 34.56) | |
| Exposure and Current or ex-smoking, | 5 (29.4) | 8.63 (− 23.07, 65.40) | |||
| Reference, | 37 (17.5) | Ref | Ref | Ref | |
| Exposure only, | 68 (32.2) | ||||
| Current smoking only, | 3 (50.0) | 2.85 (0.88, 9.25) | |||
| Exposure and current smoking, | 3 (23.1) | 1.32 (0.40, 4.27) | 1.68 (0.46, 6.08) | 0.68 (− 0.54, 5.08) | − 2.75 (− 11.87, 2.09) |
| Ex-smoking only, | 3 (27.3) | 1.56 (0.48, 5.04) | 1.79 (0.49, 6.54) | 0.79 (− 0.51, 5.54) | |
| Exposure and ex-smoking, | 0 | NA | NA | NA | NA |
| Reference, | 37 (17.5) | Ref | Ref | Ref | |
| Exposure only, | 68 (32.2) | ||||
| Current or ex-smoking only, | 6 (35.3) | 2.01 (0.85, 4.77) | 2.52 (0.96, 6.58) | 1.52 (− 0.04, 5.58) | |
| Exposure and Current or ex-smoking, | 3 (17.6) | 1.00 (0.31, 3.26) | 1.37 (0.39, 4.87) | 0.37 (− 0.61, 3.87) | − 1.75 (− 5.98, 1.71) |
| Reference, | 10 (4.7) | Ref | Ref | Ref | |
| Exposure only, | 16 (7.6) | 1.60 (0.73, 3.53) | 1.60 (0.66, 3.82) | 0.60 (− 0.34, 2.82) | |
| Current smoking only, | 0 | NA | NA | NA | |
| Exposure and current smoking, | 2 (15.4) | 3.25 (0.71, 14.81) | 6.71 (0.95, 47.48) | 5.71 (− 0.05, 46.48) | NA |
| Ex-smoking only, | 0 | NA | NA | NA | |
| Exposure and ex-smoking, | 0 | NA | NA | NA | NA |
| Reference, | 10 (4.7) | Ref | Ref | Ref | |
| Exposure only, | 16 (7.6) | 1.60 (0.73, 3.53) | 1.60 (0.66, 3.82) | 0.60 (− 0.34, 2.82) | |
| Current or ex-smoking only, | 0 | NA | NA | NA | |
| Exposure and Current or ex-smoking, | 2 (11.8) | 2.48 (0.54, 11.33) | 5.25 (0.76, 35.91) | 4.25 (− 0.24, 34.91) | NA |
Bolded effect estimates are statistically significant at p < 0.05
aAdjusted for age, marital status, education, BMI, sex, and waterpipe
Interaction between smoking and occupational exposure among health care workers on lung function parameters
| Parameter | Factors | Main effects model β (95% CI) | Interaction modela β (95% CI) | |
|---|---|---|---|---|
| FEV1, L | Exposure | − 0.020 (− 0.09, 0.05) | − 0.02 (− 0.09, 0.05) | |
| Former smoking | − 0.24 (− 0.48, 0.004) | |||
| Current smoking | 0.12 (− 0.05, 0.30) | 0.11 (− 0.19, 0.42) | ||
| Exposure × former smoking | NA | − 0.03 (− 0.46, 0.40) | 0.93 | |
| Exposure × current smoking | NA | 0.02 (− 0.34, 0.37) | 0.89 | |
| FVC, L | Exposure | − 0.03 (− 0.11, 0.05) | − 0.05 (− 0.13, 0.03) | |
| Former smoking | ||||
| Current smoking | 0.09 (− 0.11, 0.30) | − 0.11 (− 0.46, 0.24) | ||
| Exposure × former smoking | NA | 0.25 (− 0.24, 0.75) | 0.32 | |
| Exposure × current smoking | NA | 0.28 (− 0.13, 0.70) | 0.17 | |
| FEV1: FVC, % | Exposure | 0.06 (− 0.89, 1.01) | 0.417 (− 0.56, 1.39) | |
| Former smoking | − 0.50 (− 3.32, 2.31) | 1.39 (− 1.94, 4.71) | ||
| Current smoking | 1.49 (− 0.96, 3.93) | |||
| Exposure × former smoking | NA | − 5.79 (− 11.66, 0.07) | 0.05 | |
| Exposure × current smoking | NA | 0.03 | ||
| FEV1%-predicted | Exposure | − 0.80 (− 2.95, 1.35) | − 0.85 (− 3.08, 1.37) | |
| Former smoking | − 6.10 (− 12.28, 0.09) | − 6.21 (− 13.63, 1.21) | ||
| Current smoking | 4.29 (− 1.05, 9.62) | 3.23 (− 6.14, 12.60) | ||
| Exposure × former smoking | NA | 0.25 (− 13.07, 13.56) | 0.97 | |
| Exposure × current smoking | NA | 1.53 (− 9.63, 12.69) | 0.78 | |
| FVC %-predicted | Exposure | − 0.88 (− 3.04, 1.28) | − 1.26 (− 3.49, 0.97) | |
| Former smoking | ||||
| Current smoking | 1.41 (− 3.95, 6.77) | − 3.181 (− 12.57, 6.21) | ||
| Exposure × former smoking | NA | 5.82 (− 7.53, 19.16) | 0.39 | |
| Exposure × current smoking | NA | 6.48 (− 4.71, 17.67) | 0.25 | |
| FEV1: FVC %-predicted | Exposure | 0.02 (− 1.14, 1.17) | 0.39 (− 0.80, 1.58) | |
| Former smoking | 1.15 (− 2.17, 4.48) | 3.20 (− 0.75, 7.16) | ||
| Current smoking | 3.22 (0.35, 6.09) | |||
| Exposure × former smoking | NA | − 6.25 (− 13.36, 0.85) | 0.08 | |
| Exposure × current smoking | NA | − 5.64 (− 11.60, 0.32) | 0.06 |
Bolded effect estimates are statistically significant at p < 0.05
aAdjusted for age (for the actual values), height (for the actual values), sex (for the actual values), marital status, education and waterpipe