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Mahmood QK, Jalil A, Farooq M, Akbar MS, Fischer F. Development and validation of the Post-Pandemic Fear of Viral Disease scale and its relationship with general anxiety disorder: a cross-sectional survey from Pakistan. BMC Public Health 2023; 23:1739. [PMID: 37674186 PMCID: PMC10483759 DOI: 10.1186/s12889-023-16667-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 08/31/2023] [Indexed: 09/08/2023] Open
Abstract
BACKGROUND Given the worldwide reach of COVID-19, media coverage has amplified the psychological and social effects of this pandemic causing a widespread fear. Despite substantial research on the short-term psychological impact of COVID-19, its long-term consequences on mental health remain relatively unexplored. This research aims to develop and validate a Post-Pandemic Fear of Viral Disease (PPFVD) scale and to see its relationship with general anxiety disorder among the Pakistani population. METHODS A cross-sectional online-based survey was conducted with 457 respondents in August and September 2022. We adopted the modified fear of coronavirus scale (FCV-19 S) consisting of seven items and the Generalized Anxiety Disorder (GAD) questionnaire to measure anxiety disorder. Confirmatory factor analysis was applied using the maximum likelihood estimation method. Scale dimensions and item reliability were tested for their validity and goodness of fit. SPSS and AMOS were used for data management and analyses. RESULTS All inter-item correlations were found to be significant and ranged between 0.30 and 0.70. The value of Cronbach's alpha was 0.887, indicating good reliability. Corrected item-total correlations ranged between 0.632 and 0.754. Factor loadings ranged from 0.664 to 0.810, indicating a good internal consistency. Overall, these results clearly demonstrate that the one-factor solution model for PPFVD presents a good fit to the data. The composite reliability (CR = 0.747) was also good. CONCLUSIONS The COVID-19 pandemic has negatively affected the mental health of people globally. This measurement scale can be trusted and used to test the PPFVD in the post-pandemic situation. Prospective research might validate this instrument in newly emerging scenarios and test it with diverse ethnic groups.
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Affiliation(s)
| | - Aisha Jalil
- School of Integrated Social Sciences, University of Lahore, Lahore, Pakistan
| | - Muhammad Farooq
- Faculty of Humanities and Social Sciences, University of Central Punjab, Lahore, Pakistan
| | | | - Florian Fischer
- Institute of Public Health, Charité - Universitätsmedizin Berlin, Berlin, Germany.
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Gao P, Mosazadeh H, Nazari N. The Buffering Role of Self-compassion in the Association Between Loneliness with Depressive Symptoms: A Cross-Sectional Survey Study Among Older Adults Living in Residential Care Homes During COVID-19. Int J Ment Health Addict 2023:1-21. [PMID: 36776917 PMCID: PMC9904273 DOI: 10.1007/s11469-023-01014-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/14/2023] [Indexed: 02/10/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic is an ongoing geriatric health emergency with a substantial increase in the prevalence of medical and mental health issues, particularly among older adults living in residential care homes. The knowledge of the risk and protective factors related to the psychological impact of the COVID-19 pandemic on older adults living in residential care homes is based on limited data. This study aimed to investigate whether loneliness mediates the effects of fear generated by a pandemic on depression. Additionally, we hypothesized that self-compassion moderates the effect of loneliness on depression. A sample comprised 323 older adults (females: n = 141, males: n = 182) with mean age = 74.98 years (standard deviation = 6.59, age 65-90) completed a survey comprising the Fear of COVID-19 Scale, De Jung Gierveld Loneliness Scale, the nine-item Patient Health Questionnaire, and the Self-compassion Scale. The results revealed that the total effect of fear on depression was statistically significant, with a medium effect size (Cohen's f 2 = .14) and this association was partially mediated by loneliness (β = .11, SE = .04, P < .001, t = 2.91, 95% CI 0.04-0.19). The self-compassion also moderated the loneliness effect on depression. The findings of this study support COVID-19 evidence, indicating that a greater level of fear generated by the pandemic is linked to depression and loneliness. The findings support the notion that self-compassion mitigates the adverse effects of stressful events in older adults. Customized self-compassion programs may be effective loneliness-mitigating interventions for older adults living in residential care homes. Supplementary Information The online version contains supplementary material available at 10.1007/s11469-023-01014-0.
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Affiliation(s)
- Pengfei Gao
- School of Public Administration, East China Normal University, Shanghai, 200062 China
| | - Hasan Mosazadeh
- Department of Psychology, Kazimierz Wielki University, Bydgoszcz, Poland
| | - Nabi Nazari
- Faculty of Human Sciences, Department of Psychology, Lorestan University, Khorramabad, Iran
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3
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Yao N, Nazari N, Veiskarami HA, Griffiths MD. The role of healthy emotionality in the relationship between fear of COVID-19 and mental health problems: a cross-sectional study. Cogn Process 2022; 23:569-581. [PMID: 35790620 PMCID: PMC9255469 DOI: 10.1007/s10339-022-01101-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 06/11/2022] [Indexed: 02/05/2023]
Abstract
Understanding pandemic-related psychopathology development is limited due to numerous individual and contextual factors. It is widely accepted that individual differences to endure or cope with distress predict psychopathology development. The present study investigated the influence of individual differences in neuroticism and healthy emotionality concerning the association between fear of COVID-19 and mental health problems. It was hypothesized that healthy emotionality would moderate the mediated link between fear of COVID-19 and mental health problems. A sample of 752 participants (351 males and 401 females) completed an online survey including the Emotional Style Questionnaire, Fear of COVID-19 Scale, the Neuroticism subscale of the Big Five Inventory, and General Health Questionnaire. The results showed that the fear of COVID-19 positively predicted mental health problems (β = .43, SE = .05, p < .001, Cohen’s f2 = .24). Neuroticism also showed a significant mediation effect on the relationship between fear of COVID-19 and mental health problems. Fear of COVID-19 indirectly predicted psychopathology through neuroticism (β = − .16, SE = .04, p < .001, t = 4.53, 95% CI [0.11, 0.23]). Moreover, healthy emotionality had a moderating effect on the relationship between fear of COVID-19 and mental health problems, β = − .21, SE = .03, p < .001, t = 5.91, 95% CI [− 0.26, − 0.14]. The study’s findings are expected to contribute to a better understanding of the roles of both individual differences in personality traits and healthy emotionality in psychopathology development during the current pandemic.
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Affiliation(s)
- Ni Yao
- College of Politics and Law, Shaoyang University, Shaoyang, 422000, Hunan, China
| | - Nabi Nazari
- Department of Psychology, Faculty of Human Sciences, Lorestan University, Khorramabad, Iran.
| | - Hassan Ali Veiskarami
- Department of Psychology, Faculty of Human Sciences, Lorestan University, Khorramabad, Iran
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Division, Nottingham Trent University, Nottingham, UK
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4
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Assessing the Relationships between Internet Addiction, Depression, COVID-19-Related Fear, Anxiety, and Suspicion among Graduate Students in Educational Administration: A Structural Equation Modeling Analysis. SUSTAINABILITY 2022. [DOI: 10.3390/su14095356] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
This study aims to examine the relationships between Internet addiction, depression, COVID-19-related fear, anxiety, and suspicion in graduate students. A total of 482 students pursuing a master’s degree in educational administration participated in the study, which was designed according to the relational survey model. The data of the study were collected using online questionnaires, and the proposed hypotheses were tested and analyzed using structural equation modeling (SEM). The results of the study revealed that COVID-19-related suspicion positively and significantly predicted COVID-19-related fear and anxiety. In this context, the increased suspicion of graduate students due to COVID-19 also increased their fear and COVID-19-related anxiety, and this increased the possibility that they would exhibit depressive behaviors. However, a positive and significant relationship was found between COVID-19-related suspicion and depression. This result confirms that the increased suspicion of the participant students due to COVID-19 led to an increase in their depression scores. SEM results have shown a positive relationship between fear and anxiety related to COVID-19 and Internet addiction, and that the increase in students’ anxiety and fear levels also increases their Internet addiction levels. In addition, the results of the study revealed that depression has a negligible indirect effect on the relationship between COVID-19-related fear, anxiety, and suspicion and Internet addiction. In conclusion, the proposed hypothetical model is confirmed after having examined the relationships among depression, Internet addiction, COVID-19-related fear and anxiety, and suspicion.
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Waddimba AC, Baker BM, Pogue JR, McAuliffe MP, Bennett MM, Baxter RD, Mohr DC, Warren AM. Psychometric validity and reliability of the 10- and 2-item Connor-Davidson resilience scales among a national sample of Americans responding to the Covid-19 pandemic: an item response theory analysis. Qual Life Res 2022; 31:2819-2836. [PMID: 35366196 PMCID: PMC8976171 DOI: 10.1007/s11136-022-03125-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/14/2022] [Indexed: 11/27/2022]
Abstract
Purpose Psychometric validity/reliability of 10-item and 2-item abbreviations of the Connor–Davidson Resilience Scale (CD-RISC-10; CD-RISC-2) was investigated via item response theory and classic approaches. Methods We sampled 5023 adult American participants in a June/July 2020 survey on the COVID-19 pandemic’s psychological effects. Our questionnaire incorporated the CD-RISC-10 with other validated measures. CD-RISC-10 items were ranked on item-to-scale correlations, loadings on a one-factor confirmatory factor analysis model, and item slope/threshold parameters plus information curves from a unidimensional graded response model. Concurrent validity of the highest ranked item pair was evaluated vis-à-vis the CD-RISC-10 and CD-RISC−2. Internal consistency, based on average variance extracted (AVE) and multiple reliability coefficients, was also compared. Convergent/divergent validity was tested by correlating anxiety, depression, fear of COVID-19, anxiety sensitivity, coping, and personality measures with both scales and the highest ranked item pair. Binary agreement/classification indexes assessed inter-rater reliability. Results Items 2 and 9 from CD-RISC-10 ranked the highest. Reliability coefficients were > 0.93, > 0.72, and > 0.82 for the CD-RISC-10, CD-RISC-2, vs summation of items 2 and 9. AVEs were 0.66, 0.67, and 0.77. CD-RISC abbreviations and the summation of items 2 and 9 correlated negatively with anxiety (> − 0.43), depression (> − 0.42), and fear of COVID-19 (> − 0.34); positively with emotional stability (> 0.53) and conscientiousness (> 0.40). Compared to the CD-RISC-2, summative scores of items 2 and 9 more efficiently classified/discriminated high resilience on the CD-RISC-10. Conclusion We confirmed construct validity/reliability of copyrighted CD-RISC abbreviations. The CD-RISC-10’s items 2 and 9 were psychometrically more salient than the CD-RISC−2. Supplementary Information The online version contains supplementary material available at 10.1007/s11136-022-03125-y.
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Affiliation(s)
- Anthony C Waddimba
- Baylor Scott and White Research Institute, Dallas, TX, USA.
- Department of Surgery, Health Systems Science, Baylor University Medical Center, Dallas, TX, USA.
| | - Bailey M Baker
- College of Medicine, Texas A&M University Health Science Center, Dallas Campus, Dallas, TX, USA
| | - Jamie R Pogue
- Baylor Scott and White Research Institute, Dallas, TX, USA
- Division of Trauma, Acute Care, & Critical Care Surgery, Baylor University Medical Center, Dallas, TX, USA
| | - Madison P McAuliffe
- Baylor Scott and White Research Institute, Dallas, TX, USA
- Division of Trauma, Acute Care, & Critical Care Surgery, Baylor University Medical Center, Dallas, TX, USA
| | - Monica M Bennett
- Baylor Scott and White Research Institute, Dallas, TX, USA
- Division of Trauma, Acute Care, & Critical Care Surgery, Baylor University Medical Center, Dallas, TX, USA
| | - Ronald D Baxter
- General Medical Education, Department of Surgery, Baylor University Medical Center, 3500 Gaston Avenue, Dallas, TX, 75246, USA
| | - David C Mohr
- Center for Healthcare Organization and Implementation Research, VA Boston Healthcare System, Boston, MA, USA
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, MA, USA
| | - Ann Marie Warren
- Baylor Scott and White Research Institute, Dallas, TX, USA
- Division of Trauma, Acute Care, & Critical Care Surgery, Baylor University Medical Center, Dallas, TX, USA
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Nazari N, Sadeghi M, Samusenkov V, Aligholipour A. Factors associated with insomnia among frontline nurses during COVID-19: a cross-sectional survey study. BMC Psychiatry 2022; 22:40. [PMID: 35038999 PMCID: PMC8763304 DOI: 10.1186/s12888-022-03690-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 01/06/2022] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Research predominantly suggests that nurses are at high risk of developing psychopathology. The empirical data show that the occurrence rate of problem-related sleep quality among clinical nurses is high. Therefore, this study was conducted to address the lack of information on the relationship between the coronavirus disease 2019 (COVID-19) pandemic and insomnia. METHODS A convenience sample of nurses (n = 680) completed an online survey that included the Insomnia severity index, the COVID-19-related psychological distress scale, the general health questionnaire, neuroticism, dysfunctional beliefs, attitudes about sleep scale, and difficulties in emotion regulation scale. RESULTS The results showed that 35.8% (n = 253) of nurses were classified as individuals with moderate to severe clinical insomnia. The results showed that the psychological distress generated by COVID-19 predicted insomnia (β = .47, SE = 0.02, P < .001, t = 13.27, 95% CI 0.31-0.46). Additionally, the association is mediated by psychopathology vulnerabilities, emotion dysregulation, dysfunctional beliefs about sleep, and neuroticism. Moreover, female nurses exhibited higher levels of insomnia (Cohen's d = .37), neuroticism (Cohen's d = 30), psychopathology vulnerability (Cohen's d = .26), and COVID-19-related psychological distress (Cohen's d = .23). CONCLUSION The present study's findings help to explain how pandemic consequences can be associated with insomnia. Additionally, the findings make a significant contribution to better understanding the role of neuroticism, emotion dysregulation, beliefs, and psychopathology vulnerability in the development of insomnia among nurses. The findings suggest the potential influence of cognitive behavioral therapy for insomnia (CBT-I) and transdiagnostic integrated therapies that could be incorporated into therapeutic programs designed to develop as a way of inhibiting or preventing insomnia among clinical nurses.
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Affiliation(s)
- Nabi Nazari
- Department of Psychology, Faculty of Human Sciences, Lorestan University, Khorramabad, Iran.
| | - Masoud Sadeghi
- Department of Psychology, Faculty of Human Sciences, Lorestan University, Khorramabad, Iran
| | - Vadim Samusenkov
- Department of Prosthetic Dentistry, Sechenov First Moscow State Medical University, Moscow, Russia
| | - Akram Aligholipour
- Departments of Psychology, Faculty of Human Sciences, Allameh Tabatabai University, Tehran, Iran
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7
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Fan Q, Li Y, Gao Y, Nazari N, Griffiths MD. Self-Compassion Moderates the Association Between Body Dissatisfaction and Suicidal Ideation in Adolescents: A Cross-Sectional Study. Int J Ment Health Addict 2022; 21:1-18. [PMID: 35039750 PMCID: PMC8754517 DOI: 10.1007/s11469-021-00727-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/29/2021] [Indexed: 02/06/2023] Open
Abstract
Identifying risk and protective factors for suicidal ideation during adolescence is essential for suicide prevention. One potential risk factor is body dissatisfaction which appears to peak during adolescence. The present study investigated the self-compassion buffering effects in the relationship between body dissatisfaction and suicidal ideation. A convenience sample comprising 580 adolescents (mean age 16.35 years; SD = .87; range 14-18 years) was recruited from public schools. The results indicated a strong positive association between body dissatisfaction and suicidal ideation (Cohen's f 2 = .25). The association was significantly moderated by the self-compassion (β = - .16, SE = .04, p = .01, t = 2.4.34, .95% CI [- .16, - .01]). Structural equation modeling analysis showed that the lack of self-kindness was associated with a moderate suicidal ideation level (Cohen's f 2 = .14). Also, higher levels of self-judgment predicted suicidal ideation with a moderate to large effect size (Cohen's f 2 = .28). The findings suggest that therapeutic programs designed to develop self-compassion should be implemented to reduce the risk of suicidal ideation among adolescents with body dissatisfaction. The findings empirically show that a higher degree of self-judgment is strongly associated with suicidal thoughts among adolescents, which must be systematically addressed in clinical studies on suicidal risk. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s11469-021-00727-4.
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Affiliation(s)
- Qi Fan
- Institute of Mental Health, Nanjing Xiaozhuang University, Nanjing, 210017 Jiangsu Province China
| | - Yang Li
- Mental Health Education Center, Nanjing Forest Police College, Nanjing, 210023 Jiangsu Province China
| | - Yue Gao
- Department of Psychology, School of Medicine & Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023 Jiangsu Province China
| | - Nabi Nazari
- Department of Psychology, Faculty of Human Sciences, Lorestan University, Khorramabad, Iran
| | - Mark D. Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
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8
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Nazari N, Hernández RM, Ocaña-Fernandez Y, Griffiths MD. Psychometric Validation of the Persian Self-Compassion Scale Youth Version. Mindfulness (N Y) 2022; 13:385-397. [PMID: 35018198 PMCID: PMC8736317 DOI: 10.1007/s12671-021-01801-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/22/2021] [Indexed: 02/08/2023]
Abstract
Objectives Empirical research investigating self-compassion is a rapidly developing field, and it is potentially crucial in early adolescence. The primary aim of the present study was to psychometrically evaluate the Persian translation of the Self-Compassion Scale Youth version (SCS-Y) and evaluate its factor structure among young adolescents. The second aim was to explore the buffering effect of self-compassion against the negative effect of difficulties in emotion regulation on COVID-19-related anxiety. Methods A sample of young students (n = 532; mean age 13.57 years) completed an online survey, which included the SCS-Y, Patient Health Questionnaire, Difficulties In Emotion Regulation Scale, Coronavirus Anxiety Scale, Youth Life Orientation Test, Brief Resilience Scale, and Brief 10-Item Big Five Inventory. First-order (six-factor) confirmatory factor analysis (CFA) and bi-factor exploratory structural equation modeling (ESEM) analysis were used to evaluate the factor structure of the SCS-Y. Results Results showed that the SCS-Y had very good internal consistency (Cronbach's alpha coefficient: 0.88; McDonald's omega coefficient: 0.90), composite reliability (0.87), and adequate test-retest reliability after 4 weeks (0.60). The first-order (six-factor) CFA and bi-factor ESEM analysis demonstrated the SCS-Y had excellent dimensionality. Further analysis found negative associations between self-compassion with both depression and neuroticism, and positive associations between self-compassion with both resilience and optimism. Moreover, self-compassion moderated the association between emotion dysregulation and anxiety generated by the COVID-19. Overall, the findings indicated that the SCS-Y had acceptable criterion-related validity, convergent validity, and discriminant validity. Conclusions The findings provide evidence that the SCS-Y is a reliable and valid instrument for assessing the six factors of self-compassion among younger adolescents. Based on the study's findings, self-compassion appears to be a protective factor against mental health problems during the COVID-19 pandemic for younger adolescents.
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Affiliation(s)
- Nabi Nazari
- Department of Psychology, Faculty of Human Sciences, Lorestan University, Khorramabad, Iran
| | - Ronald M Hernández
- Unidad de Virtualización Académica, Universidad de San Martin de Porres, Lima, Peru
| | | | - Mark D Griffiths
- International Gaming Research Unit, Psychology Division, Nottingham Trent University, Nottingham, UK
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9
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Personality Traits That Affect Travel Intentions during Pandemic COVID-19: The Case Study of Serbia. SUSTAINABILITY 2021. [DOI: 10.3390/su132212845] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The pandemic caused by COVID-19 has enormous effects on peoples’ lives and on the global economy. The outbreak and effects of COVID-19 have resulted in fears, concerns, and anxiety among people all around the world. The aim of this study is to investigate the relationship between the fear of COVID-19, travel anxiety, and travel intention among residents in Serbia. In addition to the above, the aim of the study was to examine the impact of personality traits on the fear of COVID-19, travel anxiety, and travel intentions. To enhance the understanding of the relationship between the mentioned variables, this study proposes a research model based on the use of measurement scales from the existing studies to develop the questionnaire. The standard paper-and-pen survey was used for data collection from the respondents from Serbia. The total sample include 987 respondents. It was determined that Travel intention was negatively influenced by Neuroticism and Conscientiousness, but positively by Extroversion and Openness. The supposed Agreeableness did not have a significant effect on Travel intention. This study contributes to understanding the respondents’ behavior during pandemic of COVID-19, and their responses to the crisis according to their personality traits might have practical implications in the travel sector.
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Nazari N, Safitri S, Usak M, Arabmarkadeh A, Griffiths MD. Psychometric Validation of the Indonesian Version of the Fear of COVID-19 Scale: Personality Traits Predict the Fear of COVID-19. Int J Ment Health Addict 2021; 21:1-17. [PMID: 34456653 PMCID: PMC8382103 DOI: 10.1007/s11469-021-00593-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/12/2021] [Indexed: 02/08/2023] Open
Abstract
The coronavirus disease-2019 (COVID-19) pandemic is a global health crisis that has generated fear and negative psychological consequences. The present study evaluated the validity and factor structure of Fear of COVID-19 Scale (FCV-19S) among a sample from the general Indonesian population. The English version of the FCV-19S was translated and back-translated into Indonesian language, followed by a pilot study. Using convenience sampling method, a total of 728 participants completed an online survey distributed on various social media platforms. The survey included the FCV-19S, personality traits (neuroticism and extraversion), Positive and Negative Affect Scale (PANAS), Generalized Anxiety Disorder Scale (GAD-7), and the nine-item Patient Health Questionnaire (PHQ-9). The Indonesian FCV-19S had very good internal consistency (Cronbach's alpha and McDonald's omega) and composite reliability (alpha = 0.88, omega = .86, composite reliability = .87). Maximum likelihood confirmatory factor analysis (CFA) was conducted to test construct validity (χ 2/df = 2.51, CFI = .984, SRMR = .028, PCLOSE = .15 > .05, RMSEA = .06, 90% CI [.03, .09]). As for criterion-related validity, the FCV-19S score positively correlated with the score on PHQ-9, GAD-7, negative affect, and neuroticism and negatively correlated with extraversion. Negative affect was identified as the most important predictor of the fear of COVID-19. Personality traits also predicted the fear of COVID-19. The findings provide evidence that the FCV-19S is a reliable and valid instrument for assessing fear generated by COVID-19 among a healthy Indonesian-speaking population.
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Affiliation(s)
- Nabi Nazari
- Department of Psychology, Faculty of Human Sciences, Lorestan University, Khorramabad, Iran
| | - Shahnaz Safitri
- Department of Educational Psychology, Faculty of Psychology, Universitas Indonesia, West Java, Indonesia
| | - Muhammet Usak
- Kazan (Volga region) Federal University, Kazan, Russia
| | - Arman Arabmarkadeh
- Faculty of Mathematics and Statistics, University of Isfahan, Isfahan, Iran
| | - Mark D. Griffiths
- International Gaming Research Unit, Psychology Division, Nottingham Trent University, Nottingham, UK
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Eysenbach G, Nazari N, Griffiths MD. Using Fear and Anxiety Related to COVID-19 to Predict Cyberchondria: Cross-sectional Survey Study. J Med Internet Res 2021; 23:e26285. [PMID: 34014833 PMCID: PMC8191728 DOI: 10.2196/26285] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 02/18/2021] [Accepted: 05/03/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Studies have highlighted that fear and anxiety generated by COVID-19 are important psychological factors that affect all populations. There currently remains a lack of research on specific amplification factors regarding fear and anxiety in the context of the COVID-19 pandemic. Despite established associations between anxiety sensitivity, intolerance of uncertainty, and cyberchondria, empirical data investigating the associations between these three variables, particularly in the context of the COVID-19 pandemic, are currently lacking. Urgent research is needed to better understand the role of repeated media consumption concerning COVID-19 in amplifying fear and anxiety related to COVID-19. OBJECTIVE This study investigated the associations between fear of COVID-19, COVID-19 anxiety, and cyberchondria. METHODS Convenience sampling was used to recruit respondents to participate in an online survey. The survey, which was distributed via social media and academic forums, comprised the Cyberchondria Severity Scale, Fear of COVID-19 Scale, Coronavirus Anxiety Scale, Anxiety Sensitivity Index, and Intolerance of Uncertainty Scale. Multiple mediation analyses were conducted using structural equation modeling. RESULTS A total of 694 respondents (males: n=343, females: n=351) completed the online survey. The results showed that fear and anxiety generated by COVID-19 predicted cyberchondria (fear: β=.39, SE 0.04, P<.001, t=11.16, 95% CI 0.31-0.45; anxiety: β=.25, SE 0.03, P<.001, t=7.67, 95% CI 0.19-0.32). In addition, intolerance of uncertainty and anxiety sensitivity mediated the relationship between fear and anxiety generated by COVID-19 with cyberchondria. In a reciprocal model, the standardized total effects of cyberchondria on fear of COVID-19 (β=.45, SE 0.04, P<.001, t=15.31, 95% CI 0.39-0.51) and COVID-19 anxiety (β=.36, SE 0.03, P<.001, t=11.29, 95% CI 0.30-0.41) were statistically significant, with moderate effect sizes. Compared to males, females obtained significantly higher scores for cyberchondria (t1,692=-2.85, P=.004, Cohen d=0.22), COVID-19 anxiety (t1,692=-3.32, P<.001, Cohen d=0.26), and anxiety sensitivity (t1,692=-3.69, P<.001, Cohen d=0.29). CONCLUSIONS The findings provide a better understanding of the role of COVID-19 in amplifying cyberchondria. Based on these results, cyberchondria must be viewed as a significant public health issue. Importantly, increasing awareness about cyberchondria and online behavior at both the individual and collective levels must be prioritized to enhance preparedness and to reduce the adverse effects of current and future medical crises.
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Affiliation(s)
| | - Nabi Nazari
- Department of Psychology, Faculty of Literature and Human Sciences, Lorestan University, Khorramabad, Iran
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Division, Nottingham Trent University, Nottingham, United Kingdom
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12
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Wu X, Nazari N, Griffiths MD. Using Fear and Anxiety Related to COVID-19 to Predict Cyberchondria: Cross-sectional Survey Study. J Med Internet Res 2021. [DOI: doi.org/10.2196/26285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Background
Studies have highlighted that fear and anxiety generated by COVID-19 are important psychological factors that affect all populations. There currently remains a lack of research on specific amplification factors regarding fear and anxiety in the context of the COVID-19 pandemic. Despite established associations between anxiety sensitivity, intolerance of uncertainty, and cyberchondria, empirical data investigating the associations between these three variables, particularly in the context of the COVID-19 pandemic, are currently lacking. Urgent research is needed to better understand the role of repeated media consumption concerning COVID-19 in amplifying fear and anxiety related to COVID-19.
Objective
This study investigated the associations between fear of COVID-19, COVID-19 anxiety, and cyberchondria.
Methods
Convenience sampling was used to recruit respondents to participate in an online survey. The survey, which was distributed via social media and academic forums, comprised the Cyberchondria Severity Scale, Fear of COVID-19 Scale, Coronavirus Anxiety Scale, Anxiety Sensitivity Index, and Intolerance of Uncertainty Scale. Multiple mediation analyses were conducted using structural equation modeling.
Results
A total of 694 respondents (males: n=343, females: n=351) completed the online survey. The results showed that fear and anxiety generated by COVID-19 predicted cyberchondria (fear: β=.39, SE 0.04, P<.001, t=11.16, 95% CI 0.31-0.45; anxiety: β=.25, SE 0.03, P<.001, t=7.67, 95% CI 0.19-0.32). In addition, intolerance of uncertainty and anxiety sensitivity mediated the relationship between fear and anxiety generated by COVID-19 with cyberchondria. In a reciprocal model, the standardized total effects of cyberchondria on fear of COVID-19 (β=.45, SE 0.04, P<.001, t=15.31, 95% CI 0.39-0.51) and COVID-19 anxiety (β=.36, SE 0.03, P<.001, t=11.29, 95% CI 0.30-0.41) were statistically significant, with moderate effect sizes. Compared to males, females obtained significantly higher scores for cyberchondria (t1,692=–2.85, P=.004, Cohen d=0.22), COVID-19 anxiety (t1,692=–3.32, P<.001, Cohen d=0.26), and anxiety sensitivity (t1,692=–3.69, P<.001, Cohen d=0.29).
Conclusions
The findings provide a better understanding of the role of COVID-19 in amplifying cyberchondria. Based on these results, cyberchondria must be viewed as a significant public health issue. Importantly, increasing awareness about cyberchondria and online behavior at both the individual and collective levels must be prioritized to enhance preparedness and to reduce the adverse effects of current and future medical crises.
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