| Literature DB >> 34720773 |
Miriam Arroyo-Belmonte1, Guillermina Natera-Rey2, Marcela Tiburcio-Sainz2, Nora Martínez-Vélez2.
Abstract
Since stress is known to play a role in the development of physical and mental illness, empirically validated measurements are required to assess the effect of adverse events such as the COVID-19 pandemic. The purpose of this study was to develop and evaluate the psychometric properties of the Adversity and Stress Scale (ASS). A sample of 3937 adults living in Mexico was used. The structure of the instrument was evaluated using exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). Construct validity was measured through associations between the ASS and psychological symptoms. In the EFA, the relational and contextual dimensions of stress were identified. A good fit was obtained in the CFA (CFI = 0.980, RMSEA = 0.040). The ASS score was associated with all the selected variables in the expected direction, and internal consistency was α = .86. The ASS is a valid, reliable measure, with the potential to be used in other adverse events.Entities:
Keywords: Adverse events; COVID-19; Reliability; Scale; Stress; Validity
Year: 2021 PMID: 34720773 PMCID: PMC8544184 DOI: 10.1007/s11469-021-00669-x
Source DB: PubMed Journal: Int J Ment Health Addict ISSN: 1557-1874 Impact factor: 11.555
Demographic data of sample (N = 3937)
| Total sample | EFA sample | CFA sample | |||||
|---|---|---|---|---|---|---|---|
| % | % | % | |||||
| Sex | |||||||
| Male | 1076 | 27.3 | 556 | 27.9 | 520 | 26.8 | .630 |
| Female | 2856 | 72.5 | 1434 | 71.9 | 1422 | 73.2 | |
| Age | .209 | ||||||
| 18 to 20 | 304 | 7.7 | 160 | 8.0 | 144 | 7.4 | |
| 21 to 30 | 1108 | 28.1 | 589 | 29.5 | 519 | 26.7 | |
| 31 to 40 | 1106 | 28.1 | 547 | 27.4 | 559 | 28.8 | |
| 41 to 50 | 780 | 19.8 | 393 | 19.7 | 387 | 19.9 | |
| 51 or over | 639 | 16.2 | 306 | 15.3 | 333 | 17.1 | |
| Marital status | .976 | ||||||
| Single | 1696 | 43.1 | 858 | 43.0 | 838 | 43.2 | |
| Divorced/separated | 352 | 8.9 | 181 | 9.1 | 171 | 8.8 | |
| Married/living together | 1840 | 46.7 | 930 | 46.6 | 910 | 46.9 | |
| Widowed | 49 | 1.2 | 26 | 1.3 | 23 | 1.2 | |
| Educational attainment | .236 | ||||||
| Elementary school | 5 | .1 | 1 | .1 | 4 | .2 | |
| Junior high school | 104 | 2.6 | 51 | 2.6 | 53 | 2.7 | |
| Senior high school | 775 | 19.7 | 412 | 20.7 | 363 | 18.7 | |
| Undergraduate or graduate degree | 3053 | 77.5 | 1531 | 76.7 | 1522 | 78.4 | |
| Occupation | .196 | ||||||
| Homemaker | 197 | 5.0 | 96 | 4.8 | 101 | 5.2 | |
| Unemployed | 9.2 | 192 | 9.6 | 160 | 8.8 | ||
| Employed | 2128 | 54.1 | 1045 | 52.4 | 1083 | 55.8 | |
| Student | 674 | 17.1 | 364 | 18.2 | 310 | 16.0 | |
| Self-employed | 576 | 14.6 | 298 | 14.9 | 278 | 14.3 | |
| Place of origin (region) | .858 | ||||||
| North | 1022 | 26.0 | 518 | 26.0 | 504 | 26.0 | |
| Center | 918 | 23.3 | 476 | 23.9 | 442 | 22.8 | |
| South | 373 | 9.5 | 188 | 9.4 | 185 | 9.5 | |
| City | 1624 | 41.2 | 813 | 40.8 | 811 | 41.8 | |
*X2, Mann-Whitney U test according to the level of measurement of variables
Exploratory factor analysis of the scale, reliability indices, and descriptive measures
| Items | Dimensions | ||
|---|---|---|---|
| Contextual dimension | Relational dimension | ||
| Situations related to space or housing | .414 | .731 | |
| Work or school | .492 | .633 | |
| Partner relationship | .312 | .722 | |
| Relationship with relatives or friendship | .450 | .711 | |
| Isolation or loneliness | .545 | .580 | |
| Situations related to free time | .575 | .661 | |
| Situations related to money | .656 | .475 | |
| Their own health | .732 | .407 | |
| The health of relatives or people close to them | .781 | .410 | |
| Leaving home | .799 | .418 | |
| Difficulties in neighborhood or place of residence | .542 | .424 | |
| Current social and economic situation | .731 | .215 | |
| Total | |||
| 50.1% | |||
| α. = 86 | α. = 80 | α. = .78 | |
| 1.48 | 1.71 | 1.28 | |
| .865 | .991 | .903 | |
Alpha, mean, and standard deviation calculated using the whole sample n = 3937
*Theoretical mean = 2; range: 0 to 4
Fig. 1CFA of the bifactor model of the ASS and fit indices
Indices for the one- and two-dimensional models
| Models | χ2/gl CMIN | GFI | AGFI | CFI | NFI | SRMR | RMSEA (IC90%) |
|---|---|---|---|---|---|---|---|
| One-dimensional scale | 369.58/47 = 7.863 | 0.968 | 0.946 | 0.953 | 0.94 | .057 | .059 (.054, .065) |
| Two-dimensional scale (11 items) | 167.94/40 = 4.127 | 0.985 | 0.975 | 0.980 | 0.974 | .042 | .040 (.034, .047) |
Correlation indices of subscales and total ASS score with associated constructs
| Mean (SD) | Correlation with total ASS (11 items) | Correlation with relational dimension | Correlation with contextual dimension | |
|---|---|---|---|---|
| Patient Health Questionnaire-2 | 2.27 (1.77) | .598** | .604** | .475** |
| Positive emotions during lockdown | 2.84 (.87) | −.324** | −.345** | −.239** |
| Negative emotions during lockdown | 3.13 (1.05) | .684** | .606** | .635** |
| Perceived threat from COVID-19 | 3.27 (1.82) | .513** | .376** | .560** |
| Analog measure of stress during Lockdown | 3.49 (1.26) | .646** | .610** | .560** |
| Analog measure of health status | 3.82 (.82) | −.280** | −.223** | −.287** |
| Analog measure of effects on psychological health due to coronavirus | 2.90 (1.87) | .590** | .552** | .517** |
**p < .001
Total ASS score and its dimensions by sociodemographic variable
| Total ASS | Relational dimension | Contextual dimension | |||||||
|---|---|---|---|---|---|---|---|---|---|
| N | Mean | SD | N | Mean | SD | N | Mean | SD | |
| Sex | ** | ** | ** | ||||||
| Male | 1076 | 1.32 | 0.84 | 1076 | 1.14 | 0.88 | 1076 | 1.53 | 0.98 |
| Female | 2856 | 1.54 | 0.87 | 2856 | 1.34 | 0.91 | 2856 | 1.78 | 1.02 |
| Age | ** | ** | ** | ||||||
| 18–20 | 304 | 1.55 | 0.84 | 304 | 1.57 | 0.90 | 304 | 1.53 | 1.01 |
| 21–30 | 1108 | 1.78 | 0.87 | 1108 | 1.61 | 0.91 | 1108 | 1.99 | 1.02 |
| 31–40 | 1106 | 1.51 | 0.84 | 1106 | 1.31 | 0.86 | 1106 | 1.75 | 1.01 |
| 41–50 | 780 | 1.32 | 0.81 | 780 | 1.08 | 0.82 | 780 | 1.60 | 0.99 |
| 51 or over | 639 | 1.06 | 0.76 | 639 | 0.77 | 0.74 | 639 | 1.41 | 0.93 |
| Occupation | ** | ** | ** | ||||||
| Homemaker | 197 | 1.46 | 0.89 | 197 | 1.17 | 0.87 | 197 | 1.81 | 1.10 |
| Unemployed | 362 | 1.78 | 0.91 | 362 | 1.50 | 0.97 | 362 | 2.11 | 1.00 |
| Employed | 2128 | 1.36 | 0.83 | 2128 | 1.17 | 0.85 | 2128 | 1.59 | 0.98 |
| Student | 674 | 1.73 | 0.87 | 674 | 1.68 | 0.90 | 674 | 1.79 | 1.05 |
| Self-employed | 576 | 1.45 | 0.86 | 576 | 1.14 | 0.89 | 576 | 1.81 | 1.00 |
t-test and ANOVA by level of measurement of variables, **p < .001