| Literature DB >> 34761473 |
Mehdi Akbari1, Mohammad Seydavi1, Elahe Zamani1, Ana V Nikčević2, Marcantonio M Spada3.
Abstract
There is a potential for a long-lasting psychological and social impact from the COVID-19 pandemic. Recently, the COVID-19 Anxiety Syndrome Scale (C19-ASS) has been developed, which measures individuals' coping mechanisms in relation to the fear or threat of COVID-19. The C19-ASS was developed and has been used so far only in Western samples. Further psychometric evaluation is needed in ethnically diverse samples. Therefore, the current study sought to test the psychometric properties in a large sample of Iranians (n = 1429; female = 52.1%; Mean age = 35.83, ±12.89) who completed a cross-sectional survey. Exploratory factor analysis revealed that the Persian C19-ASS has a two-factor structure corresponding to the perseveration and avoidance subscales of the original scale. Confirmatory factor analyses also supported a two-factor solution, which showed a firm model fit and high internal consistencies. Furthermore, it showed excellent divergent validity from generalized anxiety, indicating that it is concerned explicitly with COVID-19, supported by correlational analyses and exploratory factor analysis. Test of incremental validity indicated the Persian C19-ASS explained more variance in functional impairment and COVID-19 anxiety than the gender, marital and educational status, generalized anxiety, neuroticism, openness, consciousness and having lost someone close due to COVID-19. Also, based on a mediation test, it was found that C19-ASS mediates the relationship between the Big Five personality traits (except openness and consciousness) and health anxiety, generalized anxiety, depression and COVID-19 anxiety. Overall, the current findings provide further evidence for the construct of the COVID-19 anxiety syndrome. The COVID-19 anxiety syndrome is discussed in light of the S-REF model that provides an explanatory framework for this pandemic-related construct.Entities:
Keywords: COVID-19 Anxiety Syndrome Scale; avoidance; factor structure; perseveration; reliability; validity
Mesh:
Year: 2021 PMID: 34761473 PMCID: PMC8652801 DOI: 10.1002/cpp.2686
Source DB: PubMed Journal: Clin Psychol Psychother ISSN: 1063-3995
Demographic features and additional data of the sample (n = 1,429)
|
| % | ||
|---|---|---|---|
| Gender | Female | 745 | 52.1 |
| Male | 684 | 47.9 | |
| Marital status | Single | 717 | 50.2 |
| Married | 712 | 49.8 | |
| Educational level | Academic | 818 | 57.2 |
| Non‐academic | 611 | 42.8 | |
| Occupational status | Employed | 838 | 58.6 |
| Unemployed | 591 | 41.4 | |
| Mental status (been diagnosed with a mental health disorder) | Yes | 107 | 7.5 |
| No | 1,246 | 87.2 | |
| Prefer not to disclose | 76 | 5.3 | |
| Risk status | Yes | 380 | 26.6 |
| No | 1,049 | 73.4 | |
| Close death | Yes | 332 | 23.2 |
| No | 1,097 | 76.8 |
Persian C19‐ASS standardized factor loadings and item descriptive statistics
| Exploratory factor analysis | Descriptive statistics | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| No. | Perseveration | Avoidance |
| I‐T | I‐Ts | Skewness | Kurtosis |
|
|
| ITEM 2 |
| 0.154 | 0.534 | 0.537 | 0.564 | 0.841 | −0.271 | 1.44 | 1.21 |
| ITEM 4 |
| 0.351 | 0.606 | 0.518 | 0.488 | −0.332 | −1.491 | 1.31 | 1.26 |
| ITEM 6 |
| 0.324 | 0.602 | 0.525 | 0.496 | 0.761 | −0.559 | 1.37 | 1.32 |
| ITEM 7 |
| 0.000 | 0.251 | 0.602 | 0.696 | 0.556 | −0.696 | 1.58 | 1.28 |
| ITEM 8 |
| 0.160 | 0.448 | 0.585 | 0.608 | 0.417 | −0.944 | 1.76 | 1.33 |
| ITEM 9 |
| 0.094 | 0.514 | 0.537 | 0.585 | 0.186 | −1.164 | 1.98 | 1.34 |
| ITEM 1 | 0.008 |
| 0.846 | 0.244 | 0.279 | 0.715 | −0.886 | 1.42 | 1.45 |
| ITEM 3 | 0.000 |
| 0.354 | 0.467 | 0.485 | 0.687 | −0.383 | 1.85 | 1.45 |
| ITEM 5 | 0.222 |
| 0.508 | 0.501 | 0.405 | 0.182 | −1.321 | 2.46 | 1.55 |
Abbreviations: h 2, communality; I‐T, item–total correlations; I‐Ts, item‐total correlations between each item and its subscale; M, mean; SD, standard deviation.
Model fit indices of confirmatory factor analysis for the Persian C19‐ASS
|
|
|
| SRMR | RMSEA | GFI | CFI | NFI | TLI | IFI | |
|---|---|---|---|---|---|---|---|---|---|---|
| One‐factor solution | 193.651 | 27 | 7.172 | 0.0529 | 0.092 | 0.941 | 0.915 | 0.903 | 0.887 | 0.916 |
| Two‐factor solution | 130.363 | 26 | 5.014 | 0.0464 | 0.070 | 0.960 | 0.956 | 0.949 | 0.952 | 0.961 |
Note. All the models were estimated with zero cross‐loadings and correlated errors.
Abbreviations: CFI, comparative fit index; GFI, goodness of fit; IFI, incremental fit index; NFI, normed fit index; RMSEA, root mean square error of approximation; SRMR, standardized root mean square residual; TLI, Tucker–Lewis index; χ 2, chi‐square index.
FIGURE 1The two‐factor solution model, confirmatory factor analysis. A, avoidance subscale; P, perseveration subscale
Means, standard deviations, ranges and intercorrelations of variables: Construct validity for Persian C19‐ASS
|
|
| Range | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. BFI‐E | 6.2 | 2.1 | 2–10 | (0.90) | ||||||||||||
| 2. BFI‐A | 6.4 | 1.8 | 2–10 | 0.22 | (0.69) | |||||||||||
| 3. BFI‐C | 6.9 | 2.0 | 2–10 | 0.20 | 0.16 | (0.88) | ||||||||||
| 4. BFI‐N | 6.1 | 2.4 | 2–10 | −0.16 | −0.26 | −0.13 | (0.79) | |||||||||
| 5. BFI‐O | 7.4 | 1.9 | 2–10 | 0.08 | −0.04 | 0.05 | 0.02 | (0.86) | ||||||||
| 6. PHQ | 8.5 | 7.1 | 0–27 | −0.26 | −0.20 | −0.32 | 0.39 | 0.05 | (0.96) | |||||||
| 7. WSAS | 14.3 | 9.7 | 0–40 | −0.12 | −0.23 | −0.14 | 0.21 | −0.03 | 0.41 | (0.86) | ||||||
| 8. GAD | 5.6 | 5.3 | 0–21 | −0.18 | −0.27 | −0.19 | 0.47 | 0.06 | 0.82 | 0.38 | (0.94) | |||||
| 9. WI | 13.8 | 5.6 | 7–35 | −0.14 | −0.26 | −.22 | 0.32 | 0.02 | 0.47 | 0.27 | 0.49 | (0.79) | ||||
| 10. CAS | 1.0 | 1.7 | 0–8 | 0.04 | −0.08 | 0.04 | 0.17 | 0.02 | 0.21 | 0.29 | 0.26 | 0.20 | (0.69) | |||
| 11. C19‐ASS‐P | 9.6 | 5.7 | 0–24 | −0.08 | −0.14 | 0.01 | 0.14 | 0.06 | 0.19 | 0.32 | 0.23 | 0.30 | 0.33 | (0.82) | ||
| 12. C19‐ASS‐A | 5.7 | 3.2 | 0–12 | −0.12 | −0.07 | 0.03 | 0.02 | 0.03 | 0.09 | 0.26 | 0.06 | 0.12 | 0.18 | 0.48 | (0.70) | |
| 13. C‐19ASS | 15.4 | 7.8 | 0–36 | −0.11 | −0.13 | 0.02 | 0.11 | 0.04 | 0.18 | 0.34 | 0.20 | 0.27 | 0.31 | 0.94 | 0.77 | (0.81) |
| Age | 35.8 | 12.8 | 18–65 | 0.29 | 0.10 | 0.08 | −0.02 | −0.06 | −0.02 | 0.04 | −0.01 | 0.04 | 0.04 | 0.06 | −0.01 | 0.04 |
| Gender | — | — | — | 0.12 | 0.09 | 0.03 | 0.06 | −0.02 | −0.03 | −0.07 | −0.02 | −0.08 | 0.05 | −0.08 | 0.05 | −0.04 |
| Close death | — | — | — | −0.06 | −0.03 | 0.03 | 0.04 | −0.05 | 0.09 | 0.11 | 0.09 | 0.07 | 0.04 | 0.12 | 0.04 | 0.10 |
Note: Internal consistency coefficients are in the parentheses on the diagonal.
Abbreviations: BFI‐10‐Agr, Big Five Inventory‐10‐Agreeableness; BFI‐10‐Com, Big Five Inventory‐10‐Conscientiousness; BFI‐10‐Ext, Big Five Inventory‐10‐Extraversion; BFI‐10‐Neu, Big Five Inventory‐10‐Neuroticism; BFI‐10‐Ope, Big Five Inventory‐10‐Openness; C‐19ASS, COVID‐19 Anxiety Syndrome Scale; C‐19ASS‐A, COVID‐19 Anxiety Syndrome Scale‐Avoidance; C‐19ASS‐P, COVID‐19 Anxiety Syndrome Scale‐Perseveration; CAS, Coronavirus Anxiety Scale; close death, close death due to COVID‐19; GAD, generalized anxiety disorder; WI, Whiteley Index; WSAS, Work and Social Adjustment Scale.
p < 0.05.
p < 0.01.
Hierarchical regression statistics predicting Coronavirus Anxiety Scale (CAS) scores: Incremental validity
| Predictor |
|
|
|
|
| Adjusted | ∆ |
|---|---|---|---|---|---|---|---|
| Step 1 | 0.097 | 0.009 | 0.008 | 0.009 | |||
| Marital status | 0.08 | 3.10 | 0.0071 | ||||
| Educational status | −0.04 | −1.76 | 0.0023 | ||||
| Step 2 | 0.212 | 0.045 | 0.042 | 0.036 | |||
| Marital status | 0.08 | 3.11 | 0.0069 | ||||
| Educational status | −0.06 | −2.42 | 0.0042 | ||||
| BFI‐C | 0.04 | 1.67 | 0.0020 | ||||
| BFI‐N | 0.19 | 7.01 | 0.0350 | ||||
| Step 3 | 0.333 | 0.111 | 0.108 | 0.066 | |||
| Marital status | 0.10 | 3.83 | 0.0098 | ||||
| Educational status | −0.07 | −2.91 | 0.0056 | ||||
| BFI‐C | 0.08 | 3.33 | 0.0074 | ||||
| BFI‐N | 0.05 | 1.74 | 0.0020 | ||||
| GAD‐7 | 0.30 | 9.95 | 0.0660 | ||||
| Step 4 | 0.424 | 0.180 | 0.176 | 0.069 | |||
| Marital status | 0.11 | 4.64 | 0.0132 | ||||
| Educational status | −0.06 | −2.56 | 0.0041 | ||||
| BFI‐C | 0.04 | 2.73 | 0.0046 | ||||
| BFI‐N | 0.02 | 1.56 | 0.0015 | ||||
| GAD‐7 | 0.23 | 7.79 | 0.0372 | ||||
| C‐19ASS‐P | 0.27 | 10.5 | 0.0686 |
Note: Marital status (0 = single, 1 = married); educational status (0 = academic, non‐academic = 1).
Abbreviations: BFI‐C, Big Five Inventory‐10‐Conscientiousness; BFI‐N, Big Five Inventory‐10‐Neuroticism; C‐19ASS‐P, COVID‐19 Anxiety Syndrome Scale‐Perseveration.
p < 0.05.
p < 0.01.
Hierarchical regression statistics predicting functional impairment (WSAS) scores: Incremental validity
| Predictor |
|
|
|
|
| Adjusted | ∆ |
|---|---|---|---|---|---|---|---|
| Step 1 | 0.164 | 0.02 | 0.026 | 0.027 | |||
| Gender | −0.06 | −2.45 | 0.0041 | ||||
| COVID‐19 close death | 0.14 | 5.52 | 0.0208 | ||||
| Step 2 | 0.219 | 0.048 | 0.045 | 0.021 | |||
| Gender | −0.06 | −2.27 | 0.0035 | ||||
| COVID‐19 close death | 0.14 | 5.67 | 0.0215 | ||||
| BFI‐C | −0.14 | −5.46 | 0.0200 | ||||
| BFI‐O | −0.02 | −.997 | 0.0007 | ||||
| Step 3 | 0.492 | 0.242 | 0.238 | 0.194 | |||
| Gender | −0.06 | −2.83 | 0.0043 | ||||
| COVID‐19 close death | 0.11 | 5.08 | 0.0138 | ||||
| BFI‐C | −0.04 | −1.69 | 0.0015 | ||||
| BFI‐O | −0.06 | −2.53 | 0.0034 | ||||
| GAD‐7 | 0.08 | 2.07 | 0.0023 | ||||
| PHQ | 0.27 | 6.44 | 0.0222 | ||||
| CAS | 0.21 | 8.99 | 0.0432 | ||||
| Step 4 | 0.523 | 0.273 | 0.269 | 0.031 | |||
| Gender | −0.04 | −2.11 | 0.0023 | ||||
| COVID‐19 close death | 0.10 | 4.37 | 0.0098 | ||||
| BFI‐C | −0.05 | −2.03 | 0.0021 | ||||
| BFI‐O | −0.07 | −3.01 | 0.0047 | ||||
| GAD‐7 | 0.05 | 1.40 | 0.0010 | ||||
| PHQ | 0.27 | 6.51 | 0.0217 | ||||
| CAS | 0.16 | 6.50 | 0.0217 | ||||
| C19‐ASS‐P | 0.19 | 7.83 | 0.0314 |
Note: Gender (1 = males, 0 = females); COVID‐19 close death (1 = yes, 0 = no).
Abbreviations: BFI‐C, Big Five Inventory‐10‐Conscientiousness; BFI‐O, Big Five Inventory‐10‐openness; C‐19ASS‐P, COVID‐19 Anxiety Syndrome Scale‐Perseveration; CAS, Coronavirus Anxiety Scale; PHQ, Patient Health Questionnaire‐Depression Scale.
p < 0.05.
p < 0.01.
Standardized direct effect of the variables in the mediation model
| Predictor | Outcome |
| Ll | Ul |
|---|---|---|---|---|
| Extraversion | C19‐ASS | −0.078 | −0.121 | −0.033 |
| Agreeableness | C19‐ASS | −0.055 | −0.102 | −0.012 |
| Neuroticism | C19‐ASS | 0.080 | 0.032 | 0.123 |
| Extraversion | CAS | 0.075 | 0.035 | 0.111 |
| Extraversion | PHQ | −0.164 | −0.205 | −0.123 |
| Extraversion | GAD | −0.067 | −0.107 | −0.027 |
| Extraversion | WI | −0.040 | −0.082 | 0.000 |
| Agreeableness | CAS | −0.035 | −0.077 | 0.007 |
| Agreeableness | PHQ | −0.093 | −0.106 | −0.053 |
| Agreeableness | GAD | −0.106 | −0.146 | −0.067 |
| Agreeableness | WI | −0.132 | −0.172 | −0.090 |
| Neuroticism | CAS | 0.146 | 0.104 | 0.184 |
| Neuroticism | PHQ | 0.339 | 0.298 | 0.375 |
| Neuroticism | GAD | 0.427 | 0.385 | 0.463 |
| Neuroticism | WI | 0.268 | 0.224 | 0.308 |
| C19‐ASS | CAS | 0.310 | 0.275 | 0.346 |
| C19‐ASS | PHQ | 0.145 | 0.105 | 0.182 |
| C19‐ASS | GAD | 0.150 | 0.110 | 0.192 |
| C19‐ASS | WI | 0.231 | 0.190 | 0.272 |
Abbreviations: A, agreeableness; C, conscientiousness; C19‐ASS, COVID‐19 anxiety syndrome scale; CAS, Coronavirus Anxiety Scale; E, extraversion; GAD, generalized anxiety disorder; N, neuroticism; PHQ, Patient Health Questionnaire‐Depression; WI, Whiteley Index for health anxiety.
p < 0.050.
p < 0.010.
p < 0.00.
The indirect effect of the mediating role of C19‐ASS in the relationship between the Big Five personality traits and psychopathology
| Indirect path |
| Ll | Ul |
|
|
|---|---|---|---|---|---|
| E → C19ASS → CAS | −0.019 | −0.032 | −0.009 | 0.004 | −0.024 |
| E → C19ASS → PHQ | −0.037 | −0.065 | −0.016 | 0.003 | −0.011 |
| E → C19ASS → GAD | −0.029 | −0.050 | −0.013 | 0.003 | −0.012 |
| E → C19ASS → WI | −0.048 | −0.080 | −0.021 | 0.004 | −0.018 |
| A → C19ASS → CAS | −0.017 | −0.031 | −0.004 | 0.029 | −0.017 |
| A → C19ASS → PHQ | −0.032 | −0.064 | −0.008 | 0.025 | −0.008 |
| A → C19ASS → GAD | −0.025 | −0.050 | −0.007 | 0.023 | −0.008 |
| A → C19ASS → WI | −0.041 | −0.078 | −0.010 | 0.029 | −0.013 |
| N → C19ASS → CAS | 0.017 | 0.007 | 0.027 | 0.003 | 0.025 |
| N → C19ASS → PHQ | 0.033 | 0.014 | 0.058 | 0.003 | 0.012 |
| N → C19ASS → GAD | 0.026 | 0.011 | 0.045 | 0.003 | 0.012 |
| N → C19ASS → WI | 0.043 | 0.017 | 0.070 | 0.004 | 0.018 |
Abbreviations: A, agreeableness; C, conscientiousness; C19‐ASS, COVID‐19 Anxiety Syndrome Scale; CAS, Coronavirus Anxiety Scale; E, extraversion; GAD, generalized anxiety disorder; N, neuroticism; PHQ, Patient Health Questionnaire‐Depression; WI, Whiteley Index for health anxiety.
p < 0.05.
p < 0.01.
FIGURE 2Standardized path diagram for the mediating role of C19‐ASS in relationship between the Big Five personality traits and psychopathology. To keep the model clear, the covariances are removed. BFI‐A, Big Five Inventory‐10‐Agreeableness; BFI‐E, Big Five Inventory‐10‐Extraversion; BFI‐N, Big Five Inventory‐10‐Neuroticism; CAS, Coronavirus Anxiety Scale; PHQ, depressive symptoms, Patient Health Questionnaire; GAD, generalized anxiety disorder; health Anx, health anxiety; Whiteley index
TABLE A1 Factor analysis for differentiating C19‐ASS from GAD‐7: Divergent validity
| GAD |
| A | |
|---|---|---|---|
| 1. I have avoided using public transport because of the fear of contracting coronavirus | 0.052 | −0.202 |
|
| 2. I have checked myself for symptoms of coronavirus | 0.090 |
| −0.042 |
| 3. I have avoided going out to public places (shops, parks) because of the fear of contracting coronavirus | 0.048 | 0.082 |
|
| 4. I have been concerned about not having adhered strictly to social distancing guidelines for coronavirus | 0.181 |
| 0.223 |
| 5. I have avoided touching things in public spaces because of the fear of contracting coronavirus | 0.035 | 0.292 |
|
| 6. I have read about news relating to coronavirus (COVID‐19) at the cost of engaging in work | 0.195 |
| 0.103 |
| 7. I have checked my family members and loved one for the signs of coronavirus | 0.144 |
| −0.164 |
| 8. I have been paying close attention to others displaying possible symptoms of coronavirus | 0.140 |
| 0.000 |
| 9. I have imagined what could happen to my family members if they contracted coronavirus | 0.276 |
| −0.067 |
| GAD‐7 ITEM 1 | 0.875 | 0.201 | 0.066 |
| GAD‐7 ITEM 2 | 0.863 | 0.210 | 0.126 |
| GAD‐7 ITEM 3 | 0.847 | 0.173 | 0.114 |
| GAD‐7 ITEM 4 | 0.821 | 0.228 | 0.082 |
| GAD‐7 ITEM 5 | 0.778 | 0.171 | 0.060 |
| GAD‐7 ITEM 6 | 0.774 | 0.132 | −0.018 |
| GAD‐7 ITEM 7 | 0.754 | 0.152 | −0.009 |
TABLE A2 Component correlation matrix
| Component | 1 | 2 | 3 |
|---|---|---|---|
| 1. GAD‐7 | — | ||
| 2. C19‐ASS‐Perseverance | 0.218 | — | |
| 3. C19‐ASS‐Avoidance | 0.073 | 0.438 | — |