| Literature DB >> 33559748 |
Juliana Alvares Duarte Bonini Campos1, Bianca Gonzalez Martins2, Lucas Arrais Campos3,4, Filomena de Fátima Valadão-Dias5, João Marôco6.
Abstract
BACKGROUND: Studies of previous pandemics indicate that healthcare workers have a high risk of developing symptoms related to mental health, especially depression, anxiety, and stress.Entities:
Keywords: Anxiety; COVID-19; Depression; Healthcare professionals; Pandemic; Stress
Mesh:
Year: 2021 PMID: 33559748 PMCID: PMC7871020 DOI: 10.1007/s00420-021-01656-4
Source DB: PubMed Journal: Int Arch Occup Environ Health ISSN: 0340-0131 Impact factor: 2.851
Psychometric parameters indicating the goodness-of-fit to the data of the DASS (Depression, Anxiety and Stress Scale) and IES-R models (Impact of Event Scale-revised)
| Instrument | Professional category | CFAa | |||||
|---|---|---|---|---|---|---|---|
| λ | CFI | TLI | RMSEA [90%CI] | ||||
| DASS-21 | Dentist | 341 | 0.55–0.91 | 0.985 | 0.983 | 0.053 [0.045–0.061] | 0.877–0.945 |
| Nurse | 198 | 0.50–0.91 | 0.977 | 0.974 | 0.058 [0.047–0.069] | 0.887–0.933 | |
| Pharmacist | 157 | 0.55–0.89 | 0.966 | 0.962 | 0.070 [0.057–0.082] | 0.872–0.930 | |
| Physiotherapistb | 115 | 0.50–0.97 | 0.977 | 0.973 | 0.068 [0.051–0.084] | 0.884–0.938 | |
| Physician | 190 | 0.46–0.90 | 0.972 | 0.968 | 0.060 [0.048–0.071] | 0.876–0.937 | |
| Nutritionist | 133 | 0.47–0.92 | 0.950 | 0.944 | 0.077 [0.063–0.090] | 0.890–0.915 | |
| Psychologist | 267 | 0.58–0.93 | 0.974 | 0.971 | 0.063 [0.054–0.072] | 0.886–0.944 | |
| Others | 208 | 0.50–0.95 | 0.974 | 0.971 | 0.075 [0.065–0.085] | 0.878–0.945 | |
| IES-R | Dentistc | 341 | 0.40–0.90 | 0.953 | 0.947 | 0.083 [0.076–0.091] | 0.869–0.928 |
| Nursec | 198 | 0.53–0.91 | 0.981 | 0.978 | 0.055 [0.043–0.067] | 0.858–0.925 | |
| Pharmacistd | 157 | 0.46–0.89 | 0.954 | 0.947 | 0.087 [0.074–0.100] | 0.867–0.900 | |
| Physiotherapiste | 115 | 0.45–0.92 | 0.961 | 0.957 | 0.076 [0.061–0.090] | 0.878–0.932 | |
| Physicianc | 190 | 0.30–0.92 | 0.973 | 0.969 | 0.058 [0.046–0.069] | 0.844–0.906 | |
| Nutritionistc | 133 | 0.36–0.94 | 0.962 | 0.957 | 0.072 [0.058–0.085] | 0.840–0.928 | |
| Psychologistc | 267 | 0.51–0.86 | 0.963 | 0.958 | 0.065 [0.056–0.073] | 0.843–0.917 | |
| Othersc | 208 | 0.40–0.91 | 0.955 | 0.949 | 0.076 [0.066–0.086] | 0.836–0.913 | |
aConfirmatory factor analysis by weighted least squares mean and variance adjusted (WLSMV), comparative fit index (CFI), Tucker-Lewis index (TLI), and root mean square error of approximation (RMSEA) estimation with 90% confidence interval [90%CI]. Adequate fit: CFI and TLI ≥ 0.90, RMSEA ≤ 0.10, and α > 0.70
bRefined model without item 15
cRefined model without item 2
dRefined model without items 2, 5, and 7
eFull model
Fig. 1Mean scores for the responses to the items of the Depression, Anxiety and Stress Scale (DASS-21) and the Impact of Event Scale—revised (IES-R) according to work category
Characteristics of the healthcare workers participating in the study (n = 1,609)
| Characteristic | |
|---|---|
| Previous diagnosis of mental disorder | |
| No | 1,121 (69.7) |
| Yes | 448 (27.8) |
| Know someone who tested positive for COVID-19 | |
| No | 380 (23.6) |
| Yes | 1,229 (76.4) |
| Social isolation | |
| No | 349 (21.7) |
| Yes | 1,260 (78.3) |
| Believe the COVID-19 is dangerous | |
| No | 36 (2.2) |
| Yes | 1,573 (97.8) |
| Monthly family incomea | |
| < R$ 1,255.00 | 48 (3.0) |
| R$ 1,255.00–R$ 2,004.00 | 117 (7.3) |
| R$ 2,005.00–R$8,640.00 | 711 (44.2) |
| R$ 8,641.00–R$ 11,261.00 | 273 (17.0) |
| > R$ 11,262.00 | 457 (28.5) |
| Previous health problem | |
| No | 1,182 (73.5) |
| Yes | 427 (26.5) |
| Gender | |
| Women | 1,338 (83.6) |
| Men | 263 (16.4) |
| Region in Brazil | |
| Midwest | 91 (5.7) |
| Northeast | 479 (27.8) |
| North | 142 (8.8) |
| Southeast | 702 (43.6) |
| South | 195 (12.1) |
| Professional category | |
| Dentist | 341 (21.2) |
| Nurse | 198 (12.3) |
| Pharmacists | 157 (9.8) |
| Physiotherapist | 115 (7.1) |
| Physician | 190 (11.8) |
| Nutritionist | 133 (8.3) |
| Psychologist | 267 (16.6) |
| Otherb | 208 (12.9) |
a1USD = 5.24BRL(R$) (12/02/2020)
bhealth agent: n = 22, biomedical agent: n = 55, physical educator: n = 11, speech therapist: n = 42, health technician: n = 48, and occupational therapist: n = 30
Distribution of participants according to work category and work characteristics during the pandemic
| Professional category | Total | ||||
|---|---|---|---|---|---|
| No | Yes, usual routine, in-person | Yes, adapted in-person routine | Yes, remotely | ||
| Dentist | 110 (32.3) | 13(3.8) | 149 (43.7) | 69 (20.2) | 341 |
| Nurse | 42 (21.2) | 57 (28.8) | 32 (16.2) | 67 (33.8) | 198 |
| Pharmacists | 24 (15.3) | 24 (15.3) | 30 (19.1) | 79 (50.3) | 157 |
| Physiotherapist | 28 (24.4) | 16 (13.9) | 32 (27.8) | 39 (33.9) | 115 |
| Physician | 18 (9.5) | 44 (23.2) | 107 (56.3) | 21 (11.0) | 190 |
| Nutritionist | 37 (27.8) | 9 (6.8) | 24 (18.0) | 63 (47.4) | 133 |
| Psychologist | 41 (15.4) | 14 (5.2) | 41 (15.4) | 171 (64.0) | 267 |
| Other | 47 (22.6) | 38 (18.2) | 49 (23.6) | 74 (35.6) | 208 |
Comparison of the mean scores for depression, anxiety and stress symptoms and the psychological impact related to the pandemic (general, avoidance, intrusion and hyperarousal) among work categories
| Professional category | Mean (standard deviation) | ||||||
|---|---|---|---|---|---|---|---|
| DASS-21* | IES-R* | ||||||
| Depression# | Anxiety# | Stress£ | Psychologic impact£ | Avoidance£ | Intrusion£ | Hyperarousal# | |
| Dentist | 12.7 (9.7)b | 7.6 (6.9)b | 16.1 (8.4)b | 26.8 (15.6)b | 10.8 (6.1)b | 8.9 (6.5)b | 7.1 (5.1)b |
| Nurse | 11.2 (9.0)a,b | 6.9 (6.8)b | 15.5 (7.9)a,b | 25.0 (15.0)a,b | 9.8 (6.0)a,b | 8.5 (6.1)a,b | 6.7 (4.7)a,b |
| Pharmacist££ | 12.8 (9.4)b | 6.9 (6.8)b | 16.3 (8.6)b | 27.0 (13.7) | 10.6 (5.5) | 9.2 (6.0) | 7.2 (4.8) |
| Physician £££ | 9.0 (8.2)a | 4.7 (5.4)a | 13.5 (7.2)a | 19.3 (12.0) | 7.7 (5.5) | 6.7 (4.7) | 4.9 (3.7) |
| Nutritionist | 12.4 (8.8)b | 7.4 (7.0)b | 15.7 (8.5)a,b | 25.8 (14.7)a,b | 10.2 (5.5)a,b | 8.7 (6.4)a,b | 7.0 (5.0)a,b |
| Psychologist | 11.2 (9.4)ab | 6.8 (6.7)b | 14.7 (7.9)a,b | 22.4 (13.2)a | 8.9 (5.8)a | 7.5 (5.7)a | 6.0 (4.3)a |
| Others | 13.1 (10.1)b | 7.8 (7.0)b | 16.5 (8.6)b | 26.7 (14.5)b | 10.5 (5.4)b | 9.0 (6.1)b | 7.2 (5.0)a,b |
*DASS-21: Depression, Anxiety and Stress Scale, IES-R: Impact of Event Scale—revised
#Welch corrected ANOVA (Games-Howell post-test)
£ANOVA (Tukey’s post-test); ab, different letters indicate statistical difference, α = 5%
££Pharmacist category was not included in the comparison of IES-R scores due to lack of configurational invariance
£££Physician category was not included in the comparison of IES-R scores due to lack of metric and scalar invariance
Prevalence (point estimate and 95% confidence interval—95% CI) of depression, anxiety, stress, and general psychological impact according to work category
| Professional category | Depression | Anxiety | Stress | Overall Psychologic impact |
|---|---|---|---|---|
| Dentist | 57.2 [51.9–62.5] | 43.10 [37.8–48.4] | 49.90 [44.6–55.2] | 50.40 [45.1–55.7] |
| Nurse | 50.0 [43.0–57.0] | 40.90 [34.0–47.8] | 49.00 [42.0–56.0] | 46.00 [39.0–53.0] |
| Pharmacist | 59.2 [51.5–66.9] | 40.10 [32.4–47.8] | 54.10 [46.3–61.9] | 55.4 [47.6–63.2] |
| Physician | 38.4 [31.5–45.3] | 25.80 [19.6–32.0] | 37.90 [31.0–44.8] | 31.6 [25.0–38.2] |
| Nutritionist | 55.6 [47.1–64.1] | 40.60 [32.2–49.0] | 51.90 [43.4–60.4] | 51.1 [42.6–59.6] |
| Psychologist | 50.2 [44.2–56.2] | 39.00 [33.1–44.9] | 43.10 [37.1–49.1] | 42.70 [36.8–48.6] |
| Other | 57.2 [48.3–66.1] | 46.20 [37.2–55.2] | 55.80 [46.8–64.8] | 54.80 [45.8–63.8] |