| Literature DB >> 35989567 |
Héctor Brito1, Daniela Andrade2, Germán Rojas3, Aldo Martinez4, Jose Alfaro1.
Abstract
COVID-19 pandemic has had a great impact worldwide, specially affecting mental health and has undoubtedly taken part in human behaviour modification, increasing global health burden and with stress, anxiety and depression being the main contributors to this load. Because of the importance of this issue, the objective of this study was the creation of an explanatory model for the causal relationship of the main psychological variables: stress, anxiety and depression in the COVID-19 pandemic context. A cross-sectional study was carried out with a sample of 709 volunteers, sociodemographic variables and psychological symptoms were measured through a virtual DASS-21 questionnaire, during the COVID-19 pandemic, dated from November 2 to 6, 2020. A structural equation model using the weighted least squares means and the adjusted variance was employed for the creation and adjustment of the explanatory relational model. The results showed the presence of stress, anxiety and depression symptoms among the general population. The model showed an adequate fit (CFI = 0.94; TLI = 0.94; RMSEA = 0.06; P = 0.000) and was able to explain more than 80% of depressive symptoms (R2 = 0.86) and more than 70% of anxiety symptoms (R2 = 0.72), in addition to showing a unidirectional causal relationship of long-term stress on anxiety, and anxiety on depressive symptoms, showing a linked behaviour of the same, in the adjusted model. It was also outlined that this model was characterized by being expressed mainly in women, with lower quality of sleep and at a younger age.Entities:
Keywords: COVID-19; anxiety; cross-sectional; depression; mental health; stress psychological
Year: 2022 PMID: 35989567 PMCID: PMC9538805 DOI: 10.1111/inm.13053
Source DB: PubMed Journal: Int J Ment Health Nurs ISSN: 1445-8330 Impact factor: 5.100
Sociodemographic characteristics
| Characteristics | Frequency | % |
|---|---|---|
| Sex | ||
| Feminine | 468 | 66 |
| Male | 241 | 34 |
| Confinement level | ||
| Without confinement | 19 | 2.75 |
| Minimum confinement | 209 | 29.5 |
| Moderate confinement | 378 | 53.3 |
| Greater confinement | 103 | 14.5 |
| Physical activity | ||
| Yes | 386 | 54.4 |
| No | 323 | 45.6 |
| Physical symptoms | ||
| Yes | 421 | 59.4 |
| No | 288 | 40.6 |
| Sleep | ||
| Very bad | 53 | 7.5 |
| Bad | 153 | 21.6 |
| Acceptable | 329 | 46.4 |
| Good | 141 | 19.9 |
| Very good | 33 | 4.7 |
| Place of residence | ||
| Urban | 628 | 88.5 |
| Rural | 82 | 11.5 |
| Educational level | ||
| Non‐university | 187 | 26.3 |
| University | 431 | 60.7 |
| Postgraduate | 92 | 13.0 |
| Frequency of information on the pandemic | ||
| I never get informed | 39 | 5.5 |
| Sometimes I inform myself | 312 | 43.9 |
| I frequently report | 237 | 33.4 |
| I inform myself every day | 122 | 17.2 |
Severity of psychological symptoms
| Psychological symptoms COVID‐19 | Total dimensions by degrees | Dimensions by grades according to sex % | Differences between sexes/Without degrees | Total dimensions/Without degrees | ||||
|---|---|---|---|---|---|---|---|---|
| Dimensions | Severity grades | Fr. | % | F | M |
| Mean | SD |
| Stress | Mild stress | 412 | 58 | 54.6 | 45.4 | 0.000 | 8.6 | 5.34 |
| Moderate stress | 127 | 17.9 | 82.7 | 17.3 | ||||
| Severe stress | 103 | 14.5 | 76.7 | 23.3 | ||||
| Extremely severe stress | 67 | 9.44 | 88.1 | 11.9 | ||||
| Depression | Mild depression | 452 | 63.7 | 59.3 | 40.7 | 0.000 | 5.7 | 5.3 |
| Moderate depression | 126 | 17.7 | 69.0 | 31 | ||||
| Severe depression | 52 | 7.32 | 84.6 | 15.4 | ||||
| Extremely severe depression | 79 | 11.1 | 87.3 | 12.7 | ||||
| Anxiety | Mild anxiety | 428 | 60.3 | 55.6 | 44.4 | 0.000 | 4.7 | 4.76 |
| Moderate anxiety | 110 | 15.5 | 74.5 | 25.5 | ||||
| Severe anxiety | 57 | 8.03 | 77.2 | 22.8 | ||||
| Extremely severe anxiety | 114 | 16.1 | 91.2 | 8.8 | ||||
F, feminine; M, male; SD, standard deviation.
Measurement model adjustment indicators
| Items | Factor | Standardized estimate | SE | C.R. |
|
|---|---|---|---|---|---|
| A.1 | Anxiety | 0.54 | |||
| A.2 | 0.57 | 0.06 | 12.13 | 0.000 | |
| A.3 | 0.7 | 0.08 | 13.71 | 0.000 | |
| A.4 | 0.78 | 0.1 | 14.66 | 0.000 | |
| A.5 | 0.84 | 0.1 | 15.18 | 0.000 | |
| A.6 | 0.72 | 0.09 | 13.95 | 0.000 | |
| A.7 | 0.82 | 0.1 | 15.01 | 0.000 | |
| D.1 | Depression | 0.77 | 0.05 | 20.93 | 0.000 |
| D.2 | 0.7 | 0.06 | 18.9 | 0.000 | |
| D.3 | 0.84 | 0.06 | 22.84 | 0.000 | |
| D.4 | 0.83 | 0.06 | 22.55 | 0.000 | |
| D.5 | 0.83 | 0.05 | 22.81 | 0.000 | |
| D.6 | 0.78 | 0.05 | 21.11 | 0.000 | |
| D.7 | 0.74 | ||||
| E.1 | Stress | 0.75 | 0.05 | 20.41 | 0.000 |
| E.2 | 0.75 | 0.05 | 20.7 | 0.000 | |
| E.3 | 0.69 | 0.05 | 18.72 | 0.000 | |
| E.4 | 0.76 | 0.05 | 21.02 | 0.000 | |
| E.5 | 0.82 | 0.05 | 22.67 | 0.000 | |
| E.6 | 0.71 | 0.04 | 19.18 | 0.000 | |
| E.7 | 0.76 |
ASV, Average Shared Variance; AVE, variance extracted; C.R, Critical Ratio; MSV, Maximum Shared Variance squared; SE, Standard Error.
Fig. 1Base Model. Relationship between Stress, Anxiety and Depression.
Adjustment indicators models/Relationship of dimensions model A
| Goodness of fit indices | ||||||||
|---|---|---|---|---|---|---|---|---|
|
| df | CFI | TLI | RMSEA | AIC |
|
| |
| Model A | 735.2 | 183 | 0.933 | 0.922 | 0.076 | 853 206 | D 0.858 | 0.000 |
| Model B | 748.3 | 188 | 0.943 | 0.935 | 0.066 | 840 308 |
S/A 0.858 A/D 0.858 | 0.000 |
A/D, Anxiety‐Depression; AIC, Akaike's Information Criterion; CFI, comparative fit index; CR, Critical Ratio; D, Depression; df, degree of freedom; R2, coefficient of determination; RMSEA, root mean square error of approximation; S/A, Stress‐Anxiety; SE, Standard Error; TLI, Tucker‐Lewis Index; X 2, chi‐square.
Fig. 2Model A, B. Relationship between Stress, Anxiety and Depression. gl, degrees of freedom, x 2, Chi‐squared.